Senior Software & AI Engineer

Applied Materials
Israel
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 5+ yearsEducation: bachelorsSkills: ["Hands-on ownership","Product mindset","Continuous learning","Collaboration","Attention to performance"]

Own end-to-end software architecture for fully automated calibration workflows for advanced electron microscope columns. Build concurrent, distributed full-stack services that connect real-time hardware control loops with operator-facing UI, and deliver AI/LLM-driven infrastructure for a physics-informed SDLC. Develop and validate algorithms across numerical methods and computer vision, apply data science to measurement data, and create simulation/monitoring tools to support automated testing with physicists and R&D teams.

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FursaFursa
Applied Materials
Applied Materials
1 day ago

Senior Software & AI Engineer

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Source: Company careers pageValidated by: Fursa AI
Last checked: 3 hours agoStatus: Live

Job Summary

Own end-to-end software architecture for fully automated calibration workflows for advanced electron microscope columns. Build concurrent, distributed full-stack services that connect real-time hardware control loops with operator-facing UI, and deliver AI/LLM-driven infrastructure for a physics-informed SDLC. Develop and validate algorithms across numerical methods and computer vision, apply data science to measurement data, and create simulation/monitoring tools to support automated testing with physicists and R&D teams.
Location: Israel
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Own project-level architecture for complex, stateful calibration workflows.
  • •Build end-to-end full-stack services spanning concurrent hardware control loops through operator-facing UI.
  • •Deliver algorithms end to end across numerical methods, computer vision (registration, pattern matching, tracking), and real-time image processing performance.
  • •Apply data science to measurement data by designing experiments and quantifying system performance with sound metrics.
  • •Build AI-specific infrastructure and develop hardware simulation/monitoring tools to support automated testing and validation with physicists and other R&D teams.

Key Requirements

  • •5+ years of professional software development.
  • •2+ years of R&D experience in algorithms/ML with end-to-end ownership of meaningful features and projects.
  • •Deep concurrency expertise, including designing concurrent execution models and reasoning about performance and failure modes.
  • •Strong system design experience with microservices/distributed systems, API design, and message queues or event streaming.
  • •Hands-on AI engineering experience building with LLMs and agents (prompt/context engineering, tool calling, retrieval, evaluation).
Experience:5+ yearsR&DAlgorithmsMLImage processingComputer visionDistributed systemsLLMs
Education:Bachelor's in Computer Science, Engineering, or a related field
Skills:Hands-on ownershipProduct mindsetContinuous learningCollaborationAttention to performance
Tech Stack:FastAPIUvicornPydanticWebSocketsNumPySciPyScikit-imageMatplotlibPillowPyserialCffiSQLAlchemyInfluxDBDashPlotlyPySide6QasyncAnthropicOpenAIPytest

Company Brief

Applied Materials
Provides semiconductor manufacturing equipment, services, and software used to build advanced chips and display technologies. Its tools support materials engineering, deposition, etching, inspection, and process control for major electronics manufacturers worldwide.
Industry: Industrial Machinery
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Public Company
Valuation: Public Company (Market Cap in USD)
Funding: IPO / Publicly Listed
Headquarters: Santa Clara, United States
Founded: 1967
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