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

Geisinger

Case Manager Job at Geisinger

 ...Cleans and sets up examination and treatment rooms between cases, ensures required levels of asepsis, availability of appropriate...  ...and domestic partners. Perhaps just as important, from senior management on down, we encourage an atmosphere of collaboration, cooperation... 

SERVICE PROS INTALLATION GROUP, INC

Tile Installer - Subcontractor Job at SERVICE PROS INTALLATION GROUP, INC

 ...Job Description Job Description Description: Our company is seeking talented and experienced Tile Subcontracting Flooring Installers who enjoy the freedom of being their own boss. We provide the jobs, the subcontractor must manage their crews to perform assigned... 

Abbeville Dentistry, Abbeville Dentistry

Temp- General Dentist- $1000 Daily Rate Job at Abbeville Dentistry, Abbeville Dentistry

 ...Description Temp General Dentist Job ID: 10630 Location: Various Abbeville Dental practices in the following areas;Amarillo, Levelland, Lubbock,Midland,Odessa,Big Spring, Brownwood, and Abilene. Salary: $1,000 per day worked plus travel compensation... 

DRiV Incorporated

Process Engineer Job at DRiV Incorporated

 ...candidate should also be able to recommend improvements to the process through the tracking of metrics and reporting of data. The...  ...Bachelor's degree or equivalent experience in Mechanical Engineering Familiarity with process control Excellent written and oral... 

Butler Machinery Company

HR Generalist Job at Butler Machinery Company

 ...Job Description Job Description Are you an HR professional with at least 3 years of experience, looking for a rewarding career opportunity, with a company rated one of the top 50 Best Places to Work in North Dakota? If youre energetic, willing to grow and learn in...