CUDA Kernel Optimizer - ML EngineerMercor • Brownsville, Texas, US
CUDA Kernel Optimizer - ML Engineer
Mercor • Brownsville, Texas, US
20 hours ago
Job type
- Full-time
- Remote
Job description2) Key Responsibilities Develop, tune, and benchmark CUDA kernels for tensor and operator workloads. - Optimize for occupancy, memory coalescing, instruction-level parallelism, and warp 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 integrate kernels into production frameworks. - Produce well-documented, reproducible benchmarks and performance write-ups. ### 3) Ideal Qualifications Deep expertise in CUDA programming, GPU architecture, and memory optimization. - Proven ability to achieve quantifiable performance improvements across hardware generations. - Proficiency with mixed precision, Tensor Core 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 open-source, research, or performance benchmarking contributions. ### 4) More About the Opportunity Ideal for independent contractors who thrive in performance-critical, systems-level work. - Engagements focus on measurable, high-impact kernel optimizations and scalability studies. - Work is fully remote and asynchronous; deliverables are outcome-driven. - Access to shared benchmarking infrastructure and reproducibility tooling via Mercor support resources. ### 5) Compensation & Contract Terms Typical range : $120–$250 / hour , depending on scope, specialization, and results achieved. Payments will be based on accepted task output over flat hourly. - Structured 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 overview of prior CUDA optimization experience, profiling results, or performance reports. - Include links to relevant GitHub repos, papers, or benchmarks if available. - Indicate your hourly rate, time availability, and preferred engagement length. - Selected experts may complete a small, paid pilot kernel optimization project ### 7) About Mercor Mercor connects domain experts with top AI research and technology organizations through project-based contracts. - Contractors operate independently, with full flexibility over methods, timelines, and tools. - Our mission is to help top engineers and researchers access frontier technical work without rigid employment structures.
###
- 1) Role Overview
Mercor 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, ###
Create a job alert for this search
Ml Engineer • Brownsville, Texas, US
Related jobs
VALLEY REGIONAL MEDICAL CENTER -Brownsville.We at Bestica believe our success is a direct result of hard work and outstanding employee dedication.
Our environment is dynamic, friendly, and collabora...Show more
This position may qualify for a sign-on bonus.The Surgical Technologist demonstrates basic knowledge and skills in the scrub role, necessary to provide assistance during surgical procedures perform...Show more
Internal Medicine physician employment in Texas : The Inline Group -.Hours : Monday - Friday 8 am - 5 pm.Average Patients seen : Average patient census is 10-12.
Compensation : Annual earning potentia...Show more
Job Description & Requirements.StartDate : ASAP Pay Rate : $266.This facility is seeking an Emergency Medicine Physician for locum tenens support as they look to fill a current need.Details & req...Show more
Do you want to join an organization that invests in you as a(an) MRI Technologist? At Valley Regional Medical Center, you come first.
HCA Healthcare has committed up to $300 million in programs to s...Show more
Earn up to $15 / hour + performance bonuses.Outlier, a platform owned and operated by Scale AI, is looking for.If you're passionate about improving models and excited by the future of AI, this is you...Show more
Product Design Engineer, you will.New Product Introduction (NPI) through the sustainment (mature production) phases of the Product Life Cycle.
Reporting directly to the Manager, Product Development,...Show more
Emergency Medicine physician employment in Texas : .Locums Brownsville, Texas, Emergency Medicine Opening.RecruitWell is seeking Emergency Medicine physicians for a locum tenens opportunity in Brow...Show more
SpaceX was founded under the belief that a future where humanity is out exploring the stars is fundamentally more exciting than one where we are not.
Today SpaceX is actively developing the technolo...Show more
Call Center Agent – Veterans Evaluation Services (VES) Team Work Arrangement : Remote Training Start Date : Mid-December 2025 Midtown is currently hiring Call Center Agents to join our Veterans Evalu...Show more
BROWNSVILLE, TX area is offering challenging and exciting career opportunities for a Field Engineer / Survey Instrument Man.
