Computational Data Science Researcher
Shell Technology Centre - Bangalore, India
R
INR 2475K-2755K (estimate) Mid-level Full Time
Tasks
- Build physics informed machine learning models
- Develop chemometric models
- Develop real time or near real time predictive models
- Implement Bayesian statistical learning
- Model spectroscopy and chromatography data
- Monitor process variability and anomalies
- Optimize and control industrial processes
- Perform root cause analysis
- Publish research and develop intellectual property
- Quantify model uncertainty
- Translate model outputs into actionable insights
- Validate models against experimental data
Perks/Benefits
Skills/Tech-stack
Active Learning | Adversarial Networks | Anomaly Detection | Bayesian Inference | Chemometrics | Chromatography | Cloud Platforms | Deep learning | Deterministic optimization | Generative AI | Generative Adversarial Networks | Latent variable models | Machine Learning | Meta Learning | Multivariate analysis | Physics-Based Modeling | Physics-informed machine learning | Reinforcement Learning | Scientific Computing | Series analysis | Spectroscopy | Stochastic Optimization | Time Series | Time Series Analysis | Uncertainty Quantification
Education
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