TS/SCI ML Engineer - Geospatial AI Pipelines

maxar; Herndon (VA); Vor Ort; USD 165.000 - 215.000; Vollzeit

Benefits dieser Stelle

401(k) with company match

Mental health resources

Student loan repayment assistance

Adoption reimbursement

Pet insurance

Zusammenfassung

Vantor is seeking a highly skilled engineer to design, develop, and deploy CV pipeline components, including preprocessing and inference engines, for geospatial intelligence applications. You will apply generative AI to GEOINT data, transform data for ML workflows, and push improvements through production-grade pipelines.

Applicants should have 5+ years in programming and ML engineering, strong cloud experience, and familiarity with Kubernetes and CI/CD.

Qualifikationen

• 5+ years programming experience in Python, TS, Java, or C/C++.
• 2+ years leading design/architecture of systems.
• 2+ years in ML/data/backend engineering or related field.
• Hands-on ML model training, fine-tuning, or adaptation.

Aufgaben

• Design, develop, and deploy CV pipeline components (preprocessing, training, inference).
• Implement synthetic data generation using generative AI for GEOINT data.
• Transform data types for ML/AI workflow stages.
• Stay updated on CV advances and apply to mission problems.
• Brief internal teams on progress and results.

Kenntnisse

Python

TypeScript

Java

C/C++

ML engineering

Cloud platforms

Kubernetes

CI/CD

Ausbildung

Bachelor's degree

Tools

Kubernetes

GDAL

Rasterio

GeoPandas

Jobbeschreibung

Vantor is seeking a highly skilled engineer to design, develop, and deploy CV pipeline components, including preprocessing and inference engines, for geospatial intelligence applications. You will apply generative AI to GEOINT data, transform data for ML workflows, and push improvements through production-grade pipelines.

Applicants should have 5+ years in programming and ML engineering, strong cloud experience, and familiarity with Kubernetes and CI/CD.