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
Inside this Business GroupThe 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 StatementAll 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.BenefitsWe offer a total compensation package that ranks among the best in the industry. It consists of competitive pay, stock, bonuses, as well as, benefit programs which include health, retirement, and vacation. Find more information about all of our Amazing Benefits here: https://www.intel.com/content/www/us/en/jobs/benefits.htmlWorking ModelThis 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.