Senior Machine Learning Engineer

Company Description

About Grab and Our Workplace

Grab is Southeast Asia's leading superapp. From getting your favourite meals delivered to helping you manage your finances and getting around town hassle-free, we've got your back with everything. In Grab, purpose gives us joy and habits build excellence, while harnessing the power of Technology and AI to deliver the mission of driving Southeast Asia forward by economically empowering everyone, with heart, hunger, honour, and humility.

Job Description

Get to Know the Team

The Pricing Data Science team creates efficient marketplaces by determining an optimal price that is both sustainable and loved by our partners and consumers.

Get to Know the Role

We are looking for a Data Scientist to build self-optimizing pricing products that can automatically adjust booking/order fares in response to the dynamic market conditions to achieve predetermined goals.

You will report to the Head of Data Science (Pricing) and will be based onsite in Petaling Jaya, Malaysia.

The Critical Tasks You Will Perform

• You will develop innovative AI/ML/RL/Optimisation models that can automatically adjust booking/order fares in response to dynamic and changing market conditions.
• You will establish pipelines to automate the model retraining and parameter tuning and serve the model in production.
• You will build dashboards to monitor the health of our DS solutions and maintain these solutions. This will involve tracking performance, identifying issues, and implementing improvements.
• You will create technical documents outlining the methodologies and findings of your work. You will present solutions and explain complex concepts to non-technical stakeholders.
• You will participate in design and code reviews, promoting high-standard AI/ML modelling and engineering practices.

Qualifications

What Essential Skills You Will Need

• You hold a Bachelor or Master Degree in a relevant field such as Computer Science, Operations Research, Mathematics, Statistics, Physics, or Software Engineering.
• You have solid background in at least two of the following domains: Operation Research, Reinforcement Learning, Deep Learning, Causal Inference.
• You have 4 years of working experience in tech companies or academic institutions.
• You are proficient in AI assist coding with Python, Tensorflow/Pytorch, SQL, and Spark etc.
• You can develop data processing ETL pipelines to support data analysis, model training, and model serving tasks.
• You are familiar with Version Control Systems such as git, git-flow, and understand the full software development life-cycle.

Additional Information

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 leave
• We 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 hours

What 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.