Research Scientist: World Models & Learned Simulation

DeepRoute.ai; Fremont (CA); In loco; USD 120.000 - 180.000; Tempo pieno

Descrizione del lavoro

DeepRoute.ai in Fremont, California is seeking a hands-on Research Engineer/Scientist to advance world modeling, video generation, and learned simulation. You will own research problems from hypothesis through training, evaluation, and failure analysis, turning ideas into working models with measurable improvements.

Collaborating across modeling, data, and infrastructure, you will design scalable training and inference systems, run rigorous experiments, and contribute to advances in temporal

Competenze

• Master's degree or PhD in Computer Science, Machine Learning, Electrical Engineering, Robotics, Applied Mathematics, or related field, or equivalent practical experience.
• Strong programming skills in Python and practical experience with PyTorch.
• Hands-on experience developing and training models in world modeling, video generation, spatiotemporal prediction, or learned simulation.
• Solid foundation in deep learning and generative or predictive modeling with ability to implement and evaluate ideas.
• Experience with large-scale model training or inference and distributed ML systems.
• Ability to design rigorous experiments, analyze results, and draw sound conclusions.
• Strong software-engineering practices and clear technical communication.

Mansioni

• Research, develop, and adapt models for world generation, future prediction, and simulation.
• Advance model capabilities in controllability, consistency, and realistic world dynamics.
• Develop scalable and efficient training and inference systems for world models.
• Improve data and evaluation methods to support model quality and generalization.
• Design experiments, analyze model behavior, and guide further research.
• Collaborate across research and engineering to turn ideas into reliable implementations and share findings.

Conoscenze

Python

PyTorch

Research experimentation

Distributed ML

Software engineering

Formazione

Master's or PhD in CS/ML/EE/Robotics

Strumenti

PyTorch

Distributed ML frameworks

Descrizione del lavoro

DeepRoute.ai in Fremont, California is seeking a hands-on Research Engineer/Scientist to advance world modeling, video generation, and learned simulation. You will own research problems from hypothesis through training, evaluation, and failure analysis, turning ideas into working models with measurable improvements.

Collaborating across modeling, data, and infrastructure, you will design scalable training and inference systems, run rigorous experiments, and contribute to advances in temporal