II.
Role overview
Reference · liverole:data-analyst
Data Analyst overview
Explores and interprets business and product data to answer operational questions and surface actionable insights for stakeholders. Builds reports, dashboards, and ad-hoc analyses using SQL and BI tools, translating raw numbers into clear narratives. Works closely with product managers, finance, and operations teams to track KPIs and identify areas for improvement.
Attributes
displayName
Data Analyst
isAgentic
false
automatability
0.7
description
Explores and interprets business and product data to answer operational questions
and surface actionable insights for stakeholders. Builds reports, dashboards, and
ad-hoc analyses using SQL and BI tools, translating raw numbers into clear
narratives. Works closely with product managers, finance, and operations teams
to track KPIs and identify areas for improvement.
seniority
mid
Outgoing edges
holds_responsibility5
- responsibility:metric-definition·ResponsibilityMetric Definition
- responsibility:stakeholder-communication·ResponsibilityStakeholder Communication
- responsibility:data-quality·ResponsibilityData Quality
- responsibility:documentation·ResponsibilityDocumentation
- responsibility:slo-definition·ResponsibilitySLO definition
requires_expertise2
- skill-area:python-data-pipelines·SkillAreaPython Data Pipelines
- skill-area:postgres-tuning·SkillAreaPostgres Performance Tuning
requires_skill3
- domain:data-science·DomainData Science
- domain:databases·DomainDatabases
- specialization:data-engineering-analytics·Specialization
Incoming edges
involves_role43
- workflow:data-pipeline-deployment·WorkflowData Pipeline Deployment
- workflow:data-quality-monitoring·WorkflowData Quality Monitoring
- workflow:youtube-video-ad-campaign·WorkflowYouTube Video Ad Campaign
- workflow:linkedin-sponsored-content-management·WorkflowLinkedIn Sponsored Content Management
- workflow:tiktok-short-form-ad-cycle·WorkflowTikTok Short-Form Ad Cycle
- workflow:google-shopping-feed-optimization·WorkflowGoogle Shopping Feed Optimization
- workflow:podcast-advertising-management·WorkflowPodcast Advertising Management
- workflow:out-of-home-advertising-review·WorkflowOut-of-Home Advertising Review
- workflow:affiliate-program-management·WorkflowAffiliate Program Management
- workflow:business-case-development·WorkflowBusiness Case Development
- workflow:community-feedback-to-product-loop·WorkflowCommunity Feedback to Product Loop
- workflow:supply-chain-risk-monitoring·WorkflowSupply Chain Risk Monitoring
- workflow:ad-hoc-analysis-request-cycle·WorkflowAd-Hoc Analysis Request Cycle
- workflow:dashboard-development-cycle·WorkflowDashboard Development Cycle
- workflow:data-quality-investigation·WorkflowData Quality Investigation
- workflow:metrics-definition-alignment·WorkflowMetrics Definition Alignment
- workflow:credit-risk-assessment·WorkflowCredit Risk Assessment
- workflow:liquidity-risk-monitoring·WorkflowLiquidity Risk Monitoring
- workflow:multi-touch-attribution-calibration·WorkflowMulti-Touch Attribution Calibration
- workflow:customer-acquisition-cost-review·WorkflowCustomer Acquisition Cost Review
- workflow:cohort-retention-analysis·WorkflowCohort Retention Analysis
- workflow:campaign-post-mortem-analysis·WorkflowCampaign Post-Mortem Analysis
- workflow:newsletter-growth-management·WorkflowNewsletter Growth Management
- workflow:demand-generation-campaign·WorkflowDemand Generation Campaign
- workflow:lead-nurture-sequence-optimization·WorkflowLead Nurture Sequence Optimization
- workflow:customer-marketing-campaign·WorkflowCustomer Marketing Campaign
- workflow:account-based-marketing-cycle·WorkflowAccount-Based Marketing Cycle
- workflow:marketing-data-warehouse-governance·WorkflowMarketing Data Warehouse Governance
- workflow:seo-technical-audit·WorkflowSEO Technical Audit
- workflow:marketing-budget-allocation-review·WorkflowMarketing Budget Allocation Review
- workflow:key-risk-indicator-monitoring·WorkflowKey Risk Indicator Monitoring
