وظائف موديل - ابو ظبي الإمارات

<p>For over seven decades, Chalhoub Group has been a partner and creator of luxury experiences in the Middle East. In its pursuit to excel as a hybrid luxury retailer, the Group has curated a portfolio of over 10 owned brands and strengthened its distribution and marketing expertise for over 400 international names across luxury fashion, beauty, jewellery, watches, eyewear, and art de vivre categories.</p> <p>Every step at Chalhoub Group is taken to build a future where luxury dreams become reality — bridging cultures and crafting memorable experiences for our consumers. Be it by constantly reinventing itself, committing to innovation, or embracing new technologies, the Group is shaping the future of luxury retail. It delivers seamless omnichannel experiences across more than 950 stores, online platforms, and mobile apps. Driving this innovation journey is The Greenhouse — the Group’s innovation hub, incubator, and accelerator for startups and emerging businesses, regionally and globally.</p> <p>Chalhoub Group fosters a people-at-heart culture rooted in diversity, equity, and inclusion, and a workplace catalysed by forward thinking and future-proofing. Today, it brings together over 16,000 talented professionals across eight countries in the Middle East, with a presence in LATAM. Their collective efforts have earned the Group the Great Place to Work® certification in several markets.</p> <p>Sustainability is at the core of the Group’s strategy, guided by a clear commitment to people, partners, and the planet. Chalhoub Group is proud to be a member of the United Nations Global Compact, a signatory of the Women’s Empowerment Principles, and to have pledged to reach Net Zero by 2040.</p> <h4>What you'll be doing</h4> <p>At Chalhoub we express the exceptional! As a fashion consultant you will be responsible for achieving individual and collective sales targets while delivering exceptional guest experience; and ensuring support in the implementation of CRM, CX and other key customer and people initiatives in-store.</p> <ul> <li>You will collect data on customer behaviour, top sellers, slow movers which will be key input for business reviews</li> <li>Drive client relationships within an omni-channel approach</li> <li>Provide pre-buying feedback on products</li> <li>Drive eNPS through people experience initiatives and culture</li> <li>Ensure adherence to VM guidelines and standard operating procedures (SOPs)</li> <li>Ensure click and collect are conducted within SLAs (service-level agreement)</li> <li>Ensure customer data is properly captured in adherence to marketing team requirements</li> <li>Promote loyalty program (MUSE) and stay up-to-date with app offerings etc.</li> <li>Support with in-store marketing events and activations</li> <li>Keep abreast of all brand social media activities and campaigns</li> <li>Drive sell-throughs within the store</li> <li>Support in-store CX initiatives</li> <li>Provide input to what’s working well/what’s not working well within the store</li> </ul> <h4>What you'll need to succeed</h4> <ul> <li>Strong English communication skills</li> <li>This opportunity is for Emiratisation</li> <li>For general fashion consultant opportunities, please review the careers site for active vacancies</li> </ul> <h4>What we can offer you</h4> <p>With us, you will turn your aspirations into reality. We will help shape your journey through enriching experiences, learning and development opportunities and exposure to different assignments within your role or through internal mobility. Our Group offers diverse career paths for those who are extraordinary, every day.</p> <p>We recognise the value that you bring, and we strive to provide a competitive benefits package which includes health care, child education contribution, remote and flexible working policies as well as exclusive employee discounts.</p> <h4>We invite all applicants to apply</h4> <p>It takes diversity of thought, culture, background, differing abilities and perspectives to truly inspire, exhilarate and delight our customers. At Chalhoub Group, we are committed to inclusion and diversity.</p> <p>We welcome all applicants to apply and be part of our exciting future. We ensure equal opportunity for all our applicants without regard to gender, age, race, religion, national origin or disability status.</p>

<p>For over seven decades, Chalhoub Group has been a partner and creator of luxury experiences in the Middle East. In its pursuit to excel as a hybrid luxury retailer, the Group has curated a portfolio of over 10 owned brands and strengthened its distribution and marketing expertise for over 400 international names across luxury fashion, beauty, jewellery, watches, eyewear, and art de vivre categories.</p> <p>Every step at Chalhoub Group is taken to build a future where luxury dreams become reality — bridging cultures and crafting memorable experiences for our consumers. Be it by constantly reinventing itself, committing to innovation, or embracing new technologies, the Group is shaping the future of luxury retail. It delivers seamless omnichannel experiences across more than 950 stores, online platforms, and mobile apps. Driving this innovation journey is The Greenhouse — the Group’s innovation hub, incubator, and accelerator for startups and emerging businesses, regionally and globally.</p> <p>Chalhoub Group fosters a people-at-heart culture rooted in diversity, equity, and inclusion, and a workplace catalysed by forward thinking and future-proofing. Today, it brings together over 16,000 talented professionals across eight countries in the Middle East, with a presence in LATAM. Their collective efforts have earned the Group the Great Place to Work® certification in several markets.</p> <p>Sustainability is at the core of the Group’s strategy, guided by a clear commitment to people, partners, and the planet. Chalhoub Group is proud to be a member of the United Nations Global Compact, a signatory of the Women’s Empowerment Principles, and to have pledged to reach Net Zero by 2040.</p> <h4>What you'll be doing</h4> <p>At Chalhoub we express the exceptional! As a Fashion Consultant you will be responsible for achieving individual and collective sales targets while delivering exceptional guest experience; and ensuring support in the implementation of CRM, CX and other key customer and people initiatives in-store.</p> <ul> <li>You will collect data on customer behaviour, top sellers, slow movers which will be key input for business reviews</li> <li>Drive client relationships within an omni-channel approach</li> <li>Provide pre-buying feedback on products</li> <li>Drive eNPS through people experience initiatives and culture</li> <li>Ensure adherence to VM guidelines and standard operating procedures (SOPs)</li> <li>Ensure click and collect are conducted within SLAs (Service-level agreement)</li> <li>Ensure customer data is properly captured in adherence to marketing team requirements</li> <li>Promote loyalty program (MUSE) and stay up-to-date with app offerings</li> <li>Support with in-store marketing events and activations</li> <li>Keep abreast of all brand social media activities and campaigns</li> <li>Drive sell-throughs within the store</li> <li>Support in-store CX initiatives</li> <li>Provide input to what’s working well / what’s not working well within the store</li> </ul> <h4>What you'll need to succeed</h4> <ul> <li>Strong English communication skills</li> <li>This opportunity is for Emiratisation</li> <li>For general Fashion Consultant opportunities, please review the careers site for active vacancies</li> </ul> <h4>What we can offer you</h4> <p>With us, you will turn your aspirations into reality. We will help shape your journey through enriching experiences, learning and development opportunities and exposure to different assignments within your role or through internal mobility. Our Group offers diverse career paths for those who are extraordinary, every day.</p> <p>We recognize the value that you bring, and we strive to provide a competitive benefits package which includes health care, child education contribution, remote and flexible working policies as well as exclusive employee discounts.</p> <h4>We invite all applicants to apply</h4> <p>It takes diversity of thought, culture, background, differing abilities and perspectives to truly inspire, exhilarate and delight our customers. At Chalhoub Group, we are committed to inclusion and diversity.</p> <p>We welcome all applicants to apply and be part of our exciting future. We ensure equal opportunity for all our applicants without regard to gender, age, race, religion, national origin or disability status.</p>

