Job Description

Staff Research Scientist, Artificial Intelligence

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 to drive advancements in smart factories, mobility, healthcare, climate solutions, and reliable connectivity. With revenue exceeding $9 billion in FY24 and around 26,000 employees globally working alongside 125,000 global customers, ADI ensures today's innovators stay Ahead of What's Possible.

The Analog Garage, located in the heart of downtown Boston, is ADI's Research and Advanced Development Center, empowering the company by pioneering breakthrough technologies. The Algorithmic Solutions Group within the Analog Garage researches and develops cutting-edge, efficient algorithms to convert data into intelligence that addresses society's most pressing challenges. The team's expertise spans fields such as machine learning, artificial intelligence, signal processing, computer vision, computational linguistics, communication systems, and other areas of electrical engineering and computer science, creating solutions with real-world impact.

Job opportunity: The Algorithmic Solutions Group is seeking a motivated researcher to develop innovative solutions at the intersection of cutting-edge AI algorithms and ADI technologies. In this role, you will:

• Create novel algorithms specialized for applications relevant to Analog Devices.
• Develop software simulations and analyze performance of algorithms.
• Lead hardware prototyping efforts.
• Work with other researchers and engineers, inside and outside the Algorithmic Solutions Group, to connect our work with our mission statement.
• Stay abreast of state-of-the-art algorithms, and research advances beyond the state of the art in areas relevant to Analog Devices.

Qualifications:

• PhD degree with a concentration in one of these fields: digital/analog/mixed circuit design, computer architecture, AI accelerators, power electronics, or signal processing.
• 3+ years of hands-on experience in the following areas:
• Modern AI architectures and models such as transformers, diffusion models, graph neural networks, multimodal models, etc.
• Training paradigms such as contrastive learning, energy minimization, reinforcement learning, meta-/few-shot learning, etc.
• Developing, deploying, and optimizing AI models using frameworks and tools such as PyTorch, TensorFlow, or cloud-based AI platforms.
• Model deployment on constrained hardware by leveraging quantization, pruning, distillation, increased sparsity, etc.
• Strong publication record in top conferences and/or journals

Why join us? By joining ADI, you'll have the opportunity to work at the intersection of hardware and AI to bring intelligence to the edge and create solutions that have a profound impact. Enjoy a dynamic work environment, be part of a team that values diversity of thought and experience and take your career to the next level.

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.

EEO is the Law: Notice of Applicant Rights Under the Law

Job Tags

Similar Jobs