- workflow:inside-sales-cadence-optimization·WorkflowInside Sales Cadence Optimization
- workflow:demo-and-trial-conversion-management·WorkflowDemo and Trial Conversion Management
- workflow:upsell-cross-sell-motion·WorkflowUpsell and Cross-Sell Motion
- workflow:sales-tech-stack-optimization·WorkflowSales Tech Stack Optimization
- workflow:smb-self-serve-funnel·WorkflowSMB Self-Serve Funnel
- workflow:mid-market-sales-cycle·WorkflowMid-Market Sales Cycle
- workflow:live-chat-support-optimization·WorkflowLive Chat Support Optimization
- workflow:phone-support-queue-management·WorkflowPhone Support Queue Management
- workflow:email-support-workflow·WorkflowEmail Support Workflow
- workflow:social-media-support-monitoring·WorkflowSocial Media Support Monitoring
- workflow:in-app-support-widget-optimization·WorkflowIn-App Support Widget Optimization
- workflow:billing-support-workflow·WorkflowBilling Support Workflow
lib_involves_role179
- lib-agent:data-engineering-analytics--bi-analytics-engineer·LibraryAgentBI Analytics Engineer Agent
- lib-agent:data-engineering-analytics--dimensional-modeler·LibraryAgentDimensional Modeler Agent
- lib-agent:data-science-ml--ab-test-analyst·LibraryAgentab-test-analyst
- lib-agent:data-science-ml--eda-analyst·LibraryAgenteda-analyst
- lib-agent:data-science-ml--experiment-designer·LibraryAgentexperiment-designer
- lib-agent:decision-intelligence--bayesian-analyst·LibraryAgentbayesian-analyst
- lib-agent:decision-intelligence--bi-analyst·LibraryAgentbi-analyst
- lib-agent:decision-intelligence--competitive-analyst·LibraryAgentcompetitive-analyst
- lib-agent:decision-intelligence--consistency-validator·LibraryAgentconsistency-validator
- lib-agent:decision-intelligence--dashboard-architect·LibraryAgentdashboard-architect
- lib-agent:decision-intelligence--debiasing-coach·LibraryAgentdebiasing-coach
- lib-agent:decision-intelligence--decision-archivist·LibraryAgentdecision-archivist
- lib-agent:decision-intelligence--decision-framing-specialist·LibraryAgentdecision-framing-specialist
- lib-agent:decision-intelligence--decision-quality-assessor·LibraryAgentdecision-quality-assessor
- lib-agent:decision-intelligence--experimentation-manager·LibraryAgentexperimentation-manager
- lib-agent:decision-intelligence--insight-translator·LibraryAgentinsight-translator
- lib-agent:decision-intelligence--market-intelligence-analyst·LibraryAgentmarket-intelligence-analyst
- lib-agent:decision-intelligence--mcda-facilitator·LibraryAgentmcda-facilitator
- lib-agent:decision-intelligence--predictive-analyst·LibraryAgentpredictive-analyst
- lib-agent:decision-intelligence--real-time-decision-engineer·LibraryAgentreal-time-decision-engineer
- lib-agent:decision-intelligence--risk-analyst·LibraryAgentrisk-analyst
- lib-agent:decision-intelligence--scenario-planner·LibraryAgentscenario-planner
- lib-agent:decision-intelligence--trade-off-analyst·LibraryAgenttrade-off-analyst
- lib-agent:entrepreneurship--market-analyst·LibraryAgentmarket-analyst
- lib-agent:knowledge-management--knowledge-analyst·LibraryAgentknowledge-analyst
- lib-agent:logistics--demand-planner·LibraryAgentdemand-planner
- lib-agent:logistics--inventory-analyst·LibraryAgentinventory-analyst
- lib-agent:logistics--logistics-analytics-specialist·LibraryAgentlogistics-analytics-specialist
- lib-agent:operations--demand-planning-analyst·LibraryAgentdemand-planning-analyst
- lib-agent:operations--measurement-systems-analyst·LibraryAgentmeasurement-systems-analyst
- lib-agent:operations--operations-analyst·LibraryAgentoperations-analyst
- lib-agent:operations--process-improvement-analyst·LibraryAgentprocess-improvement-analyst
- lib-agent:operations--six-sigma-black-belt·LibraryAgentsix-sigma-black-belt
- lib-agent:operations--spc-implementation-specialist·LibraryAgentspc-implementation-specialist
- lib-agent:project-management--evm-analyst·LibraryAgentevm-analyst
- lib-agent:project-management--schedule-analyst·LibraryAgentschedule-analyst
