Staff ML Engineer

Analog Devices; Limerick; On-site; EUR 80,000 - 110,000; Full time

Job summary

A global semiconductor leader is seeking a skilled Staff AI Engineer with a strong DSP background. This role focuses on developing AI models that integrate DSP pipelines with neural networks. The ideal candidate will have over 5 years of industry experience in AI and machine learning, with a deep understanding of digital signal processing. Expect to design and optimize cutting-edge AI architectures while collaborating with cross-functional teams to implement tailored solutions.

Qualifications

• 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.
• Ability to work collaboratively with multidisciplinary teams and communicate technical concepts effectively.

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.

Skills

Digital signal processing

AI and machine learning

Neural networks

Machine learning frameworks (e.g., TensorFlow, PyTorch)

Education

Master’s degree or equivalent experience

Tools

TensorFlow

PyTorch

Job description

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Analog Devices, Inc. (NASDAQ:) 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 and on.

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.

#LI-CC1

Job Req Type: ExperiencedRequired Travel: Yes, 10% of the timeShift Type: 1st Shift/Days

About Analog Devices

Analog Devices, Inc. (NASDAQ:) 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 and on.

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.

#LI-CC1

Job Req Type: ExperiencedRequired Travel: Yes, 10% of the timeShift Type: 1st Shift/Days