GPU Performance Optimization Specialist
2 weeks ago
Oxford Nanopore Technologies is a leading biotechnology company that is revolutionizing the field of genomics and diagnostics. We are seeking a highly skilled and innovative individual to join our team as a GPU Performance Optimization Specialist.
Key Responsibilities- Collaborate with our development team and experienced engineers to optimize machine learning inference algorithms for high-performance execution on GPUs.
- Implement, benchmark, and refine high-performance computing solutions using CUDA, OpenCL, Metal, and other GPU programming frameworks.
- Analyze and optimize the performance of existing codebases, identifying bottlenecks and implementing solutions to improve efficiency.
- Focus on optimizing the performance of bioinformatics tools, such as alignment and variant calling.
- Work closely with software engineers, data scientists, and researchers to integrate performance improvements into our machine learning pipeline.
- Stay up-to-date with the latest developments in GPU programming and high-performance computing, and apply this knowledge to enhance our software.
- Document and communicate optimization strategies and results to both technical and non-technical stakeholders.
- Extensive experience with GPU programming and high-performance computing using CUDA, OpenCL, Metal, or similar technologies.
- Proven track record of optimizing code for performance and efficiency on GPU architectures.
- Strong programming skills in C/C++, Python, and other relevant languages.
- Familiarity with machine learning frameworks such as TensorFlow, PyTorch, or similar is a plus.
- Ability to work independently and collaboratively within a team environment.
- Excellent problem-solving skills and attention to detail.
- Good communication and interpersonal skills with the ability to explain complex technical concepts to a diverse audience.
- A degree in computer science, engineering, mathematics, physics, or a related field, or equivalent experience.
- Experience with optimizing machine learning inference for bioinformatics or related applications.
- Knowledge of low-level programming and performance profiling tools.
- Experience with open-source software development and contribution.
- Bioinformatics experience is a plus.
Oxford Nanopore Technologies is committed to pushing the boundaries of what is possible with single-molecule sensing platforms. By joining our team, you will have the opportunity to work on cutting-edge technology that has the potential to revolutionize fields such as genomics, diagnostics, and more. We offer a dynamic and collaborative work environment where innovation and creativity are encouraged.
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GPU Performance Optimization Specialist
2 days ago
Oxford, Oxfordshire, United Kingdom Oxford Nanopore Technologies Full timeAbout the RoleOxford Nanopore Technologies is a leading biotechnology company that specializes in the development of innovative sequencing platforms. Our mission is to enable the analysis of any living thing, by anyone, anywhere.We are seeking a highly skilled and innovative individual to join our team as a GPU Performance Optimization Specialist. In this...
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GPU Performance Optimization Specialist
2 days ago
Oxford, Oxfordshire, United Kingdom Oxford Nanopore Technologies Full timeAbout the RoleOxford Nanopore Technologies is a leading biotechnology company that specializes in the development of innovative sequencing platforms. Our mission is to enable the analysis of any living thing, by anyone, anywhere.We are seeking a highly skilled and innovative individual to join our team as a GPU Performance Optimization Specialist. In this...
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