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Job Summary


Salary
$10,417 - $17,623 SGD / Monthly EST

Job Type
Permanent

Seniority
Senior

Years of Experience
At least 5 years

Tech Stacks
TensorFlow
Analytics
TDD
R
PyTorch
UNIX
Go
Python
AWS
Java

Job Description


Apply
The role requires you to utilize various quantitative techniques such as Machine Learning, Optimisation, Simulation, Bayesian Techniques, etc. at your disposal to drive asymmetric values for our business at Gojek. Not only are you expected to be involved in ideation, research, and building prototypes, but you will also get the chance to bring your model to production by utilizing various data science tools created by our Data Science Platform Team.

What You Will Do
  • In this role, you will work with data scientists, machine learning engineers, and business users to build, deploy, and scale data science solutions on match-making and pricing problems in Gojek that touch the company’s baseline
  • You will use your experience in data science, machine learning, software engineering, distributed systems to develop these systems, work with the platform team to take the systems to production
  • Work with Business teams to continuously refine, improve the systems to cater to ever-changing Gojek needs

What You Will Need
  • At least 5 years of experience as a Data Scientist/ ML Engineer
  • Bachelor's Degree in Software Engineering, Computer Science, Information Systems, Business Analytics, Statistics or similar fieldsSolid understanding of data science and machine learning fundamentals
  • Proven experience to formulate data science solutions to business problems
  • Proven ability to communicate with Business and understand Business needs
  • Understanding of good software design principles and TDD
  • Experience in taking data science models to production
  • Experience in Python, R, Golang/Java, Unix
  • Experience working with relational and non-relational databases
  • Ability to write clear, concise technical documentation
  • A good team player
  • Ability to recognise when a simple solution is the best
  • Identify signal from noise and focus on creating business impact

Bonus points if

  • Experience working in cloud-based solutions like GCP, AWS etc.
  • Experience in stream data processing framework like Beam
  • Understanding of econometric concepts and experiment design principles
  • Experience working in mature deep learning frameworks like tensorflow, pytorch

About The Team
Gojek Data Science team works on some of the most interesting problems in transport, logistics, and economics. We leverage on machine learning to build data products for ride-hailing, logistics, food delivery, and payments. From selecting the right driver to dispatch, to dynamically setting prices, to serving food recommendations, to forecasting real-world events, hundreds of millions of orders per month, across more than 20 products, are all driven by machine learning.

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