Data Science Manager (Tech Unicorn)

We are recruiting on behalf of one of Tech Unicorn companies in Indonesia and they are looking for a Senior ?Data Scientist focusing on Computer Vision to help us drive impact through enabling content-centric use-cases. The Data Team comprises a large, diverse team of engineers, analysts, data scientists, machine learning engineers, and product managers and the Platform, Data Science, Machine Learning and AI, and Analytics groups for the organization.

JOB RESPONSIBILITIES:

On a typical day, you will:

• Build, scale and evolve our recommendation and ranking services.
• Given a business problem and requirements from business stakeholders, identify objective functions and ML algorithms that should be used.
• Understand the trade-offs of different modelling choices and have a point of view on the trade-offs. Communicate the choices to stakeholders and be able to support your point of view.
• Implement and deploy ML models in collaboration with the engineering team.
• Monitor and perform analytics on deployed models in order to evaluate model drift and assess when the model should be retrained.
• Communicate with stakeholders within the data team and the business team and bridge those requirements with the engineering team
• Share knowledge by mentoring, pairing, and collaborating with other other data scientist, analysts and engineers

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REQUIREMENTS: ??

• Solid programming skills and understanding of statistical models
• Bachelors/Masters/PhD degree from top universities in a quantitative field (Physics, Mathematics, Computer Science, Engineering, etc.
• Experience in deploying machine learning models to production
• Strong programming ability, preferably in Python
• Proficiency with git, CI/CD, and deployment automation
• Good knowledge of SQL, NoSQL and databases
• Experience with Google Cloud Platform is a benefit
• Experience in deploying machine learning models related with marketing context is a benefit
• Minimum 4 years of experience in the same fields
• Experience in recommender and ranking system is a plus
• Experience in team management is an added advantage