Senior / Mid-Level Machine Learning Engineer (Audio Applications) Job at TetraMem - Accelerate The World, Fremont, CA

cTJOTDlzdENNM3JzdzIrQklpVmZRekVTZEE9PQ==
  • TetraMem - Accelerate The World
  • Fremont, CA

Job Description

Responsibilities:

  • Develop, optimize, and deploy lightweight machine learning models for edge AI applications, particularly for audio processing.
  • Implement and optimize ML models on embedded platforms, including FPGA and custom ASIC solutions.
  • Work closely with hardware and software teams to integrate ML models into production systems.
  • Research and implement state-of-the-art ML techniques to enhance model efficiency, latency, and power consumption for embedded AI applications.
  • Improve inference efficiency and model compression techniques, including quantization, pruning, and knowledge distillation.
  • Collaborate with cross-functional teams to drive innovation and contribute to the overall system architecture.
  • Provide technical leadership and mentorship to junior engineers.
  • Publish research findings, present at conferences, and contribute to open-source projects when applicable.

Requirements:

  • 5+ years of experience or PhD in Computer Science, Electrical Engineering, or related fields.
  • Strong experience in machine learning, with a focus on edge AI and lightweight model deployment.
  • Expertise in ML frameworks such as PyTorch, TensorFlow, JAX.
  • Proficiency in programming languages such as C/C++, Python, and experience with ML model optimization.
  • Ability to work independently and collaboratively in a fast-paced startup environment.

Experience in one or more of the following areas considered a strong plus:

  • Understanding of ML compiler and runtime design.
  • Experience working with tools such as Optimum, ONNX, TensorRT, TFLite/LiteRT, ncnn, or CoreML.
  • Familiarity with hardware acceleration techniques.
  • Experience in embedded system development.

Job Tags

Similar Jobs

Crown Cork & Seal USA, Inc. Careers

Machinist Job at Crown Cork & Seal USA, Inc. Careers

 ...and driven individuals. Crown Cork and Seal USA, Inc., a world leader in the Packaging Industry has an immediate opening for a Machinist for its Specialty Packaging operation in Belcamp, MD. Ideal candidate will have at least 3 - 5 years experience. A Machinistis... 

GT Supplies Inc

CDL Flatbed Tractor Trailer Driver Job at GT Supplies Inc

 ...Company specializing in the rebuilding and transporting of Waste Equipment. Job Details: Looking for Class A driver with Flatbed tractor trailer Experience. Experience with operating a Roll Off Container & Container Delivery truck is a Plus. Great Equipment... 

USA Labor Services

Mail Carrier - $26.47 - $43.62/hour Job at USA Labor Services

 ...customers at USPS retail locations. No experience necessary - comprehensive training provided! WHAT YOU'LL DO: Assist customers with mailing needs and postal products Process transactions and handle payments Answer questions about services and regulations Maintain... 

Banner Health

Anesthesiologist Openings-Banner University Medicine Phoenix: $519K + Incentives Job at Banner Health

 ...Banner University Medical Group is actively recruiting for full-time and part-time Anesthesiologists with a range of experience in general...  ...s everything that makes you uniquely you, from your emotional health to your family, to your satisfaction at work. We design your... 

Veyo

Part-Time Driver - $10,000 Guarantee - Morning/Afternoon Job at Veyo

Have a car? Earn a $1,000 BONUS + $10,000 GUARANTEE* when you sign up to help transport others to healthcare appointments in your own vehicle around North Central and Northwest Wisconsin! At Veyo, we help people get to and from their non-emergency medical appointments....