Senior ML Engineer - Generative Driving Simulations

Applied Intuition; Sunnyvale (CA); Presencial; USD 180.000 - 240.000; Jornada completa

Descripción de la vacante

Applied Intuition in Sunnyvale, CA is hiring a senior ML engineer to advance diffusion and video-generation models for driving-scene simulation within the Neural Simulation product. You will drive research-to-product efforts, improving realism, temporal consistency, controllability, and evaluation workflows so autonomous systems can be trained and validated against harder simulated conditions.

Collaborate with autonomy, infrastructure, and research teams to productionize methods and contribute

Formación

• Experience with diffusion and video-generation models.
• Ability to deploy research into production systems.
• Experience with large-model training or inference workflows.
• Interest in autonomy simulation and evaluation for physical AI systems.

Responsabilidades

• Develop diffusion and video-generation models for driving-scene simulation.
• Generate sensor data conditioned on scene layout, camera pose, actors, and trajectories.
• Augment real-world logs with new scenarios, actors, weather, and lighting conditions.
• Define metrics and benchmarks for realism, temporal consistency, controllability, and sim-to-real gap.
• Work with autonomy, infrastructure, research, and customer-facing teams to productionize new methods.

Conocimientos

Generative modeling

Computer vision

ML in production

Large-model training

Descripción del empleo

Applied Intuition in Sunnyvale, CA is hiring a senior ML engineer to advance diffusion and video-generation models for driving-scene simulation within the Neural Simulation product. You will drive research-to-product efforts, improving realism, temporal consistency, controllability, and evaluation workflows so autonomous systems can be trained and validated against harder simulated conditions.

Collaborate with autonomy, infrastructure, and research teams to productionize methods and contribute