Data Scientist 2/3-FFLL-8910

### REQUIRED:

### TO BE CONSIDERED FOR THIS POSITION YOU MUST HAVE AN ACTIVE TS/SCI W/ FULL SCOPE POLYGRAPH SECURITY CLEARANCE (U.S. CITIZENSHIP REQUIRED)

We are sourcing a Data Scientist to join the team and spearhead this effort. The Data Scientist will be responsible for: Characterizing and understanding the entity data Determining if data standardization or normalization is required Evaluating various AI/ML approaches to performing entity resolution Determining the appropriate tools and models to leverage Designing and prototyping the end-to-end solution Evaluating the prototype output and performance Help with the eventual productization of the entity resolution solution

The ideal candidate will have experience with

Developing software using Java, Python, GoLang or similar languages Working with and evaluating large data sets Developing data ingest and processing pipelines Working with and evaluating embedder/encoder models Developing feature vectors and working with vector databases such as Qdrant Working with software development teamsBachelor's degree or higher from an accredited college or university in a quantitative discipline (e.g., statistics, mathematics, operations research, engineering or computer science). A minimum of ten (10) years of experience in two (2) or more of the following: designing/implementing machine learning, data mining, advanced analytical algorithms, advanced statistical analysis, artificial intelligence, or software engineering with data analysis software such as R, Python, SAS, or MATLAB. An additional four (4) years of experience in software development, cloud development, analyzing datasets, or developing descriptive, predictive, and prescriptive analytics can be substituted for a Bachelor's degree. **A Master’s Degree from an accredited college or university in a quantitative discipline can be substituted for two (2) years of experience for a total...