dbt (data build tool)
UK

The following table provides summary statistics for permanent job vacancies with a requirement for dbt skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited dbt over the 6 months to 10 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
10 May 2024
Same period 2023 Same period 2022
Rank 478 668 727
Rank change year-on-year +190 +59 +98
Permanent jobs citing dbt 484 322 532
As % of all permanent jobs advertised in the UK 0.49% 0.32% 0.34%
As % of the Cloud Services category 1.37% 0.74% 0.70%
Number of salaries quoted 457 173 86
10th Percentile £51,250 £52,750 £38,375
25th Percentile £71,200 £62,500 £42,500
Median annual salary (50th Percentile) £110,000 £75,000 £78,750
Median % change year-on-year +46.67% -4.76% +16.67%
75th Percentile £142,500 £105,000 £107,188
90th Percentile £165,000 £122,500 £116,250
UK excluding London median annual salary £64,000 £63,150 £45,000
% change year-on-year +1.35% +40.33% -18.18%

All Cloud Skills
UK

dbt is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for cloud computing skills.

Permanent vacancies with a requirement for cloud computing skills 35,402 43,277 76,049
As % of all permanent jobs advertised in the UK 35.68% 42.84% 48.35%
Number of salaries quoted 26,746 28,483 41,379
10th Percentile £30,000 £34,790 £33,779
25th Percentile £41,250 £46,250 £45,000
Median annual salary (50th Percentile) £57,500 £65,000 £62,500
Median % change year-on-year -11.54% +4.00% +8.70%
75th Percentile £77,500 £85,000 £82,500
90th Percentile £96,250 £102,500 £100,000
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +5.00%

dbt
Job Vacancy Trend

Job postings citing dbt as a proportion of all IT jobs advertised.

Job vacancy trend for dbt in the UK

dbt
Salary Trend

3-month moving average salary quoted in jobs citing dbt.

Salary trend for dbt in the UK

dbt
Salary Histogram

Salary distribution for jobs citing dbt over the 6 months to 10 May 2024.

Salary histogram for dbt in the UK

dbt
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing dbt within the UK over the 6 months to 10 May 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +199 470 £112,500 +50.00% 82
London +187 395 £115,000 +35.29% 53
Work from Home +253 385 £115,000 +35.29% 50
UK excluding London +29 84 £64,000 +1.35% 29
North of England +75 46 £64,000 -1.54% 8
North West +21 25 £60,000 -4.00% 3
North East - 16 £75,400 - 2
South East +15 10 £75,000 +30.43% 6
West Midlands 0 9 £73,000 +47.87% 5
Midlands -15 9 £73,000 +47.87% 8
South West -21 9 £53,500 -35.15% 2
Yorkshire +81 5 £42,500 -34.62% 3
Wales +8 3 £67,100 +5.84% 3
Scotland -56 3 £75,400 +37.09% 2
Northern Ireland - 3 £75,400 -
East of England - 1 £52,500 - 1