- lib-agent:public-relations--pr-measurement-analyst·LibraryAgentpr-measurement-analyst
- lib-agent:supply-chain--demand-planner·LibraryAgentdemand-planner
- lib-agent:supply-chain--supplier-performance-manager·LibraryAgentsupplier-performance-manager
- lib-agent:supply-chain--supply-chain-analyst·LibraryAgentsupply-chain-analyst
- lib-agent:travel--data-quality-inspector·LibraryAgentdata-quality-inspector
- lib-agent:travel--itinerary-narrator·LibraryAgentitinerary-narrator
- lib-agent:travel--open-data-scout·LibraryAgentopen-data-scout
- lib-agent:travel--python-etl-engineer·LibraryAgentpython-etl-engineer
- lib-agent:travel--sql-query-composer·LibraryAgentsql-query-composer
- lib-agent:travel--stopover-strategist·LibraryAgentstopover-strategist
- lib-agent:travel--traveler-profiler·LibraryAgenttraveler-profiler
- lib-agent:travel--trip-scope-planner·LibraryAgenttrip-scope-planner
- lib-agent:arts-culture--registrar-agent·LibraryAgentregistrar-agent
- lib-agent:education--assessment-design-specialist·LibraryAgentassessment-design-specialist
- lib-agent:education--learning-evaluation-analyst·LibraryAgentlearning-evaluation-analyst
- lib-agent:healthcare--documentation-integrity-specialist·LibraryAgentdocumentation-integrity-specialist
- lib-agent:social-sciences--mixed-methods-coordinator·LibraryAgentmixed-methods-coordinator
- lib-agent:social-sciences--survey-research-director·LibraryAgentsurvey-research-director
- lib-agent:game-development--analytics-engineer·LibraryAgentanalytics-engineer
- lib-agent:game-development--monetization-analyst·LibraryAgentmonetization-analyst
- lib-process:decision-intelligence--ab-testing-experimentation·LibraryProcessspecializations/domains/business/decision-intelligence/ab-testing-experimentation
- lib-process:decision-intelligence--cognitive-bias-debiasing·LibraryProcessspecializations/domains/business/decision-intelligence/cognitive-bias-debiasing
- lib-process:decision-intelligence--collaborative-decision-support·LibraryProcessspecializations/domains/business/decision-intelligence/collaborative-decision-support
- lib-process:decision-intelligence--competitive-battlecard-development·LibraryProcessspecializations/domains/business/decision-intelligence/competitive-battlecard-development
- lib-process:decision-intelligence--competitor-monitoring-system·LibraryProcessspecializations/domains/business/decision-intelligence/competitor-monitoring-system
- lib-process:decision-intelligence--customer-segmentation-analysis·LibraryProcessspecializations/domains/business/decision-intelligence/customer-segmentation-analysis
- lib-process:decision-intelligence--data-visualization-standards·LibraryProcessspecializations/domains/business/decision-intelligence/data-visualization-standards
- lib-process:decision-intelligence--decision-documentation-learning·LibraryProcessspecializations/domains/business/decision-intelligence/decision-documentation-learning
- lib-process:decision-intelligence--decision-quality-assessment·LibraryProcessspecializations/domains/business/decision-intelligence/decision-quality-assessment
- lib-process:decision-intelligence--decision-support-system-architecture·LibraryProcessspecializations/domains/business/decision-intelligence/decision-support-system-architecture
- lib-process:decision-intelligence--executive-dashboard-development·LibraryProcessspecializations/domains/business/decision-intelligence/executive-dashboard-development
- lib-process:decision-intelligence--geographic-market-analysis·LibraryProcessspecializations/domains/business/decision-intelligence/geographic-market-analysis
- lib-process:decision-intelligence--hypothesis-driven-analytics·LibraryProcessspecializations/domains/business/decision-intelligence/hypothesis-driven-analytics
- lib-process:decision-intelligence--industry-trend-analysis·LibraryProcessspecializations/domains/business/decision-intelligence/industry-trend-analysis
- lib-process:decision-intelligence--insight-to-action-process·LibraryProcessspecializations/domains/business/decision-intelligence/insight-to-action-process
