Hybrid/Remote dbt Job Trends

dbt (data build tool)
UK > Work from Home

The table below provides summary statistics and salary benchmarking for remote or hybrid work requiring dbt skills. It covers permanent job vacancies from the 6 months leading up to 23 April 2026, with comparisons to the same periods in the previous two years.

6 months to
23 Apr 2026
Same period 2025 Same period 2024
Rank 296 167 304
Rank change year-on-year -129 +137 +249
Permanent jobs citing dbt 96 276 319
As % of all permanent jobs with remote/hybrid work options 0.54% 2.06% 0.98%
As % of the Cloud Services category 1.41% 4.61% 2.28%
Number of salaries quoted 36 269 305
10th Percentile £60,750 £72,500 £60,200
25th Percentile £66,091 £87,500 £78,750
Median annual salary (50th Percentile) £75,338 £110,000 £115,000
Median % change year-on-year -31.51% -4.35% +35.29%
75th Percentile £85,000 £137,500 £143,750
90th Percentile £92,750 £138,750 £165,000
UK median annual salary £75,000 £110,000 £100,000
% change year-on-year -31.82% +10.00% +33.33%

All Cloud Computing Skills
Work from Home

dbt falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies with remote or hybrid options requiring cloud computing skills.

Permanent vacancies with a requirement for cloud computing skills 6,788 5,993 14,020
As % of all permanent jobs with a WFH option 37.91% 44.78% 43.16%
Number of salaries quoted 4,579 4,696 12,054
10th Percentile £33,750 £32,750 £35,000
25th Percentile £45,750 £46,250 £45,000
Median annual salary (50th Percentile) £63,076 £62,500 £60,000
Median % change year-on-year +0.92% +4.17% -7.69%
75th Percentile £85,000 £83,750 £78,750
90th Percentile £100,000 £107,500 £97,500
UK median annual salary £60,000 £62,225 £57,500
% change year-on-year -3.58% +8.22% -11.54%

dbt
Job Vacancy Trend for Remote/Hybrid Jobs

Historical trend showing the proportion of permanent IT job postings citing dbt and offering remote or hybrid work options relative to all permanent IT jobs advertised.

dbt job vacancy trend for remote/hybrid jobs

dbt
Salary Trend for Remote/Hybrid Jobs

Salary distribution trend for jobs with remote/hybrid work options citing dbt.

Salary distribution trend for jobs with remote/hybrid work options citing dbt

dbt
Salary Histogram for Remote/Hybrid Jobs

Salary distribution for jobs with remote/hybrid work options citing dbt over the 6 months to 23 April 2026.

