ML Systems Architect

3 weeks ago


East Montpelier, Vermont, United States META Full time

Overview: At Meta, you will be part of the MTIA Software team, developing a comprehensive AI Compiler strategy that delivers a highly flexible platform to train & serve new DL/ML model architectures. This role involves working on core areas such as PyTorch framework components, AI compiler and runtime, high-performance kernels, and tooling to accelerate machine learning workloads on current and next-generation MTIA AI hardware platforms.

About the Role: As an ML Systems Architect, you will contribute to the development of industry-leading PyTorch AI framework core compilers to support new state-of-the-art inference and training AI hardware accelerators and optimize their performance. You will analyze deep learning networks, develop and implement compiler optimization algorithms, and collaborate with AI research scientists to accelerate the next generation of deep learning models.

Key Responsibilities:

  • Developing the SW stack with one of the following core focus areas: AI frameworks, compiler stack, high-performance kernel development, and acceleration onto next-generation hardware architectures.
  • Contributing to the development of the industry-leading PyTorch AI framework core compilers to support new state-of-the-art inference and training AI hardware accelerators and optimize their performance.
  • Analyzing deep learning networks, developing and implementing compiler optimization algorithms.
  • Collaborating with AI research scientists to accelerate the next generation of deep learning models such as recommendation systems, generative AI, computer vision, NLP, etc.
  • Performance tuning and optimizations of deep learning framework and software components.

Requirements:

  • Proven C/C++ programming skills
  • Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
  • Experience in AI framework development or accelerating deep learning models on hardware architectures

Preferred Qualifications:

  • A Bachelor's degree in Computer Science, Computer Engineering, relevant technical field and 12+ years of experience in AI framework development or accelerating deep learning models on hardware architectures OR a Master's degree in Computer Science, Computer Engineering, relevant technical field and 8+ years of experience in AI framework development or accelerating deep learning models on hardware architectures OR a PhD in Computer Science, Computer Engineering, or relevant technical field and 7+ years of experience in AI framework development or accelerating deep learning models on hardware architectures.
  • Knowledge of GPU, CPU, or AI hardware accelerator architectures.
  • Experience working with frameworks like PyTorch, Caffe2, TensorFlow, ONNX, TensorRT
  • OR AI high-performance kernels: Experience with CUDA programming, OpenMP/OpenCL programming, or AI hardware accelerator kernel programming. Experience in accelerating libraries on AI hardware, similar to cuBLAS, cuDNN, CUTLASS, HIP, ROCm, etc.
  • OR AI Compiler: Experience with compiler optimizations such as loop optimizations, vectorization, parallelization, hardware-specific optimizations such as SIMD. Experience with MLIR, LLVM, IREE, XLA, TVM, Halide is a plus.
  • OR AI frameworks: Experience in developing training and inference framework components. Experience in system performance optimizations such as runtime analysis of latency, memory bandwidth, I/O access, compute utilization analysis, and associated tooling development.

Compensation: $85.10/hour to $251,000/year + bonus + equity + benefits. Located in the Internet Industry.



  • East Montpelier, Vermont, United States Meta Inc Full time

    Company OverviewMeta is embarking on a transformative journey, revolutionizing its business and technology. As a Machine Learning System Architect, you will play a crucial role in shaping the future of our company.META's most significant change in history requires skilled professionals to drive innovation. Our team of engineers and researchers are working...


  • East Montpelier, Vermont, United States Meta Inc Full time

    Salary and BenefitsThe estimated annual salary for this position is $251,000, plus bonus, equity, and benefits. We offer a competitive compensation package that reflects the value we place on our employees' skills and expertise.As a member of our team, you'll also enjoy access to state-of-the-art facilities, opportunities for professional growth and...

  • Cloud Architect

    3 weeks ago


    East Montpelier, Vermont, United States Confluent Full time

    About the Role">As a Staff Software Engineer, you will be responsible for designing, architecting, and developing a cloud-native, multi-tenant service for Stream Governance.You will partner across engineering and other key stakeholders to create and execute the overall roadmap for delivering a top-notch Data Streaming Platform for our customers.In this role,...


  • East Montpelier, Vermont, United States Confluent Full time

    About the RoleAs a Senior Distributed Systems Engineer at Confluent, you will lead several key initiatives for the Stream Governance product portfolio. This portfolio is crucial to bringing Confluent's mission to put event streaming at the heart of every organization and is a core component of the Data Streaming Platform.You will be responsible for...


  • East Montpelier, Vermont, United States META Full time

    **Job Description**We are hiring an AI Software Engineer to work on our AI-System infrastructure or AI algorithms in C/C++ or Python. The position involves taking relevant AI infrastructure and hardware acceleration techniques to build, optimize, and deploy our intelligent ML systems that improve our products and experiences. Key responsibilities...


  • East Montpelier, Vermont, United States Haleon Full time

    About the RoleAt Haleon, we're shaping the future of consumer health by growing and innovating our global portfolio of category-leading brands. We're seeking an Industrial Cybersecurity Architect to join our Digital and Tech Information Security organization.Key Responsibilities:Lead architectural activities for OT security, ensuring the highest level of...


