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Algorithm Developer
2 months ago
Location: Onsite
Duration: 12 Months
Main Responsibilities:
The primary function of an Algorithm Developer is to design and implement compute vision and machine learning algorithms. The successful candidate will be able to test the effectiveness of routines against requirements. The focus of this role will be on device model and algorithm development.
Key Responsibilities:
- Develop and apply advanced methods, theories, and research techniques of algorithms
- Designs, implements, and tests algorithms for a variety of signal processing and conditioning tasks
- Develop distribution Client training and evaluation pipeline w/ clusters
- Design efficient compute vision and machine learning algorithms for classification, detection and image enhancement
- Synthesize algorithm needs and designs for customer requirements
- Identify, troubleshoot, and resolve issues found with software
- Improve software performance
Requirements:
- Strong Linux experience
- Python, PyTorch, and video processing is required
- Development and deployment of machine learning training platforms experience
- Familiarity with shell script
- Experience with algorithm development
- Experience with object-oriented programming in C# and C++ or other languages
- Experience with machine learning toolkits and platforms
Preferred Skills:
- Experience in UI design and development for big data visualization
Educational Requirements:
- Bachelor's degree in computer science, mathematics, or related field preferred
- Masters or PhD