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 17 August 2026, with comparisons to the same periods in the previous two years.

6 months to
17 Aug 2026
Same period 2025 Same period 2024
Rank 370 214 86
Rank change year-on-year -156 -128 +310
Permanent jobs citing dbt 92 234 799
As % of all permanent jobs with remote/hybrid work options 0.40% 1.41% 3.25%
As % of the Cloud Services category 1.06% 3.92% 7.96%
Number of salaries quoted 63 231 791
10th Percentile £62,500 £65,000 £71,075
25th Percentile £67,079 £100,000 £85,000
Median annual salary (50th Percentile) £74,654 £110,000 £115,000
Median % change year-on-year -32.13% -4.35% +53.03%
75th Percentile £78,312 £137,500 £147,500
90th Percentile £91,000 - £165,000
UK median annual salary £74,830 £110,000 £115,000
% change year-on-year -31.97% -4.35% +64.29%

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 8,662 5,971 10,039
As % of all permanent jobs with a WFH option 37.96% 35.95% 40.77%
Number of salaries quoted 6,294 4,386 7,813
10th Percentile £35,000 £31,250 £37,000
25th Percentile £45,301 £42,500 £47,500
Median annual salary (50th Percentile) £62,500 £60,000 £65,000
Median % change year-on-year +4.17% -7.69% -
75th Percentile £85,000 £81,250 £85,000
90th Percentile £100,000 £110,000 £110,000
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - -5.51%

