Search for Software Engineer roles in New York focused on ML Compiler tools, requiring experience in Python or C/C++, with a salary range starting at $150,000 and above.

Okay, I've searched for Software Engineer roles in New York, focused on ML Compiler tools, requiring experience in Python or C/C++, with a salary expectation of at least $150,000. I have found 47 positions for you.

Software Engineer

New York, NY

Python

C/C++

$150000+

Can you help me to analyze the job description and company culture?

Sure. Here's the analysis:

Job Analysis:

The Software Engineer in ML Compiler role at Lensa, collaborating with Meta Reality Labs, is fundamentally designed to advance the company's capabilities in virtual and augmented reality systems through the development of optimized compiler tool chains for deep learning hardware. This position involves a blend of software engineering and machine learning expertise, specifically requiring the candidate to analyze and design compiler passes and code optimizations tailored for machine learning accelerators. Success in this role means not only enhancing code generation effectively but also engaging with cross-disciplinary teams to drive innovative solutions that bridge the gap between complex ML algorithms and efficient hardware implementations. Candidates will face challenges such as debugging performance issues and maintaining the stability of sophisticated toolchains while expected to mentor peers, demonstrating leadership within a collaborative environment. Ideally, a successful candidate will contribute meaningfully to projects by leveraging both technical skills and problem-solving acumen to meet project deadlines while enhancing team efficiency.

Company Analysis:

Lensa positions itself as an innovator in the job search and talent acquisition space, leveraging machine learning to streamline the hiring process for companies and job seekers. Founded in a tech-forward environment, the company emphasizes a culture that values efficiency, user-centric design, and technology-driven solutions. This culture may drive a fast-paced work environment, demanding flexibility and adaptability from employees, particularly in tech roles where rapid iteration is key. Given that Lensa collaborates with Meta Reality Labs, a leader in immersive technologies, the context of this role is set within a cutting-edge industry focused on creating next-gen experiences in AR and VR. For a candidate, understanding Lensa's mission to prioritize job seekers while harmonizing with Meta's ambitious, innovative goals is essential. This not only affects the technical contributions of the role but also the strategic vision of aligning with both Lensa’s focus on user experience and Meta’s advancements in technology. Thus, the role is more than just a technical position; it's about contributing to a larger vision that reshapes the future of work.

Mock up some interview questions based on the job description.

Absolutely. Here are some mock interview questions that could come up:

Can you describe a complex problem you solved related to optimizing compiler performance and the steps you took to resolve it?
Tell me about a time when you had to collaborate with cross-functional teams. What challenges did you face, and how did you overcome them?
Have you ever had to mentor a colleague on technical skills? What was your approach, and what was the outcome?
How do you determine when to introduce optimizations in your code? Can you provide an example from your experience?
What experience do you have with tools like LLVM or MLIR, and how have you utilized them in your previous projects?
Describe a project where you had to analyze and map machine learning graphs to hardware. What was your methodology?
If tasked with developing a new compiler pass for an ML compiler, what factors would you consider in your decision-making process?
Imagine you are on a project that is facing performance bottlenecks in its ML models. What steps would you take to identify and resolve these issues?
What interests you most about working at Lensa, and how do you see your skills aligning with our mission?
How do our company values resonate with your personal and professional ethos?
What unique perspective would you bring to Lensa given your background in software engineering and machine learning?
Do you have any questions about the team dynamics at Lensa or how this role fits within the broader organizational strategy?

Job Details

Overview Company

Software Engineer, ML Compiler

$85.10/h-$251k/y

Lensa

a day ago

Highlight

OnsiteFull-time3+ yearsMid

Summary

Meta Reality Labs is seeking a Software Engineer, ML Compiler to join their team in New York, NY. The role involves developing the compiler tool-chain for deep learning hardware components optimized for AR/VR systems.

About the Role

As a Software Engineer, ML Compiler, you will analyze and design compiler passes and optimizations, implement code generation for machine learning accelerators, and work with algorithm research teams to map ML graphs to hardware implementations. You will contribute to the development of machine-learning libraries, conduct design and code reviews, and mentor other engineers.

About You

Required:

Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
3+ years experience writing compilers or similar code optimization software.
Experience in software design and programming in Python and/or C/C++.
Experience crossing multi-disciplinary boundaries to drive optimal system solutions.
Experience in AI framework development or accelerating deep learning models on hardware architectures.

Preferred:

Experience in deep learning algorithms and techniques, e.g., convolutional neural networks, recurrent networks.
Experience developing in a mainstream machine-learning framework, e.g., PyTorch, Tensorflow, or Caffe.
Experience contributing to an active compiler toolchain codebase, such as LLVM, MLIR, GCC, MSVC, Glow.
Experience with machine-code generation or compiler back-ends.
Experience working and communicating cross-functionally in a team environment.
Experience driving large efforts across multiple teams.

Benefits

$85.10/hour to $251k/year + bonus + equity + benefits

Lensa

What if we could take the search out of job search? This is the question Lensa has been answering since launching in San Francisco, California in August 2016. Using machine learning, we instantly provide companies with candidates and match professionals with positions that fit their skills, goals, personalities, and needs. How does it work? Lensa applies complex algorithms that identify the skills needed to succeed on a given job. Candidates can play computer games that assess their work style, thus gaining insight into their strengths while unlocking career opportunities. The result: job search that puts people first while reducing the time and cost of talent acquisition.

Lensa passed 10 million job seeker registrations in 2019, making the com- pany one of the premier career platforms.

With teams in multiple U.S. locations and a 60-strong crew of developers and data scientists at its R & D headquarters in Europe, Lensa is working every day to share its transformative career technology with the world.

New York, NY