Annapurna Labs
Technology
PDEngineer
Neural analysis suggests this role is
optimal for Mid+ candidates.
“PD Engineer at Annapurna Labs. Skills: Machine Learning Acceleration, Hardware design, Physical design. Drive block physical implementation. Develop cloud infrastructure”
What You'll Achieve.
Deliver world-class customer experience; Improve products' performance; Improve products' quality; Improve products' cost
Industry & Context.
Timing closure; IR drop analysis; Congestion analysis
What They're Looking For.
Must Have
Bachelor's degree in Electrical Engineering, Block Design using EDA tools, Deep understanding on sign-off activities
Nice to Have
Experience in machine learning applications, Experience with written and verbal communication, Expertise using CAD tools, 4+ years of integrating IP, Experience in extraction of design parameters, Meets/exceeds Amazon’s leadership principles, Meets/exceeds Amazon’s functional/technical depth
What You'll Do.
Drive block physical implementation
Develop cloud infrastructure
Drive improvement in RTL2GDS flows
Create Dashboard/central reports
Interface directly with teams
Work with EDA tool vendors
How You'll Work.
Team & Collaboration
Interface with RTL; Interface with Package Design; Interface with DFT
Communication Scope
Presentation
Process & Methodology
Project tracking
Full Job Description
As a member of the Cloud-Scale Machine Learning Acceleration team you’ll be responsible for the design and optimization of Hardware in our data centers including technologies such as AWS Inferentia which is a machine learning inference product designed to deliver high performance at low cost. You’ll provide leadership in the application of new technologies to large scale deployments in a continuous effort to deliver a world-class customer experience. This is a fast-paced, intellectually challenging position, and you’ll work with thought-leaders in multiple technology areas. You’ll have relentlessly high standards for yourself and everyone you work with, and you’ll be constantly looking for ways to improve our products' performance, quality and cost. We’re changing an industry, and we want individuals who are ready for this challenge and want to reach beyond what is possible today. Key job responsibilities - Drive block physical implementation through synthesis, floor planning, bus / pin planning, place and route, power/clock distribution, congestion analysis, timing closure, IR drop analysis, physical verification, ECO and sign-off - Develop cloud infrastructure to support physical design work. - Drive improvement in RTL2GDS flows/methodology for PPA and TAT improvement. - Create Dashboard/central reports for project tracking and visualizing QoR/stats - Interface directly with RTL, Package Design, DFT and other teams to improve methodologies and efficiencies and drive efforts to resolution. - Work with EDA tool vendors to evaluate new tools, solve bugs, improve usability, etc. Basic Qualifications: - Bachelor's degree in Electrical Engineering or a related field - Block Design using EDA tools (examples: Cadence, Mentor Graphics, Synopsys, or Others) including synthesis, equivalency verification, floor planning, bus / pin planning, place and route, power/clock distribution, congestion analysis, timing closure, IR drop analysis, physical verification, and ECO - Deep u
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