Remote Healthcare Data Scientist: AI & FWA Analytics

General Dynamics Information Technology, Inc.; Maryland; Hybrid; USD 81,000 - 109,000; Full time

Benefits offered by this job

Remote work option

Job summary

General Dynamics Information Technology, Inc. is seeking a Data Scientist to expand analytics and AI capabilities, supporting fraud, waste and abuse detection in Medicare/Medicaid.

You will collaborate with experienced data scientists and engineers on analytics and generative‑AI initiatives to strengthen program integrity. Ideal candidates have 2+ years in data science, familiarity with Python/R, and knowledge of data libraries and cloud data tools.

Qualifications

• Bachelor’s degree with an analytical or technical focus (Statistics, Computer Science, Engineering, Applied Mathematics, etc.).
• 1–3 years of experience in data science, analytics, or a related quantitative field.
• Experience using Python or R for data analysis and machine learning tasks.
• Familiarity with common data science libraries such as Pandas, NumPy, Scikit-learn, Matplotlib, or Seaborn.
• Exposure to generative AI or modern machine learning frameworks (e.g., Hugging Face Transformers, LangChain, embeddings, vector databases).
• Familiarity with SQL and cloud data tools such as Databricks, Snowflake, or Spark.
• Understanding of basic statistics and foundational ML concepts such as feature engineering, train/test splits, and evaluation metrics.
• Ability to create and interpret data visualizations.

Responsibilities

• Supporting analytical tasks across data science, machine learning, and generative‑AI projects.
• Assisting with exploratory data analysis and applying statistical methods and basic supervised/unsupervised learning techniques.
• Helping build components of generative‑AI solutions, such as prompt pipelines, simple agents, embedding workflows, or retrieval‑augmented systems.
• Contributing to predictive modeling, anomaly detection, and other analytics used to identify potential FWA.
• Building and maintaining clean, well‑structured datasets using Python and SQL-based tools.
• Creating clear visualizations to present trends, patterns, and model insights.
• Documenting work and communicating findings with team members and partners.
• Performing additional duties as assigned.

Skills

Python

R

Pandas

NumPy

Scikit-learn

Matplotlib

Seaborn

HuggingFace Transformers

LangChain

Embeddings

Vector databases

Databricks

Snowflake

Spark

Education

Bachelor’s degree in Statistics, Computer Science, Engineering, Applied Mathematics

Tools

Databricks

Snowflake

Spark

Hugging Face Transformers

LangChain

Embeddings

Vector databases

Job description

General Dynamics Information Technology, Inc. is seeking a Data Scientist to expand analytics and AI capabilities, supporting fraud, waste and abuse detection in Medicare/Medicaid.

You will collaborate with experienced data scientists and engineers on analytics and generative‑AI initiatives to strengthen program integrity. Ideal candidates have 2+ years in data science, familiarity with Python/R, and knowledge of data libraries and cloud data tools.