Edge AI Multimodal Reasoning Architect

1010 Analog Devices Inc.; San Jose (CA); On-site; USD 260,000 - 358,000; Full time

Benefits offered by this job

Discretionary bonus

Medical coverage

Dental coverage

401k

Job summary

Analog Devices, Inc. is seeking a Deep Agentic Reasoning Engineer (open rank) to design and build multimodal reasoning models for Edge AI applications.

You will collaborate with experts in AI, NLP, audio, time series, RL and other domains to advance reasoning capabilities in alignment with ADI business needs. The role involves developing and evaluating models, engaging in the full research lifecycle, and prototyping in Python with PyTorch/TensorFlow while publishing results in top venues and

Qualifications

• 6+ years of experience releasing AI/ML products.
• PhD in AI-related fields such as NLP, CV, or related discipline.
• Strong publication record in top-tier venues (NeurIPS, ICML, ICLR, ACL).

Responsibilities

• Develop and evaluate multimodal deep learning models for classification and reasoning tasks.
• Engage in the full research lifecycle: data collection, preprocessing, training, evaluation, and reporting.
• Prototype models in Python (PyTorch/TensorFlow) and implement reasoning improvements.
• Apply distillation and post-training techniques to improve model efficiency and performance.
• Disseminate findings through internal reports, blogs, and top-tier publications.

Skills

AI/ML expertise

Research collaboration

Education

PhD in AI-related fields

Tools

PyTorch

TensorFlow

Job description

Analog Devices, Inc. is seeking a Deep Agentic Reasoning Engineer (open rank) to design and build multimodal reasoning models for Edge AI applications.

You will collaborate with experts in AI, NLP, audio, time series, RL and other domains to advance reasoning capabilities in alignment with ADI business needs. The role involves developing and evaluating models, engaging in the full research lifecycle, and prototyping in Python with PyTorch/TensorFlow while publishing results in top venues and