PyTorch Operator - ML EngineerMercor • Lancaster, Ohio, US
PyTorch Operator - ML Engineer
Mercor • Lancaster, Ohio, US
23 hours 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 • Lancaster, Ohio, US
Related jobs
We are looking for a finance professional to join our team to train AI models.You will measure the progress of these AI chatbots, evaluate their logic, and solve problems to improve the quality of ...Show more
Rang Healthcare is seeking a travel CVOR Technologist for a travel job in Lancaster, Ohio.Job Description & Requirements.
Mon-Friday 36-40 hours a week, call is typically 2-3 times a week, weeke...Show more
CALL TO SPEAK WITH A SEATING SPECIALIST TODAY! .Western Express has immediate openings for entry level company truck drivers and driver trainers.
With our newly increased pay package, you'll earn on...Show more
Binder Implementation Engineer .Granville, OH, US, 43023-1200 .DTM marginTopNone marginBottomNone marginRightNone marginLeftMedium" style="margin-top : px.
"> .Binder Implementation Engineer....Show more
Emergency Medicine Physician .Our mission in Waverly, Ohio, is to provide “.Ready to grow your career in a place that values community and collaboration? Let’s talk.Join our close-...Show more
Vantage Data Centers powers, cools, protects and connects the technology of the world's well-known hyperscalers, cloud providers and large enterprises.
Developing and operating across North America,...Show more We are looking for a finance professional to join our team to train AI models.You will measure the progress of these AI chatbots, evaluate their logic, and solve problems to improve the quality of ...Show more 
Premier Medical Staffing Services, LLC is seeking an experienced Surgical Tech - CVOR for an exciting Travel Allied job in Lancaster, OH.
Shift : 5x8 hr days Start Date : 12 / 15 / 2025 Duration : 13 weeks...Show more Reefer trailer hauling frozen and refrigerated goods.Approximately 10% driver assist pallet jack unloads.Approximately 30% drop-and-hook freight.
Drive within IN, MI, OH and WV.Owner-operator Truck ...Show more 
Earn at least $2050 driving with Uber when you complete your first 161 trips in 30 days.Driving is an easy way to boost your income while maintaining the flexibility your schedule requires (gig, pa...Show more
About CMB CarnaudMetalbox Engineering (CMB Engineering) designs, develops, and manufactures high-performance metal forming and finishing machinery for the production of beverage, food, and aerosol ...Show more
TRS Healthcare is seeking an experienced Surgical Tech for an exciting Travel Allied job in Lancaster, OH.Shift : 3x12 hr days Start Date : 12 / 15 / 2025 Duration : 13 weeks Pay : $2050.TRS Healthcare is ...Show more
Join an award winning, physician-led health system that prides itself on an inclusive, collegial and innovative culture.Occasional practice call requirement.
no hospital calls.Basic spine procedure...Show more
Job Description Title : HDD Directional Drill Operator / Crew Leader Utility Locator Immediate Supervisor : Project Manager, Operations Manager, Owner Position : Exempt Non-Exempt Overtime Required : Ye...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
This position ensures the productivity of daily operations, working closely with management to determine recruiting / hiring needs, deadlines, and safety protocols to enforce among the crew.The Fore...Show more
Now Hiring Owner Operator CDL-A Flatbed Truck Drivers!.If you are looking for big company resources with a small company feel, you have found the right place to call home.Take your Owner Operator t...Show more
Fusion Medical Staffing-Therapy is seeking a travel Physical Therapist for a travel job in Lancaster, Ohio.Job Description & Requirements.
Travel Physical Therapist (PT).Fusion Medical Staffing ...Show more
Remote FinTech Product Analyst - AI Trainer ($50-$60 / hour)
Data Annotation • Lancaster, Ohio
Remote
Full-time +1
Last updated: 30+ days ago • Promoted
Travel CVOR Technologist
Rang Healthcare • Lancaster, OH, US
Permanent
Last updated: 8 hours ago • Promoted • New!
CDL-A Flatbed Truck Driver - $0.40 to $0.48 per mile in Carroll, OH
AllTruckJobs • Carroll, OH, US
Full-time
Last updated: 3 days ago • Promoted
Binder Implementation Engineer
Owens Corning • Granville, OH, United States
Full-time
Last updated: 1 day ago • Promoted
Emergency Medicine Physician
Sound Physicians • Richmond Dale, OH, US
Full-time
Last updated: 4 days ago • Promoted
Senior Project Engineer, NA
Vantage Data Centers • New Albany, OH, United States
Full-time
Last updated: 30+ days ago • Promoted
Remote M&A Associate - AI Trainer ($50-$60 / hour)
Data Annotation • Lancaster, Ohio
Remote
Full-time +1
Last updated: 22 days ago • Promoted
Travel Surgical Tech - CVOR - $2340 / Week
Premier Medical Staffing Services, LLC • Lancaster, OH, US
Full-time
Last updated: 13 days ago • Promoted
Refrigerated Owner Operator in Lancaster, OH
AllTruckJobs • Lancaster, OH, US
Full-time
Last updated: 30+ days ago • Promoted
Fast Pay - Earn at least $2050 in your first 161 trips, guaranteed.
Uber • Cedar Grove, OH, US
Full-time +1
Last updated: 30+ days ago • Promoted
CNC Machinist / CNC Programmer
Crown Cork & Seal USA, Inc. Careers • Lancaster, Ohio, United States
Full-time
Last updated: 2 days ago • Promoted
Travel Surgical Tech - $2050.92 / Week
TRS Healthcare • Lancaster, OH, US
Full-time
Last updated: 13 days ago • Promoted
PM&R Spine Proceduralist – Pickerington
OhioHealth • Pickerington, US
Full-time
Last updated: 28 days ago • Promoted
Drill Operator
Sunrise Telecom • Pataskala, Ohio, United States
Full-time
Last updated: 3 days ago • Promoted
Engineer
Quality Talent Group • Lancaster, Ohio, United States
Full-time
Quick Apply
Last updated: 7 days ago
Foreperson - (CDL Preferred)
Asplundh Tree Expert • Pataskala, OH, US
Full-time
Last updated: 30+ days ago
Owner Operator Flatbed CDL Driver, Regional Routes : $2,000.00 - $5,000.00 per week.
System Transport • Reynoldsburg, OH
Full-time
Last updated: 30+ days ago • Promoted
Travel Physical Therapist
Fusion Medical Staffing-Therapy • Lancaster, OH, US
Full-time
Last updated: 30+ days ago • Promoted