<p>For over six decades, Chalhoub Group has been a partner and creator of luxury experiences in the Middle East. The Group, in its endeavour to excel as a hybrid retailer, has reinforced its distribution and marketing services with a portfolio of eight owned brands and over 300 international brands in the luxury, beauty, fashion, and art de vivre categories. More recently, the Group expanded its expertise into new categories of luxury watches, jewellery, and eyewear.</p> <p>Every step at Chalhoub Group is taken with the customer at heart. Be it constantly reinventing itself or focusing on innovation to provide luxury experiences at over 750+ experiential retail stores, online and through mobile apps, each touch point leads to delighting the customer.</p> <p>Today, Chalhoub Group stands for 14,000 skilled and talented professionals across seven countries, whose cohesive efforts have resulted in the Group being ranked third in the Middle East and first in Saudi Arabia as a Great Place to Work®.</p> <p>To keep the innovation journey going, the Group has set up “The Greenhouse”, which is not just an innovation hub, but also an incubator space and accelerator for start-ups and small businesses in the region and internationally. This is just one of the several initiatives taken by the Group to reinvent itself, catalysed by forward thinking and future-proofing. The Group has also been embedding sustainability at the core of its business strategy with a clear commitment towards people, partners and the planet, and by being a member of the United Nations Global Compact Community and signatory of the Women's Empowerment Principles.</p> <h4>What you'll be doing</h4> <p>At Chalhoub we express the exceptional! As a Fashion Consultant you will be responsible for achieving individual and collective sales targets while delivering exceptional Guest Experience; and ensuring support in the implementation of CRM, CX and other key customer and people initiatives in-store.</p> <ul> <li>You will collect data on customer behaviour, top sellers, slow movers which will be key input for business reviews</li> <li>Drive client relationships within an omni-channel approach</li> <li>Provide pre-buying feedback on products</li> <li>Drive eNPS through people experience initiatives and culture</li> <li>Ensure adherence to VM guidelines and Standard operating procedures (SOPs)</li> <li>Ensure click and collect are conducted within SLAs (Service-level agreement)</li> <li>Ensure customer data is properly captured in adherence to marketing team requirements</li> <li>Promote loyalty program (MUSE) and stay up-to-date with app offerings etc.</li> <li>Support with in-store marketing events and activations</li> <li>Keep abreast of all brand social media activities and campaigns</li> <li>Drive sell-throughs within the store</li> <li>Support in-store CX initiatives</li> <li>Provide input to what’s working well/what’s not working well within the store</li> </ul> <h4>What you'll need to succeed</h4> <p>Strong English communication skills</p> <h4>What we can offer you</h4> <p>With us, you will turn your aspirations into reality. We will help shape your journey through enriching experiences, learning and development opportunities and exposure to different assignments within your role or through internal mobility. Our Group offers diverse career paths for those who are extraordinary, every day.</p> <p>We recognise the value that you bring, and we strive to provide a competitive benefits package which includes health care, child education contribution, remote and flexible working policies as well as exclusive employee discounts.</p> <h4>We invite all applicants to apply</h4> <p>It takes diversity of thought, culture, background, differing abilities and perspectives to truly inspire, exhilarate and delight our customers. At Chalhoub Group, we are committed to inclusion and diversity.</p> <p>We welcome all applicants to apply and be part of our exciting future. We ensure equal opportunity for all our applicants without regard to gender, age, race, religion, national origin or disability status.</p>

<p><strong>Freelance Social Media Content Creator – Fashion Brand</strong></p><p>We are looking for a creative <strong>Social Media Content Creator</strong> for an ongoing monthly collaboration.</p><p>We’re looking for someone who understands fashion, social media trends and visual storytelling, and can help us create fresh, engaging content for <strong>Instagram and TikTok</strong>.</p><p><strong>Key Responsibilities:</strong></p><ul><li>Create short<strong>&nbsp;videos&nbsp;</strong></li><li>Videography and photography of collections and brand content</li><li>Develop creative concepts and <strong>scripts/storyboards.</strong></li><li>Stay up to date with current <strong>fashion trends</strong> and adapt them to our brand</li><li>Film and edit engaging, high-quality content</li><li>Create a mix of product, lifestyle, behind-the-scenes and trend-led content</li><li>Incorporate graphics, typography or creative visual elements when suitable</li><li>Plan and <strong>post content.</strong><br><br>What matters most to us is a <strong>strong creative eye, good taste and an artistic approach to content creation</strong>.</li></ul><p>&nbsp;</p><p>Experience in <strong>fashion, beauty or lifestyle content</strong> is preferred.</p>

<ul><li>Capture high-quality images that align with client specifications, ensuring creativity and technical precision in every shot.</li><li>Edit and retouch photos using advanced software tools, enhancing visual appeal while maintaining authenticity.</li><li>Collaborate with clients to understand their vision and deliver tailored photographic solutions that exceed expectations.</li><li>Manage all aspects of photo shoots, including lighting, composition, and direction, to create compelling visual narratives.</li></ul><p><strong>Desired Candidate Profile</strong></p><ul><li>Bachelor's degree in Photography, Visual Arts, or a related field, showcasing a strong foundational knowledge.</li><li>A minimum of 3 years of professional photography experience, with a portfolio that reflects a diverse skill set.</li><li>Certification in digital photography or editing software (e.g., Adobe Photoshop, Lightroom) is a plus.</li><li>Experience in specific industries such as fashion, weddings, or commercial photography preferred.</li></ul>

