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 Fulfilment tech family is one of the pillars ensuring Grab out-serves our consumers and partners in different businesses and marketplaces across Southeast Asia. The Pricing Data Science team in this tech family 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 Lead Data Scientist to build self-optimising pricing products that can automatically adjust booking/order fares in response to the dynamic and changing market conditions to achieve predetermined goals. You will report into the Head of Data Science (Pricing) and be based onsite in Singapore.
The Critical Tasks You Will Perform
You will build robust self-optimising pricing products that can automatically adjust booking/order fares in response to dynamic and changing market conditions to achieve predetermined goals.
You will establish pipelines to automate the model parameter tuning and model serving in a scalable way. This will involve creating efficient processes to ensure our models can scale with our needs.
You will participate in code and design reviews to maintain high development standards. You will contribute to the continuous improvement of our development processes and standards.
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 take charge of project management and collaborate with Engineering teams to deploy machine learning models in a production environment. This will involve ensuring the smooth integration of these models into our systems.
You will create technical documents outlining the methodologies and findings of your work. You can present solutions and explain complex concepts to business stakeholders that is easily understood by non-technical team members.
You will stay up-to-date with the latest skills and apply this knowledge to accomplish tasks.
Qualifications
What Essential Skills You Will Need
You hold a PhD Degree in a relevant field such as Computer Science, Operations Research, Mathematics, Statistics, Economics, Physics, or Software Engineering.
You have at least 3 years of working experience in tech companies or academic institutions.
You are proficient in Python, TensorFlow, PyTorch, SQL, and Spark, with experience in writing efficient SQL queries and creating readable, maintainable, and testable python or TensorFlow codes.
You can develop data processing Extract, Transform and Load (ETL) pipelines to support data analysis, model training, and model serving tasks.
You have hands-on experience with distributed systems and cloud services like AWS, GCP, and Azure.
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.
What we stand for at Grab
We are committed to building an inclusive and equitable workplace that enables diverse Grabbers to grow and perform at their best. As an equal opportunity employer, we consider all candidates fairly and equally regardless of nationality, ethnicity, religion, age, gender identity, sexual orientation, family commitments, physical and mental impairments or disabilities, and other attributes that make them unique.