Principal AI/ML Engineer, Deep Agentic Reasoning Engineer (Lorenz Labs)
Analog Devices22 hours ago
Base Salary
$230k - $316k/yr
Responsibilities
- Develop and evaluate deep learning models for multimodal classification and reasoning tasks.
- Conduct the full research lifecycle, including stakeholder discussions, data collection, annotation, preprocessing, model training, and rigorous evaluation.
- Prototype models in Python using PyTorch and TensorFlow and implement multimodal model mid-training and post-training improvements.
- Apply knowledge-distillation techniques to transfer reasoning capabilities from larger models to smaller, efficient models.
- Develop transformer architecture modifications, reasoning methods, reinforcement-learning and policy-optimization techniques, and multi-agent reasoning workflows.
- Document experiments and results through internal reports, blog posts, and publications in conferences and workshops.
Requirements
- At least 6 years of experience releasing AI/ML products.
- PhD in AI, NLP, computer vision, speech processing, or a related discipline.
- Strong publication record in top-tier venues such as NeurIPS, ICML, ICLR, ACL, NAACL, EMNLP, and CVPR.
- Expertise training, post-training, and evaluating transformer-based models, including training dynamics, architecture modifications, and optimization techniques.
- Hands-on experience with supervised fine-tuning, reinforcement learning such as GRPO, advanced post-training for reasoning models, RL implementation, and policy optimization.
- Experience implementing and modifying transformer architectures, including encoder/decoder variants, attention mechanisms, and positional encodings.
- Knowledge of Chain-of-Thought, agentic tree search, continual learning, multi-agent orchestration, and task decomposition.
- 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% and a 1st shift/day schedule.
- Applicants other than US citizens, US permanent residents, and protected individuals may be subject to export licensing review for access to technical data.
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.