Senior Data Scientist
Mantech International Corporation
Springfield, United States of America
yesterday
Role details
Contract type
Permanent contract Employment type
Full-time (> 32 hours) Working hours
Regular working hours Languages
English Experience level
SeniorJob location
Springfield, United States of America
Tech stack
Java
JavaScript
API
Databases
Data Governance
ETL
Data Migration
Data Structures
Python
NoSQL
Operational Data Store
Standard Sql
DataOps
Scaled Agile Framework
Data Processing
Cloud Platform System
Data Management
Machine Learning Operations
Api Design
Data Pipelines
Programming Languages
Job description
- Assist in the creation of the necessary data pipelines to store and process data related to emergent sensors and platforms. This includes creation of any database tables and schemas, establishing relevant data health alerts, and the setup of data pipelines to support Extract, Transform, and Load (ETL) of all data related to the emergent sensors.
- Develop workflows to enable API-based movement of data related to the sensors between data platforms as directed by the government.
- Ensure all sensor data adheres to Government directed data schemas, formats, and governance requirements
- Assess potential differences in metadata, data format, and data structure characteristics regarding changes to databases, schemas, APis, and other ETL related processes for the ingestion and movement of data when integrating into the existing data operations pipeline
- Determine how to pre-process and standardize the data to match existing data standards or to be transformed into a usable state for labeling and model testing purposes. This may involve converting between file format types or tiling full-size images into specified sizes or geospatial bounds (chipping), orthorectification, or other types of data standardization, transformation, or manipulation.
Requirements
- 10+ years of experience; BA can account for 4 years while a MA/MS can account for 6 years of experience.
- 4+ years of experience working with SQL or NoSQL databases and cloud architectures is required.
- Experience leveraging APis to query systems and migrate data
- Experience with programming languages such as Python, JavaScript, or Java
- Experience developing and sustaining operational data pipelines supporting multiple data formats and interfaces., * Experience working with NGA IT enterprise solutions (e.g., NGA CORE, NGA MLOps), Government Authority to Operate (ATO) processes, and Government Non-Person Entity (NPE) certificates.
- Experience implementing processes, standards, and tools within an organization based on the Scaled Agile Framework for Enterprise.
- Experience developing dynamic visualizations to monitor availability, currency and volumetrics of operational data pipelines
Clearance Requirements:
- An active TS/SCI clearance with the ability to obtain and maintain a polygraph
Physical Requirements:
- Must be able to remain in a stationary position for extended periods while performing imagery analysis and reporting.
- Must be able to occasionally move about the work area to collaborate with team members and access mission systems.