Audio DSP Algorithms Engineer
Tesla - Palo Alto, CA, United States
Work at Tesla
Overview
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Overview
Tesla is seeking a Audio DSP Algorithms Engineer who has had 5+ years of design and implementation experience in developing audio algorithms. This engineer should have a strong mathematical foundation in signal processing, and a strong understanding of the design of embedded systems. This engineer must thrive in a start-up company environment with great opportunities for growth and spectacular achievement.
Responsibilities
- Develop audio signal processing for next generation Tesla vehicles: acoustic rendering for playback, speech enhancement, acoustic detection, etc.
- Define algorithm blocks and their integration into the larger system
- Conduct end to end studies for algorithm development, tuning, and validation
- Prototype the algorithm in MATLAB/Python
- Implement the algorithm in C/C++ to run on device
- Validate the algorithm/implementation and set up scripts to assist validation
- Define validation test plans across the range of possible corner cases to ensure audio quality
- Root cause and troubleshoot algorithm performance issues across the entire acoustic/electronics/software stack
- Define and document system and component requirements for algorithm performance on prospective platforms, incorporating acoustic, hardware, and software dependencies
- Work cross functionally with other teams within Tesla and drive the timely implementation of dependencies
- 2+ years of experience in embedded C/C++ programming, board bring-up, profiling, optimization, simulation, and various levels of testing (SW only, HW/SW integration, etc.)
- 2+ years of experience in MATLAB or Python for scientific/mathematical problem solving as well as testing and data analysis
- Experience developing and implementing one or more of the following on embedded platforms: beamforming - MVDR, GSC, multichannel Wiener filter - multichannel blind source separation, multichannel echo cancellation, Kalman filter, adaptive filters
- Strong mathematical skills - advanced linear algebra, calculus, and optimization
- Experience with the following is a plus: stochastic signal processing, signal detection and estimation, 3D sound, HRTFs, crosstalk cancellation, dereverberation, blind deconvolution, direction of arrival estimation, machine learning, sound event detection, anomaly detection
- Signal processing intuition regarding time/frequency duality, implications of discrete time signal processing, and implementation details on fixed/floating point architectures
- Solid acoustics intuition
- Adept at working with cross functional team-members from multiple disciplines to reach fact-based decisions
- Strong problem solving skills and desire to work in fast paced environment
Benefits
Along with competitive pay, as a full-time Tesla employee, you are eligible for the following benefits at day 1 of hire:
- Aetna PPO and HSA plans > 2 medical plan options with $0 payroll deduction
- Family-building, fertility, adoption and surrogacy benefits
- Dental (including orthodontic coverage) and vision plans, both have options with a $0 paycheck contribution
- Company Paid (Health Savings Account) HSA Contribution when enrolled in the High Deductible Aetna medical plan with HSA
- Healthcare and Dependent Care Flexible Spending Accounts (FSA)
- 401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits
- Company paid Basic Life, AD&D, short-term and long-term disability insurance
- Employee Assistance Program
- Sick and Vacation time (Flex time for salary positions), and Paid Holidays
- Back-up childcare and parenting support resources
- Voluntary benefits to include: critical illness, hospital indemnity, accident insurance, theft & legal services, and pet insurance
- Weight Loss and Tobacco Cessation Programs
- Tesla Babies program
- Commuter benefits
- Employee discounts and perks program
- Expected Compensation
$111,200 - $433,680/annual salary + cash and stock awards + benefits
Pay offered may vary depending on multiple individualized factors, including market location, job-related knowledge, skills, and experience. The total compensation package for this position may also include other elements dependent on the position offered. Details of participation in these benefit plans will be provided if an employee receives an offer of employment.