Senior Data Scientist
Geo Owl LLC
Geo Owl • SDVOSB • Est. 2013
Senior Data Scientist
- Build and maintain database tables, schemas, and health alerts for emergent sensor data; set up ETL pipelines to ingest, transform, and load new imagery data in alignment with government schemas and governance requirements
- Develop API-based workflows to enable data movement between platforms as directed by the government; assess metadata, format, and schema differences when integrating new sensors into the existing data operations pipeline
- Determine pre-processing and standardization approaches for new sensor data - file format conversions, geospatial tiling (chipping), orthorectification, and other data transformations needed for labeling and model testing
- Monitor data health and pipeline availability; address issues that could block imagery delivery to the accreditation testing pipeline
- Ensure all sensor data adheres to government-directed schemas, formats, and governance requirements; maintain documentation and standards compliance throughout the pipeline
- Available during core business hours (10am-2pm EST) to coordinate with imagery scientists and the government customer on data architecture and pipeline questions
- Build and maintain database infrastructure (tables, schemas, health alerts, ETL pipelines) to store and process emergent sensor data in support of program AI model evaluation and testing
- Develop API-based workflows to enable data movement between platforms across security domains as directed by the government
- Ensure all sensor data adheres to government-directed data schemas, formats, and governance requirements throughout the pipeline
- Assess metadata, format, and data structure differences for new sensors; adapt ETL processes, schemas, and APIs accordingly to enable clean ingestion into the existing data operations pipeline
- Determine pre-processing and standardization requirements for new sensor data - file format conversion, tiling/chipping to specified geospatial bounds, orthorectification, and other data transformations required for labeling and model testing
- Maintain pipeline reliability and data availability across program's operational environment; respond to data health issues that could block the accreditation testing workflow
- Active TS/SCI clearance with eligibility for SI/TK/G/HCS/NATO access; CI polygraph required or willingness to obtain
- Minimum 10 experience points required (see experience point calculation below)
- 4+ years of experience working with SQL or NoSQL databases and cloud architectures
- Experience leveraging APIs to query systems and migrate data
- Experience with programming languages including Python, JavaScript, or Java
- Experience developing and sustaining operational data pipelines supporting multiple data formats and interfaces
- Excellent written and verbal communication skills; ability to articulate complex technical concepts to both lay and expert audiences
- Experience with government enterprise technologies, authorization processes, and secure government system access management
- Experience implementing processes and tools within an organization using the Scaled Agile Framework for Enterprise (SAFe)
- Experience developing dynamic visualizations to monitor pipeline availability, currency, and volumetrics
- Education: Associate's = 2 pts • Bachelor's = 3 pts • Master's = +2 pts • PhD = +3 pts
- Professional / Military Experience: 1 pt per year of relevant experience
- Certifications: 0.5 pts each
- Specialized Training: 0.25 pts per relevant course
- Professional Impact (publications, presentations, patents): up to 3 pts total
- You're fluent across the data stack - schema design, API development, ETL orchestration, and cross-domain data movement feel like one integrated problem to you, not separate tracks
- You navigate classified environments with precision - you understand that government system access credentials and ATO requirements, and security domain constraints aren't overhead, they're the architecture
- You can assess a new sensor's metadata and schema against an existing pipeline and tell the team exactly what needs to change before the first data arrives
- You take governance seriously - you understand that non-compliant data in the accreditation pipeline produces unreliable test results, and you prevent it at the ETL layer
- You communicate your engineering decisions clearly - you can explain a schema change or a pipeline failure to imagery scientists and program managers who don't speak SQL
Geo Owl is an equal opportunity employer and does not discriminate on the basis of race, color, religion, creed, sex, age, sexual orientation, national origin, disability, marital status, military status, genetic predisposition, or any other basis protected by law. Follow Geo Owl on LinkedIn!
Vacancy posted 2 days ago
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