<p>LLM Solution Design & Development</p><ul><li><p>Architect and deliver production-ready LLM applications, including conversational agents, intelligent assistants, and RAG pipelines with advanced retrieval and re-ranking.</p></li><li><p>Build multi-agent systems using <strong>Lang Chain, Lang Graph, Auto Gen, or Crew AI</strong>; apply prompt engineering techniques to optimize model performance.</p></li><li><p>Integrate LLM solutions with enterprise systems via REST APIs and event-driven architectures.</p></li></ul><p>Model Fine-Tuning & Optimization</p><ul><li><p>Lead fine-tuning (LoRA, QLoRA, instruction tuning) and benchmark foundation models such as <strong>Open AI, Mistral, Llama, and Gemini</strong> for specific use cases.</p></li><li><p>Optimize for latency, cost, and throughput; design evaluation frameworks to measure accuracy, hallucination, and safety.</p></li></ul><p>Agentic AI & Workflow Automation</p><ul><li><p>Design agentic workflows with tool use, memory management, planning loops, and human-in-the-loop controls.</p></li><li><p>Build AI-driven automation pipelines across structured and unstructured enterprise data sources.</p></li></ul><p>Vector Databases & Knowledge Infrastructure</p><ul><li><p>Design and manage vector stores (Pinecone, Weaviate, Qdrant, FAISS, or <strong>PG Vector</strong>) with semantic and hybrid search strategies.</p></li><li><p>Maintain knowledge bases powering enterprise AI applications, ensuring accuracy and freshness of indexed content.</p></li></ul><p>Technical Leadership & Mentoring</p><ul><li><p>Guide and review the work of associate-level engineers; contribute to reusable frameworks and internal engineering standards.</p></li><li><p>Lead client workshops, technical discovery sessions, and proof-of-concept demonstrations; produce clear solution design documentation.</p></li></ul><p>Trend Monitoring & Innovation</p><ul><li><p>Evaluate emerging LLMs, multimodal models, and local inference runtimes; prototype new tools and share findings with the team.</p></li><li><p>Contribute to Beinex thought leadership through internal knowledge-sharing sessions, technical write-ups, or industry presentations.</p></li></ul><p><strong>Desired Candidate Profile</strong></p><ul><li><p>5+ years of professional experience in AI Engineering, Machine Learning, or Applied NLP, with at least 2 years focused on LLMs and Generative AI.</p></li><li><p>Strong proficiency in Python and experience with <strong>Hugging Face Transformer Library, Lang Chain, Lang Graph, Fast API, and PyTorch</strong>.</p></li><li><p>Deep practical knowledge of LLM fine-tuning, prompt engineering, RAG pipeline design, and agentic AI development.</p></li><li><p>Hands-on experience with vector databases such as Pinecone, Weaviate, Qdrant, FAISS, or <strong>PG Vector</strong>, along with embedding models.</p></li><li><p>Proven ability to deploy and productionize AI solutions in AWS, Azure, or GCP using Docker and Kubernetes.</p></li><li><p>Experience integrating AI solutions with enterprise platforms through REST APIs, webhooks, or event-driven architectures.</p></li><li><p>Strong understanding of responsible AI principles, including hallucination mitigation, output evaluation, content safety, and model governance.</p></li><li><p>Excellent communication skills with the ability to explain complex technical concepts to both technical and business stakeholders.</p></li><li><p>Demonstrated ability to independently lead AI projects from solution design through production deployment.</p></li></ul><p>Preferred Certifications</p><ul><li><p>AWS Certified Machine Learning – Specialty, Azure AI Engineer, GCP Professional Machine Learning Engineer, or equivalent cloud AI/ML certification.</p></li><li><p>Deep Learning Specialization.</p></li><li><p>LLM Engineering or Generative AI certifications from recognized learning platforms such as <strong>Hugging Face, DeepLearning AI, or Databricks</strong>.</p></li><li><p>Certified Kubernetes Application Developer (CKAD) is an added advantage.</p></li></ul>

<p><strong><u>Job Description </u></strong></p><p><br></p><ul><li>Senior stylists will be expected to carry out bespoke consultations with clients on their needs and advise on anything from hair care to cuts and colours. They are generally confident and experienced in all aspects of hairdressing; cutting, styling, colouring, barbering, highlights, extensions, hair up, foils etc) and can charge clients more for their services as a result.</li><li>&nbsp;</li><li>They will at times be assisted by junior stylists and apprentices. This is essential to progressing and developing talent in the salon as the senior stylist will be expected to pass on their experience to more junior hairdressing staff members.</li><li>&nbsp;</li><li>For senior hairdressers that display particular creative talent there will be the opportunity of exploring their creativity by becoming involved in photoshoots and contributing to the creative art team.</li></ul><p><br></p><p><strong><u>Skills and Experience </u></strong></p><p><br></p><ul><li>Strong knowledge of classic and creative cutting techniques</li><li>Good colour knowledge</li><li>Strong on customer service</li><li>Excellent communication</li><li>Ability to build up client base and retain it</li><li>Sales skills in recommending and selling hair products to clients and encouraging them&nbsp;to rebook</li><li>Keen interest on fashion, celebrity and hair trends i.e. balayage</li></ul><p><br></p>

About the Role<br>You will be designing, developing and deploying scalable generative AI solutions while managing and maintaining LLM deployments for internal AI tools, ensuring high availability and efficiency for internal teams, and training and deploying deep learning and LLMs models to production.<br><br>Responsibilities<br><br>Design and implement robust RAG pipelines to integrate Large Language Models (LLMs) with proprietary data sources, ensuring high accuracy and low latency in responses. Architect and maintain complex Apache Airflow DAGs to automate data ingestion, cleaning, embedding generation, and model retraining workflows. Manage and optimize Vector Databases (e.g., Pinecone, Milvus, Weaviate) for efficient storage and retrieval of high-dimensional embeddings. Maintain and monitor internal LLM deployments (hosting, scaling, and versioning), ensuring 99% uptime, managing GPU resources and optimizing inference for internal AI usage. Train, fine-tune, and deploy deep learning and LLM models to production environments, managing the full MLOps lifecycle from experimentation to serving.<br><br>Qualifications<br><br>At least Bachelor's Degree in Computer Science, Software Engineering, Data Science, AI or related field8+ years in Software Engineering overall Solid experience in building LLM applications and RAG pipelines, in production Production experience with Python and DBs. Optimizing GPU compute resources (v LLM, Tensor RT). Open-source contributions to AI/MLOps libraries. Advanced model fine-tuning (LoRA, PEFT). Good foundation in linear algebra and statistics.<br><br>Required Skills<br>Programming: Python (Must), Java (nice to have: GO, Scala) AI/ML: PyTorch, Tensor Flow, Hugging Face. Gen AI and LLMs: RAG, Lang Chain, Llama Index, RAG pipeline design. Nice to have: PEFT/LoRA fine-tuning. Data Processing: Apache Airflow, DAGs. Nice to have: PySpark or Ray. Databases: Vector DBs (Pinecone/Milvus), SQL/NoSQL, embedding models and semantic search MLOps: Docker, Kubernetes, v LLM, Cloud (AWS/Azure/GCP), CI/CD pipelines. Nice to have: GPU resource management and optimization (CUDA).

