Job Role

As a Data Scientist III, you will own the analytical strategy for a core product area and take it all the way to a governed, monitored production system at scale, not just a working notebook. This role owns model-serving workflows end-to-end: you will define and optimize the data pipelines and ETLs that feed your models, build models that hold up under real production load, and implement the monitoring and governance that keeps them trustworthy over time. You will also mentor other data scientists doing the same.

Key Responsibilities

Own the end-to-end analytical framework for a product area, i.e., from problem framing through production deployment and monitoring, with minimal oversight
Apply LLMs, prompt engineering, and retrieval-augmented generation (RAG) to real product problems — e.g., translating complex targeting/attribution outputs into plain language insights, or building AI-assisted workflows for internal or client-facing tools.
Evaluate when generative AI is the right tool versus when a simpler model or heuristic will outperform it.



This role is expected to have informed judgment here, not default-to-LLM instincts
Stay hands-on: personally build, code, and develop AI/ML solutions rather than only architecting and delegating
Build models that scale to production data volumes and real-time serving loads, not just prototypes that work on a sample
Define and optimize data pipelines, ETLs, and AI model-serving workflows for your domain; this is not handed off to a separate MLOps function
Implement model monitoring and governance (drift detection, performance tracking, retraining triggers, audit trails) so that production models stay reliable and defensible under compliance scrutiny
Design measurement approaches for problems where clean ground truth doesn't exist
Mentor and provide technical guidance to Data Scientist I/II team members; review and approve their modeling and code before it ships.
Design and defend experimentation approaches (A/B test

📌 Data Scientist III (Ahmedabad)
🏢 Rekruton Global IT Services
📍 Ahmedabad