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