Demo

CAD ML Timing Optimization Engineer

Apple
Austin, TX Full Time
POSTED ON 12/26/2024
AVAILABLE BEFORE 2/26/2025

Summary

Posted:
Role Number:200569926
Do you love creating elegant solutions to highly complex challenges? Do you intrinsically see the importance in every detail? As part of our Silicon Technologies group, you’ll help design and manufacture our next-generation, high-performance, power-efficient processor and system-on-chip (SoC). You’ll ensure Apple products and services can seamlessly and efficiently handle the tasks that make them beloved by millions. Joining this group means you’ll be responsible for crafting and building the technology that fuels Apple’s devices. We invite you to help deliver the next groundbreaking Apple products! In this highly visible role as a key technical member of the Design Methodology and Tools team, you are an integral part of the effort to improve the performance of Apple silicon. You will be responsible for delivering industry-leading solutions for design optimization, design closure, and visualization. Combining machine learning algorithm application with practical design know-how and software engineering best practices, you will help to differentiate and streamline Apple’s silicon engineering methods.

Description

As a CAD ML Timing Optimization Engineer, you will: - Deliver methodology and tool solutions for static timing closure and power optimization. - Apply data science and ML analytics to quantify, mine, and predict intriguing patterns. - Deploy innovative modeling and optimization approaches to achieve globally optimal targets. - Prudently apply best-in-class learning algorithms to deliver value-adding design solutions. - Pursue deep analysis of design implementation alternatives to isolate key issues and identify appropriate ECO remedies. - Implement code infrastructure to facilitate analytics and visualization. - Collaborate with silicon design, CAD, and EDA partners to identify flow deficiencies and enact creative solutions.

Minimum Qualifications

  • Minimum BS and 10 years of relevant industry experience.
  • Software engineering background using Python and C .
  • Experience in applying ML and/or GPU accelerated approaches to problems.
  • Prior usage of optimization algorithms, data modeling, and graphs.

Key Qualifications

Preferred Qualifications

  • Hands on experience in static timing analysis and/or design optimization flows.
  • Familiarity with timing and power ECO techniques for high performance processor designs.
  • Solid understanding of Physical Design challenges, proficiency with place and route tools and implementation exploration.
  • Experience using a variety of deep learning libraries and infrastructure.
  • Strong analytical skills and ability to identify and communicate high ROI opportunities.

Education & Experience

Additional Requirements

  • Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant.

If your compensation planning software is too rigid to deploy winning incentive strategies, it’s time to find an adaptable solution. Compensation Planning
Enhance your organization's compensation strategy with salary data sets that HR and team managers can use to pay your staff right. Surveys & Data Sets

What is the career path for a CAD ML Timing Optimization Engineer?

Sign up to receive alerts about other jobs on the CAD ML Timing Optimization Engineer career path by checking the boxes next to the positions that interest you.
Income Estimation: 
$74,901 - $86,706
Income Estimation: 
$86,732 - $101,718
Income Estimation: 
$60,778 - $75,025
Income Estimation: 
$73,120 - $92,318
Income Estimation: 
$73,120 - $92,318
Income Estimation: 
$91,158 - $113,466
Income Estimation: 
$91,158 - $113,466
Income Estimation: 
$119,470 - $150,512
Income Estimation: 
$119,470 - $150,512
Income Estimation: 
$137,126 - $185,302

Sign up to receive alerts about other jobs with skills like those required for the CAD ML Timing Optimization Engineer.

Click the checkbox next to the jobs that you are interested in.

  • AI -Artificial Intelligence Skill

    • Income Estimation: $111,952 - $152,664
    • Income Estimation: $128,831 - $170,669
  • Analysis of Algorithms Skill

    • Income Estimation: $125,799 - $152,617
    • Income Estimation: $143,348 - $175,383
View Core, Job Family, and Industry Job Skills and Competency Data for more than 15,000 Job Titles Skills Library

Job openings at Apple

Apple
Hired Organization Address Beaverton, OR Full Time
Summary Posted: Oct 2, 2024 Role Number: 200570416 Do you love creating elegant solutions to highly complex challenges? ...
Apple
Hired Organization Address Beaverton, OR Full Time
Summary Posted: Oct 3, 2024 Role Number: 200571637 Do you love creating elegant solutions to highly complex challenges? ...
Apple
Hired Organization Address Louisville, KY Full Time
As a Specialist, you’re highly skilled at uncovering customers’ needs, then following through with enlightening solution...
Apple
Hired Organization Address Seattle, WA Full Time
Summary Posted: Aug 26, 2024 Weekly Hours: 40 Role Number: 200565169 Apple Services Engineering (ASE) first delighted us...

Not the job you're looking for? Here are some other CAD ML Timing Optimization Engineer jobs in the Austin, TX area that may be a better fit.

CAD Engineer/Static Timing Analysis

Advanced Micro Devices, Inc, Austin, TX

HPC Optimization Engineer-AI/ML

Advanced Micro Devices, Inc, Austin, TX

AI Assistant is available now!

Feel free to start your new journey!