AI Frameworks Architect
About The Position
The Intel NPU IP Architecture team is looking for an AI Frameworks Architect to lead VPU architecture performance modeling and analysis activities. In this position, you will function as a senior technical member in the NPU architecture performance COE (center-of-excellence) team. The primary responsibility of the team includes developing the next generation NPU architecture performance model and conducting performance analysis using models from various benchmarking suites or customer end-to-end use cases.
Requirements
- Bachelor's Degree in Electrical Engineering, Computer Engineering, or Computer Science or related engineering field with 6+ years of relevant experience - OR - Master's Degree in Electrical Engineering, Computer Engineering, or Computer Science or related engineering field with 4+ years of relevant experience - OR - PhD in Electrical Engineering, Computer Engineering/Computer Science with 2+ years of relevant experience, or related engineering field
- 6+ years of experience in two or more of the following:
- Knowledge of computer architecture concepts such as pipelining, caching, parallel computing with SIMD/VLIW, multi-core/multi-threading, data precision, memory hierarchy
- Understanding HW modeling concepts such as event-driven, concurrency, etc.
- Knowledge of AI framework, AI models and basic neural computing operations.
- Knowledge of data precision, floating point vs fixed point computing trade-offs.
Nice To Haves
- Experiences for object-oriented programming in C/C++ or Python. Capable of design class objects, data structure and API methods are required.
- Prior usage of event-driven modeling language (SC/C++/Python) and platforms
- Prior experience in architecture definition and/or mentoring junior engineers is highly desirable.
Responsibilities
- Define performance model architecture and modeling flow to best reflect the interworking of NPU SW/HW.
- Implementing and testing performance models with systematic SW development practice.
- Conduct performance-and-power analysis of various neural network workloads.
- Utilize the performance data-driven flow to drive the NPU architecture definition.
- Collaborates with management, product owners, and project managers to evaluate feasibility of requirements and determine priorities for development.
- Performs pathfinding, surveys technologies, participates in standards committees, and presents at external and internal events.
- May interact with multiple technologists in the company to influence architectures and optimize/customize software offerings.
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 here: https://intel.wd1.myworkdayjobs.com/External/page/1025c144664a100150b4b1665c750003
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What This Job Offers
Job Type
Full-time
Career Level
Mid Level
Industry
Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services
Number of Employees
5,001-10,000 employees
