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Sparta Systems
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Lead Data Scientist

Lead Data Scientist

Sparta Systems

7 - 12 years

9 - 14 Lacs

bengaluru

Posted:2 days ago| Platform:

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Skills Required

hvac automation team management gcp analytical machine learning continuous improvement monitoring sql python

Work Mode

Work from Office

Job Type

Full Time

Job Description

We are seeking a seasoned Lead Data Scientist to spearhead data-driven innovation in the industrial and buildings domain. This role involves leading a team to develop advanced analytics and machine learning solutions that optimize building operations, enhance energy efficiency, and enable predictive maintenance across industrial assets and smart infrastructure.

- Master s or Ph.D. in Data Science, Engineering, Statistics, or a related field.
- 7+ years of experience in data science, with at least 2 years in a leadership role. - Proven experience in industrial or smart building environments. - Strong communication and stakeholder management skills.

Strategic Leadership

- Define and execute the data science strategy for smart buildings and industrial systems.
- Collaborate with engineering, product, and operations teams to align analytics initiatives with business and sustainability goals. - Drive adoption of AI/ML solutions across building automation, HVAC systems, energy management, and asset monitoring.

Advanced Analytics & Modeling

- Develop predictive models for equipment failure, energy consumption forecasting, and occupant behavior analysis.
- Apply time-series analysis, anomaly detection, and optimization algorithms to real-time sensor and IoT data. - Leverage geospatial and environmental data to improve building performance and safety.

Project & Team Management

- Lead cross-functional data science projects from ideation to deployment.
- Mentor junior data scientists and foster a culture of experimentation and continuous improvement. - Ensure robust model validation, documentation, and compliance with industry standards.

Stakeholder Engagement

- Translate complex analytical insights into actionable recommendations for facility managers, engineers, and business leaders.
- Build intuitive dashboards and visualizations to monitor KPIs like energy usage, equipment health, and operational efficiency.

Machine Learning & AI

- Supervised and unsupervised learning
- Deep learning (CNNs, RNNs, transformers) - Reinforcement learning for control systems

Statistical Analysis & Modeling

- Regression, classification, clustering
- Time-series forecasting and anomaly detection - Bayesian inference and probabilistic modeling

Programming & Tools

- Python, R, SQL
- Libraries: scikit-learn, TensorFlow, PyTorch, XGBoost, Statsmodels - Data manipulation: Pandas, NumPy, Dask

Big Data & Cloud Platforms

- Spark, Hadoop, Kafka
- AWS, Azure, GCP (especially IoT and analytics services)

Data Visualization & BI

- Dash, Plotly, Matplotlib, Seaborn
- Power BI, Tableau, Grafana

MLOps & Deployment

- Model versioning, CI/CD pipelines
- Docker, Kubernetes, MLflow - Integration with BMS and industrial control systems

Domain-Specific Expertise

- Sensor fusion and IoT analytics
- Building automation protocols (BACnet, Modbus) - Energy modeling and sustainability metrics

Bengaluru, Karnataka, India 2025-09-02T05:39:29+00:00

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Lead Data Scientist