10 Aug
|
Schneider Electric
|
Bengaluru
10 Aug
Schneider Electric
Bengaluru
Overview
An accomplished Expert Data Scientist with 10+ years of experience, specializing in classical machine learning, statistical modeling, and end-to-end ML lifecycle management. Demonstrated ability to take complete ownership of AI/ML initiatives, mentor teams, and collaborate closely with architects and product managers to drive accountable, high-impact solutions. Exposure to GenAI and agentic AI systems is an added advantage.
Key Responsibilities
Machine Learning & Statistical Modelling (Core Focus)
Design, build, and optimize robust ML models across regression, classification, clustering, and time series forecasting problems.
Lead advanced feature engineering, data quality assessments, and exploratory data analysis.
Apply strong statistical methods, experimental design (DOE), and rigorous performance evaluation techniques.
Develop scalable, production-grade ML pipelines with a focus on reliability, maintainability, and performance.
Ownership, Mentorship & Cross-Functional Leadership
Take end-to-end ownership of ML solutions—from problem definition to deployment and monitoring.
Mentor junior and mid-level data scientists, fostering best practices in modeling, coding, and experimentation.
Work closely with architects and product managers to define solution design, align with business goals, and ensure delivery accountability.
Drive technical direction and contribute to strategic AI/ML roadmap decisions.
As main DS point-of-contact for a set of use-cases, contribute to the quarterly planning with load estimation of the Data Science activities
Escalate risk to the AI solution leadership when needed
Cloud ML-Ops & Quality
Implement robust ML-Ops practices including model versioning, monitoring, and handling data/concept drift
Ensure high standards of quality through documentation, code reviews, and version control (Git-based workflows).
Work across cloud ecosystems such as AWS, Azure, or Databricks with flexibility to adapt.
GenAI & Agentic AI (Positive to Have)
Expo
📌 Data Analytics (Bengaluru)
🏢 Schneider Electric
📍 Bengaluru