We are seeking an experienced Accelerator Kernel Key Developer to join our dedicated team.
In this role, the successful candidate will work on designing and optimizing kernel-level components critical to the performance and efficiency of next-generation AI applications. This position is ideal for someone passionate about hardware acceleration, high-performance computing (HPC), and machine learning integration.
The remote option applies only to the Candidates who will be working from any location in Ukraine.

#LI-DNI

Responsibilities

• Design, develop, and maintain sophisticated kernel-level software components
• Develop and refine kernels and kernel libraries targeted for efficient machine learning applications
• Implement optimizations for tensor compute and tensor data movement
• Emphasize heavy optimizations on low-level routines, especially focusing on tensor optimizations
• Collaborate with machine learning engineers to ensure seamless integration of optimized kernels into various ML frameworks
• Conduct thorough performance profiling, identify bottlenecks, and devise strategies to address them effectively
• Write, test, and debug comprehensive unit tests to ensure the robustness of kernel-level code
• Maintain high-performance standards while constantly seeking opportunities for improvement

• A minimum of 3 years of experience in kernel development
• Expertise in C/C++
• Proficiency in developing and optimizing kernels for machine learning and high-performance computing applications
• Strong background in low-level code analysis and optimization
• Capability to collaborate with cross-functional teams to integrate optimized kernels into broader applications
• Competency in performance profiling, debugging, and resolving complex issues with optimized code
• Skills in performance optimization tools

• Familiarity with machine learning frameworks and concepts
• Understanding of operating system internals
• Experience with GPU programming (CUDA, OpenCL)

• Work on a flexible schedule remotely or from any of our comfortable offices or coworking spaces in Ukraine
• Receive the necessary equipment to perform your work tasks
• Change projects and technology stacks within EPAM
• Gain experience in various business domains (Insurance, E-commerce, Healthcare, Finance, Travelling, Media, Artificial Intelligence, and more)
• Consider relocation options in over 30 countries worldwide
• Participate in volunteer, charity programs and communities (both technical and interest-based)
• You can plan your individual career path together with your manager
• Receive regular feedback from colleagues
• Improve your English for free with certified teachers (Speaking Clubs, client interview preparation courses, etc.)
• Get the opportunity to undergo free training and certification in AWS, GCP, or Azure Clouds
• Use the internal E-learn training program (18,200+ specialized training and mentoring programs)
• Access corporate accounts on LinkedIn Learning, Get Abstract and other partner resources
• Study at EPAM Solution Architecture School with the instructors who are practicing architects
• Develop as a leader, join Delivery Management, Resource Management, Leadership Essentials school and more
• Participate in internal communities (500+ meetups, technical discussions, brainstorming sessions, online events and conferences annually)
• Vacation and sick leave (including a sick leave without a medical certificate)
• A wide range of Voluntary Medical Insurance programs providing both medical treatment and various preventive options (including sports activities)
• Medical insurance for family members at corporate rates
• Company support during significant life events (childbirth or adoption, marriage, etc.)
• Support for psychological comfort: discounts on services from mental health specialists or coaches, thematic training
• E-kids program - a free programming language training program for EPAMers' children