<p><strong>BEAMS</strong> is more than a retail brand — we bring carefully curated products from Japan and around the world through a uniquely Japanese perspective.</p><p>Our focus is on creating memorable customer experiences through creativity, craftsmanship, thoughtful service and genuine hospitality. Guided by the Japanese philosophy of <strong>Omotenashi</strong>, we anticipate customer needs, pay attention to every detail and make every visit personal and inspiring.</p><p><br></p><p>We are looking for an <strong>Assistant Manager – Retail</strong> to join our team in <strong>Abu Dhabi</strong> and help bring the <strong>BEAMS</strong> experience to life on the sales floor.</p><p><br></p><p>As Assistant Manager – Retail, you will lead the retail floor during assigned shifts and support the Shop Manager in delivering <strong>sales, customer experience, team performance and product presentation standards</strong>.</p><p>You will coach Sales Executives to create meaningful customer interactions through styling, product curation, storytelling and natural hospitality.</p><p><br></p><p> KEY RESPONSIBILITIES</p><p>• Lead shift briefings, floor allocation, breaks and handovers</p><p>• Model and coach <strong>The BEAMS Abu Dhabi Way</strong> on the sales floor</p><p>• Support team sales while prioritising store and customer outcomes</p><p>• Monitor conversion, average transaction value and individual contribution</p><p>• Develop product knowledge, styling and curation storytelling</p><p>• Maintain fitting-room, floor and replenishment standards</p><p>• Implement and maintain visual direction provided by the designated VMD</p><p>• Oversee mobile and fixed POS use, returns and service recovery</p><p>• Coordinate stock availability and counts with the Storekeeper</p><p>• Report customer demand, missed sales and local product feedback</p><p>• Support retail targets, transaction accuracy and loss prevention</p><p>• Approve returns, discounts and compensation within delegated authority</p><p><br></p><p> KEY RESULT AREAS</p><p>• Retail sales and conversion</p><p>• Customer experience and feedback</p><p>• Team service standards and product knowledge</p><p>• POS and transaction accuracy</p><p>• Floor readiness and replenishment</p><p>• Stock accuracy and variance control</p><p><br></p><p> WHAT WE'RE LOOKING FOR</p><p>• <strong>3+ years of experience in premium/luxury retail</strong>, fashion, lifestyle or a customer-focused environment</p><p>• <strong>1–2+ years of supervisory or team-lead experience</strong></p><p>• Strong customer service and people-coaching skills</p><p>• Confident communication and ability to lead by example</p><p>• Strong interest in fashion, lifestyle, styling and product storytelling</p><p>• Commercial awareness with a customer-first mindset</p><p>• Excellent English communication skills</p><p>• Professional grooming and presentation</p><p>• Comfortable working a shift-based schedule, including extended periods of standing and walking</p><p>• Flexibility to support launches, events and stock counts</p><p><br></p><p> WORKING RELATIONSHIPS</p><p><strong>Reports to:</strong> Shop Manager</p><p><strong>Supervises:</strong> Sales Executives</p><p><strong>Works closely with:</strong> VMD, Storekeeper and F&amp;B Team</p><p>If you are passionate about <strong>retail, hospitality, Japanese culture and creating exceptional customer experiences</strong>, we would love to hear from you.</p><p><br></p><p><strong>Join BEAMS and be part of a team representing Japanese hospitality, creativity and lifestyle.</strong></p>

<ul><li>Design and implement machine learning algorithms tailored to solve specific business challenges, ensuring they align with project goals.</li><li>Collaborate with data scientists and analysts to preprocess and analyze large datasets, deriving actionable insights for model improvement.</li><li>Optimize and fine-tune existing AI models to enhance performance and accuracy, using state-of-the-art techniques and tools.</li><li>Conduct thorough testing and validation of AI models, ensuring robustness and reliability before deployment in production environments.</li></ul><p><strong>Desired Candidate Profile</strong></p><ul><li><p>TECHNICAL SKILLS: minimum 3-4 yrs of working experience mandatory Azure AI Services: Demonstrated working experience with Microsoft Azure AI Services including Azure OpenAI, Azure Machine Learning, Azure Cognitive Services, Azure AI Search, Azure Functions, and Azure Databricks. Python Programming: Strong proficiency in Python programming, including experience with REST APIs, SDKs, asynchronous processing, data manipulation, backend development, and AI application frameworks (LangChain, LlamaIndex, Semantic Kernel, LangGraph, FastAPI). LLM & Generative AI: Deep understanding of machine learning, statistical modeling, NLP, generative AI principles, LLM application development, prompt engineering, RAG architecture, embeddings, vector databases, semantic search, and model evaluation techniques. ML Libraries & Frameworks: Advanced proficiency in ML libraries such as PyTorch, TensorFlow, Hugging Face Transformers, scikit-learn, and NLP libraries (spaCy, NLTK). Vector Databases: Experience with vector databases including FAISS, Azure AI Search, ChromaDB, and Pinecone. DevOps/MLOps: Hands-on experience with DevOps/MLOps practices and tools such as Git, Docker, Kubernetes, CI/CD pipelines, MLflow, Terraform, Azure Monitor, and Application Insights. Cloud Security & Integration: Understanding of cloud security, identity and access management, data privacy, encryption, logging, monitoring, and secure API integration patterns. AI Ethics & Governance: Awareness of ethical considerations and responsible AI practices, including fairness, accountability, transparency, bias detection, hallucination mitigation, and compliance in AI systems. KNOWLEDGE, SKILLS, & EXPERIENCE Minimum Qualifications: Bachelor's degree in Computer Science, Engineering, Artificial Intelligence, Data Science, Mathematics, Statistics, or related field; Master's degree is preferred. Microsoft Certified: Azure AI Engineer Associate (AI-102) certification is highly preferred. Minimum Experience: 3+ years of hands-on experience in designing, developing, and deploying AI/ML or Generative AI solutions in production environments. Mandatory hands-on experience with Microsoft Azure AI Services. Experience working with large-scale datasets and real-time enterprise data. Experience in financial services, banking, risk, compliance, customer service, or regulated enterprise environments is an advantage.</p></li></ul>

