PyTorch Operator - ML EngineerMercor • Columbia, South Carolina, US
No longer accepting applications
PyTorch Operator - ML Engineer
Mercor • Columbia, South Carolina, US
1 day ago
Job type
- Full-time
- Remote
Job description2) Key Responsibilities Design and implement new PyTorch operators and tensor functions in C++ / ATen. - Build and validate Python bindings with correct gradient propagation and test coverage. - Create “golden” reference implementations in eager mode for correctness validation. - Collaborate asynchronously with CUDA or systems engineers who handle low-level kernel optimization. - Profile, benchmark, and report performance trends at the operator and graph level. - Document assumptions, APIs, and performance metrics for reproducibility. ### 3) Ideal Qualifications Deep understanding of PyTorch internals (TensorIterator, dispatcher, autograd engine). - Strong background in C++17+ and template metaprogramming within PyTorch’s ecosystem. - Experience authoring or extending PyTorch custom ops or backends. - Working knowledge of performance profiling tools and GPU / CPU interplay. - Strong written communication and ability to deliver well-documented, self-contained modules. - Prior open-source contributions to PyTorch, TorchInductor, Triton, or related projects are a plus. ### 4) More About the Opportunity Ideal for contractors who enjoy building clean, high-performance abstractions in deep learning frameworks. - Work is asynchronous, flexible, and outcome-oriented. - Collaborate with CUDA optimization specialists to integrate and validate kernels. - Projects may involve primitives used in state-of-the-art AI models and benchmarks. ### 5) Compensation & Contract Terms Typical range : $100–$200 / hour , depending on experience and project scope. - Structured as an independent contractor engagement , not employment. - Payments for services rendered on a milestone or weekly invoice cadence. - Confidentiality and IP assignment agreements may apply. ### 6) Application Process Share a concise summary of your experience with PyTorch internals and systems-level programming. - Include links to open-source work, GitHub PRs, or sample operator implementations. - Provide hourly rate, availability, and relevant technical background. - Selected experts may complete a short, paid pilot module to demonstrate fit. ### 7) About Mercor Mercor connects top-tier independent professionals with leading AI labs and research organizations. - Contractors retain full control over their work, schedule, and deliverables. - Our engagements focus on high-skill, high-autonomy technical work across AI systems and optimization
###
- 1) Role Overview
Mercor is seeking experienced PyTorch experts who excel in extending and customizing the framework at the operator level. Ideal contributors are those who deeply understand PyTorch’s dispatch system, ATen, autograd mechanics, and C++ extension interfaces. These contractors bridge research concepts and high-performance implementation, producing clear, maintainable operator definitions that integrate seamlessly into existing codebases. ###
Create a job alert for this search
Ml Engineer • Columbia, South Carolina, US
Related jobs
NLP LLM Operations Architect & AWS Engineer.Location : Remote, United States.At Norstella, our mission is simple : to help our clients bring life-saving therapies to market quicker-and help patients ...Show more
Ready to be pushed beyond what you think you’re capable of?.At Coinbase, our mission is to increase economic freedom in the world.
It’s a massive, ambitious opportunity that demands the best of us, ...Show more
Meta), formerly known as Facebook Inc.When Facebook launched in 2004, it changed the way people connect.Apps and services like Messenger, Instagram, and WhatsApp further empowered billions around t...Show more
Job Description & Requirements.StartDate : ASAP Available Shifts : Regular Pay Rate : $266.This facility is seeking an Emergency Medicine Physician locum tenens support as they look to fill a curr...Show more
Responsible for providing direct and indirect nursing care to assigned patients.Works under the direct and indirect supervision of the Nurse Manager or designee but is independent in the applicatio...Show more
This role is part of a specialized consulting team focused on providing advanced solution development and in-depth product knowledge to advance Oracle Health's strategic priorities.As a Lead Consul...Show more
At EMBA ZHS, we’re building long-term partnerships with serious Owner-Operators who want more control, more transparency, and more profit.
No Forced Dispatch – Run your way.No Hidden Fees – Total tr...Show more
The Lead Developer will design, build, and oversee development of modern data interfaces between the Medicaid system and enterprise system modules.
