Senior Software Engineer - C++, AI/ML
PolandFull-TimeSenior
Salary not disclosed
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Job Details
- Languages
- English
- Experience
- 3+ years
- Required Skills
- Artificial IntelligenceMachine LearningC++Debugging
Requirements
- 3+ years of experience in relevant roles involving low-level programming and optimization
- Proficiency in C/C++ and low-level programming with a focus on kernel optimization
- Background in kernel development, including the implementation of efficient kernels and libraries for machine learning and HPC
- Expertise in low-level optimization techniques, specifically in tensor compute and data movement
- Experience with performance profiling, debugging tools, and strategies for software optimization
- Proven skills in kernel-level software testing, debugging, and development, ensuring efficiency and stability
- Understanding of machine learning pipelines and collaboration between software engineers and data scientists
- Strong problem-solving skills and the ability to resolve bottlenecks in performance-critical environments
- B2 level of English or higher, with an emphasis on technical communication skills
Responsibilities
- Develop and optimize low-level workloads and kernels to enhance the performance of software for machine learning applications
- Implement tensor compute and tensor data movement optimization kernels
- Design, develop, and maintain kernel-level software components for the client’s machine learning and HPC applications
- Perform in-depth analysis and optimization of low-level code, focusing on improving tensor optimization and efficiency
- Collaborate with machine learning engineers to integrate optimized kernels and routines into frameworks and pipelines
- Identify performance bottlenecks through profiling and apply strategies to resolve inefficiencies
- Conduct comprehensive testing, unit test development, and debugging to ensure the stability and reliability of kernel-level code
- Communicate and problem-solve effectively to analyze and debug complex software issues
- Leverage industry tools for performance profiling and optimization
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