Full-Time

CAD ML Timing Optimization Engineer

Confirmed live in the last 24 hours

Apple

Apple

10,001+ employees

Designs and sells consumer electronics and software

VR & AR
Consumer Software
Fintech
Consumer Goods

Expert

Austin, TX, USA

Category
Applied Machine Learning
Deep Learning
AI & Machine Learning
Required Skills
CAD
Python
Data Science
C/C++
Data Analysis
Requirements
  • 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.
  • 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.
Responsibilities
  • 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.

Apple Inc. designs, manufactures, and sells a variety of technology products and services, including iPhones, iPads, Mac computers, Apple Watches, and Apple TVs. The company also offers services like the App Store, Apple Music, iCloud, and Apple Pay. Apple's products work together seamlessly, providing users with a cohesive experience across devices. This integration is a key differentiator from competitors, as it allows for a smooth transition between hardware and software. Additionally, Apple has expanded into financial services with products like the Apple Card, which offers cash back on purchases, and a trade-in program that encourages device upgrades while promoting recycling. The company's goal is to maintain its leadership in the technology market by continuously innovating and enhancing user experiences, particularly in areas like spatial computing.

Company Stage

IPO

Total Funding

$619.1K

Headquarters

Cupertino, California

Founded

1976

Simplify Jobs

Simplify's Take

What believers are saying

  • Redesigned Magic Mouse could improve customer satisfaction and address user complaints.
  • Secure Vault feature may attract privacy-conscious users to Apple's ecosystem.
  • Project Titan could diversify Apple's offerings into the growing electric vehicle market.

What critics are saying

  • Legal issues in DR Congo may affect Apple's supply chain and reputation.
  • Competition from Jio Cloud may pressure Apple's iCloud to improve offerings.
  • Magic Mouse redesign could lead to increased production costs and potential delays.

What makes Apple unique

  • Apple's integrated hardware and software create a seamless user experience.
  • The Secure Vault feature in iOS 18.2 enhances privacy for sensitive photos.
  • Apple's foldable device plans show commitment to innovation in new tech segments.

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