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Required Reinforcement Learning Researcher | Learned-Policy Group
About the team:
Build the intelligence behind the next driving decision.
Were building a reinforcement-learning driving planner for complex, interactive road scenarios. Were looking for a researcher to help take it from simulation to real vehicles.
Youll develop policy models, rewards, and training methods. Youll define how driving behavior is evaluated, analyze failures in closed loop, and validate improvements on the road. Youll work in a small team and collaborate with control and other algorithm teams.
This is a high-impact role with direct influence on a core part of our
driving technology and its future products.
What will your job look like?
Research and develop reinforcement-learning planning algorithms, including policy architectures, reward design, training objectives, and optimization methods.
Train and evaluate RL policies for difficult, interactive driving scenarios, building on the existing learning-based planner and complementary classical components.
Develop evaluation methods and relevant metrics for safety, progress, comfort, and interaction quality, and use them to guide experiments and analyze failures.
Build simulation-based training and closed-loop evaluation workflows.
Turn research ideas into reliable components of the driving stack.

Required Production Software Engineer for Algo Objects
About the team:
The Object Sensing Group in our Algorithmic Development department is responsible for the backbone of the company's core business: identifying vehicles, pedestrians, animals and other objects and obstacles on and in the vicinity of the road, and extracting physical, kinemtic and semantic information about them from a video stream - all in real time.
Developers in the group work with state of the art image processing and DNN algorithms, providing solutions for internal and external costumers.
The crossroad where ever-evolving software infrastructure meets the variety of the developed algorithmic modules is where the integrator comes in.
What will your job look like:
Develop and maintain automated CI validation flows, implementing and coordinating cross-platform unit, regression and integration tests.
Integrate developments into centralized branches, documenting developments and versions.
Oversee version validation, assign issues to owners, coordinate the resolution of code conflicts.
Build manage, supervise and maintain the main repository of our Object Sensing Algorithm team in the R&D department.
Debug Real-Time oriented code, meeting high standards of memory and running-time requirements.
Develop, maintain and support automatic solutions for seamless integration and validation workflows.
Develop in C++ and Python in Linux environment.

Required Integration and Validation Architect
About the team:
Join our hardware systems team to drive DV/PV software readiness for our AV-HW Tier 1 products. Youll combine customer-facing technical leadership, detailed validation design and hands-on integration to secure internal acceptance and customer satisfaction with testability and coverage.
What will your job look like:
Youll lead customer technical reviews, present readiness and validation evidence, and resolve concerns about testability and coverage.
Youll translate customer expectations and system requirements into detailed integration plans, coverage, loads, diagnostics and monitoring requirements.
Youll define interfaces between DV/PV software, SoCs, test hosts, equipment and automation, guiding teams and suppliers through implementation and verification.
Youll bring up test setups, integrate hardware and software releases, and troubleshoot issues using measurements, logs and controlled experiments.
Youll use technical judgment to coordinate investigations and corrective actions across teams, and verify that issues are resolved.
Youll own technical documentation and customer review material, keeping coverage tables, procedures and reports aligned with demonstrated capabilities.
Youll accept or withhold technical readiness against agreed requirements and assess the validation impact of hardware and software changes.