Lead Data Scientist shall possess and provide the following required skills and demonstrated experience:
(U) Demonstrated experience generating ideas for revolutionary technologies supporting operations in the hard target mission space.
(U) Demonstrated experience with entrepreneurial leadership in developing, pitching, selling, and deploying new technologies to solve operational problems.
(U) Demonstrated experience in Python development with expertise in Python data analytics packages such as pandas, numpy, scipy, gensim, and scikit-learn.
(U) Demonstrated experience with database technologies, including Elasticsearch and SQL databases.
(U) Demonstrated experience with data pipelines and workflow technologies, such as Apache NiFi
(U) Demonstrated experience with task tracking and version control technology, such as GitHub and JIRA.
(U) Demonstrated experience with AI/ML technologies and packages, such as TensorFlow, PyTorch, and scikit-learn.
(U) Demonstrated experience with ML model development on text data, including NLP, and structured datasets.
(U) Demonstrated experience with data visualization technologies and packages, such as Kibana, Bokeh, Leaflet/Folium, and Tableau.
(U) Demonstrated experience developing in a cloud environment, such as Amazon Web Services.
(U) Demonstrated experience building application web based front ends.
(U) Demonstrated experience handling restricted data sets, both at the individual and system level.
(U) Demonstrated experience managing data to include transfer, ingestion, ETL, management, retention, and deletion while maintaining provenance and handling and dissemination restrictions.
(U) Demonstrated experience working with data spread across multiple enclaves.
(U) Demonstrated experience in the Sponsor’s A&A process; security regulations, policy and guidance.
(U) Demonstrated experience documenting and editing the results of technical analysis for publication to non-technical audiences.
(U) Demonstrated experience solving tough problems by developing repeatable methodologies.
(U) Demonstrated experience building and maintaining web based applications.