Senior Data Scientist

ManTech; Springfield (VA); Presencial; USD 120.000 - 180.000; Jornada completa

Descripción de la vacante

ManTech in Springfield, VA seeks a motivated Senior Data Scientist to join our on-site team. This full-time role focuses on building data pipelines, integrating sensor data, and delivering reliable data workflows to support government missions.

You will work with APIs, cloud architectures, and diverse data formats, ensuring compliance with governance standards and supporting labeling and model testing initiatives.

Formación

• 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 with SQL or NoSQL databases and cloud architectures.
• 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.

Responsabilidades

• Assist in creating data pipelines for emergent sensors data and ETL processes.
• Develop API-based workflows for moving data between platforms as directed by the government.
• Ensure sensor data adheres to government data schemas, formats, and governance requirements.
• Assess differences in metadata, data format, and data structure for changes to databases, schemas, APIs, and ETL processes.
• Pre-process and standardize data to match existing standards or transform for labeling and model testing (format conversions, tiling, geospatial bounds, etc.).

Conocimientos

Data pipelines

APIs

SQL/NoSQL databases

Programming languages: Python/Java/JS

Herramientas

Cloud architectures

Descripción del empleo

MANTECH seeks a motivated, career and customer-oriented Senior Data Scientist to join our team in Springfield, VA. This is a full-time onsite position.

Responsibilities Include But Are Not Limited To

• 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.

Minimum Qualifications

• 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.

Preferred Qualifications

• 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.