Cambridge English Certified Speaking Examiner
Assessed spoken English outputs against standardized rubrics for thousands of candidates. Consistently applied detailed linguistic criteria including fluency, coherence, lexical range, and grammatical accuracy. Maintained high inter-rater reliability and calibration through regular training and reviews. • Applied assessment rubrics to spoken English tasks • Evaluated multi-criteria verbal language performance • Mapped closely to RLHF and AI language output rating workflows • Judged at scale with a focus on reliable data labeling