Deep Learning Engineer

IL

Description

NextSilicon is reimagining high-performance computing. Our accelerated compute solutions leverage intelligent adaptive algorithms to vastly accelerate supercomputers, driving them forward into a new generation. Our new software-defined hardware architecture enables HPC & AI to fulfill their promise of breakthroughs in all fields of advanced research. 

At NextSilicon, everything we do is guided by three core values:

  • Professionalism: We get exceptional results through professionalism and unwavering dedication to quality and performance.
  • Unity: Collaboration is key to success; we foster a work environment where every employee feels valued and heard.
  • Impact: We're passionate about developing technologies that make a meaningful impact on industries, communities, and individuals worldwide.

The AI Application team plays a major role in accelerating cutting-edge AI models and workflows, with world-record results, on NextSilicon unique hardware architecture.

We are seeking a talented Deep Learning Engineer with extensive experience in running, profiling and optimizing AI models and end-to-end workflows. This position sits at the intersection of computer science, hardware architecture and ML computational algorithms, requiring technical expertise, theoretical knowledge, and creative problem-solving.

Requirements

  • B.Sc. degree in software engineering, computer science, or a related field; advanced degrees are a plus (M.Sc. or Ph.D.)
  • Proficiency in Python and C/C++ 
  • 4+ years of experience in software engineering
  • 2+ years hands-on experience with profiling, analyzing, and optimizing AI models.
  • Excellent command of PyTorch or TensorFlow 
  • Expertise in competitive performance analysis is strongly preferred
  • At least one of the following:
  • Demonstrable open-source contribution to relevant projects.
  • Experience developing state-of-the-art neural network architectures.
  • Specialization experience in ML accelerators, high performance computing, GPU and/or CPU architectures.

Responsibilities


  • Profiling and analyzing AI models in hardware and software
  • Identifying bottlenecks and optimizing model performance on NextSilicon novel architectures.
  • Deriving next-gen software and requirements and specifications.
  • Collaborating with software and hardware architects to define and achieve numerical requirements. 

NextSilicon is proud to be an Equal Opportunity Employer. We do not discriminate based upon race, religion, color, age, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, genetic information, status as a protected veteran, status as an individual with physical or mental disability, or other applicable legally protected characteristics. This policy applies to all employment practices within our organization, including hiring, recruiting, promotion, termination, layoff, recall, leave of absence, compensation, benefits, training, and apprenticeship. NextSilicon makes hiring decisions based solely on qualifications, merit, and business needs at the time.

Send us your CV
jobs@nextsilicon.com
Good luck!

For any questions please ask us at questions@nextsilicon.com

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