Staff Engineer - AI/ML

What you will do : As part of the Team, you will be doing Research to AI model development including data procuring and analysis, prototyping, testing and deployment Strategizing in tight collaboration with leadership. Working closely with product designers to apply AI/ML to create features, collaborate with data engineers for data acquisition from Enphase Digital Platform Products, collaborate with infrastructure engineer to deploy and model pipelines Writing production-level, re-usable, easy-to-interpret code in Python(required), or other languages, while engaging in collaborative code reviews and providing technical feedback to improve existing ML model performance Establish scalable, efficient, automated process for large scale data analysis, model development, model validation and model implementation Who you are and what you bring : - B.Tech/MTech in Computer Science or Electrical Engineering from top tier college (IITs / IISc) and >70% marks - 8 years of solid experience in developing and deploying AI/ML based applications. - Solid understanding of linear algebra, algorithms, machine learning, optimization, numerical methods - Experience with regression, classification, recommendations, anomaly detection, deep learning algorithms - Excellent Python coding, strong engineering practices, debugging/profiling skills, familiarity with multi-threaded programming - Experience with data science tools including Python scripting, numpy, scipy, matplotlib, scikit-learn, jupyter notebooks, bash scripting, Linux environment - Knowledge and experience in neural network computation optimization, such as distributed training, and network quantization - Leverage data and rigorous analytical methods to drive strategic energy related data and ML systems - Experience with at least one main stream deep learning frameworks as TensorFlow, PyTorch, Caffe(2), MXNet - Experience with implementing production ready data science platforms and systems - Exposure or knowledge in Renewable Tech companies - Familiarity with Web Front End (Java Script/React/Angular) and Mobile App Development. - Familiar with working with any embedded or telecom or hardware product is desirable - Ability to work on a fast-paced environment - Experience with IoT based systems preferred (ref:hirist.tech)

Location: bangalore, IN

Posted Date: 5/1/2025