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About
INVID , is looking for a
Data Engineer . Job Title
Data Engineer Schedule
Monday to Friday Work Modality
Hybrid Essential Duties and Responsibilities
Build labeling pipelines that join behavioral events to outcome data (sanctions designations, flag changes,detentions) Implement proxy labeling strategies that create training signal from observabl outcomes Build weak supervision infrastructure to combine multiple noisy labeling rules Create and maintain ML training datasets at scale Build data validation and quality monitoring systems Implement versioning for reproducible model training Integrate LRIT position data for prediction validation Build pipelines that compare predicted locations against actual LRIT reports Create feedback loops that improve model accuracy over time Scale data infrastructure as models and data sources grow Experience
4+ years data engineering experience Strong SQL skills, including complex joins across large datasets Experience with Spark, Airflow, or equivalent distributed processing frameworks Python for data processing and pipeline orchestration AWS experience Understanding of ML training data requirements Education/Certifications
Bachelors degree in computer science, Engineering, or related field Desired Skills (Not Required)
Experience with geospatial data (PostGIS, H3, spatial joins) Maritime, defense, or intelligence domain experience Experience with data labeling infrastructure or weak supervision Familiarity with real-time streaming data systems
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Languages
- English
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