dbt salary histogram for jobs with remote/hybrid work options

dbt
Co-Occurring Skills & Capabilities in Remote/Hybrid Jobs by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 26 (27.08%) Apache Airflow
2 12 (12.50%) Apache Spark
3 2 (2.08%) Apache
Applications
1 1 (1.04%) Notion
Business Applications
1 4 (4.17%) Markit EDM
Cloud Services
1 56 (58.33%) Azure
2 48 (50.00%) Snowflake
3 39 (40.63%) AWS
4 31 (32.29%) Azure DevOps
5 29 (30.21%) GCP
6 18 (18.75%) Azure Key Vault
7 15 (15.63%) Azure Data Factory
8 14 (14.58%) Power Platform
9 12 (12.50%) GitHub
10 10 (10.42%) GitHub Copilot
10 10 (10.42%) PaaS
11 7 (7.29%) Cloud Composer
11 7 (7.29%) Matillion
12 6 (6.25%) Dagster
13 5 (5.21%) Amazon ECR
13 5 (5.21%) Amazon ECS
13 5 (5.21%) Amazon OpenSearch
13 5 (5.21%) AWS CodeBuild
13 5 (5.21%) Pulumi
13 5 (5.21%) Sentry
Communications & Networking
1 6 (6.25%) Broadband
2 5 (5.21%) TCP/IP
Database & Business Intelligence
1 27 (28.13%) Data Warehouse
2 14 (14.58%) BigQuery
2 14 (14.58%) Power BI
3 11 (11.46%) Metadata
3 11 (11.46%) PostgreSQL
4 9 (9.38%) Looker
4 9 (9.38%) Snowflake Schema
5 7 (7.29%) Relational Database
5 7 (7.29%) Tableau
6 6 (6.25%) Amazon RDS
7 5 (5.21%) Elasticsearch
7 5 (5.21%) Redis
8 4 (4.17%) Data Vault
8 4 (4.17%) SQL Server Integration Services
9 3 (3.13%) Amazon Redshift
9 3 (3.13%) Big Data
9 3 (3.13%) Data Lake
9 3 (3.13%) Semantic Layer
10 2 (2.08%) SQL Server
11 1 (1.04%) BusinessObjects
Development Applications
1 10 (10.42%) JIRA
2 5 (5.21%) Cucumber
2 5 (5.21%) JMeter
2 5 (5.21%) Locust
3 2 (2.08%) Git
General
1 46 (47.92%) Finance
2 33 (34.38%) Social Skills
3 24 (25.00%) Analytical Skills
4 17 (17.71%) Inclusion and Diversity
5 13 (13.54%) Law
6 7 (7.29%) Banking
6 7 (7.29%) Retail
7 4 (4.17%) Documentation Skills
8 2 (2.08%) Marketing
9 1 (1.04%) Influencing Skills
9 1 (1.04%) Music Industry
9 1 (1.04%) Publishing
9 1 (1.04%) Telecoms
Job Titles
1 40 (41.67%) Senior
2 30 (31.25%) Data Engineer
3 18 (18.75%) Azure Engineer
4 10 (10.42%) Lead
4 10 (10.42%) Senior Data Engineer
5 7 (7.29%) Architect
6 6 (6.25%) Snowflake Architect
7 5 (5.21%) Platform Engineer
7 5 (5.21%) Senior Platform Engineer
7 5 (5.21%) Test Leader
8 4 (4.17%) Applications Engineer
8 4 (4.17%) Applications Support
8 4 (4.17%) Applications Support Engineer
8 4 (4.17%) Data Scientist
8 4 (4.17%) Snowflake Data Engineer
8 4 (4.17%) Snowflake Engineer
8 4 (4.17%) Support Engineer
9 3 (3.13%) Analyst
9 3 (3.13%) Infrastructure Engineer
9 3 (3.13%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 15 (15.63%) Kafka
2 10 (10.42%) GraphQL
2 10 (10.42%) OAuth
2 10 (10.42%) OpenAPI
2 10 (10.42%) Swagger
3 8 (8.33%) YAML
4 5 (5.21%) Django
4 5 (5.21%) Gherkin
4 5 (5.21%) PySpark
5 2 (2.08%) AngularJS
5 2 (2.08%) CSS
5 2 (2.08%) HTML
5 2 (2.08%) Node.js
5 2 (2.08%) React
5 2 (2.08%) Vue
Miscellaneous
1 26 (27.08%) Cloud Native
2 8 (8.33%) Data Structures
3 7 (7.29%) Blog
4 6 (6.25%) Anti-Piracy
4 6 (6.25%) Social Media
5 5 (5.21%) Linux Command Line
6 2 (2.08%) Analytical Mindset
6 2 (2.08%) Contract for Difference
6 2 (2.08%) Distributed Systems
6 2 (2.08%) Greenfield Project
6 2 (2.08%) Reference Data
7 1 (1.04%) Data Fabric
7 1 (1.04%) Legacy Systems
Operating Systems
1 8 (8.33%) Linux
2 5 (5.21%) Unix
3 4 (4.17%) Windows
Processes & Methodologies
1 53 (55.21%) Data Modelling
2 49 (51.04%) DevOps
3 48 (50.00%) Agile
3 48 (50.00%) CI/CD
4 39 (40.63%) Analytics
5 35 (36.46%) Coaching
6 34 (35.42%) Data Engineering
7 33 (34.38%) Asset Management
8 31 (32.29%) ETL
9 29 (30.21%) Infrastructure as Code
10 28 (29.17%) Data Pipeline
11 27 (28.13%) Continuous Improvement
12 23 (23.96%) Problem-Solving
13 21 (21.88%) Mentoring
14 20 (20.83%) Data Governance
15 19 (19.79%) Platform Engineering
16 18 (18.75%) Migration
17 17 (17.71%) Business Intelligence
18 16 (16.67%) AI
18 16 (16.67%) Observability
Programming Languages
1 60 (62.50%) SQL
2 51 (53.13%) Python
3 25 (26.04%) Java
3 25 (26.04%) PowerShell
4 10 (10.42%) C#
5 9 (9.38%) Scala
6 6 (6.25%) C++
7 3 (3.13%) JavaScript
8 2 (2.08%) Ruby
9 1 (1.04%) Data Analysis Expressions
9 1 (1.04%) R
Qualifications
1 7 (7.29%) SC Cleared
1 7 (7.29%) Security Cleared
2 2 (2.08%) Computer Science Degree
2 2 (2.08%) Degree
2 2 (2.08%) SnowPro
Quality Assurance & Compliance
1 14 (14.58%) Accessibility
2 12 (12.50%) Data Quality
3 5 (5.21%) QA
3 5 (5.21%) WCAG
4 1 (1.04%) GDPR
System Software
1 15 (15.63%) Docker
2 4 (4.17%) Active Directory
Systems Management
1 32 (33.33%) Terraform
2 10 (10.42%) Kubernetes
3 5 (5.21%) AWS Copilot
3 5 (5.21%) Grafana
4 2 (2.08%) Argo
Vendors
1 27 (28.13%) Microsoft
2 9 (9.38%) Databricks
3 7 (7.29%) Google
4 4 (4.17%) Ab Initio
4 4 (4.17%) IBM
5 2 (2.08%) Red Hat
5 2 (2.08%) Talend
6 1 (1.04%) Alteryx
6 1 (1.04%) Apple
6 1 (1.04%) MuleSoft
6 1 (1.04%) Oracle
6 1 (1.04%) Salesforce
6 1 (1.04%) Spotify