Data Scientist - Product Based Only

2 years

21 - 28 Lacs

Posted:1 day ago| Platform: Linkedin logo

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On-site

Job Type

Full Time

Job Description

Data Scientist – ML/AI | Mumbai (Product Company)
We're seeking a hands-on Data Scientist or ML Engineer to build and deploy ML models that drive consumer internet products. Focus on recommendation systems, NLP, fraud detection, pricing, or propensity modeling in a fast-paced B2C environment.Key Responsibilities
  • Develop and productionize ML models end-to-end using Python, including classical algorithms like linear/logistic regression, decision trees, and gradient boosting.
  • Implement use cases in recommender systems (retrieval/ranking, NDCG), fraud/risk detection (PR-AUC), pricing models (elasticity/demand), or propensity models (churn/payment).
  • Apply NLP techniques for text generation, classification, embeddings, similarity models, user profiling, and unstructured text feature extraction.
  • Deploy models via APIs, Docker, CI/CD pipelines on AWS or GCP.
  • Collaborate with stakeholders, using SQL for data querying, git for version control, and tools like Redshift/BigQuery, Looker/Tableau for insights.
Must-Have Requirements
  • 2+ years as Data Scientist/ML Engineer with hands-on model building and 7-8 models shipped to production.
  • Strong Python expertise for classical ML algorithms.
  • Experience in 2+ use cases: recommenders, image data, fraud/risk, pricing, propensity.
  • NLP exposure: text gen/classification, embeddings, similarity, user profiling.
  • Productionizing ML via APIs/CI/CD/Docker on AWS/GCP.
  • 2-5 years in consumer internet/B2C products preferred.

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