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 17 August 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 11 (11.96%) Apache Airflow
2 2 (2.17%) Apache
2 2 (2.17%) Apache Spark
Business Applications
1 1 (1.09%) Dynamics CRM
Cloud Services
1 29 (31.52%) AWS
2 28 (30.43%) GCP
3 21 (22.83%) Azure
4 17 (18.48%) Snowflake
5 13 (14.13%) AWS CloudFormation
6 12 (13.04%) Power Platform
7 6 (6.52%) Fivetran
7 6 (6.52%) SaaS
8 5 (5.43%) Cloud Composer
8 5 (5.43%) Datadog
8 5 (5.43%) PaaS
9 3 (3.26%) Alation
9 3 (3.26%) Azure Data Factory
9 3 (3.26%) Dynamics 365
9 3 (3.26%) GitHub
9 3 (3.26%) Google Ads
9 3 (3.26%) Google Analytics
10 2 (2.17%) AppsFlyer
10 2 (2.17%) Google Data Studio
10 2 (2.17%) Google Tag Manager
Communications & Networking
1 13 (14.13%) TCP/IP
2 1 (1.09%) Broadband
Database & Business Intelligence
1 13 (14.13%) BigQuery
2 12 (13.04%) Power BI
3 10 (10.87%) Looker
4 9 (9.78%) Data Lake
4 9 (9.78%) Data Warehouse
4 9 (9.78%) Semantic Layer
5 7 (7.61%) Metadata
5 7 (7.61%) Tableau
6 6 (6.52%) SQL Server
7 5 (5.43%) Amazon Redshift
8 3 (3.26%) MongoDB
8 3 (3.26%) NoSQL
9 2 (2.17%) Airbyte
9 2 (2.17%) Big Data
9 2 (2.17%) Delta Lake
9 2 (2.17%) Snowflake Schema
10 1 (1.09%) Apache Iceberg
10 1 (1.09%) Data Vault
10 1 (1.09%) Enterprise Data Warehouse
10 1 (1.09%) Mixpanel
Development Applications
1 8 (8.70%) Git
2 5 (5.43%) Cucumber
2 5 (5.43%) JMeter
2 5 (5.43%) Locust
3 3 (3.26%) Bitbucket
3 3 (3.26%) Jenkins
3 3 (3.26%) Visual Studio Code
General
1 54 (58.70%) Social Skills
2 40 (43.48%) Inclusion and Diversity
3 24 (26.09%) Finance
4 17 (18.48%) Analytical Skills
5 11 (11.96%) Retail
6 8 (8.70%) Law
7 7 (7.61%) Banking
7 7 (7.61%) Documentation Skills
8 4 (4.35%) Marketing
9 2 (2.17%) Influencing Skills
9 2 (2.17%) Legal
9 2 (2.17%) Public Sector
10 1 (1.09%) Advertising
10 1 (1.09%) Aerospace
10 1 (1.09%) Manufacturing
10 1 (1.09%) Tech for Good
Job Titles
1 30 (32.61%) Data Engineer
2 27 (29.35%) Senior
3 24 (26.09%) Architect
4 13 (14.13%) ERP Architect
4 13 (14.13%) Python Engineer
4 13 (14.13%) Site Engineer
4 13 (14.13%) Site Reliability Engineer
4 13 (14.13%) Solutions Architect
5 12 (13.04%) Lead
6 11 (11.96%) Artificial Intelligence Architect
6 11 (11.96%) Senior Data Engineer
6 11 (11.96%) Technical Architect
7 6 (6.52%) Analyst
7 6 (6.52%) Snowflake Engineer
8 5 (5.43%) Snowflake Data Engineer
8 5 (5.43%) Test Leader
9 4 (4.35%) Principal Data Engineer
9 4 (4.35%) Principal Engineer
9 4 (4.35%) Product Analyst
10 3 (3.26%) Onboarding Analyst
Libraries, Frameworks & Software Standards
1 5 (5.43%) Gherkin
1 5 (5.43%) Kafka
1 5 (5.43%) PySpark
2 3 (3.26%) AWS CDK
3 1 (1.09%) Snowpark
Miscellaneous
1 13 (14.13%) Distributed Systems
2 8 (8.70%) Blog
3 5 (5.43%) Cloud Native
4 4 (4.35%) Greenfield Project
5 3 (3.26%) Onboarding
5 3 (3.26%) Product Ownership
5 3 (3.26%) Replication
5 3 (3.26%) Self-Motivation
6 2 (2.17%) Analytical Mindset
6 2 (2.17%) Data Fabric
7 1 (1.09%) Anti-Piracy
7 1 (1.09%) Clustering
7 1 (1.09%) Data Structures
7 1 (1.09%) Educational Technology
7 1 (1.09%) Legacy Systems
7 1 (1.09%) Low-Code
7 1 (1.09%) Marketing Technology
7 1 (1.09%) Multi-touch
7 1 (1.09%) Social Media
Operating Systems
1 14 (15.22%) Linux
2 13 (14.13%) Unix
3 1 (1.09%) Apple iOS
Processes & Methodologies
1 33 (35.87%) AI
2 32 (34.78%) Analytics
2 32 (34.78%) CI/CD
3 26 (28.26%) Stakeholder Engagement
4 25 (27.17%) Data Engineering
4 25 (27.17%) Infrastructure as Code
5 24 (26.09%) Continuous Improvement
5 24 (26.09%) Open Source
5 24 (26.09%) Technical Architecture
6 23 (25.00%) Data Modelling
6 23 (25.00%) Observability
7 21 (22.83%) Mentoring
8 20 (21.74%) Collaborative Culture
9 19 (20.65%) DevOps
10 18 (19.57%) Migration
11 17 (18.48%) Business Intelligence
12 16 (17.39%) Agile
12 16 (17.39%) Collaborative Engineering
12 16 (17.39%) Cybersecurity
12 16 (17.39%) Data Governance
Programming Languages
1 49 (53.26%) Python
2 44 (47.83%) SQL
3 7 (7.61%) Java
4 1 (1.09%) C++
4 1 (1.09%) Scala
Qualifications
1 38 (41.30%) SC Cleared
1 38 (41.30%) Security Cleared
2 2 (2.17%) Degree
2 2 (2.17%) SnowPro
Quality Assurance & Compliance
1 21 (22.83%) Data Quality
2 9 (9.78%) Accessibility
3 5 (5.43%) QA
3 5 (5.43%) WCAG
4 2 (2.17%) GDPR
System Software
1 14 (15.22%) Docker
Systems Management
1 26 (28.26%) Terraform
2 6 (6.52%) Kubernetes
3 5 (5.43%) Grafana
Vendors
1 23 (25.00%) Google
2 17 (18.48%) Microsoft
3 12 (13.04%) OpenAI
4 6 (6.52%) Databricks
5 2 (2.17%) Braze
5 2 (2.17%) Dataiku
6 1 (1.09%) Infor
6 1 (1.09%) Marketo
6 1 (1.09%) Optimizely
6 1 (1.09%) Salesforce
6 1 (1.09%) Salesforce Marketing Cloud