Service Global
Iron Systems is an innovative, customer-focused provider of custom-built computing infrastructure platforms such as network servers, storage, OEM/ODM appliances & embedded systems. For more than 15 years, customer have trusted us for our innovative problem solving combined with holistic design, engineering, manufacturing, logistic and global support services.
Job Title: Software Engineer IV Location: US - CA - Menlo Park
Job Description: Summary The AI and Systems Co-Design team has a mission to explore, develop, and help productize high-performance software and hardware technologies for AI. Our team defines and drives the AI software and hardware roadmap at Meta. We are seeking a candidate who will work on a foundational tool of our internal workloads on current and next-generation AI platforms. Specifically, this position focuses on collecting, processing, storing, and analyzing various operators and workloads. Job Responsibilities
Extract operators (e.g. aten, triton) from AI/ML models. Run operators on multiple devices and collect performance data. Process collected data and store it to a database while maintaining data integrity. Implement, improve, and maintain programmatic and web interfaces to query and analyze performance data stored in the database. Collaborate as part of a project team to coordinate development and determine project scope and limitations. Review project requests to estimate time and cost required to complete the project. Must-have skills
Hands-on experience with product-level Python programming Proficiency in PyTorch, Kineto trace, dispatcher Hands-on Experience with CUDA, Triton kernels Hands-on experience in database management and SQL Proficiency in Linux and Bash Ability to work independently Good-to-have skills Experience in LLM especially Llama.
Knowledge of CI-based testing and automation Education/Experience At least three years of experience with above-mentioned skills is required for this role.
Mandatory Skills
Hands-on experience with product-level Python programming Proficiency in PyTorch, Kineto trace, dispatcher
Job Title: Software Engineer IV Location: US - CA - Menlo Park
Job Description: Summary The AI and Systems Co-Design team has a mission to explore, develop, and help productize high-performance software and hardware technologies for AI. Our team defines and drives the AI software and hardware roadmap at Meta. We are seeking a candidate who will work on a foundational tool of our internal workloads on current and next-generation AI platforms. Specifically, this position focuses on collecting, processing, storing, and analyzing various operators and workloads. Job Responsibilities
Extract operators (e.g. aten, triton) from AI/ML models. Run operators on multiple devices and collect performance data. Process collected data and store it to a database while maintaining data integrity. Implement, improve, and maintain programmatic and web interfaces to query and analyze performance data stored in the database. Collaborate as part of a project team to coordinate development and determine project scope and limitations. Review project requests to estimate time and cost required to complete the project. Must-have skills
Hands-on experience with product-level Python programming Proficiency in PyTorch, Kineto trace, dispatcher Hands-on Experience with CUDA, Triton kernels Hands-on experience in database management and SQL Proficiency in Linux and Bash Ability to work independently Good-to-have skills Experience in LLM especially Llama.
Knowledge of CI-based testing and automation Education/Experience At least three years of experience with above-mentioned skills is required for this role.
Mandatory Skills
Hands-on experience with product-level Python programming Proficiency in PyTorch, Kineto trace, dispatcher