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 10 June 2026, with comparisons to the same periods in the previous two years.

6 months to
10 Jun 2026
Same period 2025 Same period 2024
Rank 344 209 193
Rank change year-on-year -135 -16 +292
Permanent jobs citing dbt 68 254 563
As % of all permanent jobs with remote/hybrid work options 0.35% 1.68% 1.65%
As % of the Cloud Services category 0.92% 4.35% 3.89%
Number of salaries quoted 34 248 544
10th Percentile £60,450 £69,625 £71,200
25th Percentile £66,091 £100,000 £85,000
Median annual salary (50th Percentile) £74,989 £110,000 £115,000
Median % change year-on-year -31.83% -4.35% +35.29%
75th Percentile £88,750 £137,500 £148,750
90th Percentile £91,250 £138,750 £165,000
UK median annual salary £75,000 £110,000 £112,500
% change year-on-year -31.82% -2.22% +60.71%

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 7,375 5,834 14,465
As % of all permanent jobs with a WFH option 37.91% 38.59% 42.32%
Number of salaries quoted 5,084 4,241 12,117
10th Percentile £35,000 £31,500 £36,250
25th Percentile £46,250 £45,000 £45,000
Median annual salary (50th Percentile) £63,076 £62,000 £60,000
Median % change year-on-year +1.73% +3.33% -7.69%
75th Percentile £85,000 £82,500 £80,000
90th Percentile £100,000 £110,000 £100,000
UK median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% -10.16%

