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We’re seeking an exceptional Software Engineer, Robotics to join our Japan-based Application Software team, focused on localising and advancing Wayve’s autonomous driving technology for the Japanese market. You’ll play a pivotal role in integrating, validating, and optimising our MPC-based trajectory controller and AI software stack on new vehicle platforms ensuring safe, reliable, and high-performance driving in diverse real-world conditions. This is a unique opportunity to work at the intersection of controls, systems integration, and applied machine learning, helping expand our AV capabilities across new operational domains while collaborating closely with robotics, ML, and vehicle engineering experts.
Job Responsibility:
Integrate and validate Wayve’s AI software stack and MPC-based trajectory controller on customer hardware and vehicle platforms
Maintain and enhance the controller (coupled with ML-driven trajectory generation) to improve performance, stability, and reliability across different vehicles and environments
Establish and advance control and integration methods for ML-coupled systems, ensuring robustness and scalability across operational domains
Test and optimise system behaviour in challenging driving scenarios — from highways to urban settings and adverse weather conditions
Develop and refine simulation and evaluation pipelines to guarantee real-world optimality and control quality
Collaborate with cross-functional teams (Verification, Release, OEM partners) to diagnose and resolve integration and performance issues
Requirements:
Strong theoretical knowledge of control theory, optimisation, model-predictive control, state estimation and numerical methods
Practical experience in developing and tuning control systems for physical systems, both in simulation and in the real world
Experience productionising and scaling systems including real-time controllers and monitoring their performance at scale
Strong C++ and Python
Nice to have:
Experience with control, dynamics and modelling of road vehicles