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

6 months to
27 Jul 2026
Same period 2025 Same period 2024
Rank 367 209 98
Rank change year-on-year -158 -111 +320
Permanent jobs citing dbt 88 251 771
As % of all permanent jobs with remote/hybrid work options 0.40% 1.52% 2.84%
As % of the Cloud Services category 1.04% 4.13% 6.92%
Number of salaries quoted 59 249 758
10th Percentile £62,500 £70,000 £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% +48.39%
75th Percentile £78,790 £137,500 £147,500
90th Percentile £91,250 - £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 8,495 6,080 11,149
As % of all permanent jobs with a WFH option 38.88% 36.83% 41.12%
Number of salaries quoted 6,080 4,488 9,006
10th Percentile £35,000 £31,569 £36,250
25th Percentile £45,000 £43,750 £46,250
Median annual salary (50th Percentile) £62,500 £60,000 £62,500
Median % change year-on-year +4.17% -4.00% -3.85%
75th Percentile £85,000 £82,500 £83,750
90th Percentile £100,000 £110,000 £107,500
UK median annual salary £62,500 £60,000 £60,000
% change year-on-year +4.17% - -4.00%

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 27 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 18 (20.45%) Apache Airflow
2 7 (7.95%) Apache Spark
3 2 (2.27%) Apache
Business Applications
1 1 (1.14%) Dynamics CRM
Cloud Services
1 32 (36.36%) AWS
2 28 (31.82%) GCP
3 20 (22.73%) Azure
4 16 (18.18%) Snowflake
5 12 (13.64%) Power Platform
6 10 (11.36%) AWS CloudFormation
6 10 (11.36%) Cloud Composer
6 10 (11.36%) PaaS
7 7 (7.95%) Dagster
8 6 (6.82%) SaaS
9 5 (5.68%) Amazon ECR
9 5 (5.68%) Amazon ECS
9 5 (5.68%) Amazon ElastiCache
9 5 (5.68%) Amazon OpenSearch
9 5 (5.68%) AWS CodeBuild
9 5 (5.68%) Cloud Computing
9 5 (5.68%) Datadog
9 5 (5.68%) Pulumi
9 5 (5.68%) Sentry
10 4 (4.55%) Fivetran
Communications & Networking
1 10 (11.36%) TCP/IP
2 6 (6.82%) Broadband
Database & Business Intelligence
1 17 (19.32%) BigQuery
2 12 (13.64%) Power BI
3 10 (11.36%) Looker
4 9 (10.23%) Metadata
5 8 (9.09%) Data Lake
6 7 (7.95%) Tableau
7 6 (6.82%) Data Warehouse
7 6 (6.82%) Semantic Layer
8 5 (5.68%) Amazon RDS
8 5 (5.68%) Elasticsearch
8 5 (5.68%) PostgreSQL
8 5 (5.68%) Redis
8 5 (5.68%) SQL Server
9 4 (4.55%) Amazon Redshift
10 3 (3.41%) Big Data
10 3 (3.41%) NoSQL
11 2 (2.27%) Delta Lake
11 2 (2.27%) MongoDB
11 2 (2.27%) Snowflake Schema
12 1 (1.14%) Data Vault
Development Applications
1 7 (7.95%) Git
2 5 (5.68%) Cucumber
2 5 (5.68%) JMeter
2 5 (5.68%) Locust
3 2 (2.27%) Bitbucket
3 2 (2.27%) Jenkins
3 2 (2.27%) Visual Studio Code
General
1 48 (54.55%) Social Skills
2 44 (50.00%) Inclusion and Diversity
3 17 (19.32%) Finance
4 13 (14.77%) Law
5 10 (11.36%) Retail
6 9 (10.23%) Analytical Skills
7 7 (7.95%) Banking
8 6 (6.82%) Documentation Skills
9 2 (2.27%) Marketing
9 2 (2.27%) Public Sector
