What are the responsibilities and job description for the AI Architect position at Intel?
Architects, designs, and provides technical oversight of the development of Intel AI software. Scope may span the entire stack including firmware, drivers, frameworks, protocols, algorithms, and/or applications. Provides software structure and validation direction as required to enable Intel AI software solutions that integrate AI algorithms to solve applied problems in various disciplines (e.g., data analytics, computer vision) by utilizing current programming methodologies to translate machine learning models and dataprocessing methods into software. Responsible for pathfinding and providing technical direction for AI software development to solve applied problems across disciplines, including descriptive, diagnostic, predictive, and/or prescriptive models. Interacts with technologists across Intel and within the industry to evaluate feasibility of requirements and determine priorities for development.
Qualifications
Qualifications
You must possess the below minimum qualifications to be initially considered for this position. Preferred qualifications are in addition to the minimum requirements and are considered a plus factor in identifying top candidates.
Minimum Qualifications:
Bachelor's degree in Computer Science, Mathematics, or similar field
6 Years of hands-on software development experience on Commercial or Open-Source projects with C or C , Java or Python (on Windows or Linux/Unix OSs).
3 Years of Experience using DL frameworks such as Caffe Tensor Flow, Keras, PyTorch.
3 Years of experience in developing/training or tuning Deep Learning SW/Models.
3 years of experience developing any parallel computing code (using OpenCL, CUDA, MPI, DPC or SIMD SW work)
3 years of experience using various SIMD systems (Neon/SSE/AVX etc.) and vector core fundamentals.
Preferred Qualifications:
Master's degree in Computer Science, Mathematics, or similar field
Strong understanding of AI model architectures, layers types, ops, activation functions.
Understanding of various techniques to optimize models for compute/perf (quantization, compression, sparsity, pruning, low precision).
Hands on experience working with Git (PR/MR workflows with GitHub or any Gitlab repos)
Strong knowledge of software data structures algorithms software architecture and fundamental concepts.
Any experience using modern SW Engineering and CI/CD tools/workflows in an Agile SW dev environment
Any hands-on work experience of working with few of the modern DL topologies (ResNet, mBERT, MobileNet or any GAN or NLP models)
Any experience working with virtualization dev tools/systems such as Docker, Conda or Python
Sound understanding of Computer Architecture fundamentals, including but not limited to knowledge of Cache/Memory hierarchies, function, and characteristics
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.
Other Locations
US, Arizona, Phoenix;US, California, Folsom;US, Oregon, Hillsboro
Intel strongly encourages employees to be vaccinated against COVID-19. Intel aligns to federal, state, and local laws and as a contractor to the U.S. Government is subject to government mandates that may be issued. Intel policies for COVID-19 including guidance about testing and vaccination are subject to change over time.
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.
Work Model for this Role
This role is available as fully home-based and generally would require you to attend Intel sites only occasionally based on business need.
