- 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.
- 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
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Senior Deep Learning/Machine Learning Engineer - California, United States - Solomon Page
Description
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:
Required Qualifications:
If you meet the required qualifications and are interested in this role, please apply today.
The Solomon Page Distinction
Our teams, comprised of subject matter experts, develop an interest in your preferences and goals and we act as an advisor for your career advancement. Solomon Page has an extensive network of established clients which allows us to present opportunities that are well-suited to your respective goals and needs – this specialized approach sets us apart in the industries we serve.
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: and connect with us on Facebook, and LinkedIn.
Opportunity Awaits.
