Baru Data Scientist - Cartography

Date Posted: Posted8 hari yang lalu

Salary:

Jakarta

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Job Description

About the role
As a Data Scientist in Cartography’s Routing team, you will be involved in optimizing the routing platform that powers many of Gojek services (e.g Marketplace, Food or Logistics). Some areas include performing literature surveys, building low latency real time machine learning systems, scalable production grade python pipelines and working closely with the engineering team in optimizing the routing engine.

What You Will Do

Work with Data Scientists, Product Engineers and Product Managers to build, deploy, and scale Data Science solutions for routing systems and Geospatial data
Develop theoretical models to better understand our customers’ use-cases and needs
Work with Product teams to continuously refine, improve the solutions to cater to ever-changing Gojek needs
Deep-dive analysis to support business decisions

What You Will Need

Bachelor’s/Master’s degree in a quantitative discipline including but not restricted to Statistics/ Econometrics/Mathematics/Physics/Computer Science
At least 3 years of experience in implementing/deploying Machine Learning Algorithms
Working knowledge of graph data structures or algorithms
Understand ML algorithms under the hood
Fair understanding of explainable Machine Learning, to develop insights for stakeholders
Proficiency in a programming language (either R, Python, including classical ML libraries)
Familiarity with SQL

Good To Have

Preferably, has domain experience in Geospatial data.
Experience in image/video analysis and computer vision models
Experience in Graph Neural Networks
Experience in remote development using cloud platforms (GCS, AWS, Azure) and data processing frameworks/ schedulers (Flink, Airflow)
Experience in software engineering workflow (version control using Git, CI/CD)

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. One of our most successful implementations is the generation of new pickup points via unsupervised learning and NLP. We have deployed the pickup points generation and ETA prediction models in our main markets and are aiming at scaling it to the wider region.
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 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 2021, 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.

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Job Detail

Job Id

1c48ce23d5ce59d7
Location

Jakarta
Company

GO-JEK
Type

Private
Employment Status

Permanent
Positions

Available
Career Level

Experience
Gender

Male/Female