This role is hands-on while also providing technic...Show more Responsible for providing direct and indirect nursing care to assigned patients.Works under the direct and indirect supervision of the Nurse Manager or designee but is independent in the applicatio...Show more 
Earn at least $1535 driving with Uber when you complete your first 127 trips in 30 days.Driving is an easy way to boost your income while maintaining the flexibility your schedule requires (gig, pa...Show more At EMBA ZHS, we’re building long-term partnerships with serious Owner-Operators who want more control, more transparency, and more profit.
No Forced Dispatch – Run your way.No Hidden Fees – Total tr...Show more Role Overview • • Mercor is seeking experienced PyTorch experts who excel in extending and customizing the framework at the operator level.
Ideal contributors are those who deeply understand PyTorch’s...Show more We’re actively onboarding high-caliber Owner-Operators ready to scale their business — whether you’re running under your own authority or looking to lease on under a carrier that actually knows wha...Show more We’re actively onboarding high-caliber Owner-Operators ready to scale their business — whether you’re running under your own authority or looking to lease on under a carrier that actually knows wha...Show more Earn at least $1535 driving with Uber when you complete your first 127 trips in 30 days.Driving is an easy way to boost your income while maintaining the flexibility your schedule requires (gig, pa...Show more Load distance-based revenue : Choose from a variety of loads and lane options, often from dedicated port customers, that offer consistent revenue.
Haul containers that are drop-and-hook at no charge ...Show more 
Core Job Details Job ID : 8378 Job Title : Cobol Developer (Microfocus, Cobol,.Oracle, SQL) Client : State of South Carolina-SCDMV Job Description : SCDMV employs a multi-tiered architecture in its cor...Show more 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 o...Show more
NLP LLM Operations Architect & AWS Engineer
Norstella • Columbia, SC, United States
Full-time
Last updated: 30+ days ago • Promoted
Software Engineer, Machine Learning Platform Engineer
Coinbase • Columbia, SC, United States
Full-time
Last updated: 30+ days ago • Promoted
Software Engineer (Machine Learning)
META • Columbia, SC, United States
Full-time
Last updated: 30+ days ago • Promoted
Emergency Medicine Physician
AMN Healthcare • Winnsboro, US
Full-time
Last updated: 9 days ago • Promoted
RN Orthopedics
Prisma Health • Blythewood, SC, US
Full-time +1
Last updated: 1 day ago • Promoted
Lead Consulting Developer- Python, AI / ML, Distributed System, Microservices
Oracle • Columbia, SC, United States
Full-time
Last updated: 4 days ago • Promoted
CDL-A Drop and Hook Team Owner Operator in Maryland
AllTruckJobs • Columbia, US
Full-time
Last updated: 24 days ago • Promoted
Lead Developer
HTC Global Services Inc • Columbia, SC, US
Full-time
Last updated: 9 hours ago • Promoted • New!
RN - Orthopedics
Prisma Health • Blythewood, SC, US
Full-time +1
Last updated: 1 day ago • Promoted
Earn At Least $1535 For Your First 127 Trips, Guaranteed.
Uber • Swansea, SC, US
Full-time +1
Last updated: 30+ days ago • Promoted
CDL-A Refrigerated Team Owner Operator in Maryland
AllTruckJobs • Columbia, US
Full-time
Last updated: 24 days ago • Promoted
Remote PyTorch Operator - ML Engineer - AI Trainer ($100-$160 per hour)
Mercor • Columbia, South Carolina, US
Remote
Full-time
Last updated: 17 hours ago • Promoted • New!
CDL-A Flatbed Team Owner Operator in Maryland
AllTruckJobs • Columbia, US
Full-time
Last updated: 11 days ago • Promoted
CDL-A Car Hauler Team Owner Operator in Maryland
AllTruckJobs • Columbia, US
Full-time
Last updated: 11 days ago • Promoted
Quick Earnings : Earn At Least $1535 For Your First 127 Trips, Guaranteed.
Uber • Neeses, SC, US
Full-time +1
Last updated: 30+ days ago • Promoted
Intermodal Owner Operator in Winnsboro, SC
AllTruckJobs • Winnsboro, SC, US
Full-time
Last updated: 30+ days ago • Promoted
Cobol Developer (Microfocus, Cobol,.Net. Oracle, SQL)
Excelraise • Blythewood, SC, US
Full-time
Last updated: 20 days ago • Promoted
Remote CUDA Kernel Optimizer - ML Engineer - AI Trainer ($120-$250 per hour)
Mercor • Columbia, South Carolina, US
Remote
Full-time
Last updated: 17 hours ago • Promoted • New!