- lib-process:decision-intelligence--knowledge-driven-dss·LibraryProcessspecializations/domains/business/decision-intelligence/knowledge-driven-dss
- lib-process:decision-intelligence--kpi-framework-development·LibraryProcessspecializations/domains/business/decision-intelligence/kpi-framework-development
- lib-process:decision-intelligence--market-sizing-opportunity-assessment·LibraryProcessspecializations/domains/business/decision-intelligence/market-sizing-opportunity-assessment
- lib-process:decision-intelligence--monte-carlo-simulation·LibraryProcessspecializations/domains/business/decision-intelligence/monte-carlo-simulation
- lib-process:decision-intelligence--multi-criteria-decision-analysis·LibraryProcessspecializations/domains/business/decision-intelligence/multi-criteria-decision-analysis
- lib-process:decision-intelligence--operational-reporting-system-design·LibraryProcessspecializations/domains/business/decision-intelligence/operational-reporting-system-design
- lib-process:decision-intelligence--patent-ip-intelligence·LibraryProcessspecializations/domains/business/decision-intelligence/patent-ip-intelligence
- lib-process:decision-intelligence--predictive-analytics-implementation·LibraryProcessspecializations/domains/business/decision-intelligence/predictive-analytics-implementation
- lib-process:decision-intelligence--prescriptive-analytics-optimization·LibraryProcessspecializations/domains/business/decision-intelligence/prescriptive-analytics-optimization
- lib-process:decision-intelligence--pricing-intelligence-analysis·LibraryProcessspecializations/domains/business/decision-intelligence/pricing-intelligence-analysis
- lib-process:decision-intelligence--real-time-decision-analytics·LibraryProcessspecializations/domains/business/decision-intelligence/real-time-decision-analytics
- lib-process:decision-intelligence--self-service-analytics-enablement·LibraryProcessspecializations/domains/business/decision-intelligence/self-service-analytics-enablement
- lib-process:decision-intelligence--strategic-scenario-development·LibraryProcessspecializations/domains/business/decision-intelligence/strategic-scenario-development
- lib-process:decision-intelligence--structured-decision-making·LibraryProcessspecializations/domains/business/decision-intelligence/structured-decision-making
- lib-process:decision-intelligence--voice-of-customer-integration·LibraryProcessspecializations/domains/business/decision-intelligence/voice-of-customer-integration
- lib-process:decision-intelligence--war-gaming-competitive-response·LibraryProcessspecializations/domains/business/decision-intelligence/war-gaming-competitive-response
- lib-process:decision-intelligence--what-if-analysis-framework·LibraryProcessspecializations/domains/business/decision-intelligence/what-if-analysis-framework
- lib-process:decision-intelligence--win-loss-analysis-program·LibraryProcessspecializations/domains/business/decision-intelligence/win-loss-analysis-program
- lib-process:social-sciences--academic-manuscript-preparation·LibraryProcesssocial-sciences/academic-manuscript-preparation
- lib-process:social-sciences--cost-benefit-analysis·LibraryProcesssocial-sciences/cost-benefit-analysis
- lib-process:social-sciences--cross-cultural-measurement-adaptation·LibraryProcesssocial-sciences/cross-cultural-measurement-adaptation
- lib-process:social-sciences--ethnographic-fieldwork·LibraryProcesssocial-sciences/ethnographic-fieldwork
- lib-process:social-sciences--experimental-design·LibraryProcesssocial-sciences/experimental-design
- lib-process:social-sciences--focus-group-facilitation·LibraryProcesssocial-sciences/focus-group-facilitation
- lib-process:social-sciences--grounded-theory-development·LibraryProcesssocial-sciences/grounded-theory-development
- lib-process:social-sciences--in-depth-interview-protocol·LibraryProcesssocial-sciences/in-depth-interview-protocol
- lib-process:social-sciences--literature-review-synthesis·LibraryProcesssocial-sciences/literature-review-synthesis