dbt
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 335 (69.21%) Apache Airflow
2 250 (51.65%) Apache
3 16 (3.31%) Apache Spark
4 10 (2.07%) Confluence
Cloud Services
1 350 (72.31%) AWS
2 314 (64.88%) Snowflake
3 167 (34.50%) GCP
4 42 (8.68%) Azure
5 27 (5.58%) Fivetran
6 25 (5.17%) Power Platform
7 22 (4.55%) Amazon S3
8 19 (3.93%) Prefect
9 18 (3.72%) SaaS
10 15 (3.10%) Azure Data Factory
11 14 (2.89%) Amazon EMR
12 13 (2.69%) Amazon Kinesis
12 13 (2.69%) GitHub
13 11 (2.27%) Cloud Composer
14 9 (1.86%) Dagster
15 8 (1.65%) Amazon ECS
15 8 (1.65%) AWS Lambda
15 8 (1.65%) Serverless
16 7 (1.45%) Amazon EventBridge
16 7 (1.45%) Google Analytics
Communications & Networking
1 2 (0.41%) Internet
2 1 (0.21%) PPP
Database & Business Intelligence
1 278 (57.44%) Amazon Athena
2 271 (55.99%) Dremio
3 268 (55.37%) Apache Arrow
4 238 (49.17%) Data Lake
5 217 (44.83%) Apache Ignite
6 50 (10.33%) Big Data
7 41 (8.47%) Tableau
8 38 (7.85%) Data Warehouse
8 38 (7.85%) Looker
9 36 (7.44%) BigQuery
10 35 (7.23%) Amazon Redshift
11 29 (5.99%) PostgreSQL
12 25 (5.17%) Power BI
13 10 (2.07%) Airbyte
13 10 (2.07%) Data Mining
13 10 (2.07%) SQL Server
14 9 (1.86%) Relational Database
15 8 (1.65%) Metadata
16 7 (1.45%) Data Hub
16 7 (1.45%) Data Vault
Development Applications
1 30 (6.20%) Git
2 12 (2.48%) GitLab
2 12 (2.48%) JIRA
3 9 (1.86%) Jenkins
4 4 (0.83%) Bitbucket
5 3 (0.62%) Deequ
5 3 (0.62%) Octopus Deploy
5 3 (0.62%) TeamCity
6 2 (0.41%) CircleCI
7 1 (0.21%) IBM UrbanCode
7 1 (0.21%) SonarQube
7 1 (0.21%) Team Foundation Server
General
1 300 (61.98%) Finance
2 226 (46.69%) Front Office
3 216 (44.63%) Banking
4 205 (42.36%) Investment Banking
5 66 (13.64%) Social Skills
6 29 (5.99%) Digital Economy
7 27 (5.58%) Local Government
7 27 (5.58%) Public Sector
8 26 (5.37%) Inclusion and Diversity
9 18 (3.72%) Analytical Skills
9 18 (3.72%) Retail
10 17 (3.51%) Games
11 9 (1.86%) Health Technology
12 8 (1.65%) Law
12 8 (1.65%) Marketing
13 4 (0.83%) Music Industry
14 2 (0.41%) Organisational Skills
15 1 (0.21%) Legal
15 1 (0.21%) Presentation Skills
15 1 (0.21%) Tech for Good
Job Titles
1 139 (28.72%) AWS Engineer
2 134 (27.69%) Software Engineer
3 126 (26.03%) Lead
4 106 (21.90%) Data Engineer
5 100 (20.66%) Python Engineer
6 97 (20.04%) Senior
7 86 (17.77%) Python Software Engineer
8 83 (17.15%) AWS Software Engineer
9 74 (15.29%) Developer
10 72 (14.88%) Java Engineer
11 68 (14.05%) Java Software Engineer
12 67 (13.84%) Developer/Software Engineer
13 60 (12.40%) Architect
13 60 (12.40%) Senior Software Engineer
14 55 (11.36%) Software Developer
15 53 (10.95%) Team Leader
16 48 (9.92%) Solutions Architect
17 46 (9.50%) Lead Developer
17 46 (9.50%) Lead Software Engineer
18 44 (9.09%) Software Team Leader
Libraries, Frameworks & Software Standards
1 266 (54.96%) gRPC
