Analytics Engineering
Analytics Engineering is an individual-contributor Data + AI career progressing from guided delivery to enterprise expertise without requiring people management.
- Función
- Data & Analytics
- Arquetipo
- Engineering
- Nivel más alto
- L6 · Principal Analytics Engineer
Para qué existe
Transforms modeled data into governed analytical datasets, semantic models and trusted metrics for self-service analytics.
Responsabilidades típicas
Deliver analytics engineering outcomes; apply data/AI standards; manage quality, reliability and risk; collaborate across product, engineering, security, legal and business teams; at senior levels shape enterprise standards and strategy.
Dónde se trabaja
Technology companies, data/cloud platforms, financial services, consulting, shared services, product engineering and regulated enterprises adopting Data + AI.
Cómo avanza la carrera
Associate Analytics Engineer → Analytics Engineer → Senior Analytics Engineer → Staff Analytics Engineer → Senior Staff Analytics Engineer → Principal Analytics Engineer
Niveles de esta carrera
Seis etapas estándar. La séptima existe solo donde la carrera la contempla.
Qué se espera en L6 · Principal Analytics Engineer
Apply analytics engineering capability at acts as an enterprise expert influencing multiple domains and major outcomes.
Las cinco dimensiones que cambian
- Autonomía
- Enterprise authority
- Alcance
- Acts as an enterprise expert influencing multiple domains and major outcomes.
- Complejidad
- Systemic
- Influencia
- Enterprise / industry
- Impacto en el negocio
- Enterprise / industry
- Ambigüedad
- High
Cómo se ve un buen desempeño
Produces trustworthy analytics engineering outcomes, makes sound trade-offs, communicates evidence and risks, and demonstrates the autonomy and impact expected at L6.
Evidencia típica
Completed analytics engineering work products or production outcomes; documented decisions; measurable improvements in quality, reliability, risk, speed, cost or business outcomes; peer/stakeholder evidence of L6 scope.
Habilidades esperadas en L6
Agrupadas en humanas, profesionales y técnicas. La proficiencia meta usa la escala P1–P7, y cada fila dice qué significa ese nivel para esa habilidad.
Humanas10
| Humanas | P | De apoyo |
|---|---|---|
| Clear verbal communicationCommunication & Language | P6ExpertDe apoyo | Sets enterprise direction for Clear verbal communication and integrates it into governance and strategy. |
| Clear written communicationCommunication & Language | P6ExpertDe apoyo | Sets enterprise direction for Clear written communication and integrates it into governance and strategy. |
| CollaborationCollaboration & Relationships | P6ExpertDe apoyo | Sets enterprise direction for Collaboration and integrates it into governance and strategy. |
| Critical thinkingThinking & Problem Solving | P6ExpertDe apoyo | Sets enterprise direction for Critical thinking and integrates it into governance and strategy. |
| Cross-functional collaborationCollaboration & Relationships | P6ExpertDe apoyo | Sets enterprise direction for Cross-functional collaboration and integrates it into governance and strategy. |
| Learning agilityExecution & Self-Management | P6ExpertDe apoyo | Sets enterprise direction for Learning agility and integrates it into governance and strategy. |
| MentoringCollaboration & Relationships | P6ExpertDe apoyo | Sets enterprise direction for Mentoring and integrates it into governance and strategy. |
| Stakeholder alignmentInfluence & Leadership Without Authority | P6ExpertDe apoyo | Sets enterprise direction for Stakeholder alignment and integrates it into governance and strategy. |
| Strategic thinkingThinking & Problem Solving | P6ExpertDe apoyo | Sets enterprise direction for Strategic thinking and integrates it into governance and strategy. |
| Structured problem solvingThinking & Problem Solving | P6ExpertDe apoyo | Sets enterprise direction for Structured problem solving and integrates it into governance and strategy. |
Profesionales7
| Profesionales | P | De apoyo |
|---|---|---|
| Analytics problem framingData & Analytics Practice | P6ExpertCentral | Sets enterprise direction for Analytics problem framing and integrates it into governance and strategy. |
| Data contracts governanceData & Analytics Practice | P6ExpertDe apoyo | Sets enterprise direction for Data contracts governance and integrates it into governance and strategy. |
| Data governanceCybersecurity, Privacy & Data Governance Standards | P6ExpertDe apoyo | Sets enterprise direction for Data governance and integrates it into governance and strategy. |
| Data product managementData & Analytics Practice | P6ExpertDe apoyo | Sets enterprise direction for Data product management and integrates it into governance and strategy. |
| Data quality managementCybersecurity, Privacy & Data Governance Standards | P6ExpertDe apoyo | Sets enterprise direction for Data quality management and integrates it into governance and strategy. |
| KPI designData & Analytics Practice | P6ExpertCentral | Sets enterprise direction for KPI design and integrates it into governance and strategy. |
| Metrics definitionData & Analytics Practice | P6ExpertCentral | Sets enterprise direction for Metrics definition and integrates it into governance and strategy. |
Técnicas12
| Técnicas | P | De apoyo |
|---|---|---|
| Apache SparkDatabases & Data Platforms | P6ExpertDe apoyo | Sets enterprise technical standards for Apache Spark and shapes platform or architecture direction. |
| Dashboard developmentAnalytics, BI & Data Visualization | P6ExpertCentral | Sets enterprise technical standards for Dashboard development and shapes platform or architecture direction. |
| Data catalog platformsDatabases & Data Platforms | P6ExpertDe apoyo | Sets enterprise technical standards for Data catalog platforms and shapes platform or architecture direction. |
| Data contract implementationDatabases & Data Platforms | P6ExpertDe apoyo | Sets enterprise technical standards for Data contract implementation and shapes platform or architecture direction. |
| Data lineage toolingDatabases & Data Platforms | P6ExpertDe apoyo | Sets enterprise technical standards for Data lineage tooling and shapes platform or architecture direction. |
| Data modelingDatabases & Data Platforms | P6ExpertCentral | Sets enterprise technical standards for Data modeling and shapes platform or architecture direction. |
| Data visualization implementationAnalytics, BI & Data Visualization | P6ExpertDe apoyo | Sets enterprise technical standards for Data visualization implementation and shapes platform or architecture direction. |
| DatabricksDatabases & Data Platforms | P6ExpertDe apoyo | Sets enterprise technical standards for Databricks and shapes platform or architecture direction. |
| Dimensional modelingDatabases & Data Platforms | P6ExpertCentral | Sets enterprise technical standards for Dimensional modeling and shapes platform or architecture direction. |
| SQL analyticsAnalytics, BI & Data Visualization | P6ExpertCentral | Sets enterprise technical standards for SQL analytics and shapes platform or architecture direction. |
| Semantic layer engineeringAnalytics, BI & Data Visualization | P6ExpertCentral | Sets enterprise technical standards for Semantic layer engineering and shapes platform or architecture direction. |
| dbtDatabases & Data Platforms | P6ExpertCentral | Sets enterprise technical standards for dbt and shapes platform or architecture direction. |
Es el nivel más alto de esta carrera.
Carreras cercanas
Calculadas por habilidades compartidas. Es una señal para explorar, no una garantía de contratación ni de elegibilidad.
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Marco de carreras v21, activo desde 17 de agosto de 2026.