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Data Science Leader @ Chennai/Gurugram

3 months ago

Chennai, Tamil Nadu, India Live Connections Full time
Technical skills revolving around Python including pytorch and tensorflow, NLP, LLM, Machine learning

Ask:
13+years of total experience with a strong career background in the ML space.
MUST have strong technical and detailed experience about Algorithms and ML.

Should be able to explain as to why certain algorithms were chosen and how would they be tuned for specific problems.

Should have created minimum 8-10 POC's and 2-3 production models.
Should have worked on Use cases pertaining to risk, lead generation or conversion, underwriting, claims marketing, customer management etc.
Should have worked on ML models that has been put into production.
Should have built data science teams from scratch.
Should have experience on use cases on traditional ML and exposure of hyperparameter tunning, model drift and overfitting.

Few pointers from the HM

1. what is the tech innovation that he/she has brought in

  • Do they know a minimum of 2/3 algorithms
3. what is the algorithm that they have mostly worked upon and name the hyperparameters on the same

  • Need more focus on Data Science rather than data engineering