Senior/Lead Machine Learning and Image Processing Specialist

Senior/Lead Machine Learning and Image Processing Specialist

Company: Luxoft Italy

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

1. Lead the development team in designing and implementing ML algorithms for image and 3D graphics processing.
2. Develop and optimize image processing pipelines and 3D graphics algorithms.
3. Utilize NNs and advanced ML techniques to enhance graphics processing capabilities.
4. Collaborate with cross-functional teams to implement ML solutions.
5. Conduct code reviews, provide technical mentorship, and ensure best practices in software development.
6. Stay updated with the latest advancements in machine learning, neural networks, and graphics processing.

Skills

Must have

1. Solid programming skills in C/C++ and Python.
2. Proven expertise in ML and image processing techniques.
3. Big experience with deep learning frameworks (e.g., TensorFlow, PyTorch).
4. Extensive experience with 3D graphics and related technologies.
5. Good knowledge of mathematics and linear algebra.
6. Strong knowledge of NNs and their application in graphics processing.
7. Excellent leadership skills with experience in leading development teams.
8. Strong problem-solving abilities and the capability to work collaboratively in a team environment.
9. Proficiency in GPU Kernels and their implementation for algorithm optimization.

Nice to have

1. Knowledge of computer vision techniques.
2. Familiarity with cloud platforms and their services related to ML and graphics processing.
3. Experience with software development best practices, including version control and CI/CD pipelines.