Computational Chemometrics Researcher
Shell Technology Centre - Bangalore, India
R
INR 1400K-1940K (estimate) Mid-level Full Time
Tasks
- Build physics informed machine learning models
- Design chemometric modeling frameworks
- Detect anomalies and drivers of variability
- Develop Bayesian statistical learning models
- Develop real time or near real time monitoring models
- Model spectroscopy and chromatography data
- Perform root cause analysis for process data
- Publish research and develop intellectual property
- Quantify model uncertainty
- Validate models against experimental and operational data
Perks/Benefits
- Diversity and inclusion focus
- Online assessment link via HireVue
- Training and development programs
- Values-led culture
Skills/Tech-stack
Active Learning | Adversarial Networks | Bayesian statistics | Chemometrics | Chromatography | Cloud Platforms | Deep learning | Design of Experiments | Deterministic optimization | General linear modeling | Generative AI | Generative Adversarial Networks | Linear modeling | Machine Learning | Manifold learning | Meta Learning | Multivariate analysis | Physics-informed machine learning | Probabilistic Modeling | Reinforcement Learning | Scientific Computing | Series analysis | Spectroscopy | Stochastic Optimization | Time Series | Time Series Analysis | Uncertainty Quantification
Education
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