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

Ace Gutter Inc

Apprentice Rain Gutter Installer Job at Ace Gutter Inc

 ...Apprentice Rain Gutter Installer Installer Learn Why Ace Gutter Is The Employer You've Been looking For In business since 1998, Ace Gutter, Inc. is a long-established and leading provider of quality rain gutter installations in the Salt Lake, Utah, and Davis... 

ACL Digital

Sr. Data Engineer - Snowflake/Python/SQL Combo Resource Job at ACL Digital

 ...Sr. Software Engineer - Snowflake/Python/SQL Combo Resource 12 Months Contract to Hire 100% Remote - Prefers Candidates in East Coast Must Be US Citizen Contribute to data architecture of a Snowflake data warehouse Create ELT process to gather data from numerous... 

Genie Healthcare

Travel Cardiac Cath Lab Technician (RN) Job at Genie Healthcare

 ...Posted job title: Cardiology:Cath Lab Tech,07:00:00-15:00:00 About Genie Healthcare Genie Healthcare is one of the fastest growing Nurse Travel Agencies in the USA. Genie serves hundreds of facilities and has over 4000 current travel RN contracts open at any given time... 

Aya Locums

Certified Registered Nurse Anesthetist (CRNA) Job at Aya Locums

Certified Registered Nurse Anesthetist (CRNA) at Aya Locums summary: The Certified Registered Nurse Anesthetist (CRNA) provides anesthesia care primarily in a Level II hospital operating room setting, focusing on adult general and neuro procedures with some spinal and...

Goldman Sachs, Inc.

Asset & Wealth Management, Private Wealth Management, Capital Markets, Vice President San Fra[...] (San Francisco) Job at Goldman Sachs, Inc.

 ...Job Description AWM, PWM, Capital Markets Vice President YOUR IMPACT Private Wealth Management (PWM) is seeking a Vice President to join their team in San Francisco. OUR IMPACT PWM secures, develops and manages relationships with high net worth individuals...