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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 504 651 806
Rank change year-on-year +147 +155 0
Permanent jobs citing dbt 433 338 450
As % of all permanent jobs advertised in the UK 0.44% 0.32% 0.29%
As % of the Cloud Services category 1.23% 0.75% 0.61%
Number of salaries quoted 413 172 88
10th Percentile £48,150 £52,500 £36,750
25th Percentile £65,000 £59,338 £42,500
Median annual salary (50th Percentile) £100,000 £75,000 £78,750
Median % change year-on-year +33.33% -4.76% +16.67%
75th Percentile £142,500 £105,000 £106,563
90th Percentile £155,000 £122,500 £116,250
UK excluding London median annual salary £65,000 £62,500 £45,000
% change year-on-year +4.00% +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 35,208 45,118 74,069
As % of all permanent jobs advertised in the UK 35.91% 43.11% 48.06%
Number of salaries quoted 26,662 29,500 41,930
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 £95,000 £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 27 April 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 27 April 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 +170 415 £102,500 +36.67% 87
London +159 335 £115,000 +35.29% 58
Work from Home +261 333 £115,000 +35.29% 48
UK excluding London +57 93 £65,000 +4.00% 30
North of England +79 47 £64,000 -1.54% 9
North West +32 26 £60,000 -7.69% 8
North East - 16 £75,400 - 2
West Midlands +26 12 £65,000 +31.66% 4
Midlands +8 12 £65,000 +31.66% 9
South East +35 11 £75,000 +30.43% 3
South West -1 9 £53,500 -34.15% 3
Yorkshire +85 5 £42,500 -39.29%
Scotland -59 5 £65,000 +18.18% 4
Northern Ireland - 5 £65,000 - 1
Wales +14 3 £67,100 +5.84% 5
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
1 273 (63.05%) Apache Airflow
2 200 (46.19%) Apache
3 16 (3.70%) Apache Spark
4 10 (2.31%) Confluence
Cloud Services
1 286 (66.05%) AWS
2 251 (57.97%) Snowflake
3 157 (36.26%) GCP
4 43 (9.93%) Azure
5 27 (6.24%) Fivetran
6 26 (6.00%) Power Platform
7 20 (4.62%) Amazon S3
8 18 (4.16%) SaaS
9 16 (3.70%) Azure Data Factory
10 14 (3.23%) Amazon Kinesis
10 14 (3.23%) Prefect
11 12 (2.77%) GitHub
12 11 (2.54%) Cloud Composer
13 8 (1.85%) Amazon EMR
13 8 (1.85%) AWS Lambda
13 8 (1.85%) Serverless
14 7 (1.62%) Google Analytics
15 6 (1.39%) Stitch
16 5 (1.15%) Azure DevOps
16 5 (1.15%) GitHub Actions
Communications & Networking
1 2 (0.46%) Internet
2 1 (0.23%) PPP
Database & Business Intelligence
1 215 (49.65%) Amazon Athena
2 210 (48.50%) Dremio
3 209 (48.27%) Apache Arrow
4 175 (40.42%) Data Lake
5 170 (39.26%) Apache Ignite
6 42 (9.70%) Tableau
7 41 (9.47%) Data Warehouse
8 39 (9.01%) Big Data
8 39 (9.01%) Looker
9 36 (8.31%) BigQuery
10 35 (8.08%) Amazon Redshift
11 26 (6.00%) Power BI
12 25 (5.77%) PostgreSQL
13 10 (2.31%) Airbyte
13 10 (2.31%) Data Mining
14 9 (2.08%) SQL Server
15 8 (1.85%) NoSQL
16 7 (1.62%) Data Vault
16 7 (1.62%) Star Schema
17 6 (1.39%) MySQL
Development Applications
1 31 (7.16%) Git
2 12 (2.77%) GitLab
2 12 (2.77%) JIRA
3 9 (2.08%) Jenkins
4 4 (0.92%) Bitbucket
4 4 (0.92%) TeamCity
5 3 (0.69%) Deequ
5 3 (0.69%) Octopus Deploy
6 2 (0.46%) CircleCI
General
1 235 (54.27%) Finance
2 179 (41.34%) Front Office
3 170 (39.26%) Banking
4 160 (36.95%) Investment Banking
5 67 (15.47%) Social Skills
6 37 (8.55%) Public Sector
7 30 (6.93%) Inclusion and Diversity
8 29 (6.70%) Digital Economy
9 28 (6.47%) Retail
10 27 (6.24%) Local Government
11 17 (3.93%) Games
12 15 (3.46%) Analytical Skills
13 9 (2.08%) Health Technology
