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

22nd Century Technologies

Material Associates/Inventory Job at 22nd Century Technologies

 ...Title: Material Associates/Inventory Location with zip code: Medley, FL 33178 Duration: 12+ months Pay rate: $17.00/hr. on w2 Shift Timing (Day/ Evening/ Night): 1st shift ( M-F) & 7 AM to 3:30 PM Shift Hours: 40hrs/week Role & Responsibilities:... 

Meyer Jabara Hotels

Night Auditor PT Job at Meyer Jabara Hotels

 ...Courtyard By Marriott Bethlehem Night Auditor Meyer Jabara Hotels has distinguished itself as an employer...  ...of the hotel during the night shift. This position requires exceptional...  ...during the night shift, including housekeeping, maintenance, and security. # Prepare... 

Enterprise Medical Recruiting

Physician Obstetrics & Gynecology - Competitive Salary Job at Enterprise Medical Recruiting

Job Description A deeply rooted & advanced team of reproductive & fertility specialists in Jacksonville, Florida, has an Ob/Gyn REI opportunity due to increased patient demand. This full-service REI practice, founded 27 years ago, takes a holistic approach to treatment...

Procyon TS

Data Software Engineer (NodeJS , JavaScript, ReactJS, RDBMS, Snowflake) Job at Procyon TS

 ...If you foresee barriers, please let me know.Role Title: Data EngineerProject Name : STARs UCEE Migration# Resources : 1...  ...experience with ReactJS 5+ years of experience with RDBMS and Snowflake Experience with asynchronous programming and event-driven architecture... 

AllSTEM Connections

Recruitment Coordinator Job at AllSTEM Connections

 ...Job Description AllSTEM Connections is actively recruiting on behalf of one of our valued clientsa leading organization known for...  ...life cycle Manage scheduling for interviews (in-person or virtual) for candidates, recruiters and team members across the business...