What You Will Do
• Develop and apply hybrid models that combine first-principles understanding (chemistry, materials behavior) with data-driven methods to accelerate product development.
• Analyze experimental and field data to uncover relationships between formulation, processing conditions, and product performance.
• Build predictive models to support:
• Formulation optimization
• Performance prediction
• Product stability and robustness
• Quality improvement

• Design and support experiments (DOE) to efficiently generate data for model development and validation.
• Collaborate closely with R&D; scientists, chemists, and product developers to guide formulation strategies and decision-making.
• Develop data-driven insights and digital tools to reduce development cycle time and improve success rates.
• Ensure model validity through proper validation, uncertainty quantification, and alignment with domain knowledge.
• Document methodologies, assumptions, and modeling workflows to support reproducibility and knowledge sharing.




• Contribute to development of reusable modeling frameworks and best practices for data-driven product innovation.

About You
• Robust foundation in hybrid modeling, integrating domain knowledge (chemistry, formulations, materials behavior) with statistical and machine learning approaches.
• Experience applying modeling to product development, formulation optimization, and performance prediction.
• Solid understanding of experimental data (lab, pilot, and field) and how to incorporate it into predictive models.
• Proficiency in Python or other programing languages for data analysis, modeling, and automation.
• Experience with time-series and experimental datasets related to product performance, stability, and quality.
• Demonstrated ability to translate complex modeling results into insights that guide product design and development decisions.
• Strong communication skills and ability to collaborate with scientists, chemists, and product developer

📌 Computational Scientist (Bengaluru)
🏢 ExxonMobil India Careers
📍 Bengaluru