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Senior AI Systems Engineer

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Senior AI Systems Engineer in Others

  • STARK Deutschland
  • Full time
  • Email
  • Berlin, Germany

Responsibilities

  • Design, train, and deploy reinforcement learning, imitation learning, and behavior-tree decision-making frameworks for coordinated drone behavior.
  • Develop algorithms for decentralized task allocation, collective intelligence, and multi-vehicle coordination under communication-constrained or GPS-denied conditions.
  • Build and use ROS2 SITL environments to test behavioral logic, neural networks, and reactive behaviors before hardware deployment.
  • Create pipelines to move trained models and policies from GPU clusters onto edge robotics hardware without performance degradation.
  • Collaborate with perception and flight-control teams to integrate AI-driven behaviors with safety-critical C++ flight software.
  • Profile and debug behavioral systems under embedded constraints and contribute to autonomous decision-making architecture, heuristic planning, and multi-agent reliability.

Requirements

  • Master's or Ph.D. in Robotics, Computer Science, Aerospace Engineering, or a related field with an emphasis on autonomous decision-making.
  • At least 3 years of professional or advanced research experience in Robotics AI, multi-agent reinforcement learning, or autonomous behavioral modeling.
  • Strong programming proficiency in Python and C++ for embedded and robotics development.
  • Mastery of SITL workflows for validating neural networks and decision-making logic under variable, adversarial, or degraded communications conditions.
  • Deep theoretical and practical knowledge of Markov decision processes, game theory, heuristics, and trajectory or motion planning.
  • Proven experience moving machine-learning models from simulation to physical edge-robotics systems, preferably on multi-vehicle or swarm platforms.
  • Strong debugging skills in real-time, resource-constrained environments.
  • Ability to collaborate across autonomy, hardware, and flight-software disciplines and willingness to travel occasionally for field testing and deployment.

STARK Deutschland

STARK Deutschland delivers innovative solutions that empower businesses to streamline operations and enhance productivity. With a focus on cutting‑edge technology and customer‑centric service, the company partners with clients to transform challenges into opportunities. Its collaborative approach...

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