DATA SCIENTIST
Extensive Education Enlist (E³)
Job Description
Client : Matrimony Company, Mumbai, CTC: 17-28LPA
Mandatory :
- Strong Data Scientist/Machine Learnings/ AI Engineer Profile
- Mandatory (Experience 1) - Must have 3+ years of hands-on experience as a Data Scientist or Machine Learning Engineer building ML models
- Mandatory (Experience 2) - Must have strong expertise in Python with the ability to implement classical ML algorithms including linear regression, logistic regression, decision trees, gradient boosting, etc.
- Mandatory (Experience 3): Must have practical hands-on experience with Neural Network / Deep Learning models (TensorFlow / PyTorch preferred)
- Mandatory (Experience 4) - Must have hands-on experience in minimum 2+ usecaseds out of recommendation systems, image data, fraud/risk detection, price modelling, propensity models
- Mandatory (Experience 5) - Must have strong exposure to NLP, including text generation or text classification (Text G), embeddings, similarity models, user profiling, and feature extraction from unstructured text
- Mandatory (Experience 6) - Must have experience productionizing ML models through APIs/CI/CD/Docker and working on AWS or GCP environments
- Mandatory (Company) - Must be from product companies, Avoid candidates from financial domains (e.g., JPMorgan, banks, fintech)
- Mandatory (Note) : The candidate must currently be based in Mumbai or be a native of Mumbai
Role & Responsibilities :
- Partner with Product to spot high-leverage ML opportunities tied to business metrics.
- Wrangle large structured and unstructured datasets; build reliable features and data contracts.
- Build and ship models to :
1. Enhance customer experiences and personalization
2. Boost revenue via pricing/discount optimization
3. Power user-to-user discovery and ranking (matchmaking at scale)
4. Detect and block fraud/risk in real time
5. Score conversion/churn/acceptance propensity for targeted actions
- Collaborate with Engineering to productionize via APIs/CI/CD/Docker on AWS.
- Design and run A/B tests with guardrails.
- - Build monitoring for model/data drift and business KPIs
Connect us : 8881607499 (WhatsApp)
Required Skills
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