<section><p class="heading jdMain">Job Description</p><p class="heading">Roles &amp; Responsibilities</p><div class="paragraph"><p>We are currently looking to recruit performance-driven Sales Executives – Used Cars to join our growing Automall team. This is an exciting frontline sales role where you will deliver first-class, face-to-face customer experience while driving sales performance and profitability for the business.</p><p>No automotive experience is required; we are looking for confident, customer-focused sales professionals with the passion and motivation to succeed.</p><p>What you will do</p><ul><li><p>As a Sales Executive, you will be responsible for achieving and exceeding sales targets for Automall used vehicles while ensuring an excellent customer service experience throughout the sales journey.</p></li><li><p>Support the sales objectives of the business by achieving assigned sales and CSI targets.</p></li><li><p>Provide excellent service to current and potential Automall customers.</p></li><li><p>Follow company sales policies, procedures and standards always.</p></li><li><p>Attend to and follow up on customer enquiries and prospects in a timely manner to maximize sales opportunities.</p></li><li><p>Achieving or exceeding allocated monthly sales targets.</p></li><li><p>Ensure strong customer satisfaction to support repeat sales and long-term customer loyalty.</p></li><li><p>Handle cash and support vehicle finance arrangements in line with company procedures.</p></li><li><p>Continuously improving selling techniques and customer handling skills.</p></li><li><p>Promote and sell vehicle-related insurance products and accessories.</p></li><li><p>Maintain strong awareness of the automotive industry, product range, models, features, benefits, market trends and competitor activity.</p></li><li><p>Analyze market conditions, identify customer needs and explore opportunities to sell Automall products and services.</p></li></ul></div></section><section><p class="heading">Desired Candidate Profile</p><p class="paragraph"></p><ul><li><p>To be successful in this role, you should bring a strong sales mindset, excellent customer service skills and the confidence to engage with customers in a fast-paced retail environment.</p></li><li><p>Previous sales experience in retail, fashion, hospitality or real estate is preferred, but not mandatory.</p></li><li><p>Demonstrated understanding of the sales process in any industry. Genuine passion for delivering exceptional customer experience.</p></li><li><p>Valid UAE driving license is a must.</p></li></ul><p></p></section>

<ul><li><p>We are currently looking to recruit performance-driven Sales Executives – Used Cars to join our growing Automall team. This is an exciting frontline sales role where you will deliver first-class, face-to-face customer experience while driving sales performance and profitability for the business.</p><p>No automotive experience is required; we are looking for confident, customer-focused sales professionals with the passion and motivation to succeed.</p><p>What you will do</p><ul><li><p>As a Sales Executive, you will be responsible for achieving and exceeding sales targets for Automall used vehicles while ensuring an excellent customer service experience throughout the sales journey.</p></li><li><p>Support the sales objectives of the business by achieving assigned sales and CSI targets.</p></li><li><p>Provide excellent service to current and potential Automall customers.</p></li><li><p>Follow company sales policies, procedures and standards always.</p></li><li><p>Attend to and follow up on customer enquiries and prospects in a timely manner to maximize sales opportunities.</p></li><li><p>Achieving or exceeding allocated monthly sales targets.</p></li><li><p>Ensure strong customer satisfaction to support repeat sales and long-term customer loyalty.</p></li><li><p>Handle cash and support vehicle finance arrangements in line with company procedures.</p></li><li><p>Continuously improving selling techniques and customer handling skills.</p></li><li><p>Promote and sell vehicle-related insurance products and accessories.</p></li><li><p>Maintain strong awareness of the automotive industry, product range, models, features, benefits, market trends and competitor activity.</p></li><li><p>Analyze market conditions, identify customer needs and explore opportunities to sell Automall products and services.</p></li></ul></li></ul><p><strong>Desired Candidate Profile</strong></p><ul><li><p>Required skills to be successful</p><ul><li><p>To be successful in this role, you should bring a strong sales mindset, excellent customer service skills and the confidence to engage with customers in a fast-paced retail environment.</p></li><li><p>Previous sales experience in retail, fashion, hospitality or real estate is preferred, but not mandatory.</p></li><li><p>Demonstrated understanding of the sales process in any industry. Genuine passion for delivering exceptional customer experience.</p></li><li><p>Valid UAE driving license is a must.</p></li></ul><p>About the team</p><p>You will be part of Automall, a growing and dynamic used car sales business focused on delivering quality vehicles and excellent customer experience. The team operates in a fast-paced, customer-facing environment where sales performance, service excellence and product knowledge are key to success.</p><p>What equips you for the role</p><ul><li><p>A strong customer-first mindset and the ability to build rapport quickly.</p></li><li><p>Confidence in engaging with customers and converting enquiries into sales opportunities.</p></li><li><p>A proactive approach to learning product knowledge, market trends and sales techniques.</p></li><li><p>Ability to work towards targets while maintaining high service standards.</p></li><li><p>Resilience, motivation and a positive attitude in a competitive sales environment.</p></li><li><p>Interest in building a career in automotive sales, even if you are coming from another customer-facing industry.</p></li><li><p>Self-motivated, target-driven and hungry to succeed.</p></li><li><p>Good PC proficiency.</p></li><li><p>Fluent English communication skills.</p></li><li><p>Strong communication and influencing skills.</p></li></ul></li></ul>

