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

QualiTech

Regulatory Supervisor Job at QualiTech

As a Regulatory Supervisor at QualiTech Co., you will play a pivotal role in ensuring that all our food and beverage products meet the strictest standards of safety and quality. Our commitment at QualiTech Co. is to develop and deliver high-quality, effective solutions... 

Continuum Resource Network

Data Collection Driver Job at Continuum Resource Network

 ...We are helping an innovator in AI technology hire reliable Data Collection Drivers to assist with a mapping and video recording project. In this role, you will independently operate a company-provided vehicle to map and record locations during shifts between 1PM and... 

ServiceMaster Recovery Management North America

Franchise Business Consultant Job at ServiceMaster Recovery Management North America

 ...floating holidays). Career growth and advancement opportunities. A collaborative, fun, and purpose-driven culture. Franchise Business Consultant Were looking for a dynamic Franchise Business Consultant (FBC) who thrives on building relationships, solving... 

Talkiatry

Psychiatrist - Pennsylvania Job at Talkiatry

 ...being overworked and underpaid by hospitals, clinics, and other institutions. Talkiatry aims to bridge the current gap in outpatient psychiatry by providing high quality, respected medical care in a modern setting with modern tools. Through proprietary technology... 

Maxion Research

Remote Usability and Consumer Experience Analyst (Hiring Immediately) Job at Maxion Research

 ...distraction-free workspace. - Self-motivation to work independently and efficiently. - Willingness to learn and develop skills for remote work success. What You'll Enjoy: - Participate in online and in-person discussions without any commute if working remotely....