GO-JEK
Bangalore
Transportation Management
Location
Bengaluru
Work Type
Permanent
Application Posted
August 30, 2021
About the Role
As our Data Scientist, you’ll be an integral player in the Marketplace Data Science team based in Bengaluru. With the latest cutting-edge data science tech at your disposal, you’ll focus your efforts on bringing our Marketplace systems (i.e. supply, demand, and pricing) to the next level. Employing various quantitative techniques such as Machine Learning, Optimization, Simulation, and Bayesian Techniques, you’ll drive asymmetric values for our businesses at Gojek. You’ll be heavily involved in ideation, research, and building prototypes, and the folks in the Data Science Platform will bring your models to production. Your efforts will directly influence the stability and scalability of Gojek’s Marketplace stream, and thus to company’s top and bottom line as a whole.
What You Will Do
- Work with Data Scientists, Machine Learning Engineers, and Business Users to build, deploy, and scale Data Science solutions on match-making, supply, pricing problems in Gojek that touch the company’s baseline
- Use your experience in Data Science, Machine Learning, Software Engineering, distributed systems to develop these systems, work with the platform team to take the systems to production
- Work with Business teams to continuously refine, improve the systems to cater to ever-changing Gojek needs
- Design and develop world class Data Science solutions to enhance the current stack of Marketplace algorithms for supply, demand, pricing
What You Will Need
- At least 4 years of experience as a Data Scientist/Machine Learning Engineer, with experience in Python, Golang/Java, Unix
- Bachelor’s Degree in Computer Science, Statistics, Operation research or other quantitative fields
- Solid knowledge of Data Science and Machine Learning fundamentals, with proven experience to formulate Data Science solutions to business problems
- Proven ability to recognize business needs and ability to communicate with multiple stakeholders including PMs, Business and Operations
- Experience in taking Data Science models to production.
- Prior academic or industry work experience with forecasting methods like auto-regressive models, Markov models, Kernel-based methods.
- Prior experience with simulations for modeling the stochastic nature of marketplace supply, demand, and knowledge of transportation and mobility space
About the Team
Our Data Science team consists of over 20 Data Scientists.
As Chicken Rice is to the people of Singapore, the Data Science team is to Gojek: providing the nourishment and power to sustain our business from the inside out. Our main responsibility is to build data products for ride-hailing, logistics, food delivery, and payments. How does one achieve this, you may ask? By leveraging on Machine Learning. From selecting the right driver to dispatch, to dynamically setting prices, to forecasting real-world events, to processing the hundreds of millions of orders per month across more than 20 productsall this is driven by Machine Learning. We are working on several projects now, including one about how we can strategically position our driver-partners to improve our customer experience.
As a team, we’re concerned not only with the growth of the company, but each other’s personal and professional growths, too. Along with keeping fit (via badminton and table tennis), our team bonds over our shared love of hiking (Yes, in Singapore!). With WFH becoming more normalised, you best believe we’ve been sharing our favorite ways to prioritise a healthy work-life balance at home (Netflix, anyone?).
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