14 8 (1.85%) Marketing
15 4 (0.92%) Music Industry
16 2 (0.46%) Law
16 2 (0.46%) Organisational Skills
17 1 (0.23%) Legal
17 1 (0.23%) Presentation Skills
17 1 (0.23%) Tech for Good
Job Titles
1 114 (26.33%) Lead
2 108 (24.94%) AWS Engineer
2 108 (24.94%) Data Engineer
3 104 (24.02%) Software Engineer
4 78 (18.01%) Python Engineer
5 75 (17.32%) Senior
6 71 (16.40%) Developer
7 64 (14.78%) AWS Software Engineer
7 64 (14.78%) Developer/Software Engineer
7 64 (14.78%) Python Software Engineer
8 52 (12.01%) Architect
9 51 (11.78%) Java Engineer
10 49 (11.32%) Java Software Engineer
10 49 (11.32%) Software Developer
11 45 (10.39%) Team Leader
12 40 (9.24%) Solutions Architect
13 38 (8.78%) Lead Developer
13 38 (8.78%) Python Developer
13 38 (8.78%) Senior Software Engineer
14 36 (8.31%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 207 (47.81%) gRPC
1 207 (47.81%) Protocol Buffers
2 181 (41.80%) Pandas
3 172 (39.72%) NumPy
4 168 (38.80%) SciPy
5 32 (7.39%) React
6 23 (5.31%) Node.js
7 19 (4.39%) Redux
8 12 (2.77%) Vue
9 11 (2.54%) Django
10 10 (2.31%) AngularJS
11 9 (2.08%) .NET
11 9 (2.08%) ASP.NET
11 9 (2.08%) ASP.NET Core
12 8 (1.85%) Apache Beam
12 8 (1.85%) RESTful
13 6 (1.39%) Kafka
13 6 (1.39%) PySpark
13 6 (1.39%) PyTorch
13 6 (1.39%) TensorFlow
Miscellaneous
1 185 (42.73%) Hedge funds
2 171 (39.49%) Fixed Income
3 155 (35.80%) Derivative
3 155 (35.80%) Equities
4 146 (33.72%) Foreign Exchange (FX)
5 31 (7.16%) Self-Motivation
6 30 (6.93%) Clustering
7 29 (6.70%) Social Media
8 13 (3.00%) Client/Server
8 13 (3.00%) Online Games
9 12 (2.77%) Pricing Data
10 10 (2.31%) Mainframe
10 10 (2.31%) Product Ownership
11 8 (1.85%) NHS
12 7 (1.62%) Cloud Native
13 6 (1.39%) Public Cloud
14 5 (1.15%) Hybrid Cloud
14 5 (1.15%) Replication
15 3 (0.69%) Greenfield Project
16 2 (0.46%) Data Centre
Operating Systems
1 4 (0.92%) Linux
Processes & Methodologies
1 238 (54.97%) Agile
2 214 (49.42%) Asset Management
3 182 (42.03%) Software Engineering
4 181 (41.80%) Investment Management
5 118 (27.25%) Analytics
6 82 (18.94%) Mentoring
7 81 (18.71%) Data Engineering
8 75 (17.32%) Line Management
9 71 (16.40%) ETL
10 66 (15.24%) Data Pipeline
11 56 (12.93%) DevOps
11 56 (12.93%) Greeks
11 56 (12.93%) Visualisation
12 55 (12.70%) Data Modelling
13 44 (10.16%) Business Intelligence
14 42 (9.70%) Data Architecture
15 41 (9.47%) Data Transformation
16 39 (9.01%) Data Visualisation
16 39 (9.01%) Roadmaps
17 37 (8.55%) Thought Leadership
Programming Languages
1 342 (78.98%) Python
2 203 (46.88%) JavaScript
3 194 (44.80%) Java
4 171 (39.49%) TypeScript
5 117 (27.02%) SQL
6 30 (6.93%) Go
7 26 (6.00%) Scala
8 17 (3.93%) C#
9 15 (3.46%) Ruby
10 5 (1.15%) Perl
10 5 (1.15%) Shell Script
11 4 (0.92%) T-SQL
12 3 (0.69%) C
13 2 (0.46%) Lisp
14 1 (0.23%) Bash
Qualifications
1 28 (6.47%) SC Cleared
1 28 (6.47%) Security Cleared
2 7 (1.62%) Degree
3 4 (0.92%) ISTQB
4 3 (0.69%) Master's Degree
Quality Assurance & Compliance
1 91 (21.02%) Data Quality
2 7 (1.62%) Accessibility
3 1 (0.23%) GDPR
3 1 (0.23%) GMP
3 1 (0.23%) QA
System Software
1 11 (2.54%) Docker
Systems Management
1 66 (15.24%) Terraform
2 39 (9.01%) Kubernetes
3 30 (6.93%) Prometheus
Vendors
1 35 (8.08%) Google
2 14 (3.23%) Databricks
3 10 (2.31%) Dataiku
3 10 (2.31%) Teradata
4 6 (1.39%) F5
5 5 (1.15%) SnapLogic
6 4 (0.92%) Microsoft
7 2 (0.46%) Ab Initio
7 2 (0.46%) Bloomberg
7 2 (0.46%) SAP
7 2 (0.46%) Snowplow
7 2 (0.46%) Twitter
8 1 (0.23%) Facebook
8 1 (0.23%) Informatica
8 1 (0.23%) Oracle
8 1 (0.23%) Vertica