S
Senior Machine Learning Engineer
В офисеПолная занятостьAI & Machine LearningSemiconductor Manufacturing
Develop next-generation machine learning models and algorithms for security and reliability in storage systems, taking research from problem formulation through product deployment.
Обязанности
- Formulate machine learning problems for storage-system security and reliability.
- Collect data and develop, simulate, and validate machine learning algorithms.
- Implement proofs of concept and deploy models in production systems.
- Collaborate with hardware, firmware, and system architects to integrate algorithms into storage hardware.
- Contribute to technical reports, patent submissions, and research publications.
Требования
- M.Sc. or Ph.D. in Computer Science, Electrical Engineering, or a related field.
- At least 5 years of experience developing machine learning algorithms for production systems.
- Experience building machine learning models for time-series and tabular data.
- Hands-on experience using AI tools and AI agents for software development, research, debugging, documentation, and productivity.
- Strong Python programming skills and experience with PyTorch.
- Strong analytical, problem-solving, and communication skills.