Flowt: Data Analyst

Tasks

• Assess AI confidence scores and extraction quality
• Build labeled test sets for model evaluation
• Cross reference ERP data with bank statements and audited accounts
• Define and improve validation rules and review protocols
• Evaluate anomaly detection outputs for noise
• Flag anomalous financial metric results
• Flag systemic extraction failures and escalate
• Identify ERP data quality issues
• Identify model drift patterns
• Maintain logs of metric errors and edge cases
• Maintain model performance dashboards
• Maintain structured issue logs for data quality failures
• Monitor extraction accuracy metrics by document type and model version
• Produce data quality reports and trend analysis
• Provide field level corrections with reason codes
• Review AI extracted document data for field accuracy
• Review ERP and accounting data integrity
• Review extracted financial tables for structural completeness
• Review financial metrics for logical correctness
• Review transaction categorisation outputs
• Trace metric outputs to source data
• Validate chart of accounts mappings
• Validate multi currency calculations and FX rate application

Perks/Benefits

• N/A

Skills/Tech-stack

Account mapping | Anomaly Detection | Chart of Accounts | Currency analysis | Data Analysis | Data Quality | Data Validation | Data labeling | ERP integration | FX rate validation | Financial Analysis | Financial Modeling | Information Extraction | Machine Learning | Machine Learning Model Evaluation | Model Evaluation | Multi currency analysis | Multi-currency | Precision and Recall