Senior Data Scientist Dynamic Pricing
Senior Data Scientist Dynamic Pricing
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Job Description
Get to Know the Team
The Fulfilment tech family is one of the pillars ensuring Grab outserves 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 price that is both sustainable and loved by our partners and consumers.
Get to Know the Role
We are looking for a Senior Data Scientist to build selfoptimising 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 selfoptimising pricing products that can automatically adjust booking/order fares in response to dynamic and changing market conditions.
- You will establish pipelines to automate the model parameter tuning and model serving in a scalable way.
- You will participate in code and design reviews to maintain high development 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 create technical documents outlining the methodologies and findings of your work. You can present solutions and explain complex concepts to nontechnical stakeholders.
- You will stay uptodate with the latest skills and apply this knowledge to accomplish tasks.
Qualifications :
What Essential Skills You Will Need
- You hold a Master 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 experience in two or more of the following areas: reinforcement learning control thoery causal inference optimisation and deep learning in tech companies or academic institutions.
- You are proficient in Python TensorFlow SQL and Spark with experience writing efficient SQL queries and creating readable maintainable and testable python or TensorFlow codes.
- You can develop data processing Extract Transform and Load pipelines to support data analysis model training and model serving tasks.
- You have handson experience with distributed systems and cloud services like AWS GCP and Azure.
- You are familiar with Version Control Systems such as git gitflow and understand the full software development lifecycle.
Additional Information :
Life at Grab
We care about your wellbeing 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 LoveallServeall (LASA) volunteering leave
- We have a confidential Grabber Assistance Programme to guide and uplift you and your loved ones through lifes 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.
Remote Work :
No
Employment Type :
Fulltime
Employment Type
Full-time
