Data Scientist
SHELL CENTRE – CHENNAI, India
INR 1800K-2400K (estimate) Mid-level Full Time
Tasks
- Apply MLOps and DevOps for model lifecycle
- Apply process mining to discover process patterns
- Build process data models and pipelines
- Develop anomaly detection algorithms
- Develop forecasting algorithms
- Develop machine learning models
- Embed models into process mining platform
- Ensure responsible and explainable AI
- Evaluate emerging tools and open source frameworks
- Implement optimization models
- Implement prescriptive optimization
- Integrate and transform enterprise data
- Monitor deployed models
- Perform root cause analysis
- Quantify process improvement opportunities
- Use version control and CI/CD pipelines
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Anomaly Detection | Azure | CI/CD | Celonis EMS | Conformance checking | Databricks | Deep learning | DevOps | Docker | Event Log Discovery | Event log | Explainable AI | Forecasting | GCP | GitHub | MLOps | MLflow | Machine Learning | Optimization | PM4PY | Prescriptive optimization | ProM | Process Simulation | Process mining | Python | Responsible AI | SAP Signavio | SQL | Spark | Statistical modeling
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
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