Senior Data Scientist
SHELL CENTRE – CHENNAI, India
INR 1800K-2400K (estimate) Senior-level Full Time
Tasks
- Apply process mining to discover patterns and root causes
- Build and productionize ML and OR models for classification anomaly detection forecasting and optimization
- Build versioned reusable pipelines from enterprise event sources
- Collaborate to embed and scale models for near real time analytics
- Conduct design reviews and code reviews and mentor data scientists
- Define canonical process data models and event data standards
- Engineer features from event logs and quantify KPI improvements
- Establish evaluation frameworks with benchmarks shadow canary tests and drift monitoring
- Implement MLOps standards for CI CD model registry monitoring and safe release and rollback
- Lead end to end technical design and build of process centric ML and AI solutions
- Own runtime reliability and reusable design patterns
- Translate research prototypes into production deployments with academic partners
Perks/Benefits
- N/A
Skills/Tech-stack
AWS | Anomaly Detection | Apache Spark | Artificial Intelligence | Azure | CI/CD | Caching | Celonis | Classification | Clustering | Data Modeling | Databricks | Docker | Event data | Event data modeling | Experiment tracking | Feast | Feature Engineering | GCP | Graph Algorithms | MLOps | Machine Learning | Model Registry | Monitoring | Neo4j | Observability | Operations Research | PM4PY | Prescriptive optimization | ProM | Process mining | Profiling | Python | RAI | SQL | Schema versioning | Series forecasting | Service Level | Service-Level Objectives | Signavio | Simulation | Time Series | Time Series Forecasting | Vectorization | XAI
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
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