Lead Data Scientist, Marketplace
Bengaluru
Applications have closed
Gojek
Gojek is Southeast Asia’s leading on-demand platform and a pioneer of the multi-service ecosystem model, providing access to a wide range of services including transportation, food delivery, logistics and more.
About the Role
As our Lead 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.
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 our ride-hailing, logistics, food delivery, and payments services. How does one achieve this, you may ask? By unleashing our capabilities in Machine Learning. From selecting the right driver to dispatch, to setting real-time price changes, to forecasting real-world events, to processing the hundreds of millions of orders per day across more than 20 products - all of 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, and another regarding demand generation to grow our user base.
As a team, we’re concerned not only with the growth of the company, but each other’s personal growth and well-being, too. With WFH becoming more commonplace, our team works to prioritize different ways to maintain a healthy work-life balance more than ever before. Badminton and table tennis are current favorites, and we all share a love of hiking (yes, in Singapore! Bukit Timah Hill is no joke). That said, we do fancy ourselves a good Netflix binge every now and then. 😉
About Us
Gojek is a Super App. It’s one app for ordering food, commuting, digital payments, shopping, hyper-local delivery, and dozen other products. It is Indonesia’s first and only decacorn. It's also the only Southeast Asian startup to be part of Fortune's list of 'Companies That Changed The World.'
Our Mission: To create and scale positive socio-economic impact for our customers, driver-partners, business and MSMEs.
As of 2018, Gojek processed more than $9 billion annualised gross transaction value across all markets where it operates - in Singapore, Thailand, Vietnam and Indonesia. We have the largest food delivery product in Asia, (outside of China), and the largest payments wallet in Southeast Asia.
Our investors include Google, Facebook, PayPal, Sequoia Capital, Tencent Holdings among others.
Gojek is committed to building a diverse and inclusive workplace and is an equal opportunity employer. We do not discriminate on the basis of race, religion, national origin, gender, gender identity, sexual orientation, disability, age, education status, or any other legally protected status.
As our Lead 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, and work with the platform team to take the systems to production
- Work with Business teams to continuously refine and 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 9 years of experience as a Data Scientist or Machine Learning Engineer, with experience in Python, Golang/Java, and Unix
- A Bachelor's Degree in Computer Science, Statistics, Operations Research, or a relevant quantitative field
- Solid knowledge of Data Science and Machine Learning fundamentals, with proven experience formulating Data Science solutions to business problems
- Proven ability to recognize business needs and to communicate with multiple stakeholders within the Product Management, Business and Operations teams
- Experience in taking Data Science models to production
- Prior academic or industry work experience with forecasting methods like auto-regressive models, Markov models, and Kernel-based methods
- Prior experience with simulations for modeling the stochastic nature of marketplace supply and demand, and knowledge of the transportation and mobility space
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 our ride-hailing, logistics, food delivery, and payments services. How does one achieve this, you may ask? By unleashing our capabilities in Machine Learning. From selecting the right driver to dispatch, to setting real-time price changes, to forecasting real-world events, to processing the hundreds of millions of orders per day across more than 20 products - all of 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, and another regarding demand generation to grow our user base.
As a team, we’re concerned not only with the growth of the company, but each other’s personal growth and well-being, too. With WFH becoming more commonplace, our team works to prioritize different ways to maintain a healthy work-life balance more than ever before. Badminton and table tennis are current favorites, and we all share a love of hiking (yes, in Singapore! Bukit Timah Hill is no joke). That said, we do fancy ourselves a good Netflix binge every now and then. 😉
About Us
Gojek is a Super App. It’s one app for ordering food, commuting, digital payments, shopping, hyper-local delivery, and dozen other products. It is Indonesia’s first and only decacorn. It's also the only Southeast Asian startup to be part of Fortune's list of 'Companies That Changed The World.'
Our Mission: To create and scale positive socio-economic impact for our customers, driver-partners, business and MSMEs.
As of 2018, Gojek processed more than $9 billion annualised gross transaction value across all markets where it operates - in Singapore, Thailand, Vietnam and Indonesia. We have the largest food delivery product in Asia, (outside of China), and the largest payments wallet in Southeast Asia.
Our investors include Google, Facebook, PayPal, Sequoia Capital, Tencent Holdings among others.
Gojek is committed to building a diverse and inclusive workplace and is an equal opportunity employer. We do not discriminate on the basis of race, religion, national origin, gender, gender identity, sexual orientation, disability, age, education status, or any other legally protected status.
Tags: Bayesian Computer Science Distributed Systems Engineering Golang Machine Learning Python Research Statistics
Perks/benefits: Career development Flex vacation Startup environment Team events
Region:
Asia/Pacific
Country:
India
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