Senior/Lead Machine Learning and Image Processing Specialist
Job Description
- Computer vision techniques
- Cloud platforms (ML & graphics processing)
- Software development best practices (version control, CI/CD)
- C/C++ and Python programming
- ML & image processing expertise
- Deep learning frameworks (TensorFlow, PyTorch)
- 3D graphics experience
- Leadership & team management skills
- Strong problem-solving abilities
Project description
Luxoft is seeking a highly skilled Senior Machine Learning and Image Processing Specialist to join our innovative team. This role requires extensive experience in graphics, including 3D graphics, and proficiency in NNs and ML approaches for graphics processing. The successful candidate will lead a team of developers working on cutting-edge projects.
Responsibilities
Lead the development team in designing and implementing ML algorithms for image and 3D graphics processing
Develop and optimize image processing pipelines and 3D graphics algorithms
Utilize NNs and advanced ML techniques to enhance graphics processing capabilities
Collaborate with cross-functional teams to implement ML solution
Conduct code reviews, provide technical mentorship, and ensure best practices in software development
Stay updated with the latest advancements in machine learning, neural networks, and graphics processing
Skills
Must have
Solid programming skills in C/C++ and Python
Proven expertise in ML and image processing techniques
Big experience with deep learning frameworks (e.g., TensorFlow, PyTorch).
Extensive experience with 3D graphics and related technologies
Good knowledge of mathematics and linear algebra
Strong knowledge of NNs and their application in graphics processing
Excellent leadership skills with experience in leading development teams
Strong problem-solving abilities and the capability to work collaboratively in a team environment
Proficiency in GPU Kernels and their implementation for algorithm optimization
Nice to have
Knowledge of computer vision techniques
Familiarity with cloud platforms and their services related to ML and graphics processing
Experience with software development best practices, including version control and CI/CD pipelines
Other
Languages
English: B2 Upper Intermediate
Seniority
Senior
