Data Scientist

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Description

BT-377 – Data Scientist Skill Level- Expert Location- McLean Required Skills: Demonstrates professional or academic experience performing NLP tasks, including selecting the best Python libraries for a given task, choosing appropriate pre-processing actions, performing analysis, and assessing model performance. Demonstrates professional or academic experience using Python NLP packages such as Spacy, Gensim, or NLTK to analyze or process collections of documents. Demonstrates professional or academic experience with deep learning frameworks such as PyTorch, Tensorflow, or Keras Demonstrates professional or academic experience with the HuggingFace Transformers library and hub. Demonstrates experience creating machine learning models that conduct text classification and topic modeling in Python using standard machine learning (Scikit-learn) or deep learning models. Demonstrates academic or professional experience using encoder-decoder and generative language models to perform NLP tasks. Demonstrates academic or professional experience communicating methodological choices and model results. Demonstrates professional or academic experience and proficiency with SQL to include using common table expressions, set operations, aggregated functions and nested subqueries. Demonstrates professional or academic experience with version control systems such as Github and Jenkins. Demonstrates experience leveraging GPUs for accelerated computing. Develop practical approaches for measuring performance. Assist in developing types of measure, the collection of data, analyzing th

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