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 10 June 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 25 (36.76%) Apache Airflow
2 9 (13.24%) Apache Spark
3 3 (4.41%) Apache
Business Applications
1 2 (2.94%) Markit EDM
Cloud Services
1 33 (48.53%) AWS
2 25 (36.76%) GCP
3 22 (32.35%) Azure
4 18 (26.47%) Snowflake
5 10 (14.71%) Cloud Composer
5 10 (14.71%) PaaS
5 10 (14.71%) Power Platform
6 7 (10.29%) Azure Data Factory
6 7 (10.29%) Dagster
7 6 (8.82%) Azure DevOps
7 6 (8.82%) SaaS
8 5 (7.35%) Amazon ECS
8 5 (7.35%) Amazon ElastiCache
8 5 (7.35%) Amazon OpenSearch
8 5 (7.35%) AWS CloudFormation
8 5 (7.35%) AWS CodeBuild
8 5 (7.35%) Cloud Computing
8 5 (7.35%) Datadog
8 5 (7.35%) Pulumi
8 5 (7.35%) Sentry
Communications & Networking
1 6 (8.82%) Broadband
2 5 (7.35%) TCP/IP
Database & Business Intelligence
1 17 (25.00%) BigQuery
2 10 (14.71%) Looker
2 10 (14.71%) Power BI
3 9 (13.24%) Metadata
4 8 (11.76%) PostgreSQL
5 7 (10.29%) Data Warehouse
6 6 (8.82%) Data Lake
6 6 (8.82%) Semantic Layer
6 6 (8.82%) Tableau
7 5 (7.35%) Amazon RDS
7 5 (7.35%) Elasticsearch
7 5 (7.35%) Redis
7 5 (7.35%) Relational Database
8 3 (4.41%) Big Data
8 3 (4.41%) SQL Server Integration Services
9 2 (2.94%) Amazon Redshift
9 2 (2.94%) Snowflake Schema
9 2 (2.94%) SQL Server
10 1 (1.47%) Amazon QuickSight
10 1 (1.47%) Power Query
Development Applications
1 5 (7.35%) Cucumber
1 5 (7.35%) JMeter
1 5 (7.35%) Locust
2 2 (2.94%) Git
General
1 22 (32.35%) Social Skills
2 21 (30.88%) Finance
3 20 (29.41%) Inclusion and Diversity
4 16 (23.53%) Law
5 10 (14.71%) Banking
5 10 (14.71%) Retail
6 9 (13.24%) Analytical Skills
7 6 (8.82%) Documentation Skills
8 2 (2.94%) Marketing
9 1 (1.47%) Influencing Skills
9 1 (1.47%) Tech for Good
9 1 (1.47%) Telecoms
Job Titles
1 33 (48.53%) Data Engineer
2 22 (32.35%) Senior
3 13 (19.12%) Senior Data Engineer
4 9 (13.24%) Lead
5 6 (8.82%) Platform Engineer
6 5 (7.35%) Architect
6 5 (7.35%) Senior Platform Engineer
6 5 (7.35%) Snowflake Architect
6 5 (7.35%) Test Leader
7 4 (5.88%) Azure Engineer
7 4 (5.88%) Data Scientist
7 4 (5.88%) Principal Data Engineer
7 4 (5.88%) Principal Engineer
7 4 (5.88%) Snowflake Data Engineer
7 4 (5.88%) Snowflake Engineer
8 3 (4.41%) Analyst
8 3 (4.41%) Infrastructure Engineer
8 3 (4.41%) Lead Data Engineer
9 2 (2.94%) AWS Data Engineer
9 2 (2.94%) AWS Engineer
Libraries, Frameworks & Software Standards
1 15 (22.06%) Kafka
2 5 (7.35%) Django
2 5 (7.35%) Gherkin
3 4 (5.88%) PySpark
4 2 (2.94%) GraphQL
4 2 (2.94%) OAuth
4 2 (2.94%) OpenAPI
4 2 (2.94%) Swagger
4 2 (2.94%) YAML
Miscellaneous
1 15 (22.06%) Cloud Native
2 10 (14.71%) Blog
3 8 (11.76%) Data Structures
4 6 (8.82%) Anti-Piracy
4 6 (8.82%) Social Media
5 5 (7.35%) Linux Command Line
6 2 (2.94%) Analytical Mindset
6 2 (2.94%) Contract for Difference
6 2 (2.94%) Greenfield Project
6 2 (2.94%) Reference Data
7 1 (1.47%) Clustering
7 1 (1.47%) Data Fabric
7 1 (1.47%) Distributed Systems
7 1 (1.47%) Educational Technology
7 1 (1.47%) Legacy Systems
Operating Systems
1 9 (13.24%) Linux
2 5 (7.35%) Unix
3 2 (2.94%) Windows
Processes & Methodologies
1 34 (50.00%) Data Modelling
2 31 (45.59%) Data Engineering
3 27 (39.71%) Analytics
4 23 (33.82%) CI/CD
5 20 (29.41%) Data Pipeline
5 20 (29.41%) DevOps
6 19 (27.94%) Agile
7 18 (26.47%) Infrastructure as Code
7 18 (26.47%) Platform Engineering
8 16 (23.53%) Data Governance
8 16 (23.53%) ETL
9 15 (22.06%) Observability
9 15 (22.06%) Visualisation
10 14 (20.59%) Technical Leadership
11 13 (19.12%) Business Intelligence
12 12 (17.65%) Data Science
12 12 (17.65%) Fintech
12 12 (17.65%) Machine Learning
13 11 (16.18%) Architectural Patterns
14 10 (14.71%) Disruptive Innovation
Programming Languages
1 47 (69.12%) SQL
2 44 (64.71%) Python
3 22 (32.35%) Java
4 8 (11.76%) PowerShell
4 8 (11.76%) Scala
5 6 (8.82%) C++
6 2 (2.94%) C#
7 1 (1.47%) Data Analysis Expressions
7 1 (1.47%) R
Qualifications
1 6 (8.82%) SC Cleared
1 6 (8.82%) Security Cleared
2 1 (1.47%) SnowPro
Quality Assurance & Compliance
1 14 (20.59%) Data Quality
2 7 (10.29%) Accessibility
3 5 (7.35%) QA
3 5 (7.35%) WCAG
System Software
1 16 (23.53%) Docker
2 2 (2.94%) Active Directory
Systems Management
1 22 (32.35%) Terraform
2 9 (13.24%) Kubernetes
3 5 (7.35%) AWS Copilot
3 5 (7.35%) Grafana
Vendors
1 9 (13.24%) Google
1 9 (13.24%) Microsoft
2 5 (7.35%) Databricks
3 2 (2.94%) Ab Initio
3 2 (2.94%) IBM
4 1 (1.47%) Alteryx
4 1 (1.47%) MuleSoft
4 1 (1.47%) Oracle
4 1 (1.47%) Salesforce