The Graph Compiler team drives the development of the top-of-stack compilation pipeline for MTIA -- taking PyTorch models, tracing the model graph, lowering and optimizing through FX/Inductor, and ...
The Graph Compiler team drives the development of the top-of-stack compilation pipeline for MTIA -- taking PyTorch models, tracing the model graph, lowering and optimizing through FX/Inductor, and ...
Compiler Engineer, Graph Compiler Performance Optimization
Menlo Park, CA · On-site
$183K - $257K/yr
The Graph Compiler team drives the development of the top-of-stack compilation pipeline for MTIA - taking PyTorch models, tracing the model graph, lowering and optimizing through FX/Inductor, and ...
Compiler Engineer, Graph Compiler Performance Optimization
Menlo Park, CA · On-site
$183K - $257K/yr
The Graph Compiler team drives the development of the top-of-stack compilation pipeline for MTIA - taking PyTorch models, tracing the model graph, lowering and optimizing through FX/Inductor, and ...
The result: a compiler that delivers breakthrough performance while remaining seamless and intuitive for ML developers. Here's what you will do * Contribute across the full compiler stack, including ...
The result: a compiler that delivers breakthrough performance while remaining seamless and intuitive for ML developers. Here's what you will do * Contribute across the full compiler stack, including ...
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Quick apply
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Compiler information
See California salary details
$9.01 - $11.43
6% of jobs
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$15.12 is the 25th percentile. Wages below this are outliers.
$13.85 - $16.26
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The median wage is $18.68 / hr.
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2% of jobs
$9
$20
$35
How much do compiler jobs pay per hour?
What is a compiler?
What are the key skills and qualifications needed to thrive as a compiler?
What are the common challenges faced when working as a compiler engineer, and how can they be addressed?
What is the difference between Compiler vs Interpreter?
| Aspect | Compiler | Interpreter |
|---|---|---|
| Function | Translates entire code into machine language before execution | Translates code line-by-line during execution |
| Speed | Faster execution after compilation | Slower due to real-time translation |
| Usage | Used in languages like C, C++ | Used in languages like Python, JavaScript |
| Errors | Errors are found after compilation | Errors are detected during execution |
| Output | Produces standalone executable files | Runs directly from source code |
In summary, a compiler translates the entire program into machine code before execution, resulting in faster runtime and standalone files. An interpreter translates code line-by-line during execution, which can be slower but allows for easier debugging and dynamic execution. Both are essential in different programming environments depending on performance and development needs.
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The most popular types of Compiler jobs in California are:
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For Compiler jobs in California, the most frequently searched job titles are:
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What cities in California are hiring for Compiler jobs?
Cities in California with the most Compiler job openings:

$183K/yr
Full-time
Posted 7 days ago
Meta rating
7.8
Based on 45 frontline employees who took The Breakroom Quiz
137th of 245 rated software companies
Job description
Compiler Engineer, Graph Compiler Performance Optimization Responsibilities:
- Design, implement, and validate graph-level compiler optimization passes targeting performance within the PyTorch Inductor / FX IR compilation pipeline for MTIA
- Profile and analyze deep learning models to identify graph-level performance bottlenecks such as suboptimal fusion boundaries, excessive memory traffic, and scheduling inefficiencies — then develop compiler solutions to address them
- Develop and extend automatic fusion strategies to unlock peak hardware utilization across MTIA chip generations
- Implement memory optimizations including data placement strategies, memory footprint reduction, and data movement elimination to reduce latency and improve bandwidth utilization
- Build and improve performance analysis tooling to accelerate optimization iteration cycles
- Collaborate with hardware design teams on hardware-software co-design: informing hardware features from compiler needs and rapidly developing compiler support for new chip capabilities
- Ensure compiler optimizations are portable and scalable across MTIA chip generations, enabling rapid software bring-up for new silicon
- Partner with AI researchers to co-design model architectures and compiler optimizations, ensuring models run performantly on MTIA out of the box
Minimum Qualifications:
- Experience with C/C++ and Python programming
- Experience in compiler development, performance optimization, or accelerating deep learning models on hardware architectures
- Understanding of deep learning model execution (graphs, operators, data flow) and how compiler transformations affect end-to-end performance
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience
Preferred Qualifications:
- A Bachelor's degree in Computer Science, Computer Engineering, relevant technical field and 7+ years of experience in compiler development or accelerating deep learning models on hardware architectures OR a Master's degree and 4+ years OR a PhD and 3+ years of relevant experience
- Experience with graph-level compiler optimizations such as operator fusion, graph scheduling, memory allocation optimization, dead code elimination, or constant folding in ML compiler stacks
- Experience with PyTorch internals, PyTorch 2.0 compilation stack (TorchDynamo, FX IR, Inductor), or similar ML compilation frameworks (XLA, TVM, MLIR, Glow)
- Experience with performance profiling and analysis: identifying compute/memory/I/O bottlenecks, understanding roofline models, and developing systematic approaches to performance tuning
- Experience with traditional compiler optimizations (loop transformations, vectorization, parallelization, instruction scheduling) and how they apply to ML workloads
- Experience with AI hardware accelerator architectures (GPUs, TPUs, or custom ASICs) and understanding of how hardware constraints inform graph-level optimization decisions
- Experience working with deep learning frameworks (PyTorch, TensorFlow, JAX) and understanding their compilation and execution models
- Experience adhering to and implementing responsible, ethical AI practices (e.g., risk assessment, bias mitigation, quality and accuracy reviews)
- Demonstrated ongoing AI skill development (e.g., prompt/context engineering, agent orchestration) and staying current with emerging AI technologies
- Demonstrated ability to integrate AI tools to optimize/redesign workflows and drive measurable impact (e.g., efficiency gains, quality improvements)
About Meta:
Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today—beyond the constraints of screens, the limits of distance, and even the rules of physics.
Meta is committed to providing reasonable accommodations for candidates with disabilities in our recruiting process. If you need any assistance or accommodations due to a disability, please let us know at accommodations-ext@meta.com.
$183,997/year to $257,000/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.
About Meta
Sourced by ZipRecruiter
Industry
Internet and it, media and telecom and software development
Company size
10,000+ Employees
Headquarters location
Menlo Park, CA, US