<p>For over seven decades, Chalhoub Group has been a partner and creator of luxury experiences in the Middle East. In its pursuit to excel as a hybrid luxury retailer, the Group has curated a portfolio of over 10 owned brands and strengthened its distribution and marketing expertise for over 400 international names across luxury fashion, beauty, jewellery, watches, eyewear, and art de vivre categories.</p> <p>Every step at Chalhoub Group is taken to build a future where luxury dreams become reality — bridging cultures and crafting memorable experiences for our consumers. Be it by constantly reinventing itself, committing to innovation, or embracing new technologies, the Group is shaping the future of luxury retail. It delivers seamless omnichannel experiences across more than 950 stores, online platforms, and mobile apps. Driving this innovation journey is The Greenhouse — the Group’s innovation hub, incubator, and accelerator for startups and emerging businesses, regionally and globally.</p> <p>Chalhoub Group fosters a people-at-heart culture rooted in diversity, equity, and inclusion, and a workplace catalysed by forward thinking and future-proofing. Today, it brings together over 16,000 talented professionals across eight countries in the Middle East, with a presence in LATAM. Their collective efforts have earned the Group the Great Place to Work® certification in several markets.</p> <p>Sustainability is at the core of the Group’s strategy, guided by a clear commitment to people, partners, and the planet. Chalhoub Group is proud to be a member of the United Nations Global Compact, a signatory of the Women’s Empowerment Principles, and to have pledged to reach Net Zero by 2040.</p> <h4>What you'll be doing</h4> <p>Our Store Manager is responsible for driving the store business. They work towards achieving the store sales’ target, build a base of loyal VIP customers by recruiting and retaining them, manage the team and ensure full adherence to the brand’s guidelines and store processes.</p> <h4>Key Responsibilities</h4> <p><strong>Drive the Business</strong></p> <ul> <li>Lead by example and represent the brand by communicating its values and philosophy through all activities and interactions with customers and other team members.</li> <li>Define, execute and monitor the store action plan to achieve sales targets and KPIs.</li> <li>Manage the customer database to build strong relationships with customers and create future potential selling opportunities.</li> <li>Stay ahead of latest trends, products and competitors and share feedback with relevant stakeholders in the back-office team. Conduct quarterly SWOT analysis and discuss the outcome with your team and line manager.</li> <li>Think hybrid by leveraging all types of point of sales online and offline.</li> </ul> <p><strong>Team Leadership and Development</strong></p> <ul> <li>Provide a clear vision to the team about the business and store’s vision and key directions.</li> <li>Identify, recruit, develop and retain strong talents.</li> <li>Create a positive work environment based on trust, respect and fairness and be the voice of the employees when needed by sharing any of their feedback, challenges and concerns with the leadership and HR teams.</li> <li>Act as a coach for the team members and promote growth mindset by leveraging the Group’s available learning tools and platforms and constantly monitor the team’s development plans and professional growth.</li> <li>Ensure performance improvement plans are discussed and documented in a transparent manner.</li> </ul> <p><strong>Customer Experience</strong></p> <ul> <li>Develop the omnichannel mindset among the team by constantly promoting the different touchpoints of the customer experience (physical and digital).</li> <li>Use the clienteling approach and techniques with a focus on VIPs, leveraging customer data to proactively cater to their needs and preferences, the brand’s ecommerce business including different activities, offerings, activations, etc.</li> <li>Recruit new clients and convert them into loyal VIP customers by providing them with an excellent experience and constantly networking with them.</li> </ul> <p><strong>Operational Excellence</strong></p> <ul> <li>Ensure all sales and operational policies and procedures (SOPs) are followed and maintained in the store.</li> <li>Ensure e-commerce orders are prepared and processed within the set SLAs in terms of time and quality and no fulfillment action is pending in the store.</li> <li>Leverage available technology tools when available to support customer experience in and outside of store (Clienteling app, OMS, Whatsapp Business, etc.) and ensure the team is well versed with it or otherwise trained on it.</li> <li>Ensure all operating standards are followed from stock replenishment to organising displays as per the brand’s VM guidelines.</li> <li>Ensure a healthy floor coverage by analyzing historical traffic data and anticipating peak hours.</li> <li>Ensure that all processes are compliant with legal, safety, security, retail store operations and HR guidelines, work closely with relevant teams to constantly improve them and escalate any issues or concerns for prompt action.</li> </ul> <h4>What you’ll need to succeed</h4> <ul> <li>Leadership experience in luxury fashion retail, ready to step into a Store Manager role and based in the UAE.</li> <li>People-focused approach, with the ability to motivate, coach, and develop a high-performing team.</li> <li>Strong commercial mindset, confident in reading KPIs, understanding business performance, and taking actions that drive results.</li> <li>Genuine passion for fashion and client experience, comfortable leading styling conversations and being present on the shop floor.</li> <li>Operational and VM strength, ensuring store standards, product presentation, and daily operations run smoothly.</li> </ul> <h4>What we can offer you</h4> <p>With us, you will turn your aspirations into reality. We will help shape your journey through enriching experiences, learning and development opportunities and exposure to different assignments within your role or through internal mobility. Our Group offers diverse career paths for those who are extraordinary, every day.</p> <p>We recognise the value that you bring, and we strive to provide a competitive benefits package which includes health care, child education contribution, remote and flexible working policies as well as exclusive employee discounts.</p> <h4>We invite all applicants to apply</h4> <p>It takes diversity of thought, culture, background, differing abilities and perspectives to truly inspire, exhilarate and delight our customers. At Chalhoub Group, we are committed to inclusion and diversity.</p> <p>We welcome all applicants to apply and be part of our exciting future. We ensure equal opportunity for all our applicants without regard to gender, age, race, religion, national origin or disability status.</p>

