About this role
Get to Know the Team
The Pricing Data Science team builds pricing systems that balance marketplace efficiency with partner and consumer satisfaction.
Get to Know the Role
You will build automated pricing products that adjust fares based on market supply and demand to meet business targets. You will report to the Senior Data Science Manager and work from our Grab One North Singapore office.
The Critical Tasks You Will Perform
You will build machine learning, reinforcement learning, and operations research models to optimize pricing based on supply and demand patternsYou will build automated pipelines to retrain models, tune parameters, and deploy them to production environmentsYou will build dashboards that monitor model performance and trigger alerts when data anomalies occurYou will write technical documentation explaining model architectures, system designs, and operational proceduresYou will present solutions to stakeholders and conduct code reviews to ensure production code meets engineering standards What Essential Skills You Will Need
To perform these tasks, you will need:
You hold a Master's Degree with at least 2 years working experience in a relevant field such as Computer Science, Operations Research, Mathematics, Statistics, Physics, or Software Engineering.Experience applying advanced algorithms in two or more of the following: reinforcement learning for sequential pricing decisions, deep learning for demand prediction, operations research for resource allocation, or causal inference for measuring pricing impactExperience using AI coding assistants or autonomous agents (such as GitHub Copilot, Cursor, or similar tools) to generate experimental code, validate input datasets, or optimize model parametersExperience building data processing pipelines using Python, SQL, and Spark to Extract, Transform, and Load (ETL) datasets for model training and real-time servingExperience with machine learning frameworks such as TensorFlow or PyTorch for developing neural network architectures and deploying models to productionExperience using Git for version control, including branching strategies and pull request workflows for collaborative code development Life at Grab
We care about your well-being at Grab, here are some of the global benefits we offer:
We have your back with Term Life Insurance and comprehensive Medical Insurance.With GrabFlex, create a benefits package that suits your needs and aspirations.Celebrate moments that matter in life with loved ones through Parental and Birthday leave, and give back to your communities through Love-all-Serve-all (LASA) volunteering leaveWe have a confidential Grabber Assistance Programme to guide and uplift you and your loved ones through life's challenges.Balancing personal commitments and life's demands are made easier with our FlexWork arrangements such as differentiated hoursWhat We Stand For At Grab
We are committed to building an inclusive and equitable workplace that provides equal opportunity for Grabbers to grow and perform at their best. We consider all candidates fairly and equally regardless of nationality, ethnicity, race, religion, age, gender, family commitments, physical and mental impairments or disabilities, and other attributes that make them unique.