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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in SQL, LookML, and GA4 for advanced analytics and reporting, while effectively managing stakeholder relationships and leading analytical initiatives. Proficient in A/B testing, statistical analysis, and AI-augmented analytics to drive data-driven decision-making.
Highest-signal resume keywords
Advanced SQLLookML DevelopmentGA4 ImplementationStatistical AnalysisA/B Testing
Tech Stack
Tools & technologiesAbout the role
Key responsibilities & impact- Own end-to-end delivery of complex analytical initiatives, from business-question framing through execution, presentation, and stakeholder follow-through
- Proactively identify KPI trends, anomalies, opportunities, and risks
- Deliver ad-hoc analysis and actionable recommendations to customers, executives, and internal stakeholders
- Advise Marketing, Product, Finance, Engineering, Account Management, and Support/Operations
- Design and support statistically valid A/B tests, including hypotheses, sample sizing, metrics, and results analysis
- Own GA4 reporting, custom dimensions and metrics, tracking-plan validation, and GA-to-warehouse integration
- Design, build, and maintain Looker Explores and dashboards
- Develop, document, and test LookML, including complex dimensions, measures, derived tables, and Explore configurations
- Maintain canonical metric definitions and resolve semantic-layer discrepancies
- Expand self-service analytics across business units
- Monitor data-product accuracy and freshness and investigate data-quality issues
- Write performant SQL and collaborate on query optimization, compute efficiency, and derived-table design
- Collaborate on LookML architecture and semantic-layer design
- Support customer analytics for segmentation, LTV, and churn; incorporate Data Science ML outputs
- Diagnose data-pipeline freshness and quality issues and communicate resolution timelines
- Own SQL, LookML, documentation, and code-review standards
- Mentor Junior Data Analysts and escalate development needs to the Manager
- Build reusable SQL, LookML, analysis, and documentation assets
- Contribute to standards updates, governance policies, or best-practice guides
- Apply LLM and AI tools to accelerate analytics workflows
- Design and build natural-language self-service analytics agents
- Configure Cortex Analyst or equivalent AI-assisted BI platforms
- Define validation, hallucination-detection, and review standards for AI-generated outputs
- Prototype AI tooling and present build-versus-buy recommendations
Requirements
What you’ll need- 5–7 years of total experience in core technical skills
- 4–5 years of advanced SQL, including window functions, CTEs, complex analytical queries, query optimization, and performance tuning
- 3–4 years of Looker expertise, including LookML development, Explores, dashboards, data visualization, and self-service analytics design
- 2–3 years of GA4 implementation, configuration, reporting, tracking strategy, and warehouse integration
- 1–2 years of Python/programming experience preferred, including data manipulation, automation, Git, and code review
- 2–3 years of A/B testing and experimentation experience
- 3–4 years of statistical analysis, including descriptive and inferential statistics, trend analysis, and anomaly detection
- 1–2 years of hands-on AI-augmented analytics experience using GPT-4, Gemini, Cortex Analyst, or equivalent
- Experience with AI agent development, prompt engineering, AI output validation, and quality standards
- 4–5 years of stakeholder management, cross-functional collaboration, executive communication, and presentation
- 3–4 years of business analytics, including segmentation, LTV, churn, KPI development, metric definition, and analytical frameworks
- 2–3 years of team leadership, mentoring junior analysts, code review, standards enforcement, and documentation
- 3–4 years of project management and end-to-end analytical project ownership
- Must work Eastern Standard Time (United States)
- No visa sponsorship
Benefits
Comp & perks- Medical, dental, vision and FSA benefits
- Healthcare and Dependent Care reimbursement programs
- Employee Assistance Program (EAP)
- Optum Care 24-hour confidential medical counseling services
- Ten paid holidays per calendar year
- 15 days of PTO in the first 12 months and 22 days in subsequent years
- 401(k) Plan eligibility from employment start date
- College tuition and education assistance programs
- Udemy Learning courses
- Ongoing learning and development opportunities
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
SQLLookMLGA4Statistical AnalysisA/B TestingPythonData VisualizationData ManipulationQuery OptimizationPerformance Tuning
Soft Skills
Stakeholder ManagementCross-Functional CollaborationExecutive CommunicationMentoringProject Management
Tools & Technologies
LookerCortex AnalystAI ToolsGitData Warehouse
Industry Keywords
KPI DevelopmentMetric DefinitionAnalytical FrameworksData QualitySelf-Service Analytics