Decision Scientist - GoFood
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:
Fasten your helmet and climb aboard if you’re ready to be our Decision Scientist. In this role, you will be an integral player within the GoFood data science team based in India. Focusing heavily on (the areas of growth and monetisation along with content quality, you will (employ) statistical techniques, design of experiments, and machine learning to design and develop/improve existing data solutions in the GoFood team. The data scientists and BI analysts in the growth and monetisation team(s) will be your companions on this ride. Your efforts will directly influence (the experience we provide to our GoFood customers).
Our (Growth and Monetisation DS team) is a family of (4 Data scientists and 1 BI Analyst) spread over Singapore, Indonesia and our India offices. We run the data science division of GoFood). We oversee all things (merchants’ ROI, user experience and quality of content on our GoFood App and work to create (scalable data solutions that positively impact our business metrics). It’s our job to ensure that GFGM (GoFood growth and monetisation) runs seamlessly. Currently, we’re busy at work on various projects, including one about identifying the right customers to target for merchant funded promotions on GoFood.
While our team is based all over the region, we’re a tight-knit group who are bonded by two things: (learning and doing all it takes to burn the $ more efficiently for GoFood), and (mutual respect and empathy for team members) 🙌. For real - our weekly conversations range from (how to make sense of the numbers in our promotional campaign analysis sheets) to (which game to play in our next chill time session). Whether you like to watch some horror movies, playing games, or just have a chill conversation after hours, we’d be stoked to have you join the fam!
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.
Fasten your helmet and climb aboard if you’re ready to be our Decision Scientist. In this role, you will be an integral player within the GoFood data science team based in India. Focusing heavily on (the areas of growth and monetisation along with content quality, you will (employ) statistical techniques, design of experiments, and machine learning to design and develop/improve existing data solutions in the GoFood team. The data scientists and BI analysts in the growth and monetisation team(s) will be your companions on this ride. Your efforts will directly influence (the experience we provide to our GoFood customers).
What You Will Do:
- Be a thought partner to product and business
- Analyze and monitor business metrics along with product and business stakeholders.
- Provide causal analysis and inference for explaining variations in product metrics
- Construct design and infer data driven experiments
- Identify new opportunities to improve the experience using data
- Drive Scalable Data solutions when required
- Design and develop various machine learning solutions for improving various solutions in the GoFood team
- Take ownership of the data science models or rules end-to-end - from data collection to model building to monitoring the model in production
- Collaborate and partner with other teams:Be a sounding board to data solutions developed in other teams for GoFood Team
- Work with a team of 2-3 Decision Scientists or BI analysts
What You Will Need:
- Expertise in framing experiments using causal inference and know when to use a bayesian framework
- Able to work with time series data with advanced time series methods
- Experience in building robust machine learning models4+ years of experience in statistical analysis and building machine learning models for product applications
- Ability to understand business concerns and formulate them as technical problems that can be solved using data and math/stats/ML
- Familiarity with essential data science libraries, including Pandas, Numpy, Scipy, Scikit-Learn
- Experience working with cross-functional teams including product, design, engineering, mobile to deliver product outcomes using data science
- Experience in deploying batch models
Our (Growth and Monetisation DS team) is a family of (4 Data scientists and 1 BI Analyst) spread over Singapore, Indonesia and our India offices. We run the data science division of GoFood). We oversee all things (merchants’ ROI, user experience and quality of content on our GoFood App and work to create (scalable data solutions that positively impact our business metrics). It’s our job to ensure that GFGM (GoFood growth and monetisation) runs seamlessly. Currently, we’re busy at work on various projects, including one about identifying the right customers to target for merchant funded promotions on GoFood.
While our team is based all over the region, we’re a tight-knit group who are bonded by two things: (learning and doing all it takes to burn the $ more efficiently for GoFood), and (mutual respect and empathy for team members) 🙌. For real - our weekly conversations range from (how to make sense of the numbers in our promotional campaign analysis sheets) to (which game to play in our next chill time session). Whether you like to watch some horror movies, playing games, or just have a chill conversation after hours, we’d be stoked to have you join the fam!
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 Causal inference Engineering Machine Learning ML models NumPy Pandas Scikit-learn SciPy
Perks/benefits: Career development Flex vacation Startup environment
Region:
Asia/Pacific
Country:
India
Job stats:
19
2
1
Categories:
Data Science Jobs
Machine Learning Jobs
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