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All teams

Team

Data & Analytics

10 roles included, with the handoffs between them already defined.

Roles included

AI, Data & Research

Audited

Data Director

Director Level

The Data Director owns the data function - typically the platform/engineering, analytics, and data-science teams together - and is accountable for what that function delivers to the business: dependable decision support, a data platform the company can build on, and analytics people trust.

Roadmapping & PortfolioFP&A & PlanningAnalytics & BI

$124.99 once

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AI, Data & Research

Audited

Data Manager

Manager Level

The Data Manager is the first management tier of a data organization: the front-line people manager who runs a single data team day to day.

ITSM / Service DeskObservability & MonitoringAnalytics & BI

$74.99 once

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AI, Data & Research

Audited

Analytics Engineer

IC / Practitioner

The Analytics Engineer owns the transformation layer of the data stack - the "T" in ELT.

Data Pipeline (ETL/ELT)Data Warehouse & LakehouseAnalytics & BI

$24.99 once

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AI, Data & Research

Audited

Data Engineer

IC / Practitioner

The Data Engineer is the foundation of the data stack - the individual contributor who builds and runs the ingestion pipelines, the orchestration that schedules them, and the warehouse or lakehouse foundation everything else stands on.

Data Pipeline (ETL/ELT)API & Integration (iPaaS)AI / LLM Platform

$24.99 once

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AI, Data & Research

Audited

Data Scientist

IC / Practitioner

The Data Scientist is the applied-inference seat of a data team - the person who runs experiments, reasons about cause and effect, builds predictive and statistical models, and converts the result into a decision the business acts on.

AI / LLM PlatformLanguage + stats / ML librariesData Warehouse & Lakehouse

$24.99 once

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AI, Data & Research

Audited

Lead Analytics Engineer

Senior / Lead / Staff

The Lead Analytics Engineer sits at the top of the analytics-engineering IC ladder and is accountable for the practice - not for a domain and not for people.

Data Pipeline (ETL/ELT)Data Warehouse & LakehouseAnalytics & BI

$49.99 once

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AI, Data & Research

Audited

Senior Analytics Engineer

Senior / Lead / Staff

The Senior Analytics Engineer owns the hardest and most ambiguous parts of the transformation layer end to end, and sets the modeling patterns and the review bar the analytics-engineering team builds to.

Data Pipeline (ETL/ELT)Data Warehouse & LakehouseAnalytics & BI

$49.99 once

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Engineering & Technology

Audited

Database Engineer

IC / Practitioner

The Database Engineer is the engineer who owns operational database systems at the engine and data-tier level: query behavior, indexing, transactions, replication, high availability, backup and point-in-time recovery, capacity, and safe database change for the applications that depend on them.

Relational database enginesDocument and distributed operational storesQuery and engine analysis

$24.99 once

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AI, Data & Research

Audited

Data Engineer - Product

IC / Practitioner

The Data Engineer - Product is a data engineer embedded in a product team.

Instrumentation SDK / CDPAPI & Integration (iPaaS)Schema registry / tracking plan

$24.99 once

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AI, Data & Research

Audited

Sr. Director, Data Platform

Director / VP / Exec

The Sr.

Data Warehouse & LakehouseData Pipeline (ETL/ELT)ML / feature platform

$124.99 once

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