We are looking for individuals who are interested in developing software for advanced computer architecture pathfinding and applied research. You will be developing SW stacks from the ground up for novel architectures, testing those SW stacks on FPGAs and prototype hardware and porting SW applications frameworks to the new architectures. This is a position with the end goal being high-quality, high-performance SW that demonstrates the novelty and performance in the architecture developed . You will start SW development pre-silicon and have access to FPGA and emulation models to develop the SW in tandem with HW milestones. Product innovation and publication is encouraged and there are some opportunities to collaborate with research partners to develop ideas and translate them into the product.
The Extreme Scale Computing (ESC) team develops advanced architectures in collaboration with US Govt. Agencies like DARPA. We have a HW-SW co-development model covering the full SW stack from applied ML to ML/DL and acceleration for emerging applications like sparse graph processing, which are the future of AI. It is an organization with a strong technical atmosphere, innovation, friendly team-work spirit, and engineers with diverse backgrounds.
You will work on software development and optimizations by analyzing SW framework implementations to identify performance bottlenecks and optimization opportunities. Analyze the frameworks, such as PyTorch and TensorFlow, on various state-of-the-art platforms and optimizing on the novel HW being developed by contributing optimizations and features directly to the public framework source or to pluggable open source extension modules. These frameworks are primarily written in C++ and Python
An ideal candidate would exhibit behavioral traits that indicate:
Willing to work in a dynamic and team-oriented environment.
Willing to work closely with teammates at multiple US sites as well as with closely related teams in other countries working virtually together on the same product.
Positive can-do attitude, desire to deliver results and winning products.
Excellent written and oral communication skills.
You should have a passion for optimization and performance at the low level, close the HW, as well as for good SW engineering practice and usability.
You must possess the minimum qualifications below 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.
This is an entry level position and would be compensated accordingly.
Bachelor's with 1+ years or Master's with 3+ months of relevant industry experience in Computer Science, Computer Engineering, Electrical Engineering, Mathematics or Physics
1+ years of experience with the following skills:
Excellent SW development skills in C++,Python
Solid experience with low-level software development and optimization of computation and memory for performance
Solid experience programming and debugging applications on Linux systems including multithreaded applications
Solid computer architecture knowledge including vector, multicore, and memory hierarchy
Solid knowledge of graph algorithms relevant to deep learning graph and compiler optimization
Basic performance analysis skills
More extensive experience with low-level software development and optimization of computation and memory for high performance on parallel HW
Performance analysis on Intel CPU, GPU
Applications involving linear algebra such as matrix multiply
HPC applications and distributed computing
Compiler optimization development
Understanding of Deep Learning algorithms and frameworks
Developing or optimizing Deep Learning models, especially low precision models
Using high-performance math libraries
Designing APIs, especially user visible APIs
The Data Center Group (DCG) is at the heart of Intel’s transformation from a PC company to a company that runs the cloud and billions of smart, connected computing devices. The data center is the underpinning for every data-driven service, from artificial intelligence to 5G to high-performance computing, and DCG delivers the products and technologies—spanning software, processors, storage, I/O, and networking solutions—that fuel cloud, communications, enterprise, and government data centers around the world.
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.
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.