Data Analyst

Analytics Department • Remote • Posted 2 weeks ago

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Job Description

We're looking for a Data Analyst to join our analytics team. You'll work with cross-functional teams to derive insights from data and drive business decisions.

Required Skills

Python Weight: 30% • Req: 3/5

SQL Weight: 25% • Req: 2/5

Pandas Weight: 25% • Req: 2/5

AWS Weight: 20% • Req: 2/5

Scoring Recipe

α=0.55 (Rubric) • β=0.25 (Semantic) • γ=0.10 (Experience) • δ=0.10 (Gap)

Candidates

	Rank	Name	Match	Stage	Years
	1	SC Sarah Chen	83%	Shortlisted	4
	2	MJ Marcus Johnson	76%	Screening	3

Sarah Chen

83% Match Shortlisted

Score Breakdown

Rubric Score 85%

Semantic Match 78%

Experience 92%

Gap Penalty -12%

Skill Analysis

Python Excellent (4.5/5)

SQL Strong (4/5)

Pandas Excellent (4.5/5)

AWS Moderate (3/5)

AI Suggestions

Sarah shows exceptional Python and Pandas skills with 4+ years of relevant experience. Consider moving to technical interview. Minor gap in AWS experience could be addressed with training.