Full-Time

Software Engineer

ML Compiler

Updated on 1/17/2025

Meta

Meta

10,001+ employees

Social media platforms and virtual reality solutions

VR & AR
Consumer Software
Financial Services

Compensation Overview

$56.25 - $173kHourly

+ Bonus + Equity

Junior, Mid

Company Historically Provides H1B Sponsorship

Burlingame, CA, USA + 4 more

More locations: Austin, TX, USA | Redmond, WA, USA | New York, NY, USA | Sunnyvale, CA, USA

Focus on California for candidates expecting to work from there.

Category
Embedded Engineering
Software Engineering
Required Skills
Python
C/C++
Requirements
  • Experience in software design and programming experience in Python and/or C/C++ for development, debugging, testing and performance analysis.
  • Experience in AI framework development or accelerating deep learning models on hardware architectures.
  • Currently has, or is in the process of obtaining a Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience. Degree must be completed prior to joining Meta.
  • Must obtain work authorization in the country of employment at the time of hire, and maintain ongoing work authorization during employment.
Responsibilities
  • Analyze and design effective compiler passes and optimizations. Research, implement, and/or enhance code generation targeting machine learning accelerators.
  • Investigate new techniques to map ML graphs to hardware implementations, model data-flows, create cost-benefit analysis and estimate silicon power and performance.
  • Contribute to the development of machine-learning libraries, intermediate representations, export formats, and analysis tools.
  • Conduct design and code reviews. Evaluate code performance, debug, diagnose and drive resolution of compiler and cross-disciplinary system issues.
  • Analyze and improve the efficiency, scalability, and stability of our toolchains.
  • Interface with other compiler-focused teams to evaluate and incorporate their innovations and vice versa.
Desired Qualifications
  • 1+ years experience writing compilers or similar code optimization software.
  • Experience in deep learning algorithms and techniques, e.g., convolutional neural networks, transformers, LLMs, 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.

Meta Platforms Inc. focuses on social media, communication tools, and virtual reality. It operates popular platforms like Facebook, Instagram, and WhatsApp, allowing users to connect, share content, and engage in communities. The Oculus division provides virtual reality hardware and experiences. Meta's primary revenue comes from advertising, offering businesses tools to target specific audiences using insights from its large user base. This advertising service is scalable and allows for tailored audience segmentation. Additionally, Meta explores revenue through virtual reality product sales and the metaverse, where it looks to monetize virtual goods and services. The company also invests in artificial intelligence and augmented reality to enhance its offerings, aiming to combine user engagement with advanced marketing tools.

Company Stage

IPO

Total Funding

$2.2B

Headquarters

Menlo Park, California

Founded

2004

Growth & Insights
Headcount

6 month growth

6%

1 year growth

10%

2 year growth

3%
Simplify Jobs

Simplify's Take

What believers are saying

  • Meta's AI features in WhatsApp could boost user engagement and market competitiveness.
  • Hiring Stephen Konig signals a strategic focus on VR and AR innovation.
  • Meta's efficiency focus may improve financial performance and streamline operations.

What critics are saying

  • Slow adoption of VR and AR could impact Meta's revenue growth.
  • Recent layoffs may decrease employee morale and affect innovation.
  • Increasing competition from platforms like TikTok threatens Meta's advertising revenue.

What makes Meta unique

  • Meta integrates social media, VR, and AR for a unique digital ecosystem.
  • Meta's platforms offer advanced audience targeting with data-driven advertising solutions.
  • Meta invests in AI and AR to enhance user engagement and platform capabilities.

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Benefits

Stock Options

Company Equity

Mental Health Support

Flexible Work Hours