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

Prestige Staffing

UX/UI Designer - Mid - Level Job at Prestige Staffing

UX/UI Designer Pay:$130,000-150,000 Location: Remote Summary We are seeking a talented UX/UI Designer to join a fast-growing fintech startup specializing in innovative, data-rich enterprise solutions for the financial industry. This role offers an exciting opportunity... 

CrunchCare

Part-Time Nanny, Grass Valley Job at CrunchCare

Part-Time Nanny Grass Valley, CA Schedule: Monday 7:30 AM3:30/4:00 PMThursday 7:30 AM3:30/4:00 PMFriday 7:30 AM1:30 PM(Approximately 2223 hours per week, with flexibility for date nights and occasional weekends as needed) Compensation: $22$25/hour (W2) Child...

Ryder

Inventory Clerk I Job at Ryder

 ...Ryder is immediately hiring a Permanent Full Time Inventory Cycle Counter / Warehouse Associate in Whitestown, Indiana Warehouse Positions Pay Weekly. Hourly Pay $20.20 per hour. Overtime Pay: $30.30 per hour. Schedule: Day Shift Monday - Friday 11:0 Inventory Clerk, Inventory... 

KOL Bio-Medical

Territory Sales Manager Job at KOL Bio-Medical

 ...Job Description Company Description KOL Bio-Medical, founded in 1971, Virginia, specializes in bringing emerging medical technologies...  ...Description This is a full-time on-site role as an Territory Sales Manager located in New York, NY at KOL Bio-Medical. The... 

Haleiwa Joe's

Prep Chef Job at Haleiwa Joe's

 ...-High energy and prefers a fast-paced work environment -Eager to learn new kitchen techniques -Desires mentorship from our team of Chefs -Wants to work in a restaurant but hasnt had the opportunity yet Do you have experience with -Working with a team -Listening to instructions...