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ML Engineer (with full stack capabilities) Job Description and Phone screen criteria 1. [Job Description] Responsibilities a. Design, experiment and deploy AI/ML models with intent in a fast-paced environment b. Monitoring and evaluating ML model performance 2. [Job Description] Qualifications (purposefully light) a. BS in Engineering or Computer Science b. Comfortable in Python and SQL c. Foundational understanding of statistics and probability d. Systematic, structured thought process e. Experience with ML Frameworks: Scikit-learn, PyTorch 3. [Phone Screen] 2 hard requirements to screen for when meeting them: a. Have they built and deployed models from notebook to production that's serving real traffic today? i. Please capture experiences where they have experimentation and deployment experience and the level of complexity of the integrations necessary. Experimentation takes precedence. 1. This aims to eliminate candidates who look great on paper but we need actual ML in production experiences. b. How are they currently using AI coding tools, and what was their experience when they noticed a weakness and how did they go about it. i. Please screen for lack of excitement and very generic, vague answers.
Hexaware Technologies Navi Mumbai, Maharashtra, IND Office
#1, Sector III, Millennium Business Park,, 'A' Block , TTC Industrial Estate, Mahape, Navi Mumbai, Maharashtra , India, 400710
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