Staff AI/ML Engineer, Deep Agentic Reasoning Engineer (Lorenz Labs)
Analog Devices22 hours ago
Base Salary
$198k - $272k/yr
Responsibilities
- Build and evaluate deep learning models for multimodal classification and reasoning tasks.
- Conduct the full research lifecycle from stakeholder discussions and data collection through annotation, preprocessing, training, and evaluation.
- Prototype models in Python using PyTorch and TensorFlow, and implement mid-training and post-training improvements.
- Modify transformer architectures, attention mechanisms, positional encodings, and reasoning techniques.
- Apply supervised fine-tuning, reinforcement learning, policy optimization, and knowledge distillation to reasoning models.
- Develop multi-agent orchestration, task decomposition, agentic tree search, and dynamic reasoning workflows.
- Document results through internal reports, blog posts, and publications in conferences and workshops.
Requirements
- PhD in AI-related fields such as NLP, Computer Vision, Speech Processing, or a related discipline.
- 6+ years of experience releasing AI/ML products.
- Strong publication record in top-tier venues such as NeurIPS, ICML, ICLR, ACL, NAACL, EMNLP, or CVPR.
- Expertise training, post-training, and evaluating transformer-based models, including architecture modifications and optimization techniques.
- Hands-on experience with supervised fine-tuning, reinforcement learning such as GRPO, and advanced post-training methods for reasoning models.
- Experience implementing and modifying transformer architectures, encoder/decoder variants, attention mechanisms, and positional encodings.
- Knowledge of Chain-of-Thought, agentic tree search, continual learning, and multi-agent orchestration.
- Experience with static frameworks such as LangGraph and dynamic multi-agent harnesses for complex reasoning workflows.
- Ability to adapt to emerging research directions such as JEPA training, world models, diffusion-based generation, and agentic harnesses.
Benefits
- Medical, vision, and dental coverage.
- 401(k), paid vacation, holidays, and sick time.
- Discretionary performance-based bonus.
- Required travel of 10% of the time.
- 1st shift/day schedule.
- Applicants other than US Citizens, US Permanent Residents, and protected individuals may be subject to export licensing review.
Categories
AI ResearchML Engineering
About Analog Devices
Analog Devices, Inc. designs and sells analog, mixed-signal, RF, power, sensor, and digital signal processing ICs to OEMs across industrial, automotive, communications, consumer, and healthcare markets. Founded in 1965 and headquartered in Wilmington, Massachusetts, the NASDAQ-listed company earns revenue from catalog and application-specific semiconductors and supporting software used in applications from factory automation and vehicles to data centers and medical devices.