Senior Data Scientist: ML Pipelines & Data Systems Lead

Grvty; Falls Church (VA); On-site; USD 160,000 - 190,000; Full time

Job summary

GRVTY in Falls Church, VA seeks a data scientist to perform data analysis, build visualizations, and develop software to monitor data pipelines. You will integrate sensors, assess data formats, and support ML model development and operational intelligence missions.

Ideal candidates have TS/SCI clearance or ability to obtain CI/Poly, strong Python and SQL skills, experience with geospatial data, and proficiency with ETL and data management.

Qualifications

• Experience with AI/ML technologies and data systems.
• Experience with multiple file types including geospatial formats, JSON, XML.
• Quantitative analysis and data operations: visualizations, ETL, SQL/NoSQL.

Responsibilities

• Integrate new data types into data pipelines and workflows.
• Assess metadata, data formats, and schemas across databases and APIs.
• Lead analysis on how data impacts ML model development and evaluation.
• Support data analytics, data cleansing, and ETL transformations.
• Build tools to manage labeling campaigns and data visualization.

Skills

AI/ML concepts

Quantitative analysis

Data visualization

Python programming

SQL

NoSQL databases

Tools

APIs

ETL pipelines

Web scraping

Job description

GRVTY in Falls Church, VA seeks a data scientist to perform data analysis, build visualizations, and develop software to monitor data pipelines. You will integrate sensors, assess data formats, and support ML model development and operational intelligence missions.

Ideal candidates have TS/SCI clearance or ability to obtain CI/Poly, strong Python and SQL skills, experience with geospatial data, and proficiency with ETL and data management.