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 6 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
6 May 2024
Same period 2023 Same period 2022
Rank 497 662 765
Rank change year-on-year +165 +103 +54
Permanent jobs citing dbt 465 336 513
As % of all permanent jobs advertised in the UK 0.47% 0.32% 0.33%
As % of the Cloud Services category 1.31% 0.76% 0.68%
Number of salaries quoted 445 176 86
10th Percentile £49,750 £52,500 £38,375
25th Percentile £71,200 £61,925 £42,500
Median annual salary (50th Percentile) £105,000 £75,000 £78,750
Median % change year-on-year +40.00% -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 £62,500 £45,000
% change year-on-year +2.40% +38.89% -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 35,418 44,196 75,983
As % of all permanent jobs advertised in the UK 35.85% 42.74% 48.28%
Number of salaries quoted 26,806 29,064 41,941
10th Percentile £30,000 £35,000 £33,750
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 6 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 6 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 +188 449 £110,000 +46.67% 88
London +172 372 £115,000 +35.29% 58
Work from Home +255 366 £115,000 +35.29% 48
UK excluding London +30 88 £64,000 +2.40% 33
North of England +81 46 £64,000 -1.54% 9
North West +36 25 £60,000 -4.00% 5
North East - 16 £75,400 - 2
West Midlands +27 11 £65,000 +31.66% 6
Midlands +16 11 £65,000 +31.66% 10
South East +22 10 £75,000 +46.34% 6
South West -32 9 £53,500 -34.15% 2
Yorkshire +88 5 £42,500 -39.29% 3
Scotland -60 4 £70,200 +27.64% 4
Northern Ireland - 4 £70,200 - 2
Wales +15 3 £67,100 +5.84% 4
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
1 311 (66.88%) Apache Airflow
2 226 (48.60%) Apache
3 16 (3.44%) Apache Spark
4 10 (2.15%) Confluence
Cloud Services
1 324 (69.68%) AWS
2 296 (63.66%) Snowflake
3 166 (35.70%) GCP
4 43 (9.25%) Azure
5 27 (5.81%) Fivetran
6 25 (5.38%) Power Platform
7 20 (4.30%) Amazon S3
8 18 (3.87%) SaaS
9 16 (3.44%) Azure Data Factory
10 14 (3.01%) Prefect
11 13 (2.80%) Amazon Kinesis
12 12 (2.58%) GitHub
13 11 (2.37%) Cloud Composer
14 8 (1.72%) Amazon EMR
14 8 (1.72%) AWS Lambda
14 8 (1.72%) Serverless
15 7 (1.51%) Google Analytics
16 6 (1.29%) Stitch
17 5 (1.08%) Azure DevOps
17 5 (1.08%) GitHub Actions
Communications & Networking
1 2 (0.43%) Internet
2 1 (0.22%) PPP
Database & Business Intelligence
1 254 (54.62%) Amazon Athena
2 249 (53.55%) Dremio
3 248 (53.33%) Apache Arrow
4 221 (47.53%) Data Lake
5 197 (42.37%) Apache Ignite
6 50 (10.75%) Big Data
7 42 (9.03%) Tableau
8 40 (8.60%) Data Warehouse
9 39 (8.39%) Looker
10 36 (7.74%) BigQuery
11 35 (7.53%) Amazon Redshift
12 25 (5.38%) PostgreSQL
12 25 (5.38%) Power BI
13 10 (2.15%) Airbyte
13 10 (2.15%) Data Mining
14 9 (1.94%) SQL Server
15 7 (1.51%) Data Vault
15 7 (1.51%) NoSQL
15 7 (1.51%) Star Schema
16 6 (1.29%) MySQL
Development Applications
1 31 (6.67%) Git
2 12 (2.58%) GitLab
2 12 (2.58%) JIRA
3 9 (1.94%) Jenkins
4 4 (0.86%) Bitbucket
4 4 (0.86%) TeamCity
5 3 (0.65%) Deequ
5 3 (0.65%) Octopus Deploy
6 2 (0.43%) CircleCI
General
1 273 (58.71%) Finance
2 206 (44.30%) Front Office
3 197 (42.37%) Banking
4 187 (40.22%) Investment Banking
5 66 (14.19%) Social Skills
6 32 (6.88%) Public Sector
7 29 (6.24%) Digital Economy
8 27 (5.81%) Local Government
9 25 (5.38%) Inclusion and Diversity
10 23 (4.95%) Retail
11 17 (3.66%) Games
12 15 (3.23%) Analytical Skills
13 9 (1.94%) Health Technology
14 8 (1.72%) Marketing
15 4 (0.86%) Music Industry
16 2 (0.43%) Law
