Data Scientist Virginia - Reston, United States - 2HB Incorporated
Description
2HB Incorporated is seeking a Data Scientist in order to support its government customers in the Reston, VA area.
The US Government (USG) conducts strategic research and development and requires support in the evaluation, system design, and software engineering support to transition, primarily open source, software prototypes and algorithms to a secure USG & Partner Cloud Environment infrastructure for deployment throughout the Sponsors organization.
The Sponsor also needs support to evaluate and verify software prototypes and algorithms, and package them for transition to partners outside the USG organization.
WORK REQUIREMENTS:
REQUIRED SKILLS AND DEMONSTRATED EXPERIENCE:
- Demonstrated handson experience in Python, Javascript, and R.
- Demonstrated handson experience employing machine learning and deep learning modules such as Pandas, Scikit, Tensorflow, Pytorch.
- Demonstrated experience with statistical inference, as well as building and understanding predictive models, using machine learning methods.
- Demonstrated experience with largescale text analytics.
HIGHLY DESIRED SKILLS AND DEMONSTRATED EXPERIENCE:
- Demonstrated hands-on experience performing research or development with natural language processing and working with, deploying, and testing Convolutional Neural Networks (CNN), large-language models (LLMs) or foundational models
- Demonstrated handson experience developing and deploying testing and verification methodologies to evaluate algorithm performance and identify strategies for improvement or optimization
- Demonstrated experience deploying machine learning models on multimedia data, to include joint text, audio, video, hardware, and peripherals.
- Demonstrated experience with Linux System Administration and associated scripting languages (Bash)
- Demonstrated experience with Android configuration, software development, and interfacing.
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