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
Machine Learning
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.
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.
Desired 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.

Apple Inc. designs 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. Its products work together seamlessly, providing users with a cohesive experience across devices. Apple differentiates itself from competitors through its integrated approach, where it controls both hardware and software, ensuring high-quality performance and user satisfaction. The company's goal is to enhance customer loyalty and drive financial success through continuous innovation and a strong focus on user experience.

Company Stage

IPO

Total Funding

$619.1K

Headquarters

Cupertino, California

Founded

1976

Simplify Jobs

Simplify's Take

What believers are saying

  • Apple's sustainability efforts enhance its brand image among eco-conscious consumers.
  • Expansion into the smart home market could increase Apple's market share.
  • The Apple Store app launch in India targets a fast-growing smartphone market.

What critics are saying

  • AI News Summary feature spreading misinformation could damage Apple's reputation.
  • Delays in OLED MacBook Air plans may affect Apple's competitive edge.
  • Transition of Apple Card partners could disrupt financial services and customer experience.

What makes Apple unique

  • Apple's integrated hardware and software create a seamless user experience.
  • The Apple Card offers unique financial incentives, enhancing customer loyalty.
  • Apple's spatial computing innovations provide immersive experiences without physical controllers.

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Benefits

Health Insurance

Dental Insurance

401(k) Retirement Plan

401(k) Company Match

Tuition Reimbursement

Performance Bonus

Relocation Assistance

Employee Stock Purchase Plan