Lemurian Labs

Compiler Code Gen Engineer

Reposted 20 Days Ago

Be an Early Applicant

8 Locations

Hybrid

Mid level

Artificial Intelligence • Machine Learning • Software

The Role

Design and develop a portable compiler for AI applications, focusing on resource efficiency and scalability, while improving architecture based on machine learning advancements.

Summary Generated by Built In

At Lemurian Labs, we’re on a mission to bring the power of AI to everyone—without leaving a massive environmental footprint. We care deeply about the impact AI has on our society and planet, and we’re building a rock-solid foundation for its future, ensuring AI grows sustainably and responsibly. Because let’s face it, what good is innovation if it doesn’t help the world?

We are building a high-performance, portable compiler that lets developers “build once, deploy anywhere.” Yes, anywhere. We’re talking about seamless cross-platform compatibility, so you can train your models in the cloud, deploy them to the edge, and everything in between—all while optimizing for resource efficiency and scalability.

If the idea of sustainably scaling AI motivates you and you’re excited about making AI development both powerful and accessible, then we’d love to have you. Join us at Lemurian Labs, where you can have fun building the future—without leaving a mess behind.

Key Duties

Design, develop, maintain and improve our heterogeneous AI compiler.
Design and implement new capabilities in our compiler based on our novel compiler architecture.
Propose improvements to and expansions of our novel compiler architecture with respect to new advancements in machine learning model architectures and hardware.
Use the latest techniques in parallelization and partitioning to automate generation and exploit highly optimized kernels.
Generate and use performance data to identify opportunities and drive improvements.
Work with our product team to understand the evolving needs of ML engineers and drive improvements in architecture.

Essential Skills and Experience

BS degree in computer science, computer engineering, electrical engineering, or equivalent practical experience
4+ years of experience working with compilers.
Very strong knowledge of compiler algorithms and data structures.
Experience and interest in low level code generation, object file manipulation and target specific optimizations
4+ years of experience with C/C++
Strong written and oral communication, and able to write clear and concise documentation
Team first attitude
Detail oriented

Preferred Skills and Experience

Masters or PhD degree in computer science, computer engineering, electrical engineering, or equivalent practical experience.
Knowledge of traditional compiler techniques; instruction selection, register allocation and traditional analysis like dominance, def-use et al.
Knowledge of calling conventions and APIs, linking and relocations.
Working knowledge of LLVM.
Experience with loop optimizations (vectorization, unrolling, fusion, parallelization, etc).
Experience with machine learning workloads and their demands on hardware.

This is an opportunity to shape the future of AI software and help developers and enterprises unlock new possibilities. If you’re passionate about AI infrastructure, software optimization, and building transformative products, let’s talk!

Salary depends on experience and geographical location.

This salary range may be inclusive of several career levels and will be narrowed during the interview process based on a number of factors, such as candidate’s experience, knowledge, skills and abilities, as well as internal equity among our team.

Additional benefits for this role may include: equity, company bonus opportunities; unlimited PTO; medical, dental, and vision benefits; retirement savings plan; and supplemental wellness benefits.

Lemurian Labs ensures equal employment opportunity without discrimination or harassment based on race, color, religion, sex (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity or expression, age, disability, national origin, marital or domestic/civil partnership status, genetic information, citizenship status, veteran status, or any other characteristic protected by law.

EOE

Top Skills

C/C++

Llvm

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The Company

Menlo Park, California

33 Employees

Year Founded: 2018

What We Do

At Lemurian Labs our focus is on unleashing the capabilities of AI for the benefit of humanity. To fulfill this purpose we are developing a full stack solution consisting of software and hardware that is capable of orders of magnitude better performance and efficiency than legacy solutions, while being designed for scalability. There are massive shifts underway moving us from Software 1.0 to Software 2.0 to Software 3.0 and onwards, but to realize its true benefits we need fundamentally new hardware and systems that can keep up with the changing compute demands and simultaneously bringing down costs. We are developing software and hardware designed from first principles to deliver unprecedented realizable performance/watt and enable the next generation of AI workloads. Our diverse team of technologists have decades of experience at the frontiers of high performance computing, digital arithmetic, cryptography, artificial intelligence, robotics, and networking. There is a lot of talk about what the technology of tomorrow will look like and there are a number of companies developing it. At Lemurian, we believe tomorrow is so yesterday. We are developing the technology for the day after tomorrow. We are Lemurian Labs. Welcome to the future of artificial intelligence and computing.