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Requirements
- Strong knowledge of Python and practical experience with PyTorch.
- Hands-on experience with 3D perception, computer vision, and point cloud data.
- Knowledge and experience with Vision Transformers (ViT).
- Experience in model optimization, profiling, and deployment in real-world environments.
- Ability to work collaboratively in a team and manage multiple tasks effectively.
- Experience with C++.
- Work on developing and implementing deep learning models, with a focus on 3D perception tasks.
- Design, train, and optimize models using PyTorch, including Vision Transformers (ViT).
- Collaborate with a team of engineers to integrate models into existing systems and pipelines.
- Analyze model performance, identify bottlenecks, and optimize for accuracy and efficiency.
- Maintain clear documentation of experiments, model architectures, and deployment methodology.
- Stay up to date with state-of-the-art research in 3D perception and deep learning, applying new approaches where appropriate.
- US and EU projects based on advanced technologies.
- Competitive compensation based on skills and experience.
- Regular performance appraisals to support your growth.
- Flexibility in workspace, either remote or in one of our development offices.
- Comprehensive medical insurance, including dental and massages.
- Personalized learning program tailored to your interests and skill development.
- Sport reimbursement program for onsite and online activities.
- Bonuses for recommendations of new employees.
- Bonuses for article writing, public talks, and other activities.
- 20 vacation days, 10 national holidays and 5 sick leaves.
- Maternity leave policy and family days off.
- Free tech webinars and meetups organized by Svitla.
- Welcome and anniversary presents, gifts for children, and more.
- Regular corporate events and meetups.
- Awesome team, friendly and supportive community!
Key Skills
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