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AI Algorithms Engineer

Leixlip, Ireland Job ID JR0230212 Job Category Software Engineering Work Mode Hybrid Experience Level Experienced
Job Description

Intel Client AI organization is dedicated to research and development for the future of AI - unprecedented scale for enabling machine intelligence on Edge, desktop and mobile computers. While achieving a minimal power consumption and tremendous computing power, Intel AI accelerators are targeting daily use for millions of devices. Join the adventure of harnessing the complexity of state-of-art Deep Neural Networks and most advanced AI hardware accelerators in the word. The Neural Network Compiler Optimization team is looking for a highly motivated Software Engineer with a graph theory background and problem solving skills. Our team is working to utilize the OpenVINO toolkit and underlying MLIR infrastructure in order to redefine the limits of Neural Networks performance for the Visual Processing Units generations to come. The successful candidate will be part of our efforts to research and develop graph-based compilation algorithms for broad horizontal scaling for the new Neural Network back-end compiler project and will be cooperating on a daily basis with runtime software, research, infrastructure and front-end teams.

Responsibilities:

  • Driving design for a compilation flow that will scale to future Neural Network architectures and target platforms

  • Implementing compilation passes for enabling and optimizing Neural Networks workloads

  • Development of performance analysis, visualization and profiling tools

  • Integrating and testing changes, owning the tasks execution end-to-end

  • Contributing into compilation features roadmap planning


Qualifications

Minimal Qualifications

  • BS/MS in Computer Science or a similar field

  • At least 3-4 years of experience in programming

  • Excellent C++ programming skills

  • Strong production software engineering background, experience with CI, code reviews, paired programming, unit and integration testing

  • Proven track of experience in contributing in large-scale, multi-component software systems

  • Experience in one the following: compiler technologies, computer vision, numerical modelling, high-performance computing, deep-learning frameworks or algorithms

Preferred Qualifications

  • Python programming skills
  • Experience in development of graph-based algorithms, e.g. production solutions based on graph coloring, maximum cut, shortest path, etc.
  • Experience in AI hardware accelerators, GPU, heterogeneous architectures software development
  • Experience in mapping between Neural Networks architectures and hardware accelerated inference


Inside this Business Group
The Client Computing Group (CCG) is responsible for driving business strategy and product development for Intel's PC products and platforms, spanning form factors such as notebooks, desktops, 2 in 1s, all in ones. Working with our partners across the industry, we intend to continue to advance PC experiences to deliver the real-world performance people demand. As the largest business unit at Intel, CCG is investing more heavily in the PC, ramping its capabilities even more aggressively, and designing the PC experience even more deliberately, including delivering a predictable cadence of leadership products. As a result, we are able to fuel innovation across Intel, providing an important source of IP and scale, as well as help the company deliver on its purpose of enriching the lives of every person on earth.


Posting Statement
All qualified applicants will receive consideration for employment without regard to race, color, religion, religious creed, sex, national origin, ancestry, age, physical or mental disability, medical condition, genetic information, military and veteran status, marital status, pregnancy, gender, gender expression, gender identity, sexual orientation, or any other characteristic protected by local law, regulation, or ordinance.
Benefits
We offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, and benefit programs. Find more information about our Amazing Benefits here: https://www.intel.com/content/www/us/en/jobs/benefits.html

Working Model
This role will be eligible for our hybrid work model which allows employees to split their time between working on-site at their assigned Intel site and off-site. In certain circumstances the work model may change to accommodate business needs.
Maggie, Offensive Security Researcher

Maggie Offensive Security Researcher

“I’ve always wanted to do something that changes the world — at Intel, I feel appreciated, and I’ve gained more confidence in myself. It makes me feel like I’m capable of doing great things.”

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