<p>For over seven decades, Chalhoub Group has been a partner and creator of luxury experiences in the Middle East. In its pursuit to excel as a hybrid luxury retailer, the Group has curated a portfolio of over 10 owned brands and strengthened its distribution and marketing expertise for over 400 international names across luxury fashion, beauty, jewellery, watches, eyewear, and art de vivre categories.</p> <p>Every step at Chalhoub Group is taken to build a future where luxury dreams become reality — bridging cultures and crafting memorable experiences for our consumers. Be it by constantly reinventing itself, committing to innovation, or embracing new technologies, the Group is shaping the future of luxury retail. It delivers seamless omnichannel experiences across more than 950 stores, online platforms, and mobile apps. Driving this innovation journey is The Greenhouse — the Group’s innovation hub, incubator, and accelerator for startups and emerging businesses, regionally and globally.</p> <p>Chalhoub Group fosters a people-at-heart culture rooted in diversity, equity, and inclusion, and a workplace catalysed by forward thinking and future-proofing. Today, it brings together over 16,000 talented professionals across eight countries in the Middle East, with a presence in LATAM. Their collective efforts have earned the Group the Great Place to Work® certification in several markets.</p> <p>Sustainability is at the core of the Group’s strategy, guided by a clear commitment to people, partners, and the planet. Chalhoub Group is proud to be a member of the United Nations Global Compact, a signatory of the Women’s Empowerment Principles, and to have pledged to reach Net Zero by 2040.</p> <h4>What you'll be doing</h4> <p>Our Beauty Consultant is responsible for delivering outstanding customer service to all customers and to use appropriate sales techniques and product knowledge to reach sales targets. Our Beauty Consultant is accountable for counter cleanliness, stock replenishment, handling new launches, promotion of products and merchandising. Our Consultant is also required to maintain high levels of standards in terms of grooming.</p> <ul> <li>Build and maintain guest experience standards in order to build strong loyalty</li> <li>Address customers' queries about products, prices, availability, product uses, and services</li> <li>Communicate with customers to assess their needs, provide assistance in satisfying those needs and meeting or surpassing customers expectations</li> <li>Advise customers on product ranges best suited to their needs</li> <li>Demonstrate usage and benefits of various brands and products</li> <li>Generate sales, while achieving line and sales targets, using makeup knowledge</li> <li>Sell-out target tracking at store level</li> <li>Generate daily sales reports</li> <li>Participate in achieving incentives</li> <li>Track post-launch sales at store level</li> <li>Ensure merchandising levels in the store are met as per the brand guidelines</li> <li>Ensure in-store stock replenishment in the appropriate shelves/counters, at appropriate times</li> <li>Report stock shortages using the stock order form</li> <li>Ensure stock receipt as per set procedures</li> </ul> <h4>What you'll need to succeed</h4> <ul> <li>Proven expertise in makeup artistry, with strong knowledge of complexion, eye, and lip techniques across diverse skin tones and face shapes</li> <li>Demonstrated ability to deliver personalized makeup consultations, application services, and product recommendations that enhance the client experience</li> <li>Strong knowledge of current beauty trends, luxury retail standards, and premium customer service</li> <li>Fluent English communication skills (spoken); additional languages are an advantage</li> </ul> <h4>What we can offer you</h4> <p>With us, you will turn your aspirations into reality. We will help shape your journey through enriching experiences, learning and development opportunities and exposure to different assignments within your role or through internal mobility. Our Group offers diverse career paths for those who are extraordinary, every day.</p> <p>We recognise the value that you bring, and we strive to provide a competitive benefits package which includes health care, child education contribution, remote and flexible working policies as well as exclusive employee discounts.</p> <h4>Using GenAI in your application process</h4> <p>To support a fair and consistent experience for all candidates, we ask that assessments and interviews are completed independently and without assistance from generative AI tools. This ensures we understand your strengths, your thinking, and how you approach real situations.</p> <h4>We invite all applicants to apply</h4> <p>It takes diversity of thought, culture, background, differing abilities and perspectives to truly inspire, exhilarate and delight our customers. At Chalhoub Group, we are committed to inclusion and diversity.</p> <p>We welcome all applicants to apply and be part of our exciting future. We ensure equal opportunity for all our applicants without regard to gender, age, race, religion, national origin or disability status.</p>

<ul><li><p>Work with large and complex data sets to solve challenging business problems</p></li><li><p>Collect, clean, and preprocess large datasets for analysis & model training</p></li><li><p>Perform exploratory data analysis (EDA) to uncover insights and inform model development</p></li><li><p>Develop, train, and optimize machine learning models using state-of-the-art algorithms and frameworks</p></li><li><p>Build end-to-end ML pipelines, including data ingestion, transformation, model training, validation, and deployment</p></li><li><p>Automate workflows for model training, testing, and deployment using CI/CD pipelines and MLOps tools</p></li><li><p>Collaborate with cross-functional teams to integrate models into applications and deliver end-to-end solutions</p></li></ul><p><strong>Desired Candidate Profile</strong></p><ul><li><p>5 years of experience in data science, machine learning, or AI</p></li><li><p>Expertise in supervised/unsupervised learning, deep learning, NLP, computer vision, or generative AI (e.g., LLMs).</p></li><li><p>Strong proficiency in Python and/or R; familiarity with SQL for data querying</p></li><li><p>Ability to build data pipelines (Spark, Airflow, Hadoop) and work with big data tools</p></li><li><p>Understanding of model serving, API development (FastAPI, Flask), and optimizing model performance for real-time or batch inference.</p></li><li><p>Knowledge of Docker, Kubernetes, CI/CD pipelines, and tools like MLflow/Kubeflow for model lifecycle management (MLOps)</p></li><li><p>Experience deploying models on AWS, Google Cloud, Azure, or similar (e.g., Sagemaker, Vertex AI)</p></li><li><p>Educational qualifications: Master in Computer Science or a related field.</p></li></ul><p>Skills</p><p>Machine Learning</p><p>Data Analysis</p><p>Python</p><p>Powered</p>

<ul><li><p>Designs and develops scalable machine learning models and AI-driven solutions to address complex business challenges and enhance decision-making processes</p></li></ul><p>KEY RESPONSIBILITIES</p><ul><li><p>Work with large and complex data sets to solve challenging business problems</p></li><li><p>Efficient training and deployment of standard ML, NN, and Agentic models.</p></li><li><p>Develop, train, and optimize machine learning models using state-of-the-art algorithms and frameworks</p></li><li><p>Build production grade end-to-end ML pipelines, including data ingestion, transformation, model training, validation, and deployment</p></li><li><p>Automate workflows for model training, testing, and deployment using CI/CD pipelines and MLOps tools</p></li><li><p>Collaborate with cross-functional teams to integrate models into applications and deliver end-to-end solutions</p></li><li><p>Finetune SLMs/LLMs and build complex AI architectures</p></li></ul><p><strong>Desired Candidate Profile</strong></p><ul><li><p>(3-7) years of experience in building production grade, scalable AI systems.</p></li><li><p>Expert in supervised/unsupervised learning, deep learning, NLP, computer vision, or generative AI (e.g., LLMs).</p></li><li><p>Strong ML system architecture skills</p></li><li><p>Understanding of model serving, API development (FastAPI, Flask), and optimizing model performance for real-time or batch inference.</p></li><li><p>General Knowledge of Docker, Kubernetes, CI/CD pipelines, and tools like MLflow/Kubeflow for model lifecycle management (MLOps)</p></li><li><p>Comfortable with deploying models on AWS or Azure</p></li><li><p>Minimum Educational qualifications: Bachelor’s degree in Computer Science, Engineering, or related field required</p></li><li><p>Preferred Education qualifications: Master or PhD in Computer Science or a related field.</p></li></ul><p>Skills</p><p>Machine Learning</p><p>AI-driven solutions</p><p>ML system architecture</p>

