Lead Data Scientist

Gojek Group; Singapore; On-site; SGD 90,000 - 120,000; Full time

Job summary

A leading technology platform in Singapore seeks a Data Scientist for the Cartography's Routing team. The role involves optimizing the routing platform through data products, experimentation design, and collaboration with engineering teams. Candidates should possess a Master's degree and 5-7 years of relevant experience in data science, particularly in technology sectors. Proficiency in Python and deep learning techniques is preferred. The position offers a chance to work on innovative geospatial solutions.

Qualifications

• 5-7 years of experience in data science or related field.
• Expertise in programming languages such as Python, R, or Scala.
• Understanding of statistical concepts and techniques.

Responsibilities

• Oversee experimentation design and analysis.
• Deep-dive into analysis to support engineering and business decisions.
• Own the entire MLops lifecycle for large scale real-time ML models.

Skills

Python

R

Scala

Data manipulation

Data visualization

Education

Master's in Data Science, Statistics, Computer Science, Mathematics

Job description

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

The Cartography team is a platform team that surfaces mapping technologies needed by all internal product teams and business units within Gojek. 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. 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.

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.

Equal Employment Opportunity

GoTo is an equal opportunities employer and welcomes applications from diverse candidates.