PyTorch Operator - ML EngineerMercor • Peachtree Corners, Georgia, US
PyTorch Operator - ML Engineer
Mercor • Peachtree Corners, Georgia, 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 • Peachtree Corners, Georgia, US
Related jobs
The Machine Learning Operations (MLOps) Engineer will support our AI / ML initiatives by streamlining the deployment, monitoring, and scaling of machine learning models in production environments.The...Show more
At Scribd (pronounced “scribbed”), our mission is to spark human curiosity.Join our team as we create a world of stories and knowledge, democratize the exchange of ideas and information, and empowe...Show more
Artificial Intelligence Engineer.NorthPoint Search Group Atlanta Metropolitan Area (Hybrid).AI / Machine Learning Engineer - Atlanta - Hybrid.
Fortune 2000 company seeks an experienced.You’ll work a...Show more
LOCATION : Midtown Atlanta, GA (4 days per week onsite).ANTICIPATED DURATION : 12+ Month W2 Contract.AI / ML Engineer Responsibilities : .
Design and build modular, reusable AI components that can be scal...Show more
At T-Mobile, we invest in YOU! Our Total Rewards Package ensures that employees get the same big love we give our customers.
All team members receive a competitive base salary and compensation pack...Show more
Sr AI-ML Engineer – Remote.Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives.
The work you do with our team will directly i...Show more
This role is open to US Citizens, Green Card holders, GC-EAD only.Adidev is looking for an adept Machine Learning Engineer to take the helm in deploying advanced machine learning models, with a spe...Show more
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
Machine Learning Engineer – Portfolio Value Creation As a Contract Machine Learning Engineer within Value Driven Solutions' Agentic AI Practice, you will lead the design, development, and dep...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
AI / ML Developer Location : Alpharetta, GA (Onsite) Job Type : Contract Job...Show more
Join the Java Platform group at Oracle, where passionate and highly motivated software engineers come together to drive world-class development.
Our team delivers core aspects of the Java platform, ...Show more
Credit Acceptance is proud to be an award-winning company with local and national workplace recognition in multiple categories! Our world-class culture is shaped by dedicated Team Members who share...Show more
Our roster has an opening with your name on it.In this role, you’ll work closely with data scientists, engineers, and product managers to bring models from experimentation to production and ensure ...Show more
We have an opportunity to impact your career and provide an adventure where you can push the limits of what's possible.As a Lead Software Engineer - React & Python Developer at JPMorgan Chase withi...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
Join a dynamic engineering team supporting a.A chance to contribute to impactful, high-visibility federal projects.A 2-month starting contract, with extension options for engineers willing to trave...Show more
Analytical thinking, Innovation and Collaboration.Experience with AWS cloud infrastructure, orchestration, and automation.
Experience with AWS, Lambda, AWS networking and AWS services.Coding skills ...Show more
ML Operations Engineer
NEXTGEN Healthcare • Atlanta, GA, United States
Full-time
Last updated: 30+ days ago • Promoted
Senior Machine Learning Engineer (Recommendations)
Scribd • Atlanta, Georgia, United States
Full-time
Last updated: 30+ days ago • Promoted
AI / Machine Learning Engineer
Northpoint Search Group • Atlanta, Georgia, United States
Full-time
Last updated: 25 days ago • Promoted
AI / ML Engineer (Atlanta)
Synergis • Atlanta, GA, US
Full-time +1
Last updated: less than 1 hour ago • Promoted • New!
Principal Engineer, Telecom Billing Software
T-Mobile USA, Inc. • Atlanta, GA, United States
Full-time +1
Last updated: 12 days ago • Promoted
Sr AI-ML Engineer – Remote
UnitedHealth Group • Atlanta, Georgia, US
Remote
Full-time
Last updated: 9 days ago • Promoted
ML / AI Engineer
Adidev Technologies • Alpharetta, Georgia, United States
Remote
Full-time
Last updated: 30+ days ago • Promoted
NLP LLM Operations Architect & AWS Engineer
Norstella • Atlanta, GA, United States
Full-time
Last updated: 4 days ago • Promoted
Machine Learning Engineer – Portfolio Value Creation
VDS Consulting Group • Atlanta, GA, US
Permanent
Quick Apply
Last updated: 4 days ago
Software Engineer, Machine Learning Platform Engineer
Coinbase • Atlanta, GA, United States
Full-time
Last updated: 30+ days ago • Promoted
Sr. AI / ML Developer (Onsite)
Cleo Consulting • Alpharetta, GA, United States
Full-time
Quick Apply
Last updated: 1 day ago
Principal Java AI / Ml Software Engineer (Tooling / Library / JVM)
Oracle Defunct • Atlanta, GA, United States
Full-time
Last updated: 3 days ago • Promoted
Machine Learning Engineer, Senior Manager
Credit Acceptance Corporation • Atlanta, Georgia, United States
Full-time
Last updated: 1 day ago • Promoted
Machine Learning Engineer
Fanduel • Atlanta, Georgia, United States
Full-time
Last updated: 30+ days ago • Promoted
Lead Software Engineer - React & Python Developer
JPMorgan Chase Bank, N.A. • Atlanta, GA, United States
Full-time
Last updated: 1 day ago • Promoted
Software Engineer (Machine Learning)
META • Atlanta, GA, United States
Full-time
Last updated: 30+ days ago • Promoted
Mid-Level Software Engineer (Python / Kafka / React.js)
BOS Staffing • Atlanta, GA, United States
Temporary
Last updated: 3 days ago • Promoted
QLIK Engineer
Nanosoft Consulting • Atlanta, GA, United States
Full-time
Last updated: 30+ days ago • Promoted