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INIntrinsic

Research Scientist, Deep Learning(m/w/x)

Zürich
Full-timeOn-siteExperienced
AI/ML

Applied research in geometric computer vision for industrial robotics, mitigating Deep Learning hallucination risks. Master's/PhD in CS/Robotics with 3 years in robotics software/research, plus ML/DL frameworks proficiency required. Directly shaping intelligent, accessible industrial robotics.

Requirements

  • Master's or PhD degree in Computer Science, Robotics, or related field
  • 3 years of experience in robotics software development or research
  • Proficiency programming in Python and ML/DL frameworks
  • Knowledge of robotics perception or manipulation algorithms
  • Experience working with robot hardware or simulation environments
  • Team player with a product mindset and willingness to learn
  • Advanced degree in Robotics, Computer Science, or related field
  • Expertise in deep learning and transformer-based approaches
  • Proven ability to apply robotics ML/AI research to real-world problems
  • Experience generating or utilizing synthetic data for machine learning
  • Publications in relevant robotics conferences or journals

Tasks

  • Conduct applied research in geometric computer vision
  • Design innovative algorithms for image and video processing
  • Define processes to mitigate hallucination risks in Deep Learning
  • Improve accuracy of algorithms for industrial robotics
  • Deploy algorithms on industrial robotics workcells
  • Gauge sim-to-real transfer of models
  • Provide input for synthetic data generation and annotations
  • Identify gaps in sim-to-real transfer for training models
  • Collaborate with research partners and engineering teams
  • Ideate new approaches for real-world industrial applications
  • Explore unfamiliar technologies for continuous learning
  • Proactively identify needs and bottlenecks in customer problems
  • Propose practical solutions for high throughput environments
  • Serve as a liaison between robotics and research teams
  • Provide engineering insights into research projects
  • Advise cross-functional teams on translating AI research into engineering
  • Document and develop prototypes for external users
  • Collaborate with R&D and other product groups

Work Experience

  • 3 years

Education

  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • PyTorch
  • Jax
  • Tensorflow
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