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Senior Machine Learning Researcher and Algorithm Engineer

·Israel
HybridFull-timeAI & Machine LearningSemiconductor ManufacturingElectronics Manufacturing

Join a core machine learning group within a semiconductor and hardware systems R&D organization. Own research and development from problem formulation and data collection through algorithm design, validation, and production deployment for storage, security, and hardware reliability applications.

Responsibilities

  • Formulate machine learning problems and lead data collection, algorithm design, proof-of-concept validation, and production deployment
  • Design and optimize predictive models for high-frequency time-series and tabular hardware telemetry
  • Collaborate with hardware designers, firmware engineers, and system architects on hardware-software integration
  • Develop machine learning solutions for storage systems, security, and hardware reliability
  • Contribute technical reports, patent applications, and research publications
  • Integrate AI productivity tools and software agents into debugging, code generation, and technical documentation workflows

Requirements

  • M.Sc. or Ph.D. in Computer Science, Electrical Engineering, Data Science, or a closely related quantitative field
  • At least 5 years of professional experience designing, developing, and deploying machine learning algorithms in production environments
  • Extensive practical experience with machine learning models for time-series and tabular data
  • Production-grade Python programming and hands-on PyTorch expertise
  • Experience using AI-assisted engineering tools, LLM workflows, or AI agents for development, debugging, and research documentation
  • System-level understanding that connects mathematical research with low-level hardware constraints
  • Excellent technical writing skills and readiness to contribute to patents and research publications

Nice to have

  • Experience authoring patents or research publications

Benefits

  • Flexible hybrid work model with work-from-home options
  • Accessible Tel Aviv-area location with public transit and train connections

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