UPGRADE YOUR BROWSER

We have detected your current browser version is not the latest one. Xilinx.com uses the latest web technologies to bring you the best online experience possible. Please upgrade to a Xilinx.com supported browser:Chrome, Firefox, Internet Explorer 11, Safari. Thank you!

Senior AI Solutions Engineer

156779
San Jose, CA, United States
Apr 24, 2019

Share:

Job Description

Description

Xilinx develops highly flexible and adaptive processing platforms that enable rapid innovation across a variety of technologies - from the endpoint to the edge to the cloud. Xilinx is the inventor of the FPGA, hardware programmable SoCs and the ACAP (Adaptive Compute Acceleration Platform), designed to deliver the most dynamic processor technology in the industry and enable the adaptable, intelligent and connected world of the future in a multitude of markets including Data Center (Compute, Storage and Networking); Wireless/5G and Wired Communications; Automotive/ADAS; Emulation & Prototyping; Aerospace & Defense; Industrial Scientific & Medical, and others. Xilinx's core strengths simultaneously address major industry trends including the explosion of data, heterogeneous computing after Moore's Law, and the dawn of artificial intelligence (AI).

Our global team is growing and we are looking for bold, collaborative and creative people to help us lead the industry transformation to build an adaptable intelligent world. We believe that by embracing diverse ideas, striving for excellence in all that we do, and working together as a unified team, we can accomplish anything. Come do your best work and live your best life as part of the ONEXILINX team!

You will be part of an R&D team that develops runtime for high-performance AI inference accelerators on Xilinx's FPGA. Xilinx unique reconfigurable platform enables the design of optimized domain specific architecture for a variety of Deep Learning Algorithms.  This position is a customer-facing position for individuals who are excited about bringing deep learning products and applications to market.  

You will work on projects critical to Xilinx's growth, with opportunities to move among various teams and projects. You are versatile, display leadership qualities and are enthusiastic about tackling new problems across the full-stack as we continue to push technology forward. Most of all, you are driven to find creative solutions where solutions may not exist yet.

Responsibilities:
• Develop a deep understanding of Xilinx's flow for translating trained floating point deep learning models to run efficiently on Xilinx's Deep Learning solution.
• Develop a deep understanding of Xilinx's Deep Learning runtime environment to enable customers to use Xilinx's low latency deep learning solutions in their products.
•  Design and modify machine learning models for reducing computational complexity by model optimization, computation using lower precision arithmetic, and data flow reordering for memory bandwidth optimizations.
• Work with business development, product, and engineering teams to develop technical marketing collateral, demonstrations, and presentations.

 

Minimum Qualifications
• MS/Ph.D. degree in Computer Science with 1+ years of industry experience  or BA/BS degree in Computer Science with 3+ years of industry experience
• Practical understanding of Deep Learning training using Tensorflow, Caffe, Pytorch for CNNs, LSTMs, and MLP.
• Excellent Python and C++ programming skills 
• A solid foundation in data structures, computer arithmetic, algorithms and software design with strong analytical and debugging skills
• Excellent communication and collaboration skills

Preferred Qualifications
• Research experience with AutoML, Model compression, and pruning.
• Experience with neural networks inference on dedicated SOC

Share:
 
Refer to the Talent Network

Similar Jobs

Software Development Leader – DevOps Team

San Jose, CA, United States

Senior Software Engineer

San Jose, CA, United States

Senior Software Engineer DevOps

San Jose, CA, United States

Digital Forensic Investigations Analyst

San Jose, CA, United States

Global Security Operations Manager

San Jose, CA, United States

Senior Characterization Engineer

San Jose, CA, United States

Technical Program Manager

San Jose, CA, United States

Technical Program Manager, Software

San Jose, CA, United States

Technical Sales Lead - San Jose

San Jose, CA, United States

Senior Software Engineer DevOps

San Jose, CA, United States

Senior Software Engineer DevOps

San Jose, CA, United States

Systems Design Engineer Intern

San Jose, CA, United States

Embedded Software Engineer

San Jose, CA, United States

Global Sales Finance Analyst - Revenue

San Jose, CA, United States

EDA (Place & Route) Engineer

San Jose, CA, United States

Senior Pricing & Quoting Analyst

San Jose, CA, United States

Staff Customer Quality Engineer

San Jose, CA, United States

Senior DSP Software Engineer

San Jose, CA, United States

Staff Software (EDA) Engineer

San Jose, CA, United States

Heterogenous MultiCore Compiler Engineer

San Jose, CA, United States

FPGA Design Engineer

San Jose, CA, United States

Staff SoC Verification Engineer - PCIe

San Jose, CA, United States

Senior Hardware Design Engineer

San Jose, CA, United States

SerDes Architecture and Modeling Engineer

San Jose, CA, United States