Data Scientist II - Marketplace

Company:
Location: Bengaluru, Karnataka

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Location

Bengaluru

Work Type

Permanent

Application Posted

November 5, 2020

About the Role

Climb on board and fasten your helmet if you're ready to be our next Data Science (Marketplace) Manager. In this role, you will get to mine insights from the sea of data, build data products, and design experiments with the ability to see the real-time impact of your contribution. A talented troop of business leads and fellow analysts will be your companions on this ride. In our humble opinion, the coolest part of this role is how your work will directly impact how the senior leaders at Gojek shape strategies around millions of customers across South East Asia.

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 products - all 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?).

*** Mention DataYoshi when applying ***

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