Data engineer Manager
Nationwide, Colombia
A COP 54000K-72000K (estimate) Mid-level Full Time
Tasks
- Assign confidence scores for extracted fields
- Build ETL/ELT pipelines
- Build OCR document intelligence pipelines
- Capture manual inputs
- Classify documents and map fields
- Design human in the loop review workflows
- Detect schema drift and anomalous scores
- Ensure data freshness and consistency
- Extract structured data using NLP and LLM
- Feed validated data into scoring algorithms
- Implement automated data quality checks
- Implement data validation checks
- Implement error handling and retries
- Implement incremental loads
- Ingest audit metadata and document links
- Integrate AI extracted fields into structured tables
- Monitor pipelines and send alerts
- Optimize data models for Tableau dashboards
- Route low confidence outputs for human review
- Support reprocessing and backfills
- Track value provenance manual vs AI derived
Perks/Benefits
Skills/Tech-stack
Apache Airflow | Confidence scoring | DBT | Dagster | Data Lineage | Data Observability | Data Validation | Document Classification | ELT | ETL | Entity Extraction | Incremental loading | LLM | NLP | OCR | Prefect | Prompt engineering | Python | SQL | Snowflake | Tableau
Education
N/A
Regions
Countries
States
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