10 1 (1.14%) Influencing Skills
10 1 (1.14%) Legal
10 1 (1.14%) Tech for Good
10 1 (1.14%) Telecoms
Job Titles
1 33 (37.50%) Data Engineer
2 27 (30.68%) Senior
3 25 (28.41%) Architect
4 15 (17.05%) Senior Data Engineer
5 13 (14.77%) ERP Architect
5 13 (14.77%) Solutions Architect
6 11 (12.50%) Artificial Intelligence Architect
6 11 (12.50%) Technical Architect
7 8 (9.09%) Lead
8 7 (7.95%) Platform Engineer
9 6 (6.82%) Snowflake Engineer
10 5 (5.68%) Python Engineer
10 5 (5.68%) Senior Platform Engineer
10 5 (5.68%) Site Engineer
10 5 (5.68%) Site Reliability Engineer
10 5 (5.68%) Snowflake Data Engineer
10 5 (5.68%) Test Leader
11 4 (4.55%) Principal Data Engineer
11 4 (4.55%) Principal Engineer
12 2 (2.27%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 10 (11.36%) Kafka
2 5 (5.68%) Django
2 5 (5.68%) Gherkin
2 5 (5.68%) PySpark
3 2 (2.27%) AWS CDK
4 1 (1.14%) Snowpark
Miscellaneous
1 7 (7.95%) Blog
1 7 (7.95%) Data Structures
2 6 (6.82%) Anti-Piracy
2 6 (6.82%) Social Media
3 5 (5.68%) Cloud Native
3 5 (5.68%) Distributed Systems
3 5 (5.68%) Linux Command Line
4 4 (4.55%) Greenfield Project
5 3 (3.41%) Data Fabric
6 2 (2.27%) Analytical Mindset
6 2 (2.27%) Legacy Systems
6 2 (2.27%) Replication
6 2 (2.27%) Self-Motivation
7 1 (1.14%) Clustering
7 1 (1.14%) Educational Technology
7 1 (1.14%) Low-Code
7 1 (1.14%) Reference Data
Operating Systems
1 11 (12.50%) Linux
2 10 (11.36%) Unix
Processes & Methodologies
1 30 (34.09%) Analytics
2 29 (32.95%) Open Source
3 27 (30.68%) Data Engineering
3 27 (30.68%) Data Modelling
4 26 (29.55%) CI/CD
5 25 (28.41%) AI
5 25 (28.41%) Stakeholder Engagement
6 24 (27.27%) Technical Architecture
7 23 (26.14%) Agile
7 23 (26.14%) Migration
8 21 (23.86%) Infrastructure as Code
9 20 (22.73%) Observability
10 19 (21.59%) Data Governance
11 17 (19.32%) Business Intelligence
11 17 (19.32%) Data Pipeline
11 17 (19.32%) Platform Engineering
12 16 (18.18%) Cybersecurity
12 16 (18.18%) DevOps
12 16 (18.18%) Prototyping
13 15 (17.05%) Continuous Improvement
Programming Languages
1 48 (54.55%) Python
2 42 (47.73%) SQL
3 17 (19.32%) Java
4 6 (6.82%) C++
4 6 (6.82%) Scala
5 1 (1.14%) R
Qualifications
1 35 (39.77%) SC Cleared
1 35 (39.77%) Security Cleared
2 2 (2.27%) SnowPro
3 1 (1.14%) Degree
Quality Assurance & Compliance
1 17 (19.32%) Data Quality
2 7 (7.95%) Accessibility
3 5 (5.68%) QA
3 5 (5.68%) WCAG
4 1 (1.14%) GDPR
System Software
1 18 (20.45%) Docker
Systems Management
1 22 (25.00%) Terraform
2 6 (6.82%) Kubernetes
3 5 (5.68%) AWS Copilot
3 5 (5.68%) Grafana
Vendors
1 17 (19.32%) Google
2 15 (17.05%) Microsoft
3 11 (12.50%) OpenAI
4 5 (5.68%) Databricks
5 2 (2.27%) Salesforce
6 1 (1.14%) Alteryx
6 1 (1.14%) Braze
6 1 (1.14%) Dataiku
6 1 (1.14%) Marketo
6 1 (1.14%) MuleSoft
6 1 (1.14%) Optimizely
6 1 (1.14%) Oracle
6 1 (1.14%) Salesforce Marketing Cloud