Machine Learning Infrastructure Engineer optimizing scalable infrastructure for ML at Gridmatic startup. Focus on machine learning, distributed systems, and renewable energy transformation.
Responsibilities
Own and optimize scalable, robust distributed infrastructure for ML training
Optimize throughput and cost across clusters and clouds
Improve efficiencies by optimizing latency and memory consumption
Help define long-term vision for ML platform
Mentor junior engineers and contribute to team culture
Requirements
3+ years of experience in machine learning and software engineering
Strong understanding of codebases and ability to write scalable code
Experience in researching and implementing deep learning models
Knowledge of GPU clusters and core libraries (PyTorch, PyTorch Lightning, Ray)
Familiarity with large-scale data storage (Zarr, SQL, feature stores)
Independence and ownership in engineering robust systems
Enthusiasm for renewable energy and a willingness to learn
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