06 Sep
|
Ford Motor
|
Chennai
06 Sep
Ford Motor
Chennai
Description
As a Senior Data Scientist, you will design and implement sophisticated machine learning models and statistical frameworks to solve complex business challenges. You will go beyond descriptive analytics to build predictive and prescriptive solutions that drive automation and optimization. This role requires a blend of advanced mathematical theory, software engineering principles, and business acumen to move models from experimental stages to production environments.
Responsibilities
- Model Development: Design, develop, and deploy high-performance machine learning models (supervised, unsupervised, and reinforcement learning) to address business needs such as churn prediction, recommendation engines, or demand forecasting.
- Experimental Design: Lead the design and analysis of large-scale experiments (A/B testing, multivariate testing) to validate hypotheses and measure the impact of product changes.
- Feature Engineering: Architect and implement robust data pipelines and feature engineering processes to improve model accuracy and scalability.
- Algorithm Optimization:
Evaluate and refine existing algorithms to improve computational efficiency and predictive power.
- Stakeholder Influence: Act as a strategic advisor to leadership, translating complex algorithmic outcomes into business-centric narratives that drive ROI.
- Technical Leadership: Mentor junior data scientists and contribute to the team’s internal library of best practices, code standards, and research methodologies.
- Collaboration with Engineering: Partner with ML Engineers and DevOps to integrate models into production systems, ensuring reliability and monitoring model drift.
Qualifications
- Education: Master’s degree in a highly quantitative field such as Computer Science, Statistics, Physics, Operations Research, Econometrics or Mathematics.
- Problem Solving: Demonstrated ability to take an ambiguous business problem and decompose it into a technical data science roadmap.
- Communicat
📌 Data Scientist (Chennai)
🏢 Ford Motor
📍 Chennai