Data Scientist
BT-167 – Data Scientist
Location: Chantilly (fully on-site, no remote option)
- Demonstrated experience in Python, JavaScript, and R.
- Demonstrated 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 large-scale text analytics.
- 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 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.
- Demonstrated experience in embedded systems (Raspberry Pi)
- Develops and conducts independent testing and evaluation methods on research-grade algorithms in applicable fields.
- Reports results and provide documentation and guidance on working with the research-grade algorithms.
- Evaluates, Integrates and leverage internally-hosted data science tools.
- Customize research grade algorithms to be optimized for memory and computational efficiency through quantizing, trimming layers, or through custom methods .
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