13 Aug
|
Schneider Electric
|
Bengaluru
13 Aug
Schneider Electric
Bengaluru
Job Description
- 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 robust 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 flexibil
📌 Data Analytics (Bengaluru)
🏢 Schneider Electric
📍 Bengaluru