16 2 (0.43%) Organisational Skills
17 1 (0.22%) Legal
17 1 (0.22%) Presentation Skills
17 1 (0.22%) Tech for Good
Job Titles
1 125 (26.88%) AWS Engineer
2 123 (26.45%) Lead
3 117 (25.16%) Software Engineer
4 104 (22.37%) Data Engineer
5 88 (18.92%) Python Engineer
6 86 (18.49%) Senior
7 75 (16.13%) Python Software Engineer
8 72 (15.48%) Developer
9 69 (14.84%) AWS Software Engineer
10 65 (13.98%) Developer/Software Engineer
11 61 (13.12%) Java Engineer
12 60 (12.90%) Architect
13 59 (12.69%) Java Software Engineer
14 55 (11.83%) Software Developer
15 53 (11.40%) Team Leader
16 49 (10.54%) Senior Software Engineer
17 48 (10.32%) Solutions Architect
18 46 (9.89%) Lead Developer
19 44 (9.46%) Lead Software Engineer
19 44 (9.46%) Software Team Leader
Libraries, Frameworks & Software Standards
1 246 (52.90%) gRPC
1 246 (52.90%) Protocol Buffers
2 207 (44.52%) Pandas
3 198 (42.58%) NumPy
4 195 (41.94%) SciPy
5 32 (6.88%) React
6 23 (4.95%) Node.js
7 19 (4.09%) Redux
8 12 (2.58%) Vue
9 11 (2.37%) Django
10 10 (2.15%) AngularJS
11 9 (1.94%) .NET
11 9 (1.94%) ASP.NET
11 9 (1.94%) ASP.NET Core
12 8 (1.72%) Apache Beam
12 8 (1.72%) RESTful
13 6 (1.29%) Great Expectations
13 6 (1.29%) PyTorch
13 6 (1.29%) TensorFlow
14 5 (1.08%) PySpark
Miscellaneous
1 231 (49.68%) Hedge funds
2 205 (44.09%) Fixed Income
3 189 (40.65%) Derivative
3 189 (40.65%) Equities
4 180 (38.71%) Foreign Exchange (FX)
5 42 (9.03%) Clustering
6 31 (6.67%) Self-Motivation
7 29 (6.24%) Social Media
8 18 (3.87%) Pricing Data
9 13 (2.80%) Client/Server
9 13 (2.80%) Online Games
10 10 (2.15%) Mainframe
10 10 (2.15%) Product Ownership
11 8 (1.72%) NHS
12 7 (1.51%) Cloud Native
13 6 (1.29%) Public Cloud
14 5 (1.08%) Hybrid Cloud
14 5 (1.08%) Replication
15 3 (0.65%) Greenfield Project
16 2 (0.43%) Data Centre
Operating Systems
1 4 (0.86%) Linux
Processes & Methodologies
1 265 (56.99%) Agile
2 253 (54.41%) Asset Management
3 213 (45.81%) Investment Management
4 209 (44.95%) Software Engineering
5 111 (23.87%) Analytics
6 91 (19.57%) Line Management
7 80 (17.20%) Data Engineering
8 77 (16.56%) Mentoring
9 70 (15.05%) ETL
10 68 (14.62%) DevOps
10 68 (14.62%) Greeks
11 65 (13.98%) Data Pipeline
12 56 (12.04%) Visualisation
13 55 (11.83%) Data Modelling
14 43 (9.25%) Business Intelligence
15 42 (9.03%) Site Reliability Engineering
16 41 (8.82%) Data Transformation
17 39 (8.39%) Data Visualisation
17 39 (8.39%) Roadmaps
18 37 (7.96%) Thought Leadership
Programming Languages
1 379 (81.51%) Python
2 242 (52.04%) JavaScript
3 233 (50.11%) Java
4 198 (42.58%) TypeScript
5 113 (24.30%) SQL
6 42 (9.03%) Go
7 24 (5.16%) Scala
8 17 (3.66%) C#
9 13 (2.80%) Ruby
10 5 (1.08%) Perl
10 5 (1.08%) Shell Script
11 4 (0.86%) T-SQL
12 3 (0.65%) C
13 2 (0.43%) Lisp
14 1 (0.22%) Bash
Qualifications
1 23 (4.95%) SC Cleared
1 23 (4.95%) Security Cleared
2 7 (1.51%) Degree
3 4 (0.86%) ISTQB
4 3 (0.65%) Master's Degree
Quality Assurance & Compliance
1 102 (21.94%) Data Quality
2 7 (1.51%) Accessibility
3 1 (0.22%) GDPR
3 1 (0.22%) GMP
3 1 (0.22%) QA
System Software
1 11 (2.37%) Docker
Systems Management
1 77 (16.56%) Terraform
2 51 (10.97%) Kubernetes
3 42 (9.03%) Prometheus
Vendors
1 35 (7.53%) Google
2 14 (3.01%) Databricks
3 10 (2.15%) Dataiku
3 10 (2.15%) Teradata
4 6 (1.29%) F5
5 5 (1.08%) SnapLogic
6 4 (0.86%) Microsoft
7 2 (0.43%) Ab Initio
7 2 (0.43%) Bloomberg
7 2 (0.43%) SAP
7 2 (0.43%) Snowplow
7 2 (0.43%) Twitter
8 1 (0.22%) Facebook
8 1 (0.22%) Informatica
8 1 (0.22%) Oracle
8 1 (0.22%) Vertica