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

good day farm

General Manager Job at good day farm

 ..., and ensures a wonderful patient experience. Provides a wonderful experience for the patient. Advises patients on suitable cannabis products based on their needs, preferences, budgets, and reactions to different strains of cannabis. Keeps abreast of new cannabis... 

Commonwealth Medical Services

Pulmonary Critical Care MD/DO New York Job at Commonwealth Medical Services

 ...Pulmonary Critical Care MD/DO - New York Commonwealth Medical Services is seeking an experienced and compassionate Pulmonary Critical Care physician to join our esteemed team in New York. This role is ideal for a dedicated clinician who is passionate about patient... 

Government Jobs

Administrative Specialist 2 Confidential Job at Government Jobs

Municipal Court Services Division Position If another position becomes available within five months of this recruitment's closing date, the applicant pool from this posting may be used to fill additional vacancies. When you come to work for New Jersey Judiciary you...

Aldi Inc.

Part-Time Store Associate/Cashier/Stocker (Hiring Immediately) Job at Aldi Inc.

 ...service and more. See whats in store. Apply today! Position Type: Part-Time Average Hours: Fewer than 30 hours per week Starting Wage:...  ..., and cardboard baler Stocker: ALDI Stockers must have morning availability to accommodate store operational responsibilities... 

Electra Aero

0190 - Test Pilot Job at Electra Aero

 ...Test Pilot About Electra Electras next gen mission is to develop Ultra Short aircraft, built for Direct Aviation. We are redefining the next level of connectivity, pioneering direct aviation without airports, emissions, or noise. Electras Ultra Short aircraft...