Position: DS/ML Engineer

Engagement Mode: On-site

Location: India(Gurgaon, Haryana, India)

Position Overview:

We are seeking a DS/ML Engineer to join the DS & AI team at ReNew Digital. The role requires end-to-end ownership of ML use-cases with a strong focus on predictive maintenance, quick execution, production deployment, and measurable business impact. The engineer will develop and deploy predictive maintenance solutions using SCADA/sensor data, build scalable ML pipelines, and integrate with enterprise systems.

This is a high-ownership, on-site role involving direct collaboration with the DS Lead and fast iteration cycles. Only candidates with real, hands-on production deployment experience will be considered. The ideal candidate brings 2–6 years of experience and a proven track record of delivering ML solutions from problem definition through to production.

Key Responsibilities:

- Deliver ML use-cases from problem definition to production
- Build predictive models for inverter and transformer failure detection
- Develop time-series models for sensor and SCADA data




- Build data pipelines including ETL and feature engineering
- Deploy ML models via APIs and batch pipelines
- Monitor, retrain, and optimize deployed models
- Deliver production-ready ML models with documentation
- Build and maintain end-to-end data pipelines
- Set up monitoring and retraining workflows
- Produce deployment artifacts and technical documentation
- Collaborate directly with the DS Lead in fast iteration cycles
- Ensure code quality standards (PEP8 score of 7/10 or above)

Required Skills:

- Python (pandas, numpy, scikit-learn)
- Time-series modeling
- ML lifecycle management
- ETL and data pipeline development
- Azure or cloud platform exposure
- API development

EMBTalent | embtalent.ai

- SCADA/IoT data handling
- 2–6 years of experience with production ML deployments

Preferred (Bonus) Skills:

- Predictive maintenance domain knowledge
- Deep learning
- MLOps
- GenAI/RAG exposure

📌 DS/ML Engineer (India)
🏢 Sparix Global
📍 India