You collaborate with engineers to develop and enhance simulation environments for mobile robots, focusing on data generation and documentation to improve AI model training and the quality of simulations.
Anforderungen
- •Currently enrolled in a Bachelor's or Master's degree
- •Experience with robotics simulation environments
- •Experience with ROS/ROS2
- •Experience in Python programming
- •Knowledge of ML/AI in robotics
- •Good grasp of data concepts
- •Working knowledge of machine learning principles
- •Strong verbal and written communication skills in English
Deine Aufgaben
- •Collaborate with engineers to integrate NVIDIA Isaac Sim.
- •Generate synthetic multimodal training data for AI models.
- •Create realistic simulation environments using digital twin data.
- •Assist in designing simulation scenarios for robotics use cases.
- •Contribute to creation and validation of synthetic datasets.
- •Help extend documentation on simulation best practices.
- •Participate in team meetings to enhance simulation realism.
- •Document workflows, results, and findings clearly.
Deine Vorteile
Annual education budget
Learning from robotics experts
Knowledge-sharing sessions
Flexible remote work options
Support for standing desk
International team environment
1:1 sessions with psychologists
Team events and adventures
Weekly sponsored team lunches
Support for transport costs
Extra pension scheme contribution
Kindergarten cost allowance
Additional benefits and discounts
Original Beschreibung
## Robot Simulation & Synthetic Data Generation Working Student / Intern (m/f/d)
###### Intern / Student, Full or part-time ·Remote or/and Darmstadt
---
##### YOUR TASKS
* Collaborate with robotics and AI engineers to integrate NVIDIA Isaac Sim as a simulation environment for a heterogenous fleet of mobile robots.
* Generate synthetic multimodal training data for SOTA AI models in the field of robotics using NVIDIA Isaac Sim.
* Create realistic simulation environments for robots based on real sites using digital twin data and data collected by our robots in the field.
* Assist in designing and refining simulation scenarios that replicate real-world robotics use cases.
* Contribute to the creation, validation, and organization of synthetic datasets tailored for machine learning and computer vision tasks.
* Help extend internal documentation and contribute to team knowledge sharing on simulation best practices and reproducible synthetic data generation pipelines.
* Participate in interdisciplinary team meetings and research sessions to enhance simulation realism and data quality.
* Document your workflows, results, and findings in a clear and accessible manner.
##### YOUR PROFILE
* Currently enrolled in a Bachelor’s or Master’s degree program in Robotics, Computer Science, Data Science, Engineering, or a related technical field.
* Experience with robotics simulation or synthetic data generation environments such as NVIDIA Isaac Sim, Gazebo, Carla, Unity or Blender.
* Experience with ROS/ROS2.
* Experience in Python programming and familiarity with scientific computing libraries (NumPy, Pandas, etc.).
* Experience with or existing knowledge of ML/AI in robotics and computer vision.
* Good grasp of data concepts: dataset generation, cleaning, and annotation.
* Working knowledge of machine learning and computer vision principles.
* Strong verbal and written communication skills in English.
##### HELPFUL ADDITIONAL QUALIFICATIONS
**Nice to have:**
* Experience with C/C++ programming, preferably in performance-critical applications.
* Experience with 3D modelling/CAD programs such as Blender, Fusion 360, FreeCAD and OpenSCAD.
* Experience with state-of-the-art generative models for 2D/3D data.
* Experience with annotating or converting datasets for standard ML formats (COCO, KITTI, etc.).
* Exposure to or interest in LiDAR sensor simulation and 3D perception.
* Experience with image-based 3D reconstruction approaches such as SfM, Gaussian Splatting, NeRFs.
* Experience with Docker.
* Previous contributions to open-source simulation or robotics projects.
#### YOUR BENEFITS AT ENERGY ROBOTICS\*
**Growth & Development**
* Annual education budget
* Learn from world-leading robotics experts
* Knowledge-sharing sessions & workshops
**Flexibility & Time Off**
* Flexible remote work and workation possibilities
* Support for a standing desk for your home office
**Wellbeing & Community**
* Be part of an international team with over 20 nationalities
* 1:1 sessions with certified psychologists and mental health workshops
* Team events: hackathons, outdoor adventures & more
* Weekly sponsored team lunches
**Financial Perks**
* Support for public transport costs
* Extra employer contribution to company pension scheme
* Allowance for kindergarten costs possible
* ...and more benefits & discounts
\*The specific offer may vary depending on employment type