Job Location: Bangalore/Bengaluru
What You Will Do
- Bring the latest of research in Reinforcement Learning and Causal Inference to life and adapt it to the needs of Gojek
- Write highly reliable code to validate and stress test them, in collaboration with other Data Scientists
- Communicate with business stakeholders, collaborate to formalize needs and match them with relevant papers or technologies
- Experiment with algorithms on live data, measure your impact and share your learnings, while upbringing Gojek s excellence in applied research
- Work very closely with Data Science Platform to deploy your algorithms and bring business impact
- Monitor ML infrastructure and work with the respective data science team to drive up efficiency
What You Will Need
- Master s degree in Computer Science, Information Systems, Mathematics or related discipline (At least 3 years of experience)
- Ability to write simple, modular and tested code, even for research code
- Strong background in statistics, probability and machine learning
- Power-user of the Python scientific stack (numpy, scipy, pandas, sklearn, plotly,…)
- Highly proficient in a deep learning framework (eg. Pytorch or Tensorflow) and comfortable with implementing architectures from arxiv
- Proficient in SQL, source code control systems (git) and basic Unix
- Excellent written and oral communication skills. You enjoy explaining how models work to a broader audience, in simple terms.
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