Project description

Looking for 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

Must have Skills:

- 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:

- English: B2 Upper Intermediate

We are passionate about transforming lives through cutting-edge technology, enriching industries, communities, and the world. Our mission is to create exceptional products that drive next-generation computing experiences, serving as the foundation for data centers, artificial intelligence, PCs, gaming, and embedded systems.

At the core of our mission lies a culture of innovation. We challenge boundaries to solve some of the world's most critical problems. We are committed to execution excellence, fostering a culture of openness, humility, collaboration, and inclusivity, valuing diverse perspectives along the way.

Responsibilities:

• Linux application programming
• Linux device driver development
• Embedded C, MMU, Cache policies
• Excellent debugging skills at Kernel and user space and exposure to different debugging tools
• Make files

Must have Skills:

5-8 years of experience

• Proficient in C and embedded systems.
• Experience in Linux driver development (PCIe/USB/Ethernet) and application development.
• PCIe driver development experience.
• DMA client/controller driver development experience.
• Hands-on experience with Configuration Management tool like Git, Perforce.
• Knowledge on PCIe, Ethernet, TCP, I2C protocols, DMA framework is a plus.
• Self-motivated and interested to constantly learn and share new findings.
• A quality mindset, ability for strategic thinking and a drive to always improve.
• Nice to have B.tech/M.Tech in CSE/IT/ECE/EEE/E&I.