Embedded DSP Engineer
Sunnyvale, California
Employer: Meta
Industry:
Salary: Competitive
Job type: Full-Time
Embedded DSP Engineer
Apply to this job
Location pin icon
Sunnyvale, CA • Redmond, WA • Austin, TX • San Diego, CA + 3 more
- Hide
Apply to this job
Reality Labs (RL) focuses on connecting people through Virtual Reality (VR) and Augmented Reality (AR). The compute performance and power efficiency requirements of these products require custom silicon. The Silicon team is driving the state of the art forward with breakthroughs in computer vision, machine learning, mixed reality, graphics, displays, sensors, and new ways to map the human body. We believe the only way to achieve our goals is to look at the entire stack, from transistors, through architecture, to firmware, and algorithms. We are seeking an Embedded DSP Engineer who is excited about introducing groundbreaking capabilities in the fields of computer vision (CV), machine learning (ML), and imaging (ISP), Audio, Graphics and Display, through efficient implementation of algorithms on custom DSPs, and HW/SW partitioning and co-design of complex embedded algorithms into custom DSP + HW accelerators. The successful candidate will be required to optimize kernels and libraries from high to low-level coding for current and future in-house heterogeneous compute platforms across custom DSPs and CPUs, or other ISA programmable cores (e.g. Gfx). They will also have the opportunity to contribute in defining architectural requirements and ISA by working with multidisciplinary teams and providing detailed design specifications of such compute platforms.
Embedded DSP Engineer Responsibilities
Minimum Qualifications
Preferred Qualifications
For those who live in or expect to work from California if hired for this position, please click here for additional information.
Start preparing
Learn about how to prepare for your interview with our interview guide, tips, and interactive experiences.
Visit interview prep
Locations
Warning notice
Your browser doesn't support mapbox-gl library. To see the map, turn on WebGL in your browser settings and try again.
Data Center
About Meta
Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today-beyond the constraints of screens, the limits of distance, and even the rules of physics.
Meta is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to accommodations-ext@fb.com .
$177,000/year to $251,000/year + bonus + equity + benefits
Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
Apply to this job
Location pin icon
Sunnyvale, CA • Redmond, WA • Austin, TX • San Diego, CA + 3 more
- Hide
Apply to this job
Reality Labs (RL) focuses on connecting people through Virtual Reality (VR) and Augmented Reality (AR). The compute performance and power efficiency requirements of these products require custom silicon. The Silicon team is driving the state of the art forward with breakthroughs in computer vision, machine learning, mixed reality, graphics, displays, sensors, and new ways to map the human body. We believe the only way to achieve our goals is to look at the entire stack, from transistors, through architecture, to firmware, and algorithms. We are seeking an Embedded DSP Engineer who is excited about introducing groundbreaking capabilities in the fields of computer vision (CV), machine learning (ML), and imaging (ISP), Audio, Graphics and Display, through efficient implementation of algorithms on custom DSPs, and HW/SW partitioning and co-design of complex embedded algorithms into custom DSP + HW accelerators. The successful candidate will be required to optimize kernels and libraries from high to low-level coding for current and future in-house heterogeneous compute platforms across custom DSPs and CPUs, or other ISA programmable cores (e.g. Gfx). They will also have the opportunity to contribute in defining architectural requirements and ISA by working with multidisciplinary teams and providing detailed design specifications of such compute platforms.
Embedded DSP Engineer Responsibilities
- Code CV, ML, Imaging, Graphics, Audio algorithms on customized processors, and accelerators in C and/or C++ for performance, latency, power, and memory.
- Perform low-level SW optimization at instruction level by loop optimization, vectorization, pipelining, data layout re-organization and cache/memory management.
- Influence algorithm and application optimizations in the context of low-power edge devices, including memory footprint vs compute trade-offs, accuracy KPI vs power/latency.
- Study state of the art algorithms in the field of CV, ML, Imaging, Audio to develop appropriate SW-HW partitioning.
- Contribute in architecting custom processor and DSP ISA and uArch, for accelerating the target workloads.
