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Tesla Sr Algorithm Engineer Opticaster United States, California, Palo Alto 172091354
13.08.2024
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What You’ll DoWhat You’ll Bring
- Develop and implement sophisticated optimization algorithms for energy storage and distribution
- Design and create new customer-facing features to enhance user experience
- Apply machine learning techniques to improve load and solar forecasting
- Define, develop, and maintain monitoring and simulation systems to proactively identify and diagnose performance issues
- Oversee the complete software deployment lifecycle, including writing production-level code, conducting comprehensive testing and validation, and managing the deployment process
- Collaborate with cross-functional teams to seamlessly integrate algorithms into Tesla’s ecosystem
- Perform rigorous testing and validation to ensure the accuracy and robustness of solutions
- Clearly communicate complex technical concepts and results to non-technical stakeholders
- Provide technical insights to guide product development and support business development strategies
- Degree in Mathematics, Statistics, or a related field with a focus on numerical optimization, operations research, or equivalent experience
- Strong proficiency in Python and Linux environments; additional expertise in Go and Rust is highly valued
- Proven experience in developing real-world products and solutions using numerical optimization techniques such as LP, MILP, and nonlinear optimization, with expertise in solvers like Gurobi, XPRESS, GLPK, or CPLEX
- Background in researching, developing, and deploying innovative algorithmic strategies for novel optimization challenges, including decision-making under uncertainty, scenario optimization
- Experience in machine learning, time-series forecasting, and analysis
- Experience with battery control systems or similar control technologies
- Demonstrated experience in deploying code to production environments
- Familiarity with cloud and big data technologies, including Spark, Airflow, AWS, Docker, and Kubernetes
- Excellent communication skills with the ability to thrive in a team-oriented environment
- Experience in sustainability and clean energy solutions
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