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

• Strong 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.

• Solid communication skills and ability to collaborate with scientists, chemists, an

📌 Computational Scientist (India)
🏢 ExxonMobil
📍 India