Full-Time

Kernel Engineer

Confirmed live in the last 24 hours

Cerebras

Cerebras

201-500 employees

Develops AI acceleration hardware and software

No salary listed

Mid, Senior

Toronto, ON, Canada

Category
Embedded Engineering
Software Engineering
Required Skills
Python
Machine Learning
Assembly
C/C++
Requirements
  • Bachelor’s, Master’s, PhD or foreign equivalents in Computer Science, Computer Engineering, Mathematics, or related fields.
  • Understanding of hardware architecture concepts — must be comfortable learning the details of a new hardware architecture.
  • Skilled in C++ and Python programming languages.
  • Good knowledge of library and/or API development best practices.
  • Strong debugging skills and knowledge of debugging complex software stack.
Responsibilities
  • Develop design specifications for new machine learning and linear algebra kernels and mapping to the Cerebras WSE System using various parallel programming algorithms.
  • Develop and debug kernel library of highly optimized low level assembly instruction and C-like domain specific language routines to implement algorithms targeting the Cerebras hardware system.
  • Using mathematical models and analysis to measure the software performance and inform design decisions.
  • Develop and integrate unit and system testing methodologies to verify correct functionality and performance of kernel libraries.
  • Study emerging trends in Machine Learning applications and help evolve Kernel library architecture to address computational challenges of the start-of-the-art Neural Networks.
  • Interact with chip and system architects to optimize instruction sets, microarchitecture, and IO of next generation systems.
Desired Qualifications
  • Experience in kernel development and/or testing.
  • Familiarity with parallel algorithms and distributed memory systems.
  • Experience in programming accelerators such as GPUs and FPGAs.
  • Familiarity with Machine Learning neural networks and frameworks such as TensorFlow and PyTorch.
  • Familiarity with HPC kernels and their optimization.

Cerebras Systems accelerates artificial intelligence (AI) with its CS-2 system, which replaces traditional clusters of graphics processing units (GPUs) to simplify AI computations. This system eliminates the complexities of parallel programming and cluster management, allowing clients in industries like healthcare and finance to achieve faster results. Cerebras generates revenue by selling its hardware and software solutions, including cloud services, and stands out by offering the largest processor in the industry for quicker AI training. The company's goal is to make AI tasks more efficient and accessible across various sectors.

Company Size

201-500

Company Stage

Series F

Total Funding

$720M

Headquarters

Sunnyvale, California

Founded

2016

Simplify Jobs

Simplify's Take

What believers are saying

  • Growing AI model efficiency demand aligns with Cerebras' energy-efficient accelerators.
  • AI democratization increases need for user-friendly systems like Cerebras' CS-2.
  • Pharmaceutical industry's push for faster drug discovery boosts demand for Cerebras' technology.

What critics are saying

  • Competition from NVIDIA and Graphcore could impact Cerebras' market share.
  • Rapid AI model evolution may necessitate frequent hardware updates, increasing R&D costs.
  • Supply chain vulnerabilities could delay production of Cerebras' hardware.

What makes Cerebras unique

  • Cerebras' Wafer-Scale Engine is the largest chip ever built for AI.
  • The CS-2 system replaces traditional GPU clusters, simplifying AI computations.
  • Cerebras serves diverse industries, including pharmaceuticals and government research labs.

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Benefits

Professional Development Budget

Flexible Work Hours

Remote Work Options

401(k) Company Match

401(k) Retirement Plan

Mental Health Support

Wellness Program

Paid Sick Leave

Paid Holidays

Paid Vacation

Parental Leave

Family Planning Benefits

Fertility Treatment Support

Adoption Assistance

Childcare Support

Elder Care Support

Pet Insurance

Bereavement Leave

Employee Discounts

Company Social Events