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 5 July 2026, with comparisons to the same periods in the previous two years.

6 months to
5 Jul 2026
Same period 2025 Same period 2024
Rank 368 210 133
Rank change year-on-year -158 -77 +324
Permanent jobs citing dbt 70 248 763
As % of all permanent jobs with remote/hybrid work options 0.33% 1.53% 2.31%
As % of the Cloud Services category 0.87% 4.07% 5.47%
Number of salaries quoted 43 245 744
10th Percentile £61,700 £70,000 £71,075
25th Percentile £66,091 £100,000 £85,000
Median annual salary (50th Percentile) £74,654 £110,000 £115,000
Median % change year-on-year -32.13% -4.35% +41.54%
75th Percentile £83,479 £137,500 £148,750
90th Percentile £91,250 £138,750 £165,000
UK median annual salary £75,000 £110,000 £115,000
% change year-on-year -31.82% -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 8,080 6,086 13,949
As % of all permanent jobs with a WFH option 38.59% 37.56% 42.20%
Number of salaries quoted 5,763 4,484 11,551
10th Percentile £35,000 £31,599 £36,100
25th Percentile £45,000 £45,000 £45,000
Median annual salary (50th Percentile) £62,500 £62,500 £60,000
Median % change year-on-year - +4.17% -7.69%
75th Percentile £85,000 £82,500 £80,250
90th Percentile £100,000 £110,000 £102,500
UK median annual salary £62,500 £60,000 £57,500
% change year-on-year +4.17% +4.35% -8.35%

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 5 July 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 21 (30.00%) Apache Airflow
2 7 (10.00%) Apache Spark
3 2 (2.86%) Apache
Cloud Services
1 31 (44.29%) AWS
2 23 (32.86%) GCP
3 16 (22.86%) Azure
4 14 (20.00%) Snowflake
5 11 (15.71%) Power Platform
6 10 (14.29%) Cloud Composer
6 10 (14.29%) PaaS
7 7 (10.00%) Dagster
8 6 (8.57%) SaaS
9 5 (7.14%) Amazon ECR
9 5 (7.14%) Amazon ECS
9 5 (7.14%) Amazon ElastiCache
9 5 (7.14%) Amazon OpenSearch
9 5 (7.14%) AWS CloudFormation
9 5 (7.14%) AWS CodeBuild
9 5 (7.14%) Cloud Computing
9 5 (7.14%) Datadog
9 5 (7.14%) Pulumi
9 5 (7.14%) Sentry
10 3 (4.29%) Matillion
Communications & Networking
1 6 (8.57%) Broadband
2 5 (7.14%) TCP/IP
Database & Business Intelligence
1 17 (24.29%) BigQuery
2 11 (15.71%) Power BI
3 10 (14.29%) Looker
4 9 (12.86%) Metadata
5 8 (11.43%) PostgreSQL
6 6 (8.57%) Semantic Layer
6 6 (8.57%) Tableau
7 5 (7.14%) Amazon RDS
7 5 (7.14%) Data Lake
7 5 (7.14%) Elasticsearch
7 5 (7.14%) Redis
7 5 (7.14%) Relational Database
8 3 (4.29%) Big Data
9 2 (2.86%) Amazon Redshift
9 2 (2.86%) Data Warehouse
9 2 (2.86%) SQL Server
9 2 (2.86%) SQL Server Integration Services
10 1 (1.43%) BusinessObjects
10 1 (1.43%) NoSQL
10 1 (1.43%) Snowflake Schema
Development Applications
1 5 (7.14%) Cucumber
1 5 (7.14%) JMeter
1 5 (7.14%) Locust
2 3 (4.29%) Git
General
1 29 (41.43%) Inclusion and Diversity