<ul><li>Develop and deploy machine learning models, ensuring scalability and efficiency in production environments.</li><li>Design and implement end-to-end machine learning pipelines, from data ingestion and preprocessing to model evaluation and deployment.</li><li>Conduct rigorous experimentation and A/B testing to optimize model performance and user experience.</li><li>Stay up-to-date with the latest advancements in machine learning and deep learning, and apply them to solve real-world problems.</li><li>Automate model training, evaluation, and deployment processes to streamline workflows.</li></ul><p><strong>Desired Candidate Profile</strong></p><p><strong>Key Requirements:</strong></p><ul><li><p>3–7 years of experience building production-grade, scalable AI systems</p></li><li><p>Strong expertise in supervised and unsupervised learning, deep learning, NLP, computer vision, and/or generative AI (LLMs)</p></li><li><p>Experience training, fine-tuning, and deploying machine learning, neural network, and Agentic AI models</p></li><li><p>Strong machine learning system architecture and design skills</p></li><li><p>Experience building end-to-end production-grade ML pipelines covering data ingestion, model training, validation, deployment, and monitoring</p></li><li><p>Knowledge of model serving and API development using frameworks such as FastAPI and Flask</p></li><li><p>Familiarity with Docker, Kubernetes, CI/CD pipelines, MLflow, Kubeflow, and MLOps practices</p></li><li><p>Experience deploying models on AWS and/or Azure</p></li><li><p>Bachelor's degree in Computer Science, Engineering, or a related field (Master's or PhD preferred)</p></li></ul>

<p><strong>Project description</strong></p><p>Expert-level engineer designing and building LLM applications and agentic workflows on Azure: RAG pipelines, multi-agent orchestration, MCP tool integration, evaluation, guardrails and cost control. Sets the GenAI engineering standards for the account and is accountable for solution quality against agreed evaluation thresholds.</p><p><br></p><p><strong>Responsibilities</strong></p><p>Build LLM applications and agent workflows with LangGraph / LangChain / Semantic Kernel on Azure OpenAI (AWS Bedrock / GCP Vertex a plus).</p><p>Design RAG pipelines: document ingestion, chunking strategies, embeddings, vector search (Azure AI Search, FAISS, Pinecone), hybrid retrieval and re-ranking.</p><p>Integrate enterprise tools and context via Model Context Protocol (MCP) servers and function / tool calling; design multi-agent systems.</p><p>Engineer, version and test prompts; run offline and online evaluations (accuracy, grounding, hallucination rate) and fine-tuning where justified.</p><p>Implement responsible-AI guardrails (content filters, PII redaction, policy checks) and LLM observability (tracing, token accounting, latency).</p><p>Optimise token and inference cost (model routing, caching, batching); report against cost budgets.</p><p>Document prompts, evaluation results and model choices; mentor engineers adopting GenAI patterns.</p><p><br></p><p><strong>Skills</strong></p><p><em>Must have</em></p><ul><li>Bachelor's degree in Computer Science, Engineering, Information Systems or a related field, or equivalent practical experience.</li><li>10+ years in software or data engineering, of which 3+ in machine learning / NLP and 2+ delivering production LLM applications (RAG, agents) on Azure OpenAI or equivalent.</li><li>Expert Python; LangGraph, LangChain and/or Semantic Kernel; asynchronous, event-driven application design.</li><li>Azure OpenAI, Azure AI Search, Azure AI Foundry / ML, Functions, Container Apps / AKS, Key Vault, Application Insights.</li><li>RAG design: chunking, embeddings, vector databases (Azure AI Search, FAISS, Pinecone), hybrid search, re-ranking.</li><li>MCP server / client development, function calling, multi-agent orchestration and state management.</li><li>LLM evaluation (RAGAS, promptfoo, Azure AI evaluation or equivalent), fine-tuning (LoRA / PEFT) and model selection.</li><li>Guardrails (Azure AI Content Safety, NeMo Guardrails or similar), LLM observability (LangSmith, OpenTelemetry), FinOps for inference.</li></ul><p><strong>Nice to have</strong></p><ul><li>AWS Bedrock or GCP Vertex AI.</li><li>Semantic caching, model distillation, small-language-model deployment.</li><li>Azure AI Engineer Associate (AI-102) or equivalent.</li><li>Experience in financial services, sovereign wealth / investment holding or other regulated enterprise environments.</li><li>Experience working with distributed teams (onsite UAE with nearshore India / offshore Poland squads).</li></ul><p><br></p><p><strong>Languages</strong></p><ul><li>English: C1 Advanced</li></ul>

***HIRING***<br>Job Title – Data Scientist. Salary – AED 30,000 – AED 31,500 per month Contract Length – 6 Months (view to extend) Location – Abu Dhabi Start Date – ASAP<br>The customer is specifically looking for a Data Scientist (Not AI Engineer) with banking sector experience and strong hands-on exposure to credit risk-related projects, ideally with around 6 to 8 years of experience. This includes work on credit risk, loans, scoring platforms, scorecards, underwriting, or similar use cases. Strong data science depth is essential.<br>Role Overview<br>We are looking for a hands-on Senior Data Scientist with banking or financial services experience, particularly in credit risk and lending. The role involves developing machine learning solutions for loan underwriting, default prediction, and customer analytics, with ownership across model development, validation, deployment, and monitoring.<br>The ideal candidate should have strong technical fundamentals and be able to explain modelling decisions and business outcomes clearly.<br>Key Responsibilities Translate business requirements into modelling objectives, precise target definitions, and measurable success criteria. Develop models for credit scoring, loan underwriting, probability of default and borrower behavior analysis. Analyze credit bureau, transactional, repayment and behavioral data to improve risk assessment. Perform data preparation, feature engineering, and feature selection. Build and compare classification models using algorithms such as Random Forest, XGBoost, Light GBM and Cat Boost. Conduct hyperparameter tuning and apply appropriate validation methods, including cross validation and out of time testing. Evaluate model performance and select classification thresholds aligned with business priorities. Explain overall model behavior and individual customer predictions using techniques such as SHAP. Collaborate with engineering teams to deploy models and monitor performance, stability and data drift. Present model results, limitations and measurable business impact to technical and business stakeholders.<br>Required Skills and Experience Proven experience delivering machine learning projects, with clear ownership of technical decisions and outcomes. Banking or financial services experience, including hands on modelling for credit risk or lending. Understanding of loan products, underwriting, default definitions, repayment behavior, and credit bureau data. Strong proficiency in Python and SQL for data preparation, analysis, and modelling. Strong understanding of classification algorithms, bagging, boosting and the bias variance trade off. Practical knowledge of ROC AUC, KS, precision, recall, F1, confusion matrices and classification threshold selection. Experience with feature selection, correlation analysis, normalization, standardization, and model explainability. Strong understanding of data leakage, overfitting, underfitting, dataset splitting, and final model training. Ability to communicate technical concepts clearly and connect model performance to business KPIs.<br>Preferred Skills and Experience Experience with AWS and Amazon Sage Maker for model training, deployment, and monitoring. Experience with hyperparameter optimization tools such as Optuna. Experience developing customer propensity, recommendation, or cross selling models for financial products. Experience combining traditional credit data with alternative or behavioral data. Banking experience and hands-on AWS Sage Maker experience