- lib-process:social-sciences--mixed-methods-research-design·LibraryProcesssocial-sciences/mixed-methods-research-design
- lib-process:social-sciences--multilevel-modeling·LibraryProcesssocial-sciences/multilevel-modeling
- lib-process:social-sciences--natural-experiment-analysis·LibraryProcesssocial-sciences/natural-experiment-analysis
- lib-process:social-sciences--policy-brief-development·LibraryProcesssocial-sciences/policy-brief-development
- lib-process:social-sciences--policy-impact-assessment·LibraryProcesssocial-sciences/policy-impact-assessment
- lib-process:social-sciences--program-evaluation·LibraryProcesssocial-sciences/program-evaluation
- lib-process:social-sciences--propensity-score-analysis·LibraryProcesssocial-sciences/propensity-score-analysis
- lib-process:social-sciences--qualitative-coding-analysis·LibraryProcesssocial-sciences/qualitative-coding-analysis
- lib-process:social-sciences--quasi-experimental-design·LibraryProcesssocial-sciences/quasi-experimental-design
- lib-process:social-sciences--research-pre-registration·LibraryProcesssocial-sciences/research-pre-registration
- lib-process:social-sciences--scale-development-validation·LibraryProcesssocial-sciences/scale-development-validation
- lib-process:social-sciences--social-network-analysis·LibraryProcesssocial-sciences/social-network-analysis
- lib-process:social-sciences--statistical-analysis-pipeline·LibraryProcesssocial-sciences/statistical-analysis-pipeline
- lib-process:social-sciences--structural-equation-modeling·LibraryProcesssocial-sciences/structural-equation-modeling
- lib-process:social-sciences--survey-administration·LibraryProcesssocial-sciences/survey-administration
- lib-process:social-sciences--survey-research-design·LibraryProcesssocial-sciences/survey-research-design
- lib-skill:data-engineering-analytics--ab-test-statistical-analyzer·LibrarySkillA/B Test Statistical Analyzer
- lib-skill:data-engineering-analytics--bi-semantic-layer-generator·LibrarySkillBI Semantic Layer Generator
- lib-skill:data-science-ml--jupyter-notebook-executor·LibrarySkilljupyter-notebook-executor
- lib-skill:data-science-ml--pandas-dataframe-analyzer·LibrarySkillpandas-dataframe-analyzer
- lib-skill:decision-intelligence--ahp-calculator·LibrarySkillahp-calculator
- lib-skill:decision-intelligence--bayesian-network-analyzer·LibrarySkillbayesian-network-analyzer
- lib-skill:decision-intelligence--calibration-trainer·LibrarySkillcalibration-trainer
- lib-skill:decision-intelligence--causal-inference-engine·LibrarySkillcausal-inference-engine
- lib-skill:decision-intelligence--competitive-intelligence-tracker·LibrarySkillcompetitive-intelligence-tracker
- lib-skill:decision-intelligence--constraint-satisfaction-solver·LibrarySkillconstraint-satisfaction-solver
- lib-skill:decision-intelligence--data-storytelling·LibrarySkilldata-storytelling
- lib-skill:decision-intelligence--decision-journal·LibrarySkilldecision-journal
- lib-skill:decision-intelligence--decision-tree-builder·LibrarySkilldecision-tree-builder
- lib-skill:decision-intelligence--decision-visualization·LibrarySkilldecision-visualization
- lib-skill:decision-intelligence--electre-comparator·LibrarySkillelectre-comparator
- lib-skill:decision-intelligence--hypothesis-tracker·LibrarySkillhypothesis-tracker
- lib-skill:decision-intelligence--kpi-tracker·LibrarySkillkpi-tracker
- lib-skill:decision-intelligence--market-research-aggregator·LibrarySkillmarket-research-aggregator
- lib-skill:decision-intelligence--pre-mortem-facilitator·LibrarySkillpre-mortem-facilitator
- lib-skill:decision-intelligence--promethee-evaluator·LibrarySkillpromethee-evaluator
- lib-skill:decision-intelligence--reference-class-forecaster·LibrarySkillreference-class-forecaster
- lib-skill:decision-intelligence--scenario-narrative-generator·LibrarySkillscenario-narrative-generator
- lib-skill:decision-intelligence--stakeholder-preference-elicitor·LibrarySkillstakeholder-preference-elicitor
