Senior Associate at PwC focusing on data analytics to drive insights and guide client strategies. Involves advanced techniques and collaboration on AI and GenAI solutions.
About the role
- Data Science Manager leading a team of data scientists to drive machine learning initiatives across Resideo's product portfolio. Focusing on real-time insights and scalable data products.
Responsibilities
- Lead and mentor a team of data scientists working on multiple product lines (e.g., HVAC diagnostics, water leak detection, and energy optimization).
- Drive the development, validation, and deployment of predictive and machine learning models in collaboration with software and data engineering teams.
- Promote engineering rigor through structured code reviews, well-maintained Jira boards, and clear project documentation to align data science outputs with business and technical goals.
- Partner with product managers to translate ambiguous business questions into measurable, data-driven experiments and insights.
- Establish best practices for model lifecycle management, including reproducibility, observability, and ML operations.
- Create alignment between data science, data engineering, and analytics organizations to ensure shared data assets and metrics frameworks.
- Represent the Data Science function in cross-company strategy discussions and roadmap planning.
- Champion continuous learning and development within the team, fostering curiosity and technical excellence.
Requirements
- 8+ years of combined experience in data science, applied ML, or related technical roles, including at least 3 years in a leadership capacity.
- Proven track record of shipping machine learning or predictive analytics solutions in production environments.
- Deep experience with Python, SQL, and data science libraries (Scikit-learn, Pandas, TensorFlow/PyTorch, MLFlow).
- Familiarity with time-series modeling, anomaly detection, or sensor/IoT data pipelines.
- Experience in Databricks, Azure (or AWS) cloud ecosystems, and CI/CD pipelines for ML workloads.
Benefits
- Resideo provides comprehensive benefits, including life and health insurance
- life assistance program
- accidental death and dismemberment insurance
- disability insurance
- 401k Plan
- vacation & holidays.
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