Research Scientist, ML Compiler

2 weeks ago

Austin, Texas, United States META Full time
About the Role

We are seeking a highly skilled Research Engineer to join our team at Meta Reality Labs, where you will play a key role in developing a compiler tool-chain for state-of-the-art deep learning hardware components optimized for AR/VR systems.

Responsibilities
  • Analyze and design effective compiler passes and optimizations to improve the efficiency and scalability of our toolchains.
  • Research, implement, and/or enhance code generation targeting machine learning accelerators, including PyTorch models.
  • Contribute to the development of machine-learning libraries, intermediate representations, export formats, and analysis tools.
  • Evaluate code performance, debug, diagnose, and drive resolution of compiler and cross-disciplinary system issues.
  • Interface with other compiler-focused teams to evaluate and incorporate their innovations and vice versa.
Requirements
  • Currently has, or is in the process of obtaining a PhD in the field of Machine Learning, AI, Computer Science, Electrical Engineering, or a related field.
  • Experience in software design and programming experience in Python and/or C/C++ for development, debugging, testing, and performance analysis.
  • Experience in empirical research and addressing research problems.
  • Experience communicating research for public audiences of peers.
  • Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.
Preferred Qualifications
  • Experience writing compilers or similar code optimization software.
  • Experience in deep learning algorithms and techniques, e.g., convolutional neural networks, recurrent networks, etc.
  • Experience working on and contributing to an active compiler toolchain codebase, such as LLVM, MLIR, GCC, MSVC, Glow.
  • Experience of developing in a mainstream machine-learning framework, e.g., PyTorch, Tensorflow, or Caffe.
  • Experience with machine-code generation/compiler back-ends.
  • Experience working and communicating cross-functionally in a team environment.
What We Offer

At Meta, we offer a competitive salary range of $56.25/hour to $173,000/year, plus bonus, equity, and benefits. We are an equal opportunity employer and welcome applications from diverse candidates.

  • Research Scientist, ML Compiler

    1 week ago

    Austin, Texas, United States META Full time

    Job SummaryMeta Reality Labs is seeking a highly skilled Research Engineer, ML Compiler to join our team. As a key member of our research and development team, you will play a critical role in designing and implementing a compiler tool-chain for state-of-the-art deep learning hardware components optimized for AR/VR systems.Key ResponsibilitiesAnalyze and...

  • AI Research Scientist

    2 weeks ago

    Austin, Texas, United States Apera Full time

    About the RoleThis is a unique opportunity to contribute to the development of cutting-edge AI solutions for defense applications. Our team is building a foundational AI that detects, remembers, and shares targets in real-time, using sensor data from various networks. The AI has been tested in DOD exercises and industry partnerships, and we're seeking a...

  • Software Engineer Systems ML

    1 week ago

    Austin, Texas, United States META Full time

    Job SummaryWe are seeking a highly skilled Software Engineer Systems ML to join our team at Meta. As a key member of our MTIA Software team, you will be responsible for developing a comprehensive AI Compiler strategy that delivers a highly flexible platform to train & serve new DL/ML model architectures, combined with auto-tuned high performance for...

  • Research Scientist

    3 weeks ago

    Austin, Texas, United States University of Texas at Austin Full time

    Job SummaryWe are seeking a highly skilled Research Scientist to join our team at the University of Texas at Austin. The successful candidate will be responsible for conducting original and independent research on earthquake source characteristics, analyzing data from the TexNet seismological monitoring program, and comparing different methods and tools for...

  • Senior Data Scientist, Energy

    6 days ago

    Austin, Texas, United States SparkCognition Full time

    Job Title: Senior Data Scientist, EnergyWe are seeking a highly skilled Senior Data Scientist to join our Energy team at SparkCognition. As a Senior Data Scientist, you will be responsible for conducting research and developing machine learning-based solutions to improve our products and help our customers in the energy industry.Key Responsibilities:Engage...

  • Senior AI Researcher

    7 days ago

    Austin, Texas, United States Simplex Full time

    Job Title: Applied ScientistWe are seeking a highly skilled Applied Scientist to join our team at Simplex. As a key member of our engineering team, you will be responsible for driving the research, development, and implementation of our recommendation and personalization systems.Key Responsibilities:Design and develop a recommender system that takes into...

  • AI Research Scientist

    1 week ago

    Austin, Texas, United States Dell Full time

    Unlock Your Potential as an AI Research ScientistAt Dell, we're pushing the boundaries of innovation in AI research and engineering. As an AI Research Scientist, you'll be part of a dynamic team that's shaping the future of data science and machine learning. Our mission is to develop cutting-edge AI technologies that drive business value and transform...

  • Research Scientist

    7 days ago

    Austin, Texas, United States Energy Exploration Technologies Full time

    Join Our Team as a Research & Development ChemistAt Energy Exploration Technologies, we're revolutionizing the way humanity powers the world with sustainable energy solutions. As a Research & Development Chemist, you'll be part of a dynamic team of scientists pushing the boundaries of energy storage and lithium-ion technology.About the RoleWe're seeking a...

