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⚡ Role: Senior Data Scientist
💼 Industry: Energy Storage & Trading
🌎 Location: Austin, TX
💰 Salary: $160,000 - $210,000
This is an amazing opportunity for a Senior Data Scientist to join a leading global optimizer of battery storage and renewable energy assets. The company's aim is to maximize the value of grid-scale battery storage, so they are attractive investments, are deployed at scale and enable the energy transition.
You will be working on the development of their ERCOT forecasting and algorithmic trading platform:
• Building machine learning models to forecast demand, market prices, and participant behavior
• Building decision-making "agents" to act autonomously in power markets
• Bringing an experimental mindset, prototyping and developing with the right model for the job
Requirements:
• You have exposure to energy markets or battery systems modelling
• You have experience building algorithmic decision tools (e.g. mixed-integer linear programming, Cvxpy)
• You have exposure to asset backed or proprietary DART (Day-ahead / Real-time spread) trading in EROCT or other US ISOs
• You have experience bringing your creative output to support development of quarterly product roadmaps
• You are fluent in Python and its wider numerical ecosystem (Pandas, NumPy, Scikit-learn, Polars, etc.)
• You have at least 3 years of commercial experience developing and productionizing real-time projects in Machine Learning and Data Science
• You have a BA/BSc degree in Computer Science, Machine Learning, Electrical Engineering, or related technical field
• Version control code (Git) including dev, test and production environments
Extra Points if you can demonstrate:
• MS or PhD degree in Computer Science, Machine Learning, or related technical field
• You have a passion for time-series forecasting and experience bringing timeseries forecasts to production
• You have experience with Bayesian or probabilistic modelling (e.g. Monte Carlo simulation, MCMC, PyMC, Hidden Markov Models, Stochastic Processes)
• Knowledge of relational and/or non-relational databases (eg, SQL), and SQLAlchemy
• Full-stack / machine learning engineering experience
• AWS, terraform, continuous integration, monitoring and alerting
📧 Sounds like you? Please click on the ‘Easy Apply’ button. You can also send your resume directly to piruz.hashempour@storm4.com or message me directly!
⚡ Storm4 is a specialist GreenTech recruitment firm with clients across Europe, APAC and North America. To discuss open opportunities or career options, please visit our website at www.storm4.com and follow the Storm4 LinkedIn page for the latest jobs and information
Full Time
$107k-132k (estimate)
05/02/2024
05/19/2024
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Senior Data Scientists rae responsible in formulating, suggesting, and managing data-driven projects which are geared at furthering the business's interests.
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Present final result to stakeholders. Make adjustments based on feedback.
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