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Software Developer
2 months ago
The primary objective of this role is to design and implement advanced algorithms for EPITEC's wearable product. The successful candidate will be responsible for testing the effectiveness of these algorithms against established requirements. The focus of this role will be on developing and refining device models and algorithms.
Key Responsibilities
- Develop and apply cutting-edge methods, theories, and research techniques to create innovative algorithms.
- Design, implement, and test algorithms for various signal processing and conditioning tasks.
- Develop and optimize machine learning training and evaluation pipelines using clusters.
- Design efficient compute vision and machine learning algorithms for classification, detection, and image enhancement.
- Synthesize algorithm needs and designs to meet customer requirements.
- Identify, troubleshoot, and resolve issues found with software.
- Improve software performance and efficiency.
Candidate Value Proposition
The ideal candidate will gain valuable experience working with large language models and have the opportunity to collaborate with experts in state-of-the-art AR and computer systems. There is potential for publication and exposure to the latest features in smart glasses products.
Required Skills
- Strong experience with Linux operating systems.
- Proficiency in Python, PyTorch, and video processing.
- Development and deployment of machine learning training platforms.
- Familiarity with shell scripting.
- Experience with algorithm development and object-oriented programming in C# and C++ or other languages.
- Experience with machine learning toolkits and platforms.
- Minimum 5 years of experience in a related field.
Nice-to-Have Skills
- Experience in UI design and development for big data visualization.
Soft Skills
- Ability to manage projects autonomously.
Educational Requirements
- Bachelor's degree in computer science, mathematics, or a related field is preferred.
- Masters or Ph.D. in a related field is highly desirable.