Applied AI/ML Research Engineer | Applied AI/ML Research Engineer (m/f/d)
Agile Robots SE
Job Summary
This role seeks an Applied AI/ML Research Engineer to join the AI Research Department, focusing on transforming cutting-edge machine learning concepts into functional, embodied intelligent systems. Day-to-day responsibilities involve rapid research-to-prototype translation, exploring approaches like multimodal learning, 3D perception, and reinforcement or imitation learning, and implementing these models for perception, prediction, or action-related tasks. The engineer will build robust training and evaluation pipelines to analyze failure modes and align prototypes with real-world constraints. Essential qualifications include a Master’s or PhD (or equivalent practical experience) in a relevant field, coupled with strong Python engineering skills necessary for implementing models and training loops from scratch. Success requires proven ability to quickly translate hypotheses into working prototypes, strong debugging discipline, and the rigor to design reproducible experiments. This is a permanent position within a dynamic, international high-tech company in Munich, offering significant professional growth in the future of robotics.
Required Skills
Education
Master’s degree or PhD in a relevant field, or equivalent practical experience with strong technical depth.
Experience
- Solid professional experience in applied machine learning (e.g., computer vision, multimodal learning, simulation-based ML).
- Proven ability to rapidly translate research ideas or papers into working ML prototypes.
- Hands-on experience implementing models, experiments, and training loops from scratch using Python.
- Experience designing reproducible experiments and defining baselines.
- Professional experience working with imperfect, real-world data.
Languages
Additional
- Permanent employment contract (Indefinite duration).
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