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Staff AI/ML Engineer

Own end-to-end development of real-time AI/ML edge deployment architectures for industrial systems
Limerick, Munster, Ireland
Senior
23 hours agoBe an early applicant
Analog Devices

Analog Devices

Designs and manufactures high-performance analog, mixed-signal, and digital signal processing integrated circuits for industrial, automotive, communications, and consumer applications.

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Staff AI/ML Software Engineer

Join us at Analog Devices as a Staff AI/ML Software Engineer and lead the development of cutting-edge AI/ML systems that power real-time applications across industries like industrial automation, data centers, communications, and hardware design. At Analog Devices, we're committed to pushing the boundaries of innovation in Physical AI. Be at its forefront, working at the intersection of hardware and software to deliver scalable, production-grade solutions. This role offers the opportunity to drive technical strategy, mentor teams, and shape the future of AI/ML systems.

Key Responsibilities

  • Analyze and optimize time-series sensor data to ensure real-time performance.
  • Architect and deliver scalable AI/ML systems and reference designs for real-time applications.
  • Build proof-of-concepts (PoCs) and pilot systems, optimizing models for latency, throughput, cost, and power efficiency.
  • Develop surrogate models for large-scale device/system simulations.
  • Explore innovative agentic AI approaches for system optimization and planning.
  • Mentor engineers, establish best practices, and contribute to the AI/ML community through workshops and publications.
  • Contribute to HW deployment, configuration, and operational tooling. Partition workloads on edge device architecture.
  • Collaborate with Solutions Engineers to assess data assets and deployment requirements.

Must-Have Skills

  • Expertise in time-series data processing (e.g., feature extraction, quality assessment).
  • Proficiency with hardware modeling tools (e.g., SPICE, Verilog, MATLAB).
  • Strong background in signal processing, control systems, or physics-based data analysis.
  • Experience with real-time or streaming data processing under performance constraints.
  • Proven ability to design scalable, high-performance ML systems and apply advanced ML algorithms.
  • Excellent communication skills to translate complex technical results into actionable insights.

Preferred Qualifications

  • Master's or PhD in Electrical Engineering, Physics, Computer Science, or a related field with expertise in statistical signal processing, mixed signal design, or power electronics.
  • 8+ years of experience in hardware-related industries and/or machine learning engineering.

Why You'll Love Working at ADI

At Analog Devices, you'll be part of a collaborative and innovative team that's shaping the future of technology. We offer a supportive environment focused on professional growth, competitive compensation and benefits, work-life balance, and the opportunity to work on cutting-edge projects that make a real impact on the world. Your expertise will shape the future of technology, and you'll be supported by a culture that values continuous advancement and professional growth. Join us and help create the technologies that bridge the physical and digital worlds, making a tangible difference in how people live, work, and connect.

Analog Devices is an equal opportunity employer. We foster a culture where everyone has an opportunity to succeed regardless of their race, color, religion, age, ancestry, national origin, social or ethnic origin, sex, sexual orientation, gender, gender identity, gender expression, marital status, pregnancy, parental status, disability, medical condition, genetic information, military or veteran status, union membership, and political affiliation, or any other legally protected group.

Job Req Type: Experienced Required Travel: Yes, 10% of the time Shift Type: 1st Shift/Days

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Staff AI/ML Engineer
Limerick, Munster, Ireland
Engineering
About Analog Devices
Designs and manufactures high-performance analog, mixed-signal, and digital signal processing integrated circuits for industrial, automotive, communications, and consumer applications.