Linguistic Insights Analyst
9 hours ago
This role involves leveraging data analysis and machine learning techniques to drive strategic decision-making within an organization.
- Analyzing large datasets to identify trends and patterns that inform operational decisions.
- Designing and implementing statistical models to measure program performance and evaluate the effectiveness of various interventions.
- Developing dashboards and reports using business intelligence tools to visualize key metrics and facilitate data-driven discussions.
- Collaborating with linguists and program managers to develop insights that inform client recommendations and drive innovation at the intersection of AI, linguistics, and human judgment.
- Conducting applied analytics using Python, SQL, and statistical modeling to uncover drivers of performance and label patterns.
- Managing and exploring datasets ranging from structured spreadsheets/CSVs to larger-scale rater outputs (scaling to millions of rows as needed).
Key Skills:
- Experience with bias detection, NLP, or applied AI/ML models.
- Knowledge of rater evaluation methods and quality metrics such as Krippendorff's alpha, chance-corrected agreement, or structured sampling.
- Background in quality, linguistic or cultural data analysis is a plus.
- Exposure to human computation programs or crowdsourced labeling workflows.
- Oral and written comprehension.
- Appropriate use of language.
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