- lib-skill:decision-intelligence--time-series-forecaster·LibrarySkilltime-series-forecaster
- lib-skill:decision-intelligence--topsis-ranker·LibrarySkilltopsis-ranker
- lib-skill:entrepreneurship--market-sizing·LibrarySkillmarket-sizing
- lib-skill:entrepreneurship--startup-metrics·LibrarySkillstartup-metrics
- lib-skill:knowledge-management--knowledge-analytics·LibrarySkillknowledge-analytics
- lib-skill:logistics--demand-forecasting-engine·LibrarySkilldemand-forecasting-engine
- lib-skill:logistics--demand-sensing-integrator·LibrarySkilldemand-sensing-integrator
- lib-skill:operations--control-chart-analyzer·LibrarySkillcontrol-chart-analyzer
- lib-skill:operations--cycle-time-analyzer·LibrarySkillcycle-time-analyzer
- lib-skill:operations--demand-forecaster·LibrarySkilldemand-forecaster
- lib-skill:operations--gage-rr-analyzer·LibrarySkillgage-rr-analyzer
- lib-skill:operations--oee-calculator·LibrarySkilloee-calculator
- lib-skill:operations--process-capability-calculator·LibrarySkillprocess-capability-calculator
- lib-skill:operations--root-cause-analyzer·LibrarySkillroot-cause-analyzer
- lib-skill:project-management--agile-metrics-calculator·LibrarySkillagile-metrics-calculator
- lib-skill:project-management--kanban-analyzer·LibrarySkillkanban-analyzer
- lib-skill:public-relations--media-monitoring·LibrarySkillmedia-monitoring
- lib-skill:public-relations--pr-analytics·LibrarySkillpr-analytics
- lib-skill:public-relations--reputation-intelligence·LibrarySkillreputation-intelligence
- lib-skill:public-relations--social-listening-pr·LibrarySkillsocial-listening-pr
- lib-skill:supply-chain--demand-forecasting-engine·LibrarySkilldemand-forecasting-engine
- lib-skill:supply-chain--demand-sensing-integrator·LibrarySkilldemand-sensing-integrator
- lib-skill:supply-chain--forecast-accuracy-analyzer·LibrarySkillforecast-accuracy-analyzer
- lib-skill:supply-chain--scor-kpi-dashboard-builder·LibrarySkillscor-kpi-dashboard-builder
- lib-skill:supply-chain--supplier-scorecard-engine·LibrarySkillsupplier-scorecard-engine
- lib-skill:arts-culture--audience-analytics·LibrarySkillaudience-analytics
- lib-skill:arts-culture--collection-documentation·LibrarySkillcollection-documentation
- lib-skill:education--assessment-item-development·LibrarySkillassessment-item-development
- lib-skill:education--learning-analytics-interpretation·LibrarySkilllearning-analytics-interpretation
- lib-skill:healthcare--clinical-decision-support-rules·LibrarySkillclinical-decision-support-rules
- lib-skill:healthcare--clinical-documentation-query·LibrarySkillclinical-documentation-query
- lib-skill:healthcare--quality-metrics-measurement·LibrarySkillquality-metrics-measurement
- lib-skill:healthcare--revenue-cycle-analytics·LibrarySkillrevenue-cycle-analytics
- lib-skill:humanities--ethnographic-coding-thematics·LibrarySkillethnographic-coding-thematics
- lib-skill:humanities--gis-mapping-humanities·LibrarySkillgis-mapping-humanities
- lib-skill:social-sciences--mixed-methods-integration·LibrarySkillmixed-methods-integration
- lib-skill:social-sciences--qualitative-analysis·LibrarySkillqualitative-analysis
- lib-skill:social-sciences--survey-design-administration·LibrarySkillsurvey-design-administration
- lib-skill:game-development--ab-testing·LibrarySkillab-testing
- lib-skill:game-development--economy-balancing·LibrarySkilleconomy-balancing
- lib-skill:game-development--game-analytics·LibrarySkillgame-analytics
- lib-skill:game-development--player-retention·LibrarySkillplayer-retention
used_by_role4
- stack-profile:internal-dashboard·StackProfileInternal Dashboard Stack (React, Recharts, Express, PostgreSQL, Redis)
- stack-profile:analytics-dashboard·StackProfileAnalytics Dashboard Stack (React, D3, Recharts, Python, FastAPI, Grafana)
- stack-profile:hr-people-analytics·StackProfileHR / People Analytics Stack (Python, PostgreSQL, dbt, Metabase, FastAPI)
- stack-profile:etl-reverse-etl·StackProfileETL / Reverse ETL (Python, Airbyte, dbt, PostgreSQL, Airflow)