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

Boeing

Lead or Senior Mechanical Systems Design & Analysis Engineer (Ordnance) Job at Boeing

Job Description Job Description At Boeing, we innovate and collaborate to make the world a better place. Were committed to fostering an environment for every teammate thats welcoming, respectful and inclusive, with great opportunity for professional growth. Find...

Lyle Health - Healthcare Recruitment Experts

Physician Assistant - New Graduates! Job at Lyle Health - Healthcare Recruitment Experts

 ..., Oregon area is seeking a physician assistant or nurse practitioner to join their team for an exciting new role! The surgeons and current APPs are very open...  ...candidates with experience as well as new graduates. This position is a full-time Monday-Friday role... 

JDK Management Company

Restaurant Manager | Perkins American Food Co. | Mansfield Job at JDK Management Company

 .... Its the cornerstone of our company and the thing that keeps us going after all these years. With nearly 300 company-owned and franchised locations in 32 states and two Canadian provinces, were pretty proud of how far weve come. Perkins American Food Co. is franchised... 

LoanMax Title Loans

Bilingual Customer Service Rep Job at LoanMax Title Loans

 ...Job Description About the Role: The Bilingual Customer Service Representative plays a critical role in delivering exceptional support...  ..., Business, or a related field. Experience working in a call center or customer support environment. Familiarity with the... 

Confluent Health System Solutions

Certified Intern Athletic Trainer - Georgia Tech Sports Medicine Job at Confluent Health System Solutions

Overview: Georgia Tech Sports Medicine is currently seeking Certified Intern Athletic Trainers for the 2026-2027 school year. Position Summary: The Georgia Tech Sports Medicine Certified Intern Athletic Trainer is responsible for providing prevention and care...