The Swift Group is looking for a Data Scientist to provide data analytic expertise to analyze large datasets and build predictive models. This position is located in McLean, VA.
Key Responsibilities:
- Determine appropriate approaches to analyze data sets (including statistical analysis)
- Develop and utilize Artificial Intelligence/Machine Learning and other predictive data modeling techniques
- Move toward predictive and prescriptive analytics
- Develop user-friendly, easy to understand reports (e.g., graphs, charts, briefing slides, targeted explanatory or interpretive text) for clients to meet business needs
- Develop interpretive statements based on analyses and available information
Required Skills:
- Minimum 6-8 years experience
- Demonstrated experience programming with Python.
- Demonstrated experience with general Linux computing and advanced bash scripting.
- Demonstrated experience constructing complex multi-data source queries with database technologies such as PostgreSQL, MySQL, Neo4J or RDS.
- Demonstrated experience processing data sources containing structured or unstructured data.
- Demonstrated experience developing data pipelines with NiFi to bring data into a central environment.
- Demonstrated experience delivering results to stakeholders through written documentation and oral briefings.
- Demonstrated experience using code repositories such as Git.
- Demonstrated experience using Elastic and Kibana technologies.
- Demonstrated experience working with multiple stakeholders.
- Demonstrated experience documenting such artifacts as code, Python packages and methodologies.
- Demonstrated experience using Jupyter Notebooks.
- Demonstrated experience with machine learning techniques including natural language processing.
- Demonstrated experience explaining complex technical issues to more junior data scientists, in graphical, verbal, or written formats.
- Demonstrated experience developing tested, reusable and reproducible work.
- Work or educational background in one or more of the following areas: mathematics, statistics, hard sciences (e.g. Physics, Computational Biology, Astronomy, Neuroscience, etc.) computer science, data science, or business analytics.
- US citizenship with an active TS/SCI with Polygraph security clearance required
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