zoho_recruit

Sr. Applied Data Scientist / ML Lead

Fci Ccm Inc

Noida, IND

Full-time

Senior · 6+ years experience

Onsite

Discovered 4 days ago

PythonSQLscikit-learnXGBoostLightGBMCatBoost

Free

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Key skills for this role

PythonSQLscikit-learn

Typically 6–10 years of experience in Applied Data Science / Machine Learning.
Strong hands-on experience in Python and SQL.
Practical experience with scikit-learn and modelling frameworks such as XGBoost, LightGBM, CatBoost or PyTorch.
Strong evidence of personally delivering and maintaining production ML models.
Experience handling model failures, monitoring, retraining and subsequent improvements.
Strong understanding of: Statistics, Feature engineering, Experimental design, Selection bias, Confounding, Treatment/control methodologies, Uncertainty and result interpretation
Experience working with large structured event or transaction datasets.
Ability to work with noisy labels, missing data and changing customer behaviour.
Experience collaborating with Data Engineering teams on scalable computation.
Strong ability to review and test code beyond exploratory notebooks.
Strong documentation, mentoring and stakeholder communication skills.
Ability to challenge experts constructively and explain analytical decisions to non-technical stakeholders

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