  • Research Scientist

    3 weeks ago

    Austin, Texas, United States University of Texas at Austin Full time

    Job SummaryWe are seeking a highly skilled Research Scientist to join our team at the University of Texas at Austin. The successful candidate will be responsible for conducting research in the field of carbonate reservoir characterization using both subsurface data and outcrop and modern analogues.Key ResponsibilitiesConduct research in carbonate...

  • Senior Data Scientist Supply Chain Expert

    5 days ago

    Austin, Texas, United States SparkCognition Full time

    Job Title: Senior Data Scientist, Supply ChainAbout the Role:We are seeking a highly skilled Senior Data Scientist to join our Applied Research team at SparkCognition. As a Senior Data Scientist, Supply Chain, you will be responsible for conducting research and designing technical solutions that improve models for commercial and industrial applications, such...

  • Senior Data Scientist

    4 days ago

    Austin, Texas, United States SparkCognition Full time

    Job Title: Senior Data Scientist, Transportation LogisticsAbout the Role:We are seeking a highly skilled Senior Data Scientist to join our Applied Research team at SparkCognition. As a Senior Data Scientist, you will be responsible for conducting research and designing technical solutions that improve our products and help our customers in the transportation...

  • Senior Evaluation and Research Scientist

    2 weeks ago

    Austin, Texas, United States TEXAS EDUCATION AGENCY Full time

    Job Title: Senior Evaluation and Research ScientistJoin the Texas Education Agency as a Senior Evaluation and Research Scientist and contribute to the improvement of outcomes for all public-school students in the state.About the RoleThis role is part of the Evaluation Activities unit of the Division of Research and Analysis, where you will perform advanced...

  • Senior Evaluation and Research Scientist

    3 weeks ago

    Austin, Texas, United States TEXAS EDUCATION AGENCY Full time

    Job Title: Senior Evaluation and Research ScientistJob Summary:The Texas Education Agency (TEA) is seeking a highly skilled Senior Evaluation and Research Scientist to join our team. As a key member of our Evaluation Activities unit, you will be responsible for performing advanced and/or supervisory computer SAS programming work, as well as complex research,...

  • Postdoctoral Research Scientist

    2 weeks ago

    Austin, Texas, United States The University of Texas at Austin Full time

    Job DetailsThis position is located at the J.J. Pickle Research Campus in North Austin.PurposeThe ideal candidate will have a working knowledge or some familiarity with prominent workflows in data science and machine learning, data ETL (Extraction, Transformation and Loading), various commercial and open source fluid flow simulation packages (included but...

  • Research Scientist Associate III

    6 days ago

    Austin, Texas, United States University of Texas at Austin Full time

    Job SummaryWe are seeking a highly skilled Research Scientist Associate III to join our team at the University of Texas at Austin. The successful candidate will be responsible for conducting complex research assignments, developing new techniques and procedures, and overseeing the preparation of research projects.Key ResponsibilitiesConduct research and...

  • Machine Learning Researcher

    4 weeks ago

    Austin, Texas, United States Apera Full time

    About the RoleThis is a unique opportunity to join Apera, a pioneering organization building foundational AI for defense. Our first cutting-edge product is an automated targeting AI that detects, remembers, and shares targets in real-time by watching any sensor on any network. This AI delivers modular, insightful knowledge of where adversaries are on any...

  • Senior Evaluation and Research Scientist

    2 weeks ago

    Austin, Texas, United States TEXAS EDUCATION AGENCY Full time

    Job Title: Senior Evaluation and Research ScientistJoin the Texas Education Agency as a Senior Evaluation and Research Scientist and contribute to the improvement of outcomes for all public-school students in the state.About the RoleThis role is part of the Evaluation Activities unit of the Division of Research and Analysis, where you will perform advanced...

  • AI Research Scientist

    7 hours ago

    Austin, Texas, United States Dell Technologies Full time

    Unlock the Power of AI with Dell TechnologiesAs a leading technology company, Dell Technologies is seeking a highly skilled AI Research Scientist to join our team in Austin, Texas. This is an exciting opportunity to work on cutting-edge AI projects and contribute to the development of innovative solutions that drive business growth.Key...

  • Senior Data Scientist

    3 weeks ago

    Austin, Texas, United States Simplex Full time

    Job Overview**About Simplex**Simplex is a pioneering technology company leveraging generative AI to revolutionize the online shopping experience for consumers. We're a Series A Startup with a strong focus on innovation and excellence.Job SummaryWe're seeking a highly skilled Principal Applied Scientist to spearhead our recommendation and personalization...

  • Data Scientist for Manufacturing Process Optimization

    2 weeks ago

    Austin, Texas, United States NXP Semiconductors N.V. Full time

    About the RoleNXP Semiconductors N.V. is seeking a highly skilled Data Scientist to join our team. As a Data Scientist, you will play a critical role in designing, developing, and deploying data-driven analytic solutions to support our business operations and product quality.Key ResponsibilitiesMine and analyze data from databases to drive optimization and...