PyTorch Operator - ML EngineerMercor • San Antonio, Texas, US
No longer accepting applications
PyTorch Operator - ML Engineer
Mercor • San Antonio, Texas, 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 • San Antonio, Texas, US
Related jobs
Circular Services is the largest privately held recycling and organics service provider in the U.It operates over 25 facilities serving major long-term municipal and commercial contracts.The missio...Show more
Must have reliable transportation.Must be willing to learn and be trained in all areas of warehouse.Prepare machines to start a production cycle٫ performing calibration٫ cleaning and other ac...Show more
Load distance-based revenue : Choose from a variety of loads and lane options that offer consistent revenue.Haul containers that are drop-and-hook at no charge while operating under Schneider’s auth...Show more
We are seeking an experienced Interface Software Engineer with a strong background in laboratory informatics and healthcare data systems.
The ideal candidate will have hands-on experience designing,...Show more Load distance-based revenue : Choose from a variety of loads and lane options that offer consistent revenue.Haul containers that are drop-and-hook at no charge while operating under Schneider’s auth...Show more Load distance-based revenue : Choose from a variety of loads and lane options that offer consistent revenue.Haul containers that are drop-and-hook at no charge while operating under Schneider’s auth...Show more 
Argo Group International Holdings, Inc.American National, US based specialty P&C companies, (together known as BP&C, Inc.
Brookfield Wealth Solutions, Ltd.BWS"), a New York and Toronto-listed public...Show more Load distance-based revenue : Choose from a variety of loads and lane options that offer consistent revenue.Haul containers that are drop-and-hook at no charge while operating under Schneider’s auth...Show more 
This job is with JLL, an inclusive employer and a member of myGwork – the largest global platform for the LGBTQ+ business community.
Please do not contact the recruiter directly.JLL empowers you to ...Show more Load distance-based revenue : Choose from a variety of loads and lane options that offer consistent revenue.Haul containers that are drop-and-hook at no charge while operating under Schneider’s auth...Show more 
Our customer, the Defense Information Systems Agency (DISA), provides, operates, and assures command and control of the Defense Information System Network (DISN) services to its customers, the depa...Show more
We are seeking an experienced Interface Software Engineer with a strong background in laboratory informatics and healthcare data systems.
The ideal candidate will have hands-on experience designing,...Show more
Sterling Foods is NOW HIRING Machine Operators at our centrally located food bakery plant.Must pass background check and drug test.
Stable full-time employment with choice of two shifts.Overtime pay...Show more
Long term 12 month contract opening with option to hire.Onsite everyday M-F in San Antonio, TX.We are seeking a highly skilled.
This role is ideal for a seasoned engineer who thrives in leading tech...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 
Location : San Antonio, TX (Onsite).Understand the Process Mining solution offered by Celonis and its existing capabilities Extract and create the Transformations on the Client data.Build customize ...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
Our customer, the Defense Information Systems Agency (DISA), provides, operates, and assures command and control of the Defense Information System Network (DISN) services to its customers, the depa...Show more
Scale Operator
Balcones Recycling • San Antonio, TX, US
Full-time
Last updated: 1 day ago • Promoted
Machine Operator
VIP Staffing • San Antonio, Texas, United States
Full-time
Quick Apply
Last updated: 30+ days ago
Intermodal Owner Operator in Dallas, TX
AllTruckJobs • San Antonio, US
Full-time
Last updated: 30+ days ago • Promoted
LIMS Engineer
Certified Group • San Antonio, TX, United States
Full-time
Last updated: 11 hours ago • Promoted • New!
Intermodal Owner Operator in Plano, TX
AllTruckJobs • San Antonio, US
Full-time
Last updated: 30+ days ago • Promoted
Intermodal Owner Operator in Arlington, TX
AllTruckJobs • San Antonio, US
Full-time
Last updated: 30+ days ago • Promoted
Sr. Programmer Analyst II
Argonaut Management Services, Inc • San Antonio, TX, United States
Full-time
Last updated: 16 days ago • Promoted
Intermodal Owner Operator in Fort Worth, TX
AllTruckJobs • San Antonio, US
Full-time
Last updated: 30+ days ago • Promoted
Operating Engineer
JLL • San Antonio, Texas, United States
Full-time
Last updated: 2 days ago • Promoted
Intermodal Owner Operator in Wilmer, TX
AllTruckJobs • San Antonio, US
Full-time
Last updated: 30+ days ago • Promoted
Enterprise Voice Engineer II
Leidos • San Antonio, TX, US
Full-time
Last updated: 30+ days ago • Promoted
LIMS Engineer
Food Safety Net Services • San Antonio, TX, United States
Full-time
Last updated: 5 hours ago • Promoted • New!
Machine Operator
Sterling Foods • San Antonio, TX, USA
Full-time
Quick Apply
Last updated: 30+ days ago
Python Architect
Staffing Technologies • San Antonio, TX, United States
Temporary
Last updated: 1 day ago • Promoted
CDL-A Car Hauler Team Owner Operator in Texas
AllTruckJobs • San Antonio, US
Full-time
Last updated: 10 days ago • Promoted
Celonis Developer
Syntricate Technologies • San Antonio, TX, United States
Full-time
Last updated: 30+ days ago • Promoted
Engineer
Quality Talent Group • San Antonio, Texas, United States
Full-time
Quick Apply
Last updated: 8 days ago
Enterprise Voice Engineer II
Leidos Inc • San Antonio, TX, United States
Full-time
Last updated: 30+ days ago • Promoted