We are seeking qualified candidates that are detail-oriented and experien...Show more
Our client is a leading force in advancing safer, smarter AI technology.Their work has been featured in.They've built a global community of expert contributors and have already paid out more th...Show more Earn up to $15 / hour + performance bonuses.Outlier, a platform owned and operated by Scale AI, is looking for.If you're passionate about improving models and excited by the future of AI, this is you...Show more Our client is a leading force in advancing safer, smarter AI technology.Their work has been featured in.They’ve built a global community of expert contributors and have already paid out more ...Show more VALLEY REGIONAL MEDICAL CENTER -Brownsville.We at Bestica believe our success is a direct result of hard work and outstanding employee dedication.
Our environment is dynamic, friendly, and collabora...Show more BROWNSVILLE, TX area is offering challenging and exciting career opportunities for a Field Engineer / Survey Party Chief.
We are seeking qualified candidates that are detail-oriented and experienced...Show more Earn up to $15 / hour + performance bonuses.Outlier, a platform owned and operated by Scale AI, is looking for.If you're passionate about improving models and excited by the future of AI, this is you...Show more Earn up to $15 / hour + performance bonuses.Outlier, a platform owned and operated by Scale AI, is looking for.If you're passionate about improving models and excited by the future of AI, this is you...Show more
RN - Med Surg
VALLEY REGIONAL MEDICAL CENTER -Brownsville • Brownsville, TX, United States
Full-time
Last updated: 4 days ago • Promoted
Certified Surgical Tech Full Time Days
Valley Baptist Medical Center - Brownsville • BROWNSVILLE, Texas, United States
Full-time
Last updated: 30+ days ago • Promoted
Internal Medicine
The Inline Group • Brownsville, Texas, US
Full-time
Last updated: 30+ days ago • Promoted
Emergency Medicine Physician
AMN Healthcare • BROWNSVILLE, US
Full-time
Last updated: 30+ days ago • Promoted
MRI Technologist
Valley Regional Medical Center • Brownsville, TX, United States
Full-time +1
Last updated: 30+ days ago • Promoted
Remote Text Quality Evaluator
Outlier • Brownsville, TX, United States
Remote
Full-time
Last updated: 1 day ago • Promoted
Product Design Engineer
Ohmite • Brownsville, Texas, United States
Full-time
Last updated: 1 day ago • Promoted
Emergency Medicine
RecruitWell • Brownsville, Texas, US
Full-time
Last updated: 26 days ago • Promoted
Software Engineer (Thermal & Fluid Analysis)
SpaceX • Brownsville, TX, United States
Permanent
Last updated: 2 days ago • Promoted
Call Center Agent, Veterans Evaluation Services (VES)
Midtown Personnel • Brownsville, TX, US
Full-time
Last updated: 13 hours ago • Promoted • New!
Field Engineer / Survey Instrument Man
BO-MAC CONTRACTORS LTD. • Brownsville, Texas, United States
Full-time
Last updated: 1 day ago • Promoted
Coder
Quality Talent Group • Brownsville, Texas, United States
Full-time
Quick Apply
Last updated: 8 days ago
Remote Content QA Reviewer
Outlier • Brownsville, TX, United States
Remote
Full-time
Last updated: 1 day ago • Promoted
Engineer
Quality Talent Group • Brownsville, Texas, United States
Full-time
Quick Apply
Last updated: 7 days ago
Tech - Cath Lab Tech
VALLEY REGIONAL MEDICAL CENTER -Brownsville • Brownsville, TX, United States
Full-time
Last updated: 17 days ago • Promoted
Field Engineer / Survey Party Chief
BO-MAC CONTRACTORS LTD. • Brownsville, Texas, United States
Full-time
Last updated: 1 day ago • Promoted
Work From Home -Remote Text Quality Evaluator
Outlier • Brownsville, TX, United States
Remote
Full-time
Last updated: 1 day ago • Promoted
Remote AI Writing Evaluator
Outlier • Brownsville, TX, United States
Remote
Full-time
Last updated: 1 day ago • Promoted