2853 IT & Softwareentwickler Stellenangebote in Deutschland

Bosch Gruppe jobs

Research Engineer - Vision Language Models (f/m/div.)

45.000 - 75.000 €
Robert-Bosch-Campus 1, Renningen
45.000 - 75.000 €
Unternehmensgrösse icon
Unternehmensgrösse
5k+
Unternehmenstyp icon
Unternehmenstyp
Product
Erfahrungsstufe icon
Erfahrungsstufe
Regular
Anstellungsart icon
Anstellungsart
Vollzeit
Sprache icon
Sprache
Deutsch
Visa Sponsoring icon
Visa Sponsoring
Nein

Anforderungen

Muss:
- excellent MSc in Computer Science, Machine Learning, Robotics or related technical fields - PhD in Multimodal AI, Robotics, Reinforcement Learning, or Generative AI preferred - demonstrated academic excellence, with a strong publication record in leading AI and robotics conferences and journals (NeurIPS, ICLR, ICML, CVPR, CoRL, RSS, ICRA, ACL, EMNLP, etc.) - Demonstrated industry-relevant practical AI experience through code contributions in industrial AI applications, large scale machine learning projects, or participation in large-scale AI benchmarks and contests - Multiple years of experience in developing and deploying machine learning solutions in distributed SW development teams - Demonstrated capability to integrate cutting-edge AI methods into practically relevant and usable SW solutions - Proficiency in designing and training vision-language models (VLMs) and language-multimodal models (LMMs) (e.g., Flamingo, GPT-4V, PaLM-E, RT-2) - Hands-on experience with visual grounding, cross-modal attention, and instruction-following architectures - Familiarity with benchmarks such as ALFRED, Ego4D, VLN, or datasets involving perception and action - Strong experience in reinforcement learning, imitation learning, or model-based control for agents operating in real or simulated environments - Capability in designing agents for long-horizon planning, semantic task decomposition, and hierarchical control - Knowledge of methods that combine perception, language, and action in task-driven settings - Demonstrated capability to integrate cutting-edge AI methods into practical applications in robotics, automated driving, industrial automation, or building systems with interest in semantic AI for optimized control strategies - Focus on building robust, explainable, and semantically grounded agents for physical deployment - Proficient in Python and deep learning libraries such as PyTorch, TensorFlow, or JAX - Experience with simulation platforms such as Isaac Sim, CARLA, MuJoCo, or Habitat - Skilled in developing scalable pipelines using Docker, CI/CD, and multi-GPU/cloud infrastructure - Proven ability to drive research projects and turn research into practical innovation - Collaborative and interdisciplinary mindset, able to work across research and product teams at Bosch - Fluent in English, with German as optional

Technologien

AI
CI/CD
Machine Learning
PyTorch
Robotics

Verantwortlichkeiten

- Develop cutting-edge Vision-Language-Action (VLA) architectures that empower AI agents to interpret human instructions and act autonomously in complex environments. - Connect multimodal representation learning with long-term control and planning to create agents exhibiting cognitive intelligence. - Contribute to fundamental and applied research on novel VLA models and actively drive their advancement. - Build a scalable infrastructure for experimentation, training, and deployment, including the development of training pipelines, simulation tools, and evaluation methods. - Make VLA methods usable for concrete Bosch applications in practice, demonstrating superior flexibility and generalization capabilities. - Work closely with interdisciplinary teams of researchers and application experts to shape the early innovation phase and long-term strategy for intelligent automation at Bosch.

Beschreibung


At Bosch, we are dedicated to improving quality of life through beneficial technologies shaped by your ideas. We offer a full-time position based in Renningen and provide a range of benefits including flexible working arrangements, access to health and sports activities, childcare services, employee discounts, and opportunities for creative work. Our collaborative environment encourages interdisciplinary teamwork, empowering you to drive research projects and turn research into practical innovations.
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