Internship - Reinforcement Learning for Navigation
ANYbotics is hiring an Internship - Reinforcement Learning for Navigation in Zurich, Switzerland. Level rates it ; you can apply on ANYbotics.
Level's read on this job
- Builds AI ●●●● is how Level rates this role: the job is building AI systems.
- Tools and skills the posting cites include Claude, Copilot and Cursor.
- Level classifies it as an internship.
- Level lists 21 other open roles at ANYbotics.
AI in this role
We’re always looking for passionate, curious, and motivated interns to join the Advanced Technology team. We explore emerging technologies and transform them into practical innovations that shape the future of robotics at ANYbotics. We bridge cutting-edge research with real-world industrial applications by rapidly validating new ideas, building prototypes, and transferring successful technologies into our products. Working closely with leading universities, startups, and internal engineering teams, we tackle challenging problems in robotics, AI, computer vision, and autonomous systems to create the next generation of industrial inspection robots.
The Opportunity
We are looking for a Reinforcement Learning for Robotic Navigation intern to join our Advanced Technology team and contribute to advancing ANYmal's mobility capabilities. Utilizing the latest reinforcement learning techniques and simulation tools, we define, train, and integrate ML models into ANYmal to safely and robustly navigate challenging industrial environments.
Your role includes evaluating and fine tuning state of the art RL-based navigation & locomotion policies in simulation and on real quadruped robots. This internship provides a profound and impactful opportunity to work at the forefront of machine learning in robotics, playing a significant role in shaping ANYmal's autonomous capabilities and contributing to real-world applications.
You will work closely with Robotics experts and research partners who will provide you with guidance and mentorship. The preferred starting date is September 2026, and the full-time paid internship lasts six months.
Your Contributions
- Project Support: Work closely with our engineers and researchers on active projects across the entire software stack, from application software to autonomy stack and low-level software.
- Algorithm Implementation: Design, implement, test, and validate new algorithms and features in core software areas.
- Testing & Infrastructure: Contribute to the continuous improvement of our testing infrastructure, simulation environments, and CI/CD pipelines to ensure the robustness and reliability of the ANYmal platform
- Code Development & Testing: Write clean, efficient, and well-documented C++ and Python code for real-time operation on the robot. Contribute to our robust testing and simulation infrastructure
Your Profile
- Education: Currently enrolled in a Bachelor's, Master's, or PhD program in Robotics, Computer Science, Electrical/Mechanical Engineering, Mechatronics, or a related technical field.
- Foundational Knowledge: Solid academic knowledge and proven ability in one or more areas relevant to mobile robotics, such as Control Theory, Machine Learning, Computer Vision.
- Programming Skills: Strong proficiency in Python and/or C++ (Modern C++ is highly valued).
- Software Development Skills: Experience with Git, Docker, and AI-assisted software development tools (e.g., Cursor, Claude Code, GitHub Copilot).
- Collaboration: Excellent communication skills and the ability to work effectively in our highly interdisciplinary, English-speaking environment.
- Attitude: A hands-on, proactive, and analytical attitude towards complex problem-solving and eagerness to learn rapidly.
Bonus points, a few extra things that would make us especially excited about your application
- You have trained AI models on GPUs and have explored CUDA or other GPU-accelerated computing frameworks.
- You spend your weekends automating your workflows with Agentic AI.
- You know and worked with Robotics Middleware (ROS/ROS 2).
Interested? Submit your application
We will contact you if your skills and experience are a good fit for the team and the role. Please note due to the high load of applications we will only contact those that are relevant. Thank you for your understanding.
We are only able to consider applications from Schengen-Area citizens (or any student enrolled at ETH and EPFL who require compulsory internship). For residents outside of Switzerland, you will have to find your own accommodation in order to apply for the L or B work permit.Internship Details: Start date: any time of the year and always on the 1st of the month Duration: 6 months Workload: 100% (Full time, Onsite) Who can apply: EU applicants for internships The internship can be voluntary A work permit is not required but the candidate needs a residence permit Must be enrolled in a University Non-EU applicants for internships: Internship must be mandatory (supported by a letter from a university) A work permit is required Must reside in CH Interested? Submit your application We will contact you if your skills and experience are a good fit for the team and the role. Please note due to the high load of applications we will only contact those that are relevant. Thank you for your understanding. What We Offer: - Hands-on experience working on advanced locomotion software. - Mentorship from industry experts. - Opportunities to contribute to innovative projects. - A dynamic and collaborative work environment. - Potential for future full-time opportunities. We offer you a very exciting and dynamic work environment, the opportunity to become part of a fast-growing company and an ambitious team that is on a mission to change the industrial inspection market, a chance to leverage your experience and bring in your own ideas, a fair market salary, an attractive and fun environment in the city of Zurich.
How we rate this
Internship - Reinforcement Learning for Navigation at ANYbotics rates 94 out of 100 for how much of the daily work is AI. That makes it Builds AI (AI Level 4 of 4). The level is about AI in the job, not seniority.
Builds AI. The job is building AI systems.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Questions you could be asked
- Walk me through fine-tuning a model: what data did you use, and how did you check the result?
- Walk me through a computer vision problem you solved, from raw data to a deployed model.
- What are the limits of Claude that you've run into, and how did you work around them?
- What's a project where you used Copilot hands-on?
- Walk me through how you've used Cursor in your day-to-day work.
Adapt your resume
- List these exact terms on your resume: Fine-tuning, Computer vision, Claude, Copilot, and Cursor. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
- Lead with what you built, trained or shipped. This role is judged on the AI system itself, not the tools around it.
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