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Senior Software Engineer: Data Science & Optimisation

Develop and implement advanced machine learning models to optimize energy management solutions.
Senior
1 week ago
Enphase Energy

Enphase Energy

Enphase is a global energy management technology company that provides residential and commercial solar plus storage solutions.

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✨ About The Role

- The role involves designing, developing, and implementing AI/ML models and optimization algorithms to address business challenges. - The candidate will work with large datasets to preprocess, analyze, and engineer features for model development, ensuring data quality and integrity. - Responsibilities include applying optimization techniques to improve business operations and resource allocation. - Collaboration with cross-functional teams is essential to identify problems and translate them into solvable AI/ML models. - The position requires staying updated on the latest trends in optimization and machine learning, evaluating and applying emerging technologies to enhance system performance.

âš¡ Requirements

- The ideal candidate has 5-10 years of experience in AI/ML, optimization, and data science, demonstrating a proven track record in applying these skills to real-world business challenges. - A strong analytical mindset is essential, with expertise in quantitative analysis, applied mathematics, and optimization algorithms. - Proficiency in programming languages such as Python, R, and/or MATLAB is required, along with experience using libraries like TensorFlow and PyTorch. - The candidate should possess a deep understanding of machine learning techniques, including supervised and unsupervised learning, as well as model validation. - Strong communication skills are necessary to effectively convey technical concepts to non-technical stakeholders.
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Senior Software Engineer: Data Science & Optimisation
Science
About Enphase Energy
Enphase is a global energy management technology company that provides residential and commercial solar plus storage solutions.