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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Proficient in SQL query optimization and workflow automation, with a strong ability to translate complex operational data into actionable business insights. Experienced in developing interactive dashboards and automating processes using Google Apps Script and Google Sheets.
Highest-signal resume keywords
SQL Query OptimizationGoogle Apps Script AutomationLooker Studio Dashboard DevelopmentStatistical Analysis and Metrics EvaluationData Storytelling and Stakeholder Recommendations
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
SQLGoogle BigQueryAmazon RedshiftJavaScriptGoogle SheetsCommon Table Expressions (CTEs)Precision and Recall MetricsF1-ScoreData NormalizationPython
Soft Skills
Proactive Problem SolvingAnalytical ThinkingEffective Communication
Tools & Technologies
Looker StudioGoogle Apps ScriptGoogle SheetsHTMLCSS
Industry Keywords
Operational TelemetryAutomated WorkflowsPerformance BottlenecksData DiscrepanciesAutonomous Vehicle Operations
Tech Stack
Tools & technologiesAmazon RedshiftBigQueryJavaScriptNumpyPandasPythonSQL
About the role
Key responsibilities & impact- Turn complex operational telemetry, task logs, and model evaluation data into actionable business intelligence and automated workflows
- Write optimized SQL queries across Google BigQuery and Amazon Redshift to extract, aggregate, and transform large-scale operational records
- Develop, deploy, and maintain custom automations, triggers, and lightweight internal Web Apps using Google Apps Script
- Track and analyze throughput metrics, including queue latency, handle times, reassignment ratios, and SLA compliance across operations teams
- Design and maintain executive-ready automated dashboards in Looker Studio and advanced Google Sheets
- Evaluate ground-truth labeling accuracy and classifier outputs using Precision, Recall, F1-Score, and Confusion Matrices
- Conduct statistical root cause investigations into performance bottlenecks, triage errors, and data discrepancies
- Translate operational data into business stories and actionable stakeholder recommendations
- Identify operational bottlenecks and build automated solutions to reduce manual reporting
Requirements
What you’ll need- Bachelor’s Degree in Computer Science, Computer Engineering, Electronics & Communications Engineering (ECE), Information Technology, or related quantitative field
- 2+ years of professional analytics experience combining SQL, dashboarding, and workflow automation
- Proven experience writing JavaScript-based scripts in Google Apps Script to automate data pipelines, sync data across Google Sheets, trigger email alerts, and interact with external APIs or BigQuery
- Experience developing custom functions, scheduled triggers, and interactive Google Sheets tools
- Hands-on proficiency querying Google BigQuery and Amazon Redshift
- Strong command of Common Table Expressions (CTEs), window functions, partitions, and query optimization techniques for high-volume datasets
- Mastery of complex Google Sheets formulas, including QUERY, FILTER, ARRAYFORMULA, INDEX/MATCH, and regex functions, and data normalization
- Deep experience building interactive dashboards in Looker Studio integrated with BigQuery and Google Sheets data sources
- Solid understanding of classification metrics: Precision, Recall, F1-score, False Positives/Negatives
- Ability to design sampling plans and statistical methods to audit labeling accuracy and task quality
- Ability to translate raw operational data into high-level business stories and actionable recommendations for stakeholders
- Proactive identification of operational bottlenecks and initiative to build automated solutions
- Experience with Python (pandas, numpy) for exploratory data analysis is nice-to-have
- Prior experience supporting autonomous vehicle (AV), geospatial, or large-scale AI annotation operations is nice-to-have
- Familiarity with basic HTML/CSS front-ends via Google Apps Script Web Apps is nice-to-have
Benefits
Comp & perks- Competitive industry salaries
- Comprehensive benefits packages
- Employee well-being support
- Inclusive environment
- Professional growth opportunities
- Internal mobility opportunities
- Reasonable accommodations during the hiring process
- Equal access to opportunities