  • Montpelier, Vermont, United States Oracle Full time

    **Job Overview**We are seeking an experienced Senior Solution Architect to join our team in the Energy and Water sector. The ideal candidate will have a strong background in Advanced Distribution Management Systems (ADMS) and Distributed Energy Resources Management System (DERMS).The role involves designing and recommending high-impact solutions that meet...


  • East Montpelier, Vermont, United States Meta Inc Full time

    Job DescriptionWe are seeking an experienced Social Media Machine Learning Engineer to join our team. As a key member of our engineering organization, you will play a critical role in setting the direction and goals for a sizable team, in terms of project impact, ML system design, and ML excellence. You will be responsible for adapting standard machine...

  • AI Engineer Leader

    2 weeks ago


    East Montpelier, Vermont, United States Meta Inc Full time

    Key Responsibilities:Play a critical role in setting the direction and goals for a sizable team, in terms of project impact, ML system design, and ML excellence.Adapt standard machine learning methods to best exploit modern parallel environments (e.g., distributed clusters, multicore SMP, and GPU).Re-evaluate the tradeoffs of already shipped features/ML...

  • AI Engineer Lead

    3 weeks ago


    East Montpelier, Vermont, United States Meta Inc Full time

    Job SummaryWe're looking for a highly skilled Machine Learning Engineer to lead our efforts in building innovative AI solutions.ResponsibilitiesDevelop highly scalable classifiers and tools leveraging machine learning, data regression, and rules-based models.Play a critical role in setting the direction and goals for a sizable team, in terms of project...


  • East Montpelier, Vermont, United States Meta Inc Full time

    Job DescriptionWe're seeking a Senior AI Software Developer to join our team. In this role, you'll be responsible for setting direction and goals for a sizable team, adapting standard machine learning methods to best exploit modern parallel environments, and re-evaluating the tradeoffs of already shipped features/ML systems.You'll also lead a team from a...


  • Montpelier, Vermont, United States Oracle Full time

    Job OverviewWe are seeking a highly skilled system engineer to join our team and contribute to the development of critical foundational data-plane services. The ideal candidate will have expertise in designing and developing high-performance, reliable, and available systems.About UsOracle is a world leader in cloud solutions, committed to expanding its...


  • East Montpelier, Vermont, United States Meta Inc Full time

    About the Role:As a Machine Learning Innovation Manager, you will play a key part in setting the direction and goals for a sizable team. Adapt standard machine learning methods to best exploit modern parallel environments. Re-evaluate the tradeoffs of already shipped features/ML systems and drive large efforts across multiple teams to reduce technical...


  • Montpelier, Vermont, United States Oracle Full time

    Job OverviewWe are seeking a highly skilled and experienced professional to join our team as a Cloud Infrastructure Architect. As a key member of our engineering division, you will play a critical role in designing and developing innovative solutions for our customers.About the RoleThis is an exceptional opportunity for a self-motivated and passionate...


  • Montpelier, Vermont, United States Lumen Inc Full time

    The Role: Deliver Technical DirectionJob OverviewLumen Inc is seeking an experienced ServiceNow developer to provide technical direction in the creation, delivery, and integration of multiple and moderately complex software solutions.Main Responsibilities:Build, deploy, test, and maintain Order Management applications developed on ServiceNow App engine...


  • Montpelier, Vermont, United States Confluent Full time

    About the RoleWe are committed to harnessing the full power of continuously flowing data to innovate and win in the modern digital world.As a Cybersecurity Solutions Architect, you will join a team responsible for defining and executing on the security strategy of our product for both on-prem offerings and cloud services.This position is responsible for...


  • East Montpelier, Vermont, United States META Full time

    **About META**META is a leading technology company seeking an experienced AI Infrastructure Engineer to join its Research & Development teams. The ideal candidate will have industry experience working on AI infrastructure related topics and be proficient in building, optimizing, and deploying intelligent ML systems that improve our products and experiences.


  • East Montpelier, Vermont, United States Meta Inc Full time

    Job Description:Meta is embarking on a transformative journey, and our Machine Learning Engineers are at the forefront. As a Senior Machine Learning Leader, you will lead crucial projects and initiatives that have never been done before. This is an opportunity to advance the way people connect around the world.We are looking for a highly experienced...


  • East Montpelier, Vermont, United States Confluent Full time

    About the CompanyConfluent is a pioneer in providing a complete stream data infrastructure that enables organizations to harness the power of real-time data. Our goal is to make it easy for organizations to run their businesses on event-driven architecture, using standard technologies like Apache Kafka. With Confluent, developers can build and manage...

  • AI Compiler Developer

    3 weeks ago


    East Montpelier, Vermont, United States META Full time

    About the RoleAt Meta, we're building a comprehensive AI compiler strategy that delivers a highly flexible platform to train & serve new DL/ML model architectures. We're seeking an experienced Software Engineer, Systems ML to join our team and contribute to the development of the industry-leading PyTorch AI framework core compilers.Key...