Computational Chemometrics Researcher
Shell Technology Centre - Bangalore, India
R
INR 2000K-2755K (estimate) Mid-level Full Time
Tasks
- Build physics informed machine learning models
- Conduct root cause analysis using analytics
- Develop chemometric and statistical models
- Develop real time scalable digital workflows
- Monitor processes and detect anomalies
- Optimize processes using modeling and AI
- Perform uncertainty quantification
- Validate models against experimental data
Perks/Benefits
- Career growth opportunities
- Diverse and inclusive workplace
- Training and development programmes
- Workplace adjustments and support
Skills/Tech-stack
Active Learning | Adversarial Networks | Bayesian statistics | Chemometrics | Chromatography | Cloud Platforms | Deep learning | Design of Experiments | Deterministic optimization | Generative AI | Generative Adversarial Networks | Latent variable models | Machine Learning | Meta Learning | Multivariate analysis | Physics-informed machine learning | Probabilistic Modeling | Reinforcement Learning | Series analysis | Spectroscopy | Stochastic Optimization | Time Series | Time Series Analysis | Uncertainty Quantification
Education
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