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Principal AI Engineer

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Women Impact Tech, LLC

2024-11-05 21:39:27

Job location Santa Clara, California, United States

Job type: fulltime

Job industry: Education

Job description

Responsibilities:

Develop and apply industry leading machine learning and deep learning systems to help solve business problems

Apply natural language processing and generative AI, and customize large language models for use in product applications

Develop and fine tune algorithms and models for time series and computer vision applications

Lead design and coding of big data and machine learning systems

Ability to translate business needs and goals into an AI approach and solution, and articulate findings to a non-technical audience

Design model performance metrics and retraining schedule

Assist with deploying models to public cloud infrastructure such as AWS and Microsoft Azure

Mentor other engineers, remain aware of new developments in the field, and help build and grow the team

Qualifications:

Bachelor's degree in computer science, mathematics, or a related field

10 years of leading the design and architecture of new and existing machine learning systems

7 years of experience of professional software development

Experience with natural language processing and generative AI

Preferred Qualifications:

Graduate degree in computer science, mathematics, or another quantitative field

15 years of experience in model development for time series data, signal, image, and video processing

Deep knowledge of math, probability, statistics, and algorithms

Outstanding analytical and problem-solving skills

Prior experience in the healthcare or other regulated industries

Experience using the following software/tools:

Unsupervised and supervised learning methods

NLP and large language model frameworks such as spaCy and langchain

Machine learning frameworks such as Keras, PyTorch, or Tensorflow

Libraries such as numpy, scikit-learn, scipy and statsmodel

Programming languages: Python, .NET Core, Java

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