8 Signals

dbt Enterprise Readiness Advisor

A SaaS tool that audits dbt projects and generates enterprise-ready recommendations for reliability, governance, and AI analytics readiness.

Added Jun 14, 2026

Data Engineering

Analytics Engineering

Data Governance

Opportunity Score

Opportunity: Low (44%)

Evidence Strength

Vol: 5%

Urg: 50%

Spec: 20%

Market Analysis

medium

$ high

The Problem

Data teams using dbt need to turn raw data into reliable, actionable insights while supporting growing AI use cases. Enterprise customers also need clear recommendations and consensus-building guidance to move modern data stack projects forward.

Potential Solution

The product connects to a dbt project and warehouse metadata, analyzes model structure, semantic layer usage, documentation, tests, lineage, and governance gaps, then produces prioritized enterprise recommendations. It creates shareable remediation plans for data engineers, architects, and customer-facing teams to align stakeholders around next steps.

Why Now?

AI is accelerating data work, increasing pressure on teams to make governed, reliable analytics infrastructure ready for broader automation and decision-making use cases.

Showing 1-13 of 13 signals

Job ads

Aug 19, 2026

taskrabbit

Senior Data Engineer

Develop dbt models and semantic layers that let the team quickly stand up and measure in-market tests, such as multi-category punch cards or a recurring-category revenue model Use AI coding tools as a default part of your workflow — to scaffold pipelines, write tests, and speed up code review — so the team can move from hypothesis to live test quickly

Job ads

Jun 29, 2026

braze

Lead Business Analyst I

BI Layer Execution: Develop LookML models and dashboards as needed to finalize the delivery of your data products. You ensure the visualization layer remains an accurate and performant reflection of the underlying dbt architecture. Semantic Governance: Build and maintain a robust semantic layer in dbt to provide strict guardrails for business users, enabling safe, reliable self-service analytics free from metric divergence.

Job ads

Jun 29, 2026

elevenlabs

Data Engineer

Implement and maintain dbt best practices, data standards, and quality controls. Build self-service tooling and write clear documentation to empower cross-functional teams (Engineering, Revenue Operations, Growth, and others) to independently meet their data needs.

Job ads

Jun 14, 2026

Dbt Labs

Product Manager - Fusion

As of February 2025, we’ve surpassed $100 million in annual recurring revenue (ARR) and serve more than 5,400 dbt Platform customers, including AstraZeneca, Sky, Nasdaq, Volvo, JetBlue, and SafetyCulture.

Job ads

Jun 14, 2026

Dbt Labs

Senior Software Engineer, Semantic Layer

dbt Labs is the pioneer of analytics engineering, helping data teams transform raw data into reliable, actionable insights. Since 2016, we’ve grown from an open source project into the leading analytics engineering platform, now used by over 90,000 teams every week, driving data transformations and AI use cases.

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