CCG CGAI: AI Software Solutions Engineer

2 Months ago • 2 Years + • Artificial Intelligence

Job Summary

Job Description

This role involves working with internal and external teams to deliver optimized AI solutions using Intel products. Responsibilities include researching technical trends, prototyping solutions, developing AI software (including open-source libraries and models), optimizing AI model performance, developing and adjusting AI models, and serving as a technical advisor. The engineer will partner with other teams to optimize AI models for Intel hardware and contribute to future product development in AI and HPC. This also includes creating benchmark collateral and defining key workloads for product requirements. Specific tasks involve designing a scalable compilation flow for neural networks, implementing compilation passes for optimization, developing performance analysis tools, and integrating and testing changes.
Must have:
  • Excellent C++ programming skills
  • Experience in compiler technologies or deep learning
  • Production software engineering background
  • Design scalable compilation flow for neural networks
  • Implement compilation passes for optimization
Good to have:
  • Experience with AI hardware accelerators
  • Experience in mapping neural networks to hardware
  • Experience in LLVM/MLIR
  • Python programming skills

Job Details

Job Description

Works with internal engineering teams and external partners, customers, and ISVs to deliver optimized AI solutions using Intel products with the goal of driving adoption of Intel products. Researches technical trends and utilizes deep domain and market segment expertise to prototype solutions and develop AI software including open source libraries and models. Optimizes performance of AI models through deep knowledge and expertise of AI frameworks, algorithms, models, and related hardware. Researches, develops, and adjusts new or existing AI models, code, parameters, and/or quantization to address issues and modify operations to enhance performance. Partners with AI algorithm and framework engineers as needed to optimize endtoend AI models to Intel hardware features. Serves as a trusted technical advisor and provides technical enabling. Partners with Intel software and hardware product development teams to accelerate and optimize future products in AI and HPC domains by leading application preenabling and product hardening. Delivers competitive and differentiated benchmark collateral and identify and drive key workloads into product requirements and architect innovative projection methodologies and tools.

Qualifications

Responsibilities: 1.Driving design for a compilation flow that will scale to future Neural Network architectures and target platforms. 2.Implementing compilation passes for enabling and optimizing Neural Networks workloads. 3.Development of performance analysis, visualization, and profiling tools. 4.Integrating and testing changes, owning the tasks execution end-to-end. Qualifications: 1.BS/MS in Computer Science or a similar field. 2.At least 2 years of experience in programming. 3.Excellent C++ programming skills. 4.Some production software engineering background, experience with CI, code reviews, paired programming, unit and integration testing. Preferred Qualifications: 1.Experience in one the following: compiler technologies, computer vision, numerical modelling, high-performance computing, deep-learning frameworks or algorithms. 2.Experience in AI hardware accelerators, GPU, heterogeneous architectures software development. 3.Experience in mapping between Neural Networks architectures and hardware accelerated inference. 4.Experience in LLVM/MLIR. 5.Python programming skills.

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 deliver purposeful computing experiences that unlock people's potential - allowing each person use our products to focus, create and connect in ways that matter most to them. 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, as well as, benefit programs which include health, retirement, and vacation. Find more information about all of our Amazing Benefits

Working Model

This role will require an on-site presence.* Job posting details (such as work model, location or time type) are subject to change.

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About The Company

Intel’s mission is to shape the future of technology to help create a better future for the entire world. By pushing forward in fields like AI, analytics and cloud-to-edge technology, Intel’s work is at the heart of countless innovations. From major breakthroughs like self-driving cars and rebuilding the coral reefs, to things that make everyday life better like blockbuster effects and improved shopping experiences — they’re all powered by Intel technology. With a career at Intel, you have the opportunity to help make the future more wonderful for everyone.

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