PyTorch Operator - ML EngineerMercor • Rock Hill, South Carolina, US
No longer accepting applications
PyTorch Operator - ML Engineer
Mercor • Rock Hill, 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 • Rock Hill, South Carolina, US
Related jobs
Software Developer – Digital Transformation Team.Location : Charlotte, NC and NYC.We’re looking for an experienced.You’ll work on modernizing our systems, adopting a data-driven approach, and delive...Show more
Python Full Stack with Angular.Lead the full lifecycle development of web applications, from conceptualization and design to implementation, testing, deployment, and maintenance.Architect and devel...Show more
Artificial Intelligence Engineer.NorthPoint Search Group Charlotte, NC (Hybrid).AI / Machine Learning Engineer -.Fortune 2000 company seeks an experienced.
You’ll work across data, engineering, and ...Show more
Job Title : Python Developer with Quartz.Candidate will be responsible for analysis and development of application on Quartz trading platform to support various regulatory requirements.Candidate wil...Show more
Strong knowledge of core AWS services like EC2 (virtual servers), S3 (storage), and Lambda (serverless computing).Python) and knowledge of programming languages for automation and application deplo...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
In this contingent resource assignment, you may : Consult on complex initiatives with broad impact and large-scale planning for Software Engineering.
Review and analyze complex multi-faceted, larger ...Show more
NAVA Software solutions is looking for a Python Developer.Fullstack Python Developer with GCP & LLM exp.Location : Charlotte,NC 3 days a week onsite.
GCP preferred ,LLM (experience implementing AI mo...Show more
Python Full Stack Developer (Angular, AWS).Location : Charlotte, NC and Atlanta, GA (Hybrid Mode).Strong development experience and knowledge.
Knowledge of AWS Bedrock to integrate and utilize variou...Show more
Addison, Texas;Charlotte, North Carolina; Kennesaw, Georgia; Newark, Delaware.To proceed with your application, you must be at least 18 years of age.
To proceed with your application, you must be at...Show more
Overview - We're looking for developers interested in using their experience in Python, Linux, and web development to build tools that enable the future of energy - Large Scale Solar PV, Battery St...Show more
Element has an opportunity for a.As a member of the operations team, the Machining position performs a variety of routine and non-routine machining assignments within the department assigned and in...Show more
We are seeking a Lead Software Engineer to join the Retrieval Ingestion Team at Relativity.This role is ideal for an experienced engineer who thrives on designing and operating high throughput inge...Show more
Must Have Technical / Functional Skills.Strong Knowledge in Azure Data Bricks with Python and Pyspark.Databricks Architecture & Pipeline Design.
Databricks Architecture (High).CI / CD and Git Integratio...Show more
CapTech is an award-winning consulting firm that collaborates with clients to achieve what’s possible through the power of technology.
At CapTech, we’re passionate about the work we do and the resul...Show more
Charlotte, NC (Hybrid – 3 days onsite / 2 days remote).We are seeking a highly skilled and motivated.AI / ML Engineer / Python Developer.
The ideal candidate will possess a strong background in API de...Show more
Must Have Technical / Functional Skills.Primary Skil : Hadoop ecosystem (HDFS, Hive, Spark),PySpark,Python,Apache Kafka.Define end-to-end architecture for data platforms, streaming systems, and web ap...Show more
Role : “Hadoop, PySpark, Python, Apache Kafka”.Location : Charlotte, NC / New York, NY (Onsite from Day 1).Must Have Technical / Functional Skills.
Primary Skill : Hadoop ecosystem (HDFS, Hive, Spark),Py...Show more
Python Developer
Capital Markets Placement • Charlotte, NC, United States
Full-time
Last updated: less than 1 hour ago • Promoted • New!
Python Full Stack with Angular
CData Software • Charlotte, NC, United States
Full-time
Last updated: 4 days ago • Promoted
AI / Machine Learning Engineer
Northpoint Search Group • Charlotte, North Carolina, United States
Full-time
Last updated: 25 days ago • Promoted
Python Developer with Quartz
Artech • Charlotte, NC, United States
Full-time
Last updated: 4 days ago • Promoted
AWS Engineer
Tekgence Inc • Charlotte, NC, United States
Full-time
Last updated: less than 1 hour ago • Promoted • New!
Operating Engineer
JLL • Charlotte, North Carolina, United States
Full-time
Last updated: 3 days ago • Promoted
Lead Python Developer
Mindlance • Charlotte, NC, United States
Full-time
Last updated: 4 days ago • Promoted
Fullstack Python Developer with GCP & LLM exp
Nava Software Solutions • Charlotte, NC, United States
Full-time
Last updated: 4 days ago • Promoted
Sr. Python Full Stack Developer (Angular, AWS)
Diverse Lynx • Charlotte, NC, United States
Full-time
Last updated: 30+ days ago • Promoted
Software Engineer III-Python
Bank of America • Charlotte, NC, United States
Full-time
Last updated: 30+ days ago • Promoted
Python Developer
Pivotal Solutions Inc • Charlotte, NC, United States
Full-time
Last updated: 30+ days ago • Promoted
Machine Operator
Element Materials Technology • Charlotte, NC, United States
Full-time
Last updated: 30+ days ago • Promoted
Lead Software Engineer
Relativity • Charlotte, NC, United States
Full-time
Last updated: 30+ days ago • Promoted
Sr Azure Data Engineer
Tata Consultancy Services • Charlotte, NC, United States
Full-time
Last updated: 2 days ago • Promoted
Machine Learning / Data Science Engineer
Captech Consulting • Charlotte, North Carolina, United States
Full-time
Last updated: 30+ days ago • Promoted
AI / ML Engineer / Python Developer with LLM exp, NC (Hybrid),
Career Mentors, LLC • Charlotte, NC, US
Full-time
Last updated: 30+ days ago
Hadoop PySpark, Python, Apache Kafka
TCS USAAvance Consulting • Charlotte, NC, United States
Full-time
Last updated: 4 days ago • Promoted
Hadoop, PySpark, Python, Apache Kafka
Centraprise • Charlotte, NC, United States
Full-time
Last updated: less than 1 hour ago • Promoted • New!