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AI R&D Intern - Inventory Optimisation

Digital Place Vision Pte Ltd
Singapore
Experience0 years
Salary SGD 800 - 1500 per monthly
LocationSingapore
Job TypeFull time
Skills: Machine Learning Python Pandas NumPy Model Training Feature Engineering
Job Description
Job Title: AI R&D Intern - Inventory Optimisation Company: Digital Place Vision Pte Ltd Job Category: Machine Learning Roles & Responsibilities: Job Description As an R\&D intern at DPV, you will be a key contributor in developing a cutting\-edge inventory optimization system for one of Asia's largest retail chains, with over 25,000 stores. This is a highly focused role where you will work in the development of a predictive demand forecasting model and also build and tune the downstream constraint optimization engine that translates forecasts into actionable inventory decisions. This experience will provide valuable exposure to building successful, full\-stack AI/ML solutions in a high\-impact, real\-world setting. Key Responsibilities: Under the guidance of our data scientists, you will be involved in the full process of developing and deploying a machine learning\-powered system: * Predictive Modeling: Develop and evaluate advanced machine learning regression models for demand forecasting. * Optimization Engine Development: Design and implement the core constraint optimization logic, leveraging frameworks like Google OR\-TOols or similar solvers to balance inventory costs, service levels, and operational constraints across 25,000\+ stores. * Data Pipeline: Perform large\-scale dataset preparation, cleaning, and feature engineering on real\-world retail data. * Model Lifecycle: Conduct rigorous model training, evaluation, validation, and documentation for both the forecasting and optimization components. * Gain exposure to the full\-cycle considerations of an industrial AI/ML project, from experimentation to production readiness. Work Location: Singapore, Singapore Availability: Full time
Requirements
Date Listed 22 Oct 2026 Experience Level Entry Level / Junior Executive Profession IT / Information Technology Industry Artificial Intelligence / Smart Automation Job Period From Jan 2027, For At Least 3 Months Location Name Church Street, Samsung Hub, Singapore Address 3 Church St, Singapore 049483 Map Company Profile At Digital Place Vision (DPV), we’re a team of Visionaries on a mission to light up the retail world with intelligent AI. We're not just about tech; we’re all about seeing the future of retail and making it happen today. From smarter operations to better decisions, we’re here to turn your retail challenges into opportunities for growth. Intern Requirements: * Proficiency in Python and strong experience with scientific computing packages (e.g., Pandas, Numpy, SciPy). * Solid background in probability, statistics, and data analytics. * Knowledge and experience in training and evaluating common ML regression models. * Proficiency in Git version control system. * Problem\-solving aptitude, inquisitive mindset, and passion in data \& AI/ML. * Knowledge/experience in constraint optimization and optimization techniques (e.g., linear programming, mixed\-integer programming). * Familiarity with optimization solvers, particularly Google OR\-Tools is highly preferred. * Knowledge/experience in deep learning or clustering algorithms. * Experience with high\-performance data manipulation tools (e.g., Polars) or out\-of\-memory distributed computing (e.g., Dask). * Experience with cloud platforms, particularly GCP. Key Skills: Machine Learning, Python, Pandas, NumPy, Model Training, Feature Engineering Salary: SGD 800 - 1500 per monthly
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