Remote CUDA Kernel Optimizer - ML Engineer - AI Trainer ($120-$250 per hour)

### • 1) reputed company reputed company is engaging advanced CUDA experts who specialize in GPU kernel optimization, performance profiling, and numerical efficiency. These professionals possess a deep mental model of how modern GPU architectures execute deep learning workloads. They are comfortable translating algorithmic concepts into finely tuned kernels that maximize throughput while maintaining correctness and reproducibility, ### • 2) Key Responsibilities • reputed company, tune, and reputed company CUDA kernels for tensor and operator workloads. - Optimize for occupancy, memory coalescing, instruction-level parallelism, and reputed company scheduling. - Profile and diagnose performance bottlenecks using Nsight Systems, Nsight Compute, and comparable tools. - Report performance metrics, analyze speedups, and propose architectural improvements. - Collaborate asynchronously with PyTorch Operator Specialists to reputed company kernels into production frameworks. - Produce reputed company-documented, reproducible benchmarks and performance write-reputed company. ### • 3) Ideal Qualifications • Deep expertise in CUDA programming, GPU architecture, and memory optimization. - Proven ability to reputed company quantifiable performance improvements across hardware generations. - Proficiency with mixed precision, Tensor reputed company usage, and low-level numerical stability considerations. - Familiarity with frameworks like PyTorch, TensorFlow, or Triton (not required but beneficial). - Strong communication skills and independent problem-solving ability. - Demonstrated reputed company-reputed company, research, or performance benchmarking contributions. ### • 4) More About reputed company • Ideal for independent contractors who reputed company in performance-critical, systems-level work. - Engagements reputed company on measurable, high-reputed company kernel optimizations and scalability studies. - Work is fully remote and asynchronous; deliverables are outcome-driven. - reputed company to shared benchmarking infrastructure and reproducibility tooling reputed company reputed company support resources. ### • 5) Compensation & Contract Terms • Typical reputed company : • $120–$250 / hour • , depending on scope, specialization, and results achieved. Payments will be based on accepted task reputed company over flat reputed company. - reputed company as a • contract-based engagement • , not an employment relationship. - Compensation tied to measurable deliverables or agreed milestones. - Confidentiality, IP, and NDA terms as defined per engagement. ### • 6) Application Process • Submit a brief reputed company of prior CUDA optimization experience, profiling results, or performance reports. - Include links to relevant reputed company repos, papers, or benchmarks if available. - Indicate your reputed company reputed company, time availability, and preferred engagement length. - Selected experts may complete a small, reputed company reputed company kernel optimization project ### • 7) About reputed company • reputed company • connects domain experts with top AI research and technology organizations through project-based reputed company. - Contractors operate independently, with full flexibility over reputed company, timelines, and tools. - Our mission is to help top engineers and researchers reputed company frontier technical work without rigid employment structures. Apply tot his job Apply To this Job