Gramian Consultancy is a boutique consultancy specializing in IT professional services and engineering talent solutions. With a strong background in software engineering and leadership, we help companies build high-performing teams by matching them with professionals who truly fit their needs.Role OverviewWe are looking for an experienced Sports Content Reviewer to support the quality assurance of data used to evaluate Large Language Models. The role involves reviewing sports-related prompts and completed tasks, assessing factual accuracy, reasoning quality, completeness, and guideline compliance, and providing clear, evidence-based feedback to contributors.The work may cover global sports, professional leagues, athletes, competitions, rules, statistics, sports history, analytics, training principles, and related developments across different sporting disciplines.CONTRACT: Contractor assignment, 8 weeksCOMMITMENT: Full-time, 40 hours per week with at least 4 hours of PST overlapLOCATIONS: Remote - Bangladesh, Brazil ,Colombia, Egypt, Ghana, India, Indonesia, Pakistan, Turkey, VietnamPROCESS: Initial screening followed by domain manager reviewKey ResponsibilitiesReview and validate sports-focused prompts across a broad range of disciplines and topicsEvaluate completed tasks for factual accuracy, reasoning quality, completeness, and relevanceVerify claims related to athletes, leagues, tournaments, rules, statistics, records, and sports historyIdentify factual errors, hallucinations, outdated information, logical inconsistencies, and weak annotationsAssess whether prompts are sufficiently challenging and aligned with project objectivesEnsure compliance with project instructions, annotation standards, and review guidelinesProvide clear, constructive, and evidence-based feedback to contributorsMaintain consistency across reviews and document quality findingsEscalate ambiguous or complex cases when requiredCollaborate with project managers and AI teams to improve evaluation and quality-review processesRequirementsMaster's degree or higher in Sports Management, Sports Science, Kinesiology, Exercise Science, Physical Education, or a closely related disciplineAt least 3 years of professional, research, teaching, or industry experience in a sports-related fieldStrong knowledge of sports rules, competitions, statistics, history, performance, or analyticsExperience reviewing, evaluating, editing, or quality-checking academic or domain-specific contentAbility to identify factual, logical, statistical, chronological, and contextual errorsExcellent written English communication skills
Public work matters more than titles: a GitHub or portfolio the hiring manager can click through in under a minute usually beats an extra bullet on your CV.
Name the exact stack in your CV so a keyword screener + a skim-reader both find it — languages, frameworks, cloud, databases.
For interviews: expect a technical screen (coding or system design) before the on-site loop. Practice explaining trade-offs out loud, not just writing correct code.
For English-only teams verify your written English is sharp — most Egypt-based tech scaleups run interview loops entirely in English.