Analog Devices, Inc

Principal AI/ML Engineer, Deep Agentic Reasoning Engineer (Lorenz Labs)

Analog Devices, Inc$230K — $316K *
Enterprise Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 6+ years of experience in AI/ML product release.
  • PhD in AI-related disciplines (NLP, Computer Vision, Speech Processing).
  • Strong publication record in top-tier AI research venues.
  • Expertise in training and evaluating transformer-based models with deep optimization knowledge.
  • Hands-on experience with reinforcement learning and policy optimization techniques.

Responsibilities

  • Develop and evaluate deep learning models for multimodal reasoning tasks.
  • Engage in the full research lifecycle, from data collection to model evaluation.
  • Prototype models in Python using PyTorch/TensorFlow and implement reasoning techniques.
  • Apply distillation techniques to improve model efficiency.
  • Document experiments and disseminate results through reports and publications.

Benefits

  • Medical, vision and dental coverage.
  • 401k retirement plan.
  • Paid vacation, holidays, and sick time.
  • Discretionary performance-based bonus.
Full Job Description
About the Role

We're looking for Deep Agentic Reasoning Engineer (open rank) to design and build multimodal reasoning models (e.g., time-series, audio, video, sensor data) for Edge AI applications. You'll collaborate with experts in AI, NLP, audio, time series, RL and other domains to advance reasoning capabilities in alignment with Analog Devices business needs. This role offers the opportunity to work on the forefront of AI research, contributing to the development of agentic systems and multimodal reasoning frameworks.

What You'll Do

  • Develop and Evaluate Models: build and evaluate deep learning models for multimodal classification and reasoning tasks.


  • Full Research Stack: Engage in the full research lifecycle, including stakeholder discussions, data collection, annotation, preprocessing, model training, and rigorous evaluation.


  • Prototype and Innovate: Prototype models in Python (using PyTorch/TensorFlow) and implement core reasoning improvements, including mid-training and post-training techniques for multimodal models.


  • Knowledge Distillation: Apply distillation techniques to transfer reasoning capabilities from larger models to smaller, efficient models.


  • Dissemination: Document experiments and results through internal reports, blog posts, and publications in top-tier conferences and workshops.


What You Bring

  • AI/ML Expertise: 6+ years of experience releasing AI/ML products.


  • Educational Background: PhD in AI-related fields such as NLP, Computer Vision, Speech Processing, or related discipline.


  • Research Excellence: Strong publication record in top-tier venues (e.g., NeurIPS, ICML, ICLR, ACL, NAACL, EMNLP, CVPR).


Core Technical Expertise

  • Proficiency in training, post-training, and evaluating transformer-based models with deep understanding of training dynamics, architecture modifications, and optimization techniques


  • Strong expertise in supervised fine-tuning, RL (e.g., GRPO), and advanced post-training techniques for reasoning models, including hands-on experience with RL implementation and policy optimization


  • Experience in implementing and modifying transformer architectures (encoder/decoder variants, attention mechanisms, positional encodings)


  • Advanced knowledge of techniques including Chain-of-Thought (CoT), agentic tree search methods, continual learning, etc.


  • Multi-agent orchestration, task decomposition, and experience with both static frameworks (e.g., LangGraph) and dynamic multi-agent harnesses for complex reasoning workflows


Growth Mindset

  • Appetite for continuous learning with demonstrated ability to quickly adapt to new research directions


  • Resourcefulness in exploring and implementing emerging paradigms such as JEPA training, world models, diffusion-based generation, and agentic harnesses


  • Interest in frontier applications including edge AI deployment, multi-agent orchestration, deep research automation


Job Req Type: Experienced

Required Travel: Yes, 10% of the time

Shift Type: 1st Shift/Days

The expected wage range for a new hire into this position is $230,000 to $316,250.
  • Actual wage offered may vary depending on work location, experience, education, training, external market data, internal pay equity, or other bona fide factors.
  • This position qualifies for a discretionary performance-based bonus which is based on personal and company factors.
  • This position includes medical, vision and dental coverage, 401k, paid vacation, holidays, and sick time, and other benefits.

About Analog Devices, Inc

Analog Devices (NYSE: ADI) defines innovation and excellence in signal processing. ADI's analog, mixed-signal, and digital signal processing (DSP) integrated circuits (IC) play a fundamental role in converting, conditioning, and processing real-world phenomena such as light, sound, temperature, motion, and pressure into electrical signals to be used in a wide array of electronic equipment. But that doesn't begin to capture the essence of what Analog Devices does for their customers, and ultimately for the end user.

Analog Devices, Inc Careers

Joining Analog Devices, Inc (ADI) offers an unparalleled opportunity to be part of a team that prides itself on innovation, leadership, and a diverse and inclusive culture. As a global leader in the semiconductor industry, ADI is the perfect place to advance your career, whether you're a seasoned professional or just starting out. Work You’ll Do At Analog Devices, Inc, you will collaborate with some of the brightest minds in the industry, working on groundbreaking projects that shape the future of technology. Our commitment to innovation is unwavering, and we empower our team to explore new ideas and solutions. Be Part of a Great Team ADI is not just about individual achievements but about collective success. Our team culture is built on collaboration, where each member’s skills and insights are valued. We believe in nurturing our employees' growth through comprehensive professional and diversity training programs that foster an inclusive environment. Innovate and Lead Step into a role at ADI and you’ll find yourself at the intersection of technology and innovation. Our leadership in designing and manufacturing semiconductor products allows us to push boundaries and think outside the box. Your work here leads to the development of solutions that not only meet but exceed our clients' expectations. Career Growth and Opportunities Your career at Analog Devices, Inc is filled with endless possibilities. We offer a variety of job opportunities across multiple functions, ensuring that your career trajectory is in your hands. From engineering to marketing, and from sales to research and development, every position contributes to our global success. Internship Programs Start your career journey with an internship at ADI, where you can apply your academic knowledge in a real-world setting. Our internships provide a robust platform for learning and development, making you job-ready and equipped with practical skills that stand out in your resume. Benefits and Culture Choosing a career at Analog Devices, Inc means more than just employment. It signifies becoming part of a company that values your well-being and professional development. Our benefits package is designed to support not only your individual needs but also those of your family, encompassing health, finance, and work-life balance. Join Our Team Explore the job opportunities and open positions on our Careers page. We are continuously hiring new talents who are passionate, curious, and eager to make a difference. Sharpen your skills through our training programs and prepare for your interview with confidence. Networking and Professional Development At ADI, networking and professional development are part of our DNA. Engage with leaders and peers through various events and platforms, enhancing your career prospects and gaining insights that are integral to professional growth. Stay Connected Keep up to date with the latest at Analog Devices, Inc by following our Careers Blog. Gain insider perspectives and industry-leading insights that can help you navigate your career path at ADI. Job Alert Emails Personalize your subscription to receive job alerts and the latest news tailored to your preferences. Discover the exciting and rewarding career opportunities waiting for you at Analog Devices, Inc. Join Analog Devices, Inc today and be part of a company that thrives on innovation, values diversity, and is dedicated to your professional growth.
Learn more about Analog Devices, Inc
Size
24,700 employees
Market Cap
$82.5 billion
Industry
Net Income
$1.4 billion
Founded
1965
5 Year Trend
+18%
Revenue
$5.8 billion
NASDAQ

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