H

Helsing

AI software and autonomous defense systems

AI Research Engineer - Robotics

Robotics & Autonomous SystemsConfirmed live in the last 24 hours
Full-timeBerlin, GermanyNo salary listedHybrid

About the Job

Requirements

  • Hold an MSc or PhD in Robotics, Machine Learning, Control Engineering, or a closely related field, with a strong focus on reinforcement learning and robot control.
  • Have hands-on experience training and deploying reinforcement-learning-based controllers on real robotic hardware.
  • Be familiar with modern reinforcement learning techniques for continuous control, including model-free methods such as PPO, SAC, and TD3; model-based and hierarchical reinforcement learning; sim-to-real transfer strategies; domain randomisation; and curriculum learning.
  • Understand robot dynamics, kinematics, and classical control theory, including PID, model predictive control, and trajectory optimisation, and know how to combine these with learned approaches.
  • Be proficient in building and working with physics-based simulators such as MuJoCo, Isaac Gym/Isaac Lab, PyBullet, and Gazebo.
  • Have software engineering skills and write clean, well-structured code in Python and/or Rust or modern C++. Have experience deploying AI software to production, including testing, quality assurance, and monitoring.
  • Be able to report and present research findings clearly and efficiently, internally and externally.
  • Keep up to date with current research and re-implement and extend state-of-the-art papers.

Responsibilities

  • Design, train, and deploy reinforcement-learning-based controllers for robots operating in complex, unstructured, and dynamic real-world environments.
  • Enable robots to perceive and understand their surroundings by fusing rich sensory inputs, including vision, to support robust and adaptive control.
  • Own the full pipeline from simulation to deployment, ensuring learned policies are robust, efficient, and ready for real-world operation under tight hardware constraints.

Desired Qualifications

  • Hold a PhD in Robotics, Reinforcement Learning, Control Engineering, or related fields, with publications in top-tier venues such as CoRL, ICRA, NeurIPS, ICLR, IROS, and RSS.
  • Have experience developing controllers for highly dynamic robotic systems operating under complex contact interactions and demanding environmental conditions.
  • Have experience with vision-based perception for robotics control, such as depth estimation, visual odometry, or visuomotor policy learning.
  • Be familiar with low-level motor control interfaces and real-time embedded systems constraints.
  • Have experience with online adaptation and meta-learning techniques to enable robots to adapt to changing environmental conditions.
  • Have experience with sensor fusion, including IMU, proprioception, exteroception, and vision, to inform and enhance learned control policies.

About the Company

Helsing

AI software and autonomous defense systems

Helsing develops AI software and autonomous systems for democratic governments, covering air, land, sea, and sub-surface domains. Its software combines data from drones, radar, satellites, cameras and other sensors to create a real-time operational picture that helps commanders detect threats and move quickly, while keeping key decisions under human control. Its product lineup includes AI-enabled strike drones (HF-1 / HX-2) for contested environments and underwater surveillance systems (SG-1 Fathom) for critical infrastructure. Helsing collaborates with European armed forces and partners such as Saab, Airbus and Kongsberg, and has supported Ukraine since 2022. The company has raised large rounds of funding, with a focus on expanding AI platforms and autonomous systems for partner nations. Its goal is to provide robust, field-ready AI-powered platforms that enable faster, safer decision-making and action in defense while maintaining governance over critical choices.

Company size
501-1,000
Company stage
Series E
Total funding
$3.3B
Headquarters
Munich, Germany
Founded
2021

Recently Posted Jobs

Explore more opportunities at Helsing

See more jobs