1 266 (54.96%) Protocol Buffers
2 226 (46.69%) Pandas
3 217 (44.83%) NumPy
4 215 (44.42%) SciPy
5 34 (7.02%) React
6 26 (5.37%) Node.js
7 21 (4.34%) Redux
8 14 (2.89%) Vue
9 12 (2.48%) AngularJS
10 11 (2.27%) Django
11 9 (1.86%) .NET
11 9 (1.86%) ASP.NET
11 9 (1.86%) ASP.NET Core
12 8 (1.65%) Apache Beam
13 7 (1.45%) RESTful
14 6 (1.24%) Lambda Expressions
14 6 (1.24%) PySpark
14 6 (1.24%) PyTorch
14 6 (1.24%) TensorFlow
Miscellaneous
1 249 (51.45%) Hedge funds
2 225 (46.49%) Fixed Income
3 207 (42.77%) Derivative
3 207 (42.77%) Equities
4 198 (40.91%) Foreign Exchange (FX)
5 42 (8.68%) Clustering
6 31 (6.40%) Self-Motivation
7 29 (5.99%) Social Media
8 24 (4.96%) Pricing Data
9 13 (2.69%) Client/Server
9 13 (2.69%) Online Games
10 11 (2.27%) Product Ownership
11 10 (2.07%) Mainframe
12 8 (1.65%) NHS
13 7 (1.45%) Cloud Native
14 6 (1.24%) Public Cloud
15 5 (1.03%) Hybrid Cloud
15 5 (1.03%) Replication
16 3 (0.62%) Greenfield Project
17 2 (0.41%) Data Centre
Operating Systems
1 4 (0.83%) Linux
2 1 (0.21%) Android
Processes & Methodologies
1 291 (60.12%) Agile
2 279 (57.64%) Asset Management
3 239 (49.38%) Investment Management
4 231 (47.73%) Software Engineering
5 113 (23.35%) Analytics
6 91 (18.80%) Line Management
7 82 (16.94%) Data Engineering
8 80 (16.53%) Greeks
9 73 (15.08%) Mentoring
10 69 (14.26%) ETL
11 68 (14.05%) DevOps
12 67 (13.84%) Data Pipeline
13 55 (11.36%) Data Modelling
13 55 (11.36%) Visualisation
14 43 (8.88%) Business Intelligence
15 42 (8.68%) Site Reliability Engineering
16 41 (8.47%) Data Transformation
16 41 (8.47%) Roadmaps
17 38 (7.85%) Data Visualisation
18 37 (7.64%) CI/CD
Programming Languages
1 403 (83.26%) Python
2 263 (54.34%) JavaScript
3 258 (53.31%) Java
4 218 (45.04%) TypeScript
5 112 (23.14%) SQL
6 43 (8.88%) Go
7 24 (4.96%) Scala
8 18 (3.72%) C#
9 13 (2.69%) Ruby
10 5 (1.03%) Perl
10 5 (1.03%) Shell Script
11 4 (0.83%) T-SQL
12 3 (0.62%) C
13 2 (0.41%) Lisp
14 1 (0.21%) Bash
Qualifications
1 18 (3.72%) SC Cleared
1 18 (3.72%) Security Cleared
2 7 (1.45%) Degree
3 4 (0.83%) ISTQB
4 3 (0.62%) Master's Degree
5 1 (0.21%) Computer Science Degree
5 1 (0.21%) Postgraduate
Quality Assurance & Compliance
1 118 (24.38%) Data Quality
2 7 (1.45%) Accessibility
3 1 (0.21%) GDPR
3 1 (0.21%) GMP
3 1 (0.21%) QA
System Software
1 11 (2.27%) Docker
Systems Management
1 75 (15.50%) Terraform
2 52 (10.74%) Kubernetes
3 42 (8.68%) Prometheus
4 1 (0.21%) Single Sign-On
Vendors
1 36 (7.44%) Google
2 15 (3.10%) Databricks
3 10 (2.07%) Dataiku
3 10 (2.07%) Teradata
4 6 (1.24%) F5
5 5 (1.03%) SnapLogic
6 4 (0.83%) Microsoft
7 2 (0.41%) Ab Initio
7 2 (0.41%) Bloomberg
7 2 (0.41%) SAP
7 2 (0.41%) Snowplow
7 2 (0.41%) Twitter
8 1 (0.21%) Atlassian
8 1 (0.21%) Facebook
8 1 (0.21%) Informatica
8 1 (0.21%) Oracle
8 1 (0.21%) Vertica