Demo
Salary Resume Critique Job Openings

Machine Learning Performance Modeling Engineer

Meta
Sunnyvale, CA Full Time
POSTED ON 1/26/2025
AVAILABLE BEFORE 4/21/2025

Machine Learning Performance Modeling Engineer

We are currently seeking a machine learning performance modeling engineer to support the development of a custom machine learning software / hardware verticals and use cases optimized for AR / VR systems. As part of the machine learning performance modeling team, you will help build performance modeling and analysis toolchains for machine learning workloads. You will work in close collaboration with the groups developing the hardware, system software and SoCs for AR / VR devices.

Responsibilities

  • Lead power and performance modeling of IP components and use cases for SoC chips.
  • Extract system-usage behavior of workloads and design micro-benchmarks.
  • Lead thermal measurement, performance bottleneck analysis and power characterization.
  • Perform modeling at the right level of abstraction given model purpose.
  • Partner across disciplines to problem solve, build new methodologies and coordinate multiple initiatives.
  • Operating in a broad cross-functional environment.

Minimum Qualifications

  • Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
  • Experience with programming (C , SystemC-TLM), scripting (Python).
  • Experience with power concepts, trade-offs and low power design principles.
  • Experience with performance profilers and power measurement tools.
  • Familiarity with Instruction Set Simulators (ISS), optimized assembly-level kernels (e.g., ARM, Tensilica).
  • Experience with SoC Architecture, NoCs, memory subsystems, and heterogeneous compute principles.
  • Experience creating and optimizing machine learning workloads.

    • Preferred Qualifications

  • Bachelors degree in EE, CS or equivalent experience.
  • 5 years of experience with C programming.
  • 3 years of experience with SystemC / TLM2 programming.
  • Experience with CV / ML algorithms.
  • Computer architecture experience, including CPU and domain-specific / ML accelerators.
  • Familiarity with power management principles, thermal and di / dt analysis, multi-voltage designs, DVFS and UPF concepts.
  • Experience with thermally constrained power / performance optimization on embedded devices.
  • Experience with bare-metal programming, micro-benchmarking, etc.
  • Experience with gathering and interpreting performance counters using tools like perf, VTune, etc.
  • Experience in building performance models for custom accelerator and SOC pipelines.

    • For those who live in or expect to work from California if hired for this position, please click here for additional information.

    173,000 / year to $249,000 / year bonus equity benefits

    Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.

    Equal Employment Opportunity and Affirmative Action

    Meta is proud to be an Equal Employment Opportunity and Affirmative Action employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or other applicable legally protected characteristics.

    J-18808-Ljbffr

    Salary : $249,000

    If your compensation planning software is too rigid to deploy winning incentive strategies, it’s time to find an adaptable solution. Compensation Planning
    Enhance your organization's compensation strategy with salary data sets that HR and team managers can use to pay your staff right. Surveys & Data Sets

    What is the career path for a Machine Learning Performance Modeling Engineer?

    Sign up to receive alerts about other jobs on the Machine Learning Performance Modeling Engineer career path by checking the boxes next to the positions that interest you.
    Income Estimation: 
    $123,167 - $152,295
    Income Estimation: 
    $146,673 - $180,130
    Income Estimation: 
    $149,493 - $192,976
    Income Estimation: 
    $184,796 - $233,226
    Income Estimation: 
    $77,900 - $95,589
    Income Estimation: 
    $101,387 - $124,118
    Income Estimation: 
    $101,387 - $124,118
    Income Estimation: 
    $119,030 - $151,900
    Income Estimation: 
    $119,030 - $151,900
    Income Estimation: 
    $149,493 - $192,976
    Employees: Get a Salary Increase
    View Core, Job Family, and Industry Job Skills and Competency Data for more than 15,000 Job Titles Skills Library

    Job openings at Meta

    Software Engineer, Front End
    Meta
    Hired Organization Address Dover, DE Full Time
    Summary : Meta Platforms, Inc. (Meta), formerly known as Facebook Inc., builds technologies that help people connect, fi...
    Data Engineering Manager
    Meta
    Hired Organization Address Dover, DE Full Time
    Summary : Meta Platforms, Inc. (Meta), formerly known as Facebook Inc., builds technologies that help people connect, fi...
    Data Engineering Manager
    Meta
    Hired Organization Address Honolulu, HI Full Time
    Summary : Meta Platforms, Inc. (Meta), formerly known as Facebook Inc., builds technologies that help people connect, fi...
    Associate General Counsel, AI Product
    Meta
    Hired Organization Address Washington, DC Full Time
    Meta seeks a tech enthusiast to serve as Product Counsel for Meta’s AI product counseling team. You will advise the Arti...
    View More Jobs at Meta

    Not the job you're looking for? Here are some other Machine Learning Performance Modeling Engineer jobs in the Sunnyvale, CA area that may be a better fit.

    Machine Learning Performance Engineer

    Advanced Micro Devices, Inc, San Jose, CA

    Senior Machine Learning Performance Engineer

    Wayve, Sunnyvale, CA

    View More Jobs

    AI Assistant is available now!

    Feel free to start your new journey!