India: Data Scientist
Tasks
- Build data pipelines for sensor data
- Create dashboards and visualizations for field engineers
- Develop machine learning models for time series
- Evaluate agent outputs
- Implement anomaly detection and failure prediction
- Monitor models in production
- Perform exploratory data analysis
- Support retrieval and LLM workflows
- Translate field requirements into technical tasks
- Write version controlled documented code
Perks/Benefits
- Learning drilling domain concepts
- Mentorship with SMEs
- Model monitoring experience in production
- Rotational assignments
Skills/Tech-stack
Agent Frameworks | Anomaly Detection | CI/CD | Cross-validation | Embeddings | Evaluation metrics | Feature Engineering | Git | Langchain | Machine Learning | NumPy | Pandas | Plotly | Power BI | Prompt engineering | Python | Retrieval-Augmented Generation | SQL | Scikit-learn | Series analysis | Time Series | Time Series Analysis | Vector Databases | XGBoost
Education
Roles
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