2 28 (40.00%) Social Skills
3 17 (24.29%) Finance
4 16 (22.86%) Law
5 12 (17.14%) Retail
6 10 (14.29%) Banking
7 6 (8.57%) Analytical Skills
7 6 (8.57%) Documentation Skills
8 2 (2.86%) Marketing
9 1 (1.43%) Influencing Skills
9 1 (1.43%) Public Sector
9 1 (1.43%) Tech for Good
9 1 (1.43%) Telecoms
Job Titles
1 34 (48.57%) Data Engineer
2 19 (27.14%) Senior
3 14 (20.00%) Senior Data Engineer
4 12 (17.14%) Architect
5 8 (11.43%) Lead
6 7 (10.00%) Platform Engineer
7 6 (8.57%) Snowflake Engineer
8 5 (7.14%) ERP Architect
8 5 (7.14%) Senior Platform Engineer
8 5 (7.14%) Snowflake Data Engineer
8 5 (7.14%) Solutions Architect
8 5 (7.14%) Test Leader
9 4 (5.71%) Artificial Intelligence Architect
9 4 (5.71%) Data Scientist
9 4 (5.71%) Principal Data Engineer
9 4 (5.71%) Principal Engineer
9 4 (5.71%) Technical Architect
10 3 (4.29%) Analyst
10 3 (4.29%) Infrastructure Engineer
10 3 (4.29%) Snowflake Architect
Libraries, Frameworks & Software Standards
1 13 (18.57%) Kafka
2 5 (7.14%) Django
2 5 (7.14%) Gherkin
2 5 (7.14%) PySpark
3 1 (1.43%) Snowpark
Miscellaneous
1 10 (14.29%) Blog
1 10 (14.29%) Cloud Native
2 8 (11.43%) Data Structures
3 6 (8.57%) Anti-Piracy
3 6 (8.57%) Social Media
4 5 (7.14%) Linux Command Line
5 3 (4.29%) Data Fabric
5 3 (4.29%) Greenfield Project
6 2 (2.86%) Analytical Mindset
6 2 (2.86%) Contract for Difference
6 2 (2.86%) Reference Data
7 1 (1.43%) Clustering
7 1 (1.43%) Educational Technology
7 1 (1.43%) Legacy Systems
Operating Systems
1 9 (12.86%) Linux
2 5 (7.14%) Unix
Processes & Methodologies
1 27 (38.57%) Data Engineering
2 26 (37.14%) Analytics
2 26 (37.14%) Data Modelling
3 17 (24.29%) Agile
3 17 (24.29%) CI/CD
3 17 (24.29%) Platform Engineering
4 16 (22.86%) Data Governance
4 16 (22.86%) Data Pipeline
5 15 (21.43%) Business Intelligence
5 15 (21.43%) Infrastructure as Code
5 15 (21.43%) Migration
5 15 (21.43%) Observability
6 14 (20.00%) AI
6 14 (20.00%) Open Source
6 14 (20.00%) Visualisation
7 12 (17.14%) DevOps
7 12 (17.14%) ETL
7 12 (17.14%) Fintech
7 12 (17.14%) Machine Learning
7 12 (17.14%) Technical Leadership
Programming Languages
1 43 (61.43%) Python
1 43 (61.43%) SQL
2 20 (28.57%) Java
3 6 (8.57%) C++
3 6 (8.57%) Scala
4 1 (1.43%) PowerShell
4 1 (1.43%) R
Qualifications
1 15 (21.43%) SC Cleared
1 15 (21.43%) Security Cleared
2 2 (2.86%) SnowPro
Quality Assurance & Compliance
1 15 (21.43%) Data Quality
2 5 (7.14%) Accessibility
2 5 (7.14%) QA
2 5 (7.14%) WCAG
System Software
1 16 (22.86%) Docker
Systems Management
1 19 (27.14%) Terraform
2 9 (12.86%) Kubernetes
3 5 (7.14%) AWS Copilot
3 5 (7.14%) Grafana
Vendors
1 9 (12.86%) Google
2 8 (11.43%) Microsoft
3 5 (7.14%) Databricks
4 4 (5.71%) OpenAI
5 1 (1.43%) Alteryx
5 1 (1.43%) MuleSoft
5 1 (1.43%) Oracle
5 1 (1.43%) Salesforce