Responsibilities:
· Partner with product and business stakeholders to translate ambiguous asks into clear AI/ML use cases
· Own product relationships for assigned use cases by managing expectations, surfacing risks early, and aligning stakeholders around tradeoffs and business outcomes
· Lead exploratory analysis, feature engineering, model selection, experiment design, and statistical validation for time series, forecasting, anomaly detection, and other IoT-oriented use cases
· Work with IoT and sensor-based data, including irregular intervals, missingness, and event-driven signals
· Define strong baseline approaches and recommend the simplest effective solution
· Build and evaluate predictive, optimization, and GenAI-enabled solutions using reproducible workflows in Databricks
· Help define and deliver data products that are reusable, maintainable, and valuable to downstream users, systems, or business processes
· Use GitHub and Azure DevOps with strong version control, pull request discipline, documentation, and work tracking practices




· Contribute to API-oriented solution design by shaping model inputs/outputs, integration expectations, and consumption patterns for downstream applications
· Mentor junior and mid-level data scientists and contribute reusable templates and team standards
Skills:
· 6+ years of experience in data science, machine learning, or applied AI with a track record of delivering business-impacting solutions
· Strong programming skills in Python, PySpark, and SQL
· Solid grounding in statistics, machine learning, experimentation, and model evaluation
· Hands-on experience with Databricks for exploratory analysis, model development, and reproducible ML workflows; familiarity with MLflow is strongly preferred
· Demonstrated experience with time series modeling, forecasting, anomaly detection, and/or sequential data problems
· Experience working with IoT, sensor, telemetry, or other operational data sources
· Robust data engineering capability,

📌 Sr Data Scientist (Bengaluru)
🏢 Ecolab
📍 Bengaluru