
Senior Technical Lead
1 day ago
Job Summary:
We are seeking a highly skilled Principal Engineer to lead the design and implementation of ground-breaking GPU computers for demanding deep learning, high-performance computing, and computationally intensive workloads.
- Provide leadership in designing and implementing GPU computers that accelerate deep learning models.
- Identify architectural changes and/or new approaches for accelerating deep learning models.
- Help with strategic challenges, including compute, networking, and storage design for large scale, high-performance workloads.
- Evolving our private/public cloud strategy, capacity modeling, and growth planning across our products and services.
- Convert business needs associated with AI-ML algorithms into product goals covering workload scenarios, end user expectations, compute infrastructure, and time of execution.
- Benchmark and optimize Computer Vision Algorithms and Hardware Accelerators for performance and quality KPIs.
- Optimize algorithms for optimal performance on the GPU tensor cores.
- Collaborate with various teams to drive an end-to-end workflow from data curation and training to performance optimization and deployment.
- Assign tasks to the team and monitor progress.
Required Skills and Qualifications:
To be successful as a Principal Engineer, you should have:
- MS or PhD in Computer Science, Electrical Engineering, or related field.
- Strong background in deployment of complex deep learning architectures.
- 7+ years of relevant experience in machine learning, numerical analysis, performance analysis, model compression, and computer architecture.
- Excellent C/C++ programming skills.
- Hands-on expertise with PyTorch, TensorRT, CuDNN.
- Experience with GPU computing (CUDA, OpenCL, OpenACC) and HPC (MPI, OpenMP).
- In-depth understanding of container technologies like Docker, Singularity, Shifter, Charliecloud.
- Proficient in Python programming and bash scripting.
- Proficient in Windows, Ubuntu, and Centos operating systems.
- Excellent communication and collaboration skills.
- Self-motivated and able to find creative practical solutions to problems.
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