Senior Machine Learning Engineer (Computer Vision)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Engineer (Computer Vision/Robotics): Developing and productizing next-generation deep learning solutions for 3D vision and robotic manipulation with an accent on foundation models, high-quality dataset curation, and real-time inference. Focus on optimizing models for 3D sensors, implementing MLOps best practices, and integrating AI models with robotic systems.
Location: On-site in Oslo, Norway (Nydalen)
Company
develops industrial 3D sensors that power advanced robotics and automation applications.
What you will do
- Develop deep learning solutions for 3D vision and robotic manipulation using 3D sensors.
- Build and curate high-quality datasets, including data collection and annotation pipelines.
- Implement and fine-tune AI models by leveraging foundation models and the latest research.
- Productize ML solutions by optimizing for real-time inference and implementing MLOps best practices.
- Collaborate with cross-functional teams of researchers, vision, optics, and software engineers.
- Document and share ML best practices across the organization.
Requirements
- Proven experience in machine vision, image processing, artificial intelligence, and/or robotics.
- Strong understanding of deep learning architectures for vision, including CNNs and transformers.
- Proficiency in Python and C++ with frameworks such as PyTorch.
- Experience with real-time inference and model optimization (e.g., ONNX, TensorRT).
- M.Sc. or Ph.D. in AI, Computer Science, Robotics, Applied Mathematics, or equivalent practical experience.
Nice to have
- Experience with depth estimation, stereo vision, or monocular 3D reconstruction.
- Practical experience with MLOps and deploying AI/ML models into products.
- Knowledge of synthetic data generation and sim-to-real techniques for training vision models.
- Experience with Vision-Language Models (VLMs) or Vision-Language-Action (VLA) models for robotics.
- GPU programming skills using CUDA, OpenCL, or Halide.
Culture & Benefits
- Competitive compensation package including sign-on stock options, pension, and premium health insurance.
- Commitment to code quality via tech talks, hackathons, code reviews, and peer programming.
- Modern toolchain and an engineering culture dedicated to testing and clean code.
- High degree of autonomy and significant opportunities for career advancement.
- Collaborative and innovative environment within an agile, international team.
- Company social events including climbing, running, and movie nights.
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