Sensing HW - Algorithm Systems Engineer

San Francisco, CA, US • Posted 30+ days ago • Updated 8 hours ago
Full Time
On-site
Fitment

Dice Job Match Score™

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Job Details

Skills

  • iPhone
  • iPad
  • User Experience
  • Conflict Resolution
  • Problem Solving
  • Innovation
  • Prototyping
  • Computer Hardware
  • Analytical Skill
  • Negotiations
  • Functional Requirements
  • Collaboration
  • Firmware
  • Art
  • Sensors
  • Signal Processing
  • Estimating
  • Linear Algebra
  • Probability
  • Python
  • MATLAB
  • Electrical Engineering
  • Mathematics
  • Physics
  • Training
  • Optimization
  • Algorithms
  • Machine Learning (ML)
  • Data Processing
  • PyTorch
  • Pandas
  • JAX
  • Modeling
  • Level Design
  • Communication

Summary

The Sensing Architecture team develops cutting-edge sensor solutions and technologies that are central to Apple's products, including the iPhone, iPad, MacBooks, and more. The key goal of the Sensing Architecture team is to enable the world's best user experience through seamless device interactions. New challenges arise every day that require the sharp problem-solving skills of talented individuals. The team features a collaborative and hands-on environment that fosters engineering excellence, creativity, and innovation.

Description

You will be responsible for developing advanced sensing algorithms for future Apple products. This will involve algorithm prototyping, algorithm performance bounding and validation, and assessing sensor hardware and performance requirements. You will be designing new sensing algorithm architectures using a variety of techniques such as analytical modeling, ML methods, statistical signals processing, and classical algorithms/optimization methods to characterize and validate system performance. Development and negotiation of cross-functional requirements to ensure subsystem performance will be a key part of the role, and as such you will collaborate closely with Electrical Engineering and Firmware teams to create state-of-the-art sensor solutions.

Minimum Qualifications

BS and a minimum of 10 years relevant industry experience

Strong background in image/signal processing, estimation/inference, or machine learning

Strong engineering math background (e.g. applied linear algebra, probability)

Strong programming skills in high level languages like Python/Matlab

Preferred Qualifications

MS or PhD in Electrical Engineering, Applied Math or Physics

Multi-disciplinary understanding of EE and Physics principles

Experience with analyzing large datasets and developing data processing pipelines

Experience with training/validation for statistical inference or ML/DL algs

Experience with algorithm optimization for HW constraints (e.g. compute, memory, power)

Experience with establishing quantitative algorithm performance benchmarks

Experience with ML frameworks and data processing packages (eg PyTorch, SciPy, pandas, jax)

Experience in modeling complex cross-disciplinary systems

Experience in system-level design of imaging or sensing systems

Excellent written and verbal communication skills
Employers have access to artificial intelligence language tools (“AI”) that help generate and enhance job descriptions and AI may have been used to create this description. The position description has been reviewed for accuracy and Dice believes it to correctly reflect the job opportunity.
  • Dice Id: 90733111
  • Position Id: 136494b0d9dceb504c76f7439a902b69
  • Posted 30+ days ago
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