The role involves optimizing routing platforms, overseeing experimentation design, and deploying reliable ML models while collaborating with various teams.
About the Role
As a Data Scientist in Cartography’s Routing team, you will be involved in working to optimize the routing platform that powers many of Gojek services (across marketplace, food or logistics). Some areas include building data products, experimentation design/analysis, performing literature surveys, building/maintaining production grade data pipelines and working closely with the data, product & engineering team to solve challenging geospatial problems.
What You Will Do
- Oversee experimentation design and analysis (AB testing, Switchback)
- Deep-dive into analysis to support engineering & business decisions
- Design, implement multi-modal capabilities on unstructured data such as text or images using generative models, deep learning models or other complex solutions to strengthen inhouse geospatial capabilities
- Own the entire MLops lifecycle in terms of deployment and maintaining reliability of large scale real-time ML models
- Work with Data Scientists, Product Engineers and Product Managers to build, deploy, and scale end-to-end data science solutions
What You Will Need
- Master’s in Data Science, Statistics, Computer Science, Mathematics, or a related field. Advanced academic qualifications are highly desirable.
- 5-7 years of experience in data science or a related field, preferably within the on-demand services or technology industry.
- Expertise in programming languages such as Python, R, or Scala, as well as proficiency with data manipulation and visualization libraries (e.g., pandas, NumPy, matplotlib, seaborn).
- Understanding of statistical concepts and techniques, with experience applying them to real-world problems.
- Excellent communication and interpersonal skills, with the ability to effectively convey complex technical concepts to both technical and non-technical audiences.
- Experience with solving problems using deep learning (Graph learning, NLP, images, generative AI) is a plus
- A passion for learning and innovation, with a desire to stay ahead of the curve in the rapidly evolving field of data science and technology.
About the Team
At the heart of Gojek’s businesses, we move things around. Whether that’s people, food, packages, or fresh groceries moving things around boils down to understanding the best route, understanding traffic, and understanding locations. The Cartography team is a platform team that surfaces mapping technologies needed by all internal product teams and business units within Gojek.
As Chicken Rice is to the people of Singapore, the Data team is to Cartography: providing the nourishment and power to sustain our business from the inside out. Our main responsibility is to build data products for ETA prediction, mapping errors detection, map-matching, location search and ranking, and reverse geocoding. We maintain sophisticated data & machine learning systems that power internal products by striving to provide accurate map signals that are as close to reality as possible.
While our team is based all over the region, we are a tight-knit group that is bonded by two things: how to grow our maps using strong machine learning, engineering automation, and strong operations and emphasize professional development around these areas. For real - our weekly conversations range from well, mapping and navigation to competing in friendly online gaming. But whether you like to play online games or you share our love for an afternoon tea/coffee break like us, we’d be stoked to have you join the fam!
About GoTo Group
GoTo Group is the largest digital ecosystem in Indonesia with its mission to “Empower Progress’ by offering technological infrastructure and solutions for everyone to access and thrive in the digital economy. The GoTo ecosystem consists of on-demand transportation services, food and grocery delivery, logistics and fulfillment, as well as financial and payment services through the Gojek and GoTo Financial platforms.It is the first platform in Southeast Asia that hosts these crucial cases in a single ecosystem, capturing the majority of Indonesia’s vast consumer household.
About Gojek
Gojek is Southeast Asia’s leading on-demand platform and pioneer of the multi-service ecosystem with over 2.5 million driver partners across the regions offering a wide range of services such as transportation, food delivery, logistics and more. With its mission to create impact at scale, Gojek is committed to resolving consumer problems and raising standards of living by connecting consumers to the best providers of goods and services in the market.
About GoTo Financial
GoTo Financial accelerates financial inclusion through its leading financial services and merchants solutions. Its consumer services include GoPay and GoPayLater and serve businesses of all sizes through Midtrans, Moka, GoBiz Plus, GoBiz, and Selly. With its trusted and inclusive ecosystem of products, GoTo Financial is open to new growth opportunities and aims to empower everyone to Make It Happen, Make It Together, Make It Last.
GoTo and its business units, including Gojek and GoToFinancial ("GoTo") only post job opportunities on our official channels on our respective company websites and on LinkedIn. GoTo is not liable for any job postings or job offers that did not originate from us. You should conduct your own due diligence to prevent being victims of any fake job scams, if they did not originate from GoTo's official recruitment channels.
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Top Skills
Deep Learning
Generative Models
Matplotlib
Numpy
Pandas
Python
R
Scala
Seaborn
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