- As a DSP Embedded Engineer, step into and work closely with DSP HW architects, FW engineers, algorithm and application engineers across multiple disciplines (Vision, Audio, Graphics, ML).
- Engage in building compute IP demos, and perform characterization and micro-benchmarking for design feedback on power and performance.
Minimum Qualifications
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
- 5+ years experience in CPU/DSP architecture, ISAs such as ARM, Tensilica, RISC-V, x86.
- Experience with low-level SW optimization, loop optimization, data organization and caching.
- Knowledge of ISA fundamental and experience programming in SIMD, VLIW, and/or Vector processors and/or custom ISA extensions.
- Familiarity with embedded programming (IPC, synchronization, debug, scheduling, memory management), RTOS and their trade-offs and requirement.
Preferred Qualifications
- MS or PhD in EE/CS.
- Experience with methods for partitioning a solution across hardware and software, and other multi-disciplinary boundaries in a system solution.
- Knowledge or experience in the field of computer vision.
- Knowledge or experience in audio and speech processing and pipeline (capture, render, codec).
- Knowledge or experience in graphics and compute shading, and programming frameworks such as OpenCL, CUDA, OpenGL or Vulkan.
- Knowledge or experience in image sensor processing (ISP).
For those who live in or expect to work from California if hired for this position, please click here for additional information.
Start preparing
Learn about how to prepare for your interview with our interview guide, tips, and interactive experiences.
Visit interview prep
Locations
Warning notice
Your browser doesn't support mapbox-gl library. To see the map, turn on WebGL in your browser settings and try again.
Data Center
About Meta
Meta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today-beyond the constraints of screens, the limits of distance, and even the rules of physics.
Meta is committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to accommodations-ext@fb.com .
$177,000/year to $251,000/year + bonus + equity + benefits
Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
Created: 2024-09-09
Reference: 345428121698055
Country: United States
State: California
City: Sunnyvale
ZIP: 95002
Similar jobs:
-
Software Engineer, Audio Embedded DSP - Reality Labs
Meta in Sunnyvale, California -
Lead, DSP Software Engineer
L-3 Technologies in Carlsbad, California -
Sr. Software Dev Eng.- Audio, DSP and Data Engineering
Amazon in Sunnyvale, California💸 $151300 per year -
Embedded 5G/4G Cellular Physical Layer DSP Firmware Engineer
Apple in San Diego, California -
Lead, DSP Software Engineer
L-3 Technologies in Carlsbad, California -
Specialist, DSP Software Engineer
L-3 Technologies in Carlsbad, California💸 $90000 - $167000. per year -
Audio DSP ML Algorithms Engineer, Electronic Systems
Tesla Motors in Palo Alto, California -
Senior Wireless System Engineer - DSP for Power Amplifier Linearization
Apple in Cupertino, California -
Software Engineer, Audio Embedded DSP
Meta in Sunnyvale, California -
Senior Wireless System Engineer - DSP for Radio systems
Apple in Cupertino, California -
Sr. Audio DSP Engineer, Audio and Data Technology
Amazon in Sunnyvale, California💸 $151300 per year -
Senior Wireless System Engineer - DSP for Power Amplifier Linearization
Apple in San Diego, California -
Sr. Audio DSP Engineer, Audio and Data Technology
Amazon in Sunnyvale, California💸 $151300 per year -
Sr. Software Dev Eng.- Audio, DSP and Data Engineering
Amazon in Sunnyvale, California💸 $151300 per year -
Senior Wireless System Engineer - DSP for Radio systems
Apple in San Diego, California -
Embedded 5G/4G Cellular Physical Layer DSP Firmware Engineer
Apple in Sunnyvale, California -
Scientist, DSP Software Engineer - NGJ
L-3 Technologies in Carlsbad, California -
Specialist, DSP Software Engineer - NGJ
L-3 Technologies in Carlsbad, California💸 $90000 - $167000. per year -
Scientist, DSP Software Engineer
L-3 Technologies in Carlsbad, California -
Senior Wireless System Engineer - DSP for Power Amplifier Linearization
Apple in Cupertino, California