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dbt jobs and hiring demand

Core and required roles are separated from contextual and optional mentions so the headline does not overstate job intent.

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117core + required roles156context + optional mentions125remote-friendly▼ -13 this week

Employer concentration

EPAM accounts for 69 of 273 mentions (25%). The remaining 204 mentions span other employers.

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dbt market intelligence visualization

AI & Data · responsibility and evidence

dbt market guide

dbt organizes data transformation using versioned models, dependencies, tests and documentation. It is associated with analytics engineering, where warehouse data is shaped into trustworthy analytical datasets. It does not replace every part of ingestion or orchestration around that transformation layer.

273 live roles60 hiring companies46% remote-friendly

Vacancy evidence map

Where dbt carries hiring weight

Each segment represents roles where dbt was parsed at that evidence tier. This keeps a required production skill separate from contextual stack language.

11 Core106 Required108 Supporting48 Optional
117core + required43% of mentions
4.6roles per company60 employers

Market interpretation

What dbt demand means in practice

dbt organizes data transformation using versioned models, dependencies, tests and documentation. It is associated with analytics engineering, where warehouse data is shaped into trustworthy analytical datasets. It does not replace every part of ingestion or orchestration around that transformation layer.

Describe the source and model grain, incremental behavior and tests that protect downstream users. Explain lineage, deployment and the effect of a changed schema. Strong evidence connects a model to a business definition and shows how correctness was checked, rather than only listing SQL statements or a warehouse provider.

Analytics EngineeringData Engineering
Technical references: dbt reference ↗

Reading the market

Signals to look for

  • Look for responsibility for model grain, lineage and business definitions.
  • Look for responsibility for incremental behavior and data-quality tests.
  • Look for responsibility for deployment and downstream schema-change handling.

Geographic demand

Top dbt locations

United States62Remote53Ukraine24United Kingdom23London, UK20India19Canada17California, United States16

Questions candidates ask

dbt hiring FAQ

What work does dbt represent?

dbt organizes data transformation using versioned models, dependencies, tests and documentation. It is associated with analytics engineering, where warehouse data is shaped into trustworthy analytical datasets. It does not replace every part of ingestion or orchestration around that transformation layer.

What evidence should I provide for a dbt role?

Describe the source and model grain, incremental behavior and tests that protect downstream users. Explain lineage, deployment and the effect of a changed schema. Strong evidence connects a model to a business definition and shows how correctness was checked, rather than only listing SQL statements or a warehouse provider.

How dbt appears in job requirements

Inferred from the title and requirement wording in 273 active roles; each role is counted once. Read the methodology.

Posting evidence, not a company-wide stack claim
Main / core
4%(11)
Required
39%(106)
Supporting / context
40%(108)
Nice-to-have
18%(48)

Skills mentioned with dbt

A shared posting does not always require both skills. Explicit alternatives are counted separately.

Python190 together61 both requiredSQL189 together79 both requiredCloud167 together44 both required1 alternativesAI160 together33 both requiredSnowflake160 together62 both required2 alternativesScalability143 together12 both required

Role graph

Roles hiring for dbt

Software Engineering 81Data Engineering 47Analytics Engineering 33Data & BI Analytics 14Product Management 9Machine Learning & AI 8Project & Program Management 7Sales & Account Management 7

Latest roles mentioning dbt

Product Analyst

Required

JustMarkets Tech — Europe

Analytics Engineer (Mobile BI and New Games)

Context

Wargaming — Belgrade, Serbia

Analytics Engineer (Mobile BI and New Games)

Context

Wargaming — Vilnius

Analytics Engineer (Mobile BI and New Games)

Context

Wargaming — Prague

Analytics Engineer (Mobile BI and New Games)

Context

Wargaming — Nicosia, Cyprus

Data Platform Engineer

Context

Universe Group — Ukraine

View all 273 roles mentioning dbt →