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Data Scientist
Company | Leidos |
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Location | McLean, VA, USA |
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Salary | $85150 – $153925 |
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Type | Full-Time |
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Degrees | Bachelor’s, Master’s |
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Experience Level | Mid Level, Senior |
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Requirements
- Requires BS degree (in a technical field, such as mathematics, engineering, or computer science) and 4-8 years of relevant experience or Master’s (in a technical field, such as mathematics, engineering, or computer science) with 2-6 years of relevant experience.
- Experience with Python is required.
- Strong SQL skills and experience with relational databases and APIs for data extraction is required.
- Experience with supervised and unsupervised learning and natural language processing (NLP) is required. Familiarity with NLP libraries and tools (e.g., spaCy, Hugging Face, NLTK, or TensorFlow).
- Experience with frequentist statistics, probability, and predictive modeling, along with knowledge of computer science concepts, data architecture, and statistical methods.
- Proficiency with data visualization tools (e.g., Tableau, Plotly, Seaborn, Matplotlib) is required.
Responsibilities
- Build statistical and machine learning models, conducting natural language processing (NLP), and developing automated solutions for complex business challenges.
- Construct and execute complex database search queries across multiple databases using SQL and API interfaces.
- Perform web scraping and apply various techniques for processing unstructured data.
- Leverage automation and machine learning to manage data, predict scenarios, and make data-driven recommendations.
- Learn and leverage technologies including AWS and Git.
Preferred Qualifications
No preferred qualifications provided.