Compositional Modeler

1 week ago


Bengaluru Karnataka, India ExxonMobil Full time

**About us**

At ExxonMobil, our vision is to lead in energy innovations that advance modern living and a net-zero future. As one of the world’s largest publicly traded energy and chemical companies, we are powered by a unique and diverse workforce fueled by the pride in what we do and what we stand for.

The success of our Upstream, Product Solutions and Low Carbon Solutions businesses is the result of the talent, curiosity and drive of our people. They bring solutions every day to optimize our strategy in energy, chemicals, lubricants and lower-emissions technologies.

We invite you to bring your ideas to ExxonMobil to help create sustainable solutions that improve quality of life and meet society’s evolving needs. Learn more about **our What and our Why** and how we can** **work** together**.

**What role you will play in our team**:
Join ExxonMobil's Technology and Engineering Company in Raw Materials Characterization & Compositional Modelling group. Our team develops & fine-tunes models for process units, e.g. hydro processors or fluid catalytic crackers, to optimize their operation and profit. Our group closely collaborates with Process Engineers who run & monitor the units for fine-tuning the models. We also interface with Process Research Team, which investigates new kinetics & runs experiments to verify new models. Our group also works with optimizations teams who leverage business & plant data to verify quality of models and their fidelity in real world. Areas of research can include petroleum crude and renewable feedstock from vegetable oils to bio-waste & recycled plastics processing.

**What you will do**:

- Understand & able to troubleshoot currently developed proprietary kinetic & compositional models.
- Collaborate with Process Research Team to develop new kinetic & composition models, including design of experiments and analyzing experimental data.
- Provide technical leadership through technical training, work process reviews and best practice implementations
- Identify opportunities on improving models to better capture processes or improve performance of models
- Provide direction to Raw material Characterization on parameters of interest in better modeling properties & kinetics
- Position could require 5-10% travel (domestic and international).

**About You**:
**Skills and Qualifications**
- Bachelor's degree from a recognized university in one of the following disciplines: Chemical Engineering, Mechanical Engineering or related disciplines with minimum GPA 7.0 (out of 10.0) and above
- Minimum 3 years of work experience in developing, applying, and validating data-driven tools to model complex systems.
- Practical experience in the full machine learning life cycle from problem formulation, data acquisition, modeling building, and deployment at enterprise scale.
- Specialization in at least one of the sub-domains e.g. Natural Language Processing (NLP), Computer Vision, Time series forecasting, PINN’s, causality analysis.
- Experience in Python & R and related packages such as numpy, pandas, sklearn, Keras, Tensorflow, PyTorch
- Experience with software engineering practices, agile methodologies, DevOps, version control
- Experience working in Azure Databricks or any other data science frameworks
- Software testing and development practices (Agile)

**Preferred Qualifications / Experience**:

- Demonstrated experience in Research & ability to design a research plan & lead it, e.g. a PhD degree
- Ability to collaborate cross-functionally/inter-disciplinary
- Familiarity with APL & Fortran programming language
- Familiar with statistical analysis of data & ability to develop models
- Familiar with numerical analysis methods
- Excellent verbal & written communication skills with ability to document the works & present to different audience
- Prior experience in molecular modelling (MD/MC/DFT)

**Your benefits**:
An ExxonMobil career is one designed to last. Our commitment to you runs deep our employees grow personally and professionally, with benefits built on our core categories of health, security, finance and life. We offer you:

- Competitive compensation
- Medical plans, maternity leave and benefits, life, accidental death and dismemberment benefits
- Retirement benefits
- Global networking & cross-functional opportunities
- Annual vacations & holidays
- Day care assistance program
- Training and development program
- Tuition assistance program
- Workplace flexibility policy
- Relocation program
- Transportation facility

**Stay connected with us**:

- Learn more about ExxonMobil in India, visit **ExxonMobil India** and **Energy Factor India**.**:

- Like us on **Facebook**:

- Subscribe our channel at **YouTube**

**EEO Statement**:
ExxonMobil is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, age, national origin or disability status.

**Business solicitation and recruiting scams**:



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