PhD Candidate – Machine Learning in Computer Vision (m/f/d)

Spleenlab; Jena; Vor Ort; EUR 48.000 - 68.000; Vollzeit

Benefits dieser Stelle

Flexible working hours

Mobile working options

Ergonomic workstations

Team events

Zusammenfassung

Spleenlab is hiring a PhD Candidate to advance machine learning for autonomous systems. You will implement cutting-edge ML solutions, focusing on sensor fusion, SLAM, perception, and reinforcement learning in close collaboration with universities, aiming for top conference publications and IP contributions.

The role emphasizes Python/C++ development, real-time considerations, and participation in an interdisciplinary team to redefine safe autonomous mobility across land, air, and sea.

Qualifikationen

• M.Sc. degree in computer science or a related discipline with strong programming and ML background.
• Experience with Python and C/C++ in ML applications.
• ROS or similar middleware is a plus.
• Experience in real-time systems and agile SCRUM environments.
• Software CI/CD experience is beneficial.

Aufgaben

• Implement and integrate ML solutions for autonomous systems, including object detection and semantic segmentation.
• Investigate tasks such as behavioral cloning or reinforcement learning with university collaboration.
• Research topics: sensor fusion, SLAM, perception, motion planning, and prediction.
• Prepare for top ML conference publications and contribute to IP portfolio.

Kenntnisse

Python

C/C++

Machine Learning

ROS

Real-time systems

CI/CD

SCRUM

Ausbildung

M.Sc. in Computer Science

Tools

ROS

CI/CD

Real-time systems

Jobbeschreibung

PhD Candidate – Machine Learning in Computer Vision (m/f/d)

Full-time

Software Engineering

Profile

Join us to develop cutting-edge ML solutions for autonomous systems in collaboration with leading universities. Your research will focus on areas like sensor fusion, SLAM, behavioral cloning, and reinforcement learning, with opportunities to publish at top ML conferences and contribute to real-world applications. Strong programming skills (Python/C++), a solid ML background, and a passion for applied research are essential.

Your Role

Implement and integrate amazing machine learning solutions for our autonomous systems, including tasks like object detection, semantic segmentation, behavioral cloning or reinforcement learning in close collaboration to the university

Cutting Edge Research in one of the following applied Robotics domains: Sensor-Fusion, SLAM, Perception, Behavioral Cloning, Motion Planning and Prediction, Environmental Modelling

Research in one of the following tasks: Domain Adaptation, Self-Supervised Learning, Multiview-Multimodal Systems, Explainable Machine Learning, Reinforcement Learning, Working with Sparse Data (Lidar, Radar)

Prepare for top ML conference publications

Contribute to the companies IP portfolio

At a minimum we’d like you to have

M.Sc. degree in computer science or a related discipline (e.g., AI, machine learning, statistics, or cognitive science, computational physics, applied mathematics) and have strong programming skills, and a solid background in machine learning, numerical simulation artificial intelligence, or computational cognitive science

Experience with one or more programming languages including but not limited to: C/C++, Python

It’s preferred if you have

Worked with ROS or similar

Experience with real-time systems

Experience in an agile project environment (SCRUM)

Software Continuous Integration Experience

About

Are you ready to redefine the future of transportation across all domains? At Spleenlab, we're building the safety backbone for autonomous movement, ensuring people and things can navigate the world with confidence. Our expertise spans self-driving cars, trucks, maritime vessels, UAVs, air taxis, helicopters, and traditional aircraft.

We specialize in creating cutting-edge AI perception software powered by machine learning, specifically designed for safety-critical autonomous systems. This isn't just about code; it's about enabling a safer, more efficient tomorrow across land, air, and sea.

As part of our dynamic and interdisciplinary team, you'll work alongside recognized AI leaders, contribute to groundbreaking projects, and directly influence the next generation of autonomous mobility. If you're an ambitious AI professional eager to make a real difference, we want to hear from you.

Work-Life-Balance: Flexible working hours and mobile working options.

Ergonomic Workstations: Equipped with height-adjustable desks and ergonomic office chairs.

Company Events: Regular team events, meet & greets, and an annual Christmas party as integral parts of our company culture.

Free Drinks: Enjoy complimentary coffee, tea, and water to keep you refreshed throughout the day.

Your Next Opportunity Starts Here

At Spleenlab, we don’t just accept difference – we celebrate it, we support it, and we thrive on it for the benefit of our employees, our products and our community. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity. We consider all qualified applicants, in accordance with the legal requirements. If you have a disability or special need that requires accommodation, please let us know.