Roles & Responsibility:
We are seeking a Data Scientist with 3+ years of hands-on experience to join our Central Analytics team and drive two mission-critical charters:
- Strategic Intelligence – Build AI-enabled systems that convert unstructured global signals (news, competitor moves, geopolitical events, regulatory shifts, supply-chain disruptions) into executive-ready risk & prospect insights aligned to Tata Motors' strategic priorities, extending our SPIRO platform.
- Reliability Improvement – Develop advanced statistical and ML models for hazard rate estimation, B10 life prediction, warranty forecasting, and field-failure early-warning — directly targeting IPTV reduction, warranty cost avoidance, and QRT performance improvement.

The role sits at the intersection of survival analysis, generative AI, NLP, and automotive reliability engineering — translating data into measurable business outcomes.
Key Responsibilities
1. Reliability & Survival Analytics
Build discrete-time hazard models using GLM + Complementary Log-Log (CLogLog)



link and Natural Cubic Splines for tapered/censored warranty datasets.
Develop B10 / B50 life predictors, MTBF, and Weibull / non-parametric reliability models for engines, gearboxes, aggregates, and BIW structural joints.
Design warranty claim taper matrices, IPTV trend models, and warranty provisioning forecasts integrated with MIS/KIS datasets.
Enable failure-mode–wise reliability analysis (Model / Aggregate / Batch / ABP-wise) with feedback loop into DFMEA, DVP, PFMEA, and supplier Cp/Cpk recommendations.
Collaborate with ERC, Quality, and Manufacturing Engineering to translate insights into design intervention prioritization and ICA/PCA effectiveness feedback.
2. Strategic Intelligence (Risk & Opportunity)
Extend and productionize the SPIRO platform: automated news ingestion (RSS + web), NLP-based content extraction, keyword enrichment, and category exposure mapping (18 categories, 160+ sub-categories).
Implement AI-driven risk &

📌 Senior Manager-Data Scientist – Strategic Intelligence (Pune)
🏢 Tata Motors
📍 Pune