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

Rock Palm Beach Services Llc

Overnight Front Desk Agent Job at Rock Palm Beach Services Llc

 ...Description Job Description Position: Overnight Part time Front Desk Agent Reports To: General Manager Responsibilities: Assist...  .... Understands the importance of providing all guests with hotel service standards. Completes all necessary reports during the overnight... 

Care Options for Kids Careers

Pediatric Licensed Practical Nurse (LPN) Job at Care Options for Kids Careers

 ...About the Role At Care Options for Kids, a pediatric home health care company providing one-on-one care in the home, we do things a little...  ...for Licensed Practical Nurses (LPNs) Current, active Texas LPN license Current BLS CPR card (obtained in-person, not online)... 

Leidos

Cyber Security Engineer Job at Leidos

 ...path. Leidos has an exciting opening for you, our next Cyber Security Engineer, to assist with the release of a state-of-the-art technology...  ...processes that can be used for system security testing, internal audits, incident response, and diagnosis of security-related... 

PagerDuty

Senior Product Manager, Incident Analytics (Remote) (Honolulu) Job at PagerDuty

 ...A leading digital operations management company is seeking a Senior Product Manager for Incident Analysis. This key role involves shaping the product roadmap and collaborating across teams to enhance user-centric experiences from operational data. Candidates should have... 

Chick-fil-A

Back of House Manager Job at Chick-fil-A

 ...We are seeking a dedicated and dynamic Back of House Manager to coordinate daily back of house operations in our restaurant. The ideal candidate will effectively manage kitchen staff to ensure the delivery of quality food in a timely manner while maintaining a high standard...