AI Data Quality & Annotation Engineer

Envision Technology Solutions; United States; On-site; USD 90,000 - 150,000; Full time

Job summary

Envision Technology Solutions is seeking a detail-oriented Quality & Data Operations Specialist to support AI data quality programs in the United States. You will contribute to the development of metrics, guidelines, defect taxonomies, and audit processes for large-scale annotation projects to ensure data reliability and model performance.

You will collaborate across annotation operations, engineering, and AI teams to monitor quality, drive corrective actions, and validate dataset releases while

Qualifications

• Experience in annotation quality and data operations for AI/ML
• Experience developing quality metrics and measurement systems
• Experience with large-scale annotation programs
• Experience evaluating generated captions and foundation model training datasets
• Ability to define sampling plans, acceptance criteria, defect taxonomies and audit processes
• Ability to analyze quality trends and drive corrective actions

Skills

Annotation quality

Quality metrics

Large-scale programs

Caption evaluation

Sampling plans

Root-cause analysis

Quality standards

Metrics reporting

Audits

Quality trends

Dataset releases

Calibration sessions

Attention to detail

Stakeholder communication

Job description

Envision Technology Solutions is seeking a detail-oriented Quality & Data Operations Specialist to support AI data quality programs in the United States. You will contribute to the development of metrics, guidelines, defect taxonomies, and audit processes for large-scale annotation projects to ensure data reliability and model performance.

You will collaborate across annotation operations, engineering, and AI teams to monitor quality, drive corrective actions, and validate dataset releases while