Staff AI

3 days ago

Limerick, Limerick, Ireland Analog Devices Full time
About Analog Devices

Analog Devices, Inc. (NASDAQ: ADI ) is a global semiconductor leader that bridges the physical and digital worlds to enable breakthroughs at the Intelligent Edge. ADI combines analog, digital, and software technologies into solutions that help drive advancements in digitized factories, mobility, and digital healthcare, combat climate change, and reliably connect humans and the world. With revenue of more than $9 billion in FY24 and approximately 24,000 people globally, ADI ensures today's innovators stay Ahead of What's Possible. Learn more at www.analog.com and on LinkedIn and Twitter (X).

Staff ML Engineer

Role Overview:

The Edge AI team is looking for a skilled Staff AI Engineer with a strong DSP background to work on projects that bridge digital signal processing and artificial intelligence. This role focuses on developing AI models that integrate DSP pipelines with neural networks. Your advanced expertise will play a critical role in advancing our AI technologies for deployment on Analog Devices hardware platforms.

Key Responsibilities:
  • Design and optimize AI architectures that effectively integrate DSP pipelines with neural networks.
  • Participate in all phases of our ultra-applied projects, from ideation through to production.
  • Collaborate with cross-functional teams to implement AI solutions tailored for various applications.
  • Prototype and evaluate machine learning models to meet specific performance and application requirements.
  • Stay up to date with advancements in AI and DSP research and share insights with the team.

Qualifications:
  • Master's degree or equivalent experience.
  • 5+ years of industry experience in AI, machine learning, or related areas, with a focus on DSP applications.
  • Demonstrated track record of working on machine learning models in production settings.
  • Strong understanding of digital signal processing and its application to AI models.
  • Strong understanding of neural networks (e.g., transformers, multimodal models, etc.).
  • Experience with machine learning frameworks (e.g., TensorFlow, PyTorch) and model optimization techniques.
  • Ability to work collaboratively with multidisciplinary teams and communicate technical concepts effectively.

For positions requiring access to technical data, Analog Devices, Inc. may have to obtain export licensing approval from the U.S. Department of Commerce - Bureau of Industry and Security and/or the U.S. Department of State - Directorate of Defense Trade Controls. As such, applicants for this position – except US Citizens, US Permanent Residents, and protected individuals as defined by 8 U.S.C. 1324b(a)(3) – may have to go through an export licensing review process.

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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