Senior Data Scientist - Optimization
- Austin
- Permanent
- Permanent IT
- SDf28-1582873a
- 28/02/2025
Senior Data Scientist – Optimization
Austin, TX. Hybrid
Competitive Salary + Excellent Benefits
Our client is seeking a Senior Data Scientist to lead forecasting initiatives in the energy sector. This role involves developing advanced predictive models and optimizing decision-making in power markets. The ideal candidate will bring expertise in data science, power markets, and scalable model deployment.
Data Scientist responsibilities:
If you are ready to take your career to the next level and make a significant impact, apply now!
Austin, TX. Hybrid
Competitive Salary + Excellent Benefits
Our client is seeking a Senior Data Scientist to lead forecasting initiatives in the energy sector. This role involves developing advanced predictive models and optimizing decision-making in power markets. The ideal candidate will bring expertise in data science, power markets, and scalable model deployment.
Data Scientist responsibilities:
- Develop & Optimize Forecasting Models – Build machine learning models for price forecasting, real-time market predictions, and scenario analysis to improve decision-making.
- Enhance Energy Storage Optimization – Design and maintain optimization models for energy storage and solar storage systems to maximize operational efficiency across different ISOs.
- Analyze & Mitigate Congestion Risks – Create models to forecast grid congestion, refine bidding strategies, and improve asset dispatch under constrained conditions.
- Support Strategic & Business Development Efforts – Provide data-driven insights, develop asset performance back testing tools, and collaborate on client materials.
- Integrate & Deploy Scalable Solutions – Work alongside Software Engineering and DevOps teams to implement production-ready forecasting and optimization models.
- Advance Research & Innovation – Experiment with novel approaches to enhance forecasting accuracy, congestion management, and portfolio optimization.
- Ensure Model Performance & Reliability – Maintain rigorous evaluation frameworks to improve model calibration, accuracy, and long-term stability.
- Collaborate Across Teams – Partner with trading, commercial, and operations teams to ensure that forecasting solutions align with market strategies and business objectives.
- Machine Learning & Data Science Expertise – 3+ years of experience developing and deploying real-time machine learning models and data science applications.
- Power Market Knowledge – Strong understanding of short-term US power markets, including supply-demand dynamics and pricing mechanisms.
- Optimization & Algorithmic Decision-Making – Experience with mixed-integer linear programming (MILP), CVXPY, or similar optimization tools.
- Python & Data Science Ecosystem – Proficiency in Python and key libraries such as Pandas, NumPy, Scikit-learn, and Polars.
- Software Development Best Practices – Familiarity with version control (Git), software development workflows, and managing dev/test/production environments.
- Forecasting & Predictive Analytics – Hands-on experience with time-series forecasting, market prediction, and data-driven decision-making.
- Energy Systems & Market Modeling – Background in power systems modeling, power flow analysis, and security-constrained unit commitment.
- Cloud & Deployment Technologies – Experience with AWS, Terraform, CI/CD pipelines, and productionizing machine learning models.
- Data Visualization & Engineering – Knowledge of full-stack, machine learning engineering, data engineering, and visualization tools (Plotly, Dash, Streamlit).
- Education & Research – Bachelor's degree in a relevant field (Computer Science, Machine Learning, Electrical Engineering) with an advanced degree (MS/PhD) or industry research/publication experience preferred.
- Competitive base salary
- Generous PTO
- Professional development
- Comprehensive medical, dental, and vision coverage
- Flexible hybrid working (3 days WFH per week)
If you are ready to take your career to the next level and make a significant impact, apply now!