Senior AI/ML Research Engineer
Vor 2 Tagen
About the role
We are seeking a
Senior AI/ML Research Engineer
to shape the next generation of intelligent robotic systems that combine perception, reasoning, and control.
In this role, you will develop
deep learning, reinforcement learning, and multi-modal foundation models
— from
LLMs and VLMs
to
Vision-Language-Action (VLA)
systems — and bring them to life in robotic contexts.
You will bridge the gap between
cutting-edge AI research
and
high-performance engineering
, ensuring that models trained on vast data and complex architectures can act effectively in the real world.
If you thrive at the intersection of
AI, robotics, and software architecture
, and you're passionate about building robots that understand, reason, and act intelligently, this role is for you.
Your Responsibilities
- Multi-Modal AI for Robotics
- Design and train
foundation models
that integrate
vision, language, and actions
for embodied intelligence. - Adapt
LLMs
and
VLMs
for robotic control, planning, and interactive behavior — enabling robots to perceive, reason, and respond in natural, context-aware ways. - Control and Manipulation Intelligence
- Develop AI-driven control policies for robotic manipulation, grasping, and motion planning.
- Combine
reinforcement learning
,
imitation learning
, and
foundation model prompting
to enable generalizable, transferable robotic behaviors. - Optimization
- Implement efficient distributed training, parallelization, and hardware-aware optimizations (GPU/TPU).
- Software Engineering & System Integration
- Design modular, maintainable, and high-performance AI data processing, training and inference pipelines that can work at scale on large and diverse data. Ability to work across the full stack– taking ideas together with the team, from research and prototyping all the way to the final product.
- Evaluation, Benchmarking, and Experimentation
- Establish reproducible pipelines for training, evaluation, and deployment.
- Develop benchmarking frameworks to assess model generalization, safety, and task success.
- Technology Innovation
- Stay ahead of the latest advancements in AI, multi-modal learning, and robotics by innovating with new ideas and novel approaches.
- Translate academic breakthroughs into production-ready systems and contribute to papers, patents, or open-source initiatives.
Essential Skills
- MSc (and 6+ years of industry experience) or PhD (and 2+ years of industry experience; or combined equivalent experience) in
Computer Science, Robotics, Electrical Engineering, AI, or related field - Strong knowledge of
machine learning
,
deep learning
, and
optimization - Hands-on experience with
transformer-based architectures
, including
LLMs
,
VLMs
, and
multi-modal models - Strong expertise in
Python
and proficiency in
C++ - Experience with
PyTorch
(and/or TensorFlow, JAX) and distributed training frameworks - Solid software engineering foundation — architecture design, clean code, testing, and CI/CD
- Strong understanding of
mathematics, statistics, and numerical optimization - Excellent
analytical problem-solving
skills and ability to translate research into robust implementations - Experience working in
Linux environments
and with
containerization
(Docker/Kubernetes) - High curiosity and motivation to solve challenging tasks, deliver on time, and shape the forefront of robotics and AI.
Beneficial Skills
- Familiarity with
control theory
and
robotic middleware
(ROS2, MoveIt, Gazebo, Isaac Sim) - Experience with
reinforcement learning
,
imitation learning,
or
embodied foundation models - Familiarity with
VLA frameworks
,
robotic reasoning with LLMs
, or
multi-agent learning - Knowledge of
CUDA
,
Tensor RT
, or
hardware acceleration
for real-time inference - Experience with
distributed training
,
simulation frameworks
, and
data-centric AI pipelines - Understanding of
multi-modal fusion
(e.g., vision, speech, tactile sensing) - Contributions to
academic publications
,
patents
, or
open-source projects
in AI or robotics
Agile Robots SE
is an international high-tech company based in Munich, Germany with a production site in Kaufbeuren and more than 2300 employees worldwide. Our mission is to bridge the gap between artificial intelligence and robotics by developing systems that combine state-of-the-art force-moment-sensing and world-leading image-processing technology. This unique combination of technologies allows us to provide user-friendly and affordable robotic solutions that enable intelligent precision assembly.
This is made possible by our employees, who bring out the best in each and every day with creativity and enthusiasm. Become part of this team and shape the future of robotics with us
We are proud of our diversity and welcome your application regardless of gender and sexual identity, nationality, ethnicity, religion, age, or disability.
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