Applied AI Engineer - Flywheel Automation & Continuous Learning

Applied AI Engineer - Flywheel Automation & Continuous Learning

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Kodiak Robotics, Inc. was founded in 2018 and has become a leader in autonomous ground transportation committed to a safer and more efficient future for all. The company has developed an artificial intelligence (AI) powered technology stack purpose-built for commercial trucking and the public sector. The company delivers freight daily for its customers across the southern United States using its autonomous technology.

In 2024, Kodiak became the first known company to publicly announce delivering a driverless semi-truck to a customer. Kodiak is also leveraging its commercial self-driving software to develop, test and deploy autonomous capabilities for the U.S. Department of Defense.

Kodiak is seeking a world-class Applied AI Engineer to design and build the AI Flywheel - the closed-loop system that powers continuous learning across our fleet of autonomous trucks.

In this role, you will own the architecture and automation of a complete data-to-model flywheel: from mining hard edge cases, to orchestrating distributed training pipelines, to deploying models across our large-scale AI infrastructure. Your work will ensure that our models improve rapidly and continuously with every mile driven.

This is a high-impact, cross-functional role where you’ll interface with our perception, foundation model, and infrastructure teams to transform real-world driving data into smarter models and safer autonomy.

• Design and implement the end-to-end AI Flywheel, platforms for training, validation, deployment, and building a robust automated system.
• Build and maintain multi-node distributed training pipelines using tools like PyTorch DDP, Horovod, or Ray.
• Develop smart data mining and active learning strategies to prioritize valuable training data from petabyte-scale logs.
• Automate model evaluation and selection pipelines to support rapid iteration and closed-loop deployment.
• Build infrastructure for seamless model image packaging, validation, and rollout across Kodiak’s autonomous fleet and AI platform.
• Ensure that the flywheel is reliable, reproducible, and scalable, capable of learning from millions of real-world miles.

• Bachelor’s, Master’s, or PhD in Computer Science, Machine Learning, Robotics, or a related field.
• 3+ years of experience building production-grade ML infrastructure or model pipelines.
• Deep proficiency in Python and deep learning frameworks (e.g., PyTorch, Tensor Flow).
• Experience with distributed training and pipeline orchestration (e.g., Airflow, Kubeflow, Dagster).
• Strong engineering fundamentals, debugging skills, and ability to scale systems.
• Passion for turning real-world data into self‑improving AI systems.

• Experience in autonomous vehicles, robotics, or other sensor‑rich real‑world ML systems.
• Prior work with self‑supervised learning, active learning, or large‑scale data curation.
• Familiarity with containerization (Docker), model packaging, and deployment workflows.
• Comfort working in cross‑functional teams with research scientists, infra engineers, and robotics experts.
• A mindset of ownership, experimentation, and systematic improvement.

• Competitive compensation package including equity and annual bonuses
• Excellent Medical, Dental, and Vision plans through Kaiser Permanente, Cigna, and Met Life (including a medical plan with infertility benefits)
• Met Life Legal Services, Identity & Fraud Protection, Hospital Indemnity Insurance, Accident Insurance, & Critical Illness Insurance
• Flexible PTO, 10 paid holidays, and generous parental leave policies
• Our office is centrally located in Mountain View, CA
• Office perks: dog‑friendly, free catered lunch, a fully stocked kitchen, and free EV charging
• Long Term Disability, Short Term Disability, Life Insurance
• Wellbeing Benefits - Headspace through Cigna, Calm through Kaiser, One Medical, Gympass, Spring Health through Cigna, Rula (mental health navigation)
• Fidelity 401(k)
• Commuter, FSA, Dependent Care FSA, HSA
• Various incentive programs (referral bonuses,…