Senior Deep Learning/Machine Learning Engineer

Found in: Appcast Linkedin GBL C2 - 2 weeks ago


Santa Clara, United States Solomon Page Full time

Our client is looking to fill the role of Senior Deep Learning/Machine Learning Engineer. This role will be hybrid and based out of the Santa Clara office.


Responsibilities:


  • Training, and deploying deep learning models for a variety of DNN tasks.
  • Optimizing and compiling models for different runtime agents including OpenVino, ONNX runtime, TensorRT, TFLite runtime, and HW.
  • Work with open-source custom models and datasets, and port open-source models to our supported runtimes.
  • Benchmarking the ported models on different runtimes and writing quality assurance code for maintenance.
  • Document and maintain all the developed models.
  • Training and deploying deep learning models for a variety of DNN tasks.
  • Optimizing and compiling models for different runtime agents including OpenVino, ONNX runtime, TensorRT, TFLite runtime, and our HW.
  • Work with open-source custom models and datasets, and port open-source models to supported runtimes.
  • Benchmarking the ported models on different runtimes and writing quality assurance code for maintenance.
  • Document and maintain all the developed models.


Required Qualifications:


  • Bachelor’s degree or equivalent practical experience.
  • At least 2 years’ experience in ML development: (a) training networks locally/on cloud and/or (b) deploying models in the production environment.
  • Experience with Pytorch
  • Experience with software development and debugging in Python.
  • Experience with applied machine learning.
  • Ability to write ML model definitions and training loops.
  • Familiarity with common (vision and natural language processing) datasets and how to use them.
  • Experience with Git
  • Experience with Vision models e.g. Yolov8.
  • Familiarity with machine learning hardware optimization methods such as quantization and pruning.
  • Familiarity with TFLite, ONNX or Torch Script
  • Familiarity with Runtime agents like OpenVINO, TensorRT, TFlite runtime


If you meet the required qualifications and are interested in this role, please apply today.

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About Solomon Page


Founded in 1990, Solomon Page is a specialty niche provider of staffing and executive search solutions across a wide array of functions and industries. The success of Solomon Page reflects an organic growth strategy supported by a highly entrepreneurial culture. Acting as a strategic partner to our clients and candidates, we focus on providing customized solutions and building long-term relationships based on trust, respect, and the consistent delivery of excellent results. For more information and additional opportunities, visit: solomonpage.com and connect with us on Facebook, and LinkedIn.


Opportunity Awaits.



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