Sensor Modeling Engineer
Apple
Cupertino, CA
sensor
modeling
engineer
apple
sensor
modeling
simulation
analysis
software
evaluation
data
sensors
engineering
May 26, 2023
Apple
Cupertino, CA
FULL_TIME
Summary
Posted:
Role Number:200440759
One of Apple's R&D groups is currently seeking a senior perception sensor modeling, simulation and analysis engineer. This engineer will develop parametric representations, visualizations and data driven analysis to support sensor requirements definition and perception use case validation. Candidate will be exposed to a wide variety of sensor types and unique configurations. Typical work include software models representing sensors, simulation & scenario frameworks punctuated with written and verbal presentations of analysis/results. Does working on autonomous technology excite you? Innovation is in your hands! We are ready to help you help us grow.
Key Qualifications
- Skilled in the of development, theory, and design of sensor modeling and simulation techniques
- Fundamental understanding of optical modeling, ray tracing, and geometric evaluation of sensor data products
- Past experience building parametric evaluation frameworks for sensitivity studies (eg. Monte Carlo), and analyzing the resulting large data sets
- Experience working with internal customers to define key performance indicators and metric evaluation methods for sensing systems
- Intimate knowledge of sensor system engineering process (Use Cases, Requirements, V&V)
- Experience developing sensor specifications for use in downstream ML applications
- Experience with Lidar technology for applications
- Experience with photorealistic sensor rendering software
- Extensive experience in scalable scientific computing (Matlab & Python)
Description
In this role you will partner with other sensor and autonomy algorithm subject matter experts to create a scaleable sensor evaluation system. You will: Maintain a strong relationship with internal customers, hardware/software teams, and external vendors Create representative models used to analyze performance for sensor fusion, perception and machine learning use cases Create characterization plans (for other teams) to help populate and validate modeling assumptions Identify performance bounding use cases, aggressors and environments Perform simulation and analysis to support use cases and requirements/specs
Education & Experience
M.S. in Engineering minimum of 5 years of industry experience PhD in Engineering minimum of 3 years of industry experience
Additional Requirements
- Experience with depth sensors (LiDAR, Radar, Ultrasonics) and cameras
- Experience with 3d trajectory generation (equations of motion) and applicability to depth sensors
- Understanding of Computer Vision and State Estimation fundamentals
- Experience implementing and releasing software/algorithms
- Familiarity and experience with perception algorithms (detection, classification, tracking, etc...)
- Proficiency in C and source control (eg. GIT)
Pay & Benefits
- At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $150,000 and $269,000, and your base pay will depend on your skills, qualifications, experience, and location.
Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. about Apple Benefits.
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
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