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

SBH Health System

Beauty Advisor Sally Beauty Job at SBH Health System

 ...Sally Beauty Advisor By working at Sally Beauty, you would be part of the largest hair and beauty supplier in the world and we are on a mission to empower our customers to express themselves through hair and we need passionate and talented people to make this happen... 

Konik

Interior Designer Job at Konik

 ...Interior Designer Direct Hire | Eden Prairie, MN | $58k - $65k Konik is partnering with a full-service office furniture dealership seeking an Interior Designer to design and advise on furniture plans for Healthcare, Corporate, and Government projects. This role... 

Vynca

Case Manager Job at Vynca

 ...home. About the job Internal Title: Clinical Lead Care Manager We're seeking an exceptional Clinical Lead Care Manager (CLCM...  ...agreement about the clients needs and care. The CLCM manages client cases, coordinates health care benefits, provides education and... 

Ulta Beauty

Beauty Retail Operations Specialist Job at Ulta Beauty

 ...A leading beauty retailer in New Jersey is seeking a Task Associate to ensure operational excellence and provide exceptional experiences for all guests. Responsibilities include maintaining store cleanliness, stocking merchandise, and supporting management. Ideal candidates... 

FedEx

Package Handler - Part Time (Warehouse like) Job at FedEx

 ...scheduling that helps balance your work and personal life. ~ Valuable employee discounts on things like cell phone plans, electronics, cars and restaurants. ~ Free Purple Pathways career development program for all Federal Express Corporation (FEC) employees. ~ Paid...