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

6 months to
3 May 2024
Same period 2023 Same period 2022
Rank 503 665 773
Rank change year-on-year +162 +108 +36
Permanent jobs citing dbt 452 333 491
As % of all permanent jobs advertised in the UK 0.46% 0.32% 0.31%
As % of the Cloud Services category 1.28% 0.75% 0.65%
Number of salaries quoted 432 173 88
10th Percentile £48,750 £52,500 £36,750
25th Percentile £68,625 £60,200 £42,500
Median annual salary (50th Percentile) £102,500 £75,000 £78,750
Median % change year-on-year +36.67% -4.76% +16.67%
75th Percentile £142,500 £105,000 £106,563
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 35,382 44,396 75,527
As % of all permanent jobs advertised in the UK 35.88% 42.78% 48.26%
Number of salaries quoted 26,757 29,121 41,951
10th Percentile £30,000 £34,788 £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 £96,000 £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 3 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 3 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 +174 436 £105,000 +40.00% 92
London +166 359 £115,000 +35.29% 63
Work from Home +267 352 £115,000 +35.29% 55
UK excluding London +57 88 £64,000 +2.40% 31
North of England +77 46 £64,000 -1.54% 7
North West +25 25 £60,000 -4.00% 4
North East - 16 £75,400 - 2
West Midlands +18 11 £65,000 +31.66% 7
Midlands +15 11 £65,000 +31.66% 12
South East +14 10 £75,000 +46.34% 5
South West -22 9 £53,500 -34.15% 2
Yorkshire +71 5 £42,500 -39.29% 2
Scotland -60 4 £70,200 +27.64% 4
Northern Ireland - 4 £70,200 - 1
Wales +8 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
1 298 (65.93%) Apache Airflow
2 219 (48.45%) Apache
3 16 (3.54%) Apache Spark
4 10 (2.21%) Confluence
Cloud Services
1 311 (68.81%) AWS
2 282 (62.39%) Snowflake
3 158 (34.96%) GCP
4 43 (9.51%) Azure
5 27 (5.97%) Fivetran
6 25 (5.53%) Power Platform
7 20 (4.42%) Amazon S3
8 18 (3.98%) SaaS
9 16 (3.54%) Azure Data Factory
10 14 (3.10%) Amazon Kinesis
10 14 (3.10%) Prefect
11 12 (2.65%) GitHub
12 11 (2.43%) Cloud Composer
13 8 (1.77%) Amazon EMR
13 8 (1.77%) AWS Lambda
13 8 (1.77%) Serverless
14 7 (1.55%) Google Analytics
15 6 (1.33%) Stitch
16 5 (1.11%) Azure DevOps
16 5 (1.11%) GitHub Actions
Communications & Networking
1 2 (0.44%) Internet
2 1 (0.22%) PPP
Database & Business Intelligence
1 240 (53.10%) Amazon Athena
2 235 (51.99%) Dremio
3 234 (51.77%) Apache Arrow
4 207 (45.80%) Data Lake
5 189 (41.81%) Apache Ignite
6 45 (9.96%) Big Data
7 42 (9.29%) Tableau
8 40 (8.85%) Data Warehouse
9 39 (8.63%) Looker
10 36 (7.96%) BigQuery
11 35 (7.74%) Amazon Redshift
12 25 (5.53%) PostgreSQL
12 25 (5.53%) Power BI
13 10 (2.21%) Airbyte
13 10 (2.21%) Data Mining
14 9 (1.99%) SQL Server
15 8 (1.77%) NoSQL
16 7 (1.55%) Data Vault
16 7 (1.55%) Star Schema
17 6 (1.33%) MySQL
Development Applications
1 31 (6.86%) Git
2 12 (2.65%) GitLab
2 12 (2.65%) JIRA
3 9 (1.99%) Jenkins
4 4 (0.88%) Bitbucket
4 4 (0.88%) TeamCity
5 3 (0.66%) Deequ
5 3 (0.66%) Octopus Deploy
6 2 (0.44%) CircleCI
General
1 259 (57.30%) Finance
2 198 (43.81%) Front Office
3 189 (41.81%) Banking
4 179 (39.60%) Investment Banking
5 66 (14.60%) Social Skills
6 32 (7.08%) Public Sector
7 29 (6.42%) Digital Economy
8 27 (5.97%) Local Government
9 25 (5.53%) Inclusion and Diversity
10 23 (5.09%) Retail
11 17 (3.76%) Games
12 15 (3.32%) Analytical Skills
13 9 (1.99%) Health Technology
14 8 (1.77%) Marketing
15 4 (0.88%) Music Industry
16 2 (0.44%) Law
16 2 (0.44%) Organisational Skills
17 1 (0.22%) Legal
17 1 (0.22%) Presentation Skills
17 1 (0.22%) Tech for Good
Job Titles
1 119 (26.33%) AWS Engineer
1 119 (26.33%) Lead
2 113 (25.00%) Software Engineer
3 105 (23.23%) Data Engineer
4 87 (19.25%) Python Engineer
5 86 (19.03%) Senior
6 73 (16.15%) Python Software Engineer
7 69 (15.27%) AWS Software Engineer
8 68 (15.04%) Developer
9 61 (13.50%) Developer/Software Engineer
10 59 (13.05%) Java Engineer
11 57 (12.61%) Java Software Engineer
12 56 (12.39%) Architect
13 51 (11.28%) Software Developer
14 49 (10.84%) Senior Software Engineer
14 49 (10.84%) Team Leader
15 44 (9.73%) Solutions Architect
16 42 (9.29%) Lead Developer
17 40 (8.85%) Lead Software Engineer
17 40 (8.85%) Software Team Leader
Libraries, Frameworks & Software Standards
1 232 (51.33%) gRPC
1 232 (51.33%) Protocol Buffers
2 200 (44.25%) Pandas
3 191 (42.26%) NumPy
4 187 (41.37%) SciPy
5 32 (7.08%) React
6 23 (5.09%) Node.js
7 19 (4.20%) Redux
8 12 (2.65%) Vue
9 11 (2.43%) Django
10 10 (2.21%) AngularJS
11 9 (1.99%) .NET
11 9 (1.99%) ASP.NET
11 9 (1.99%) ASP.NET Core
12 8 (1.77%) Apache Beam
12 8 (1.77%) RESTful
13 6 (1.33%) Great Expectations
13 6 (1.33%) Kafka
13 6 (1.33%) PySpark
13 6 (1.33%) PyTorch
Miscellaneous
1 217 (48.01%) Hedge funds
2 197 (43.58%) Fixed Income
3 181 (40.04%) Derivative
3 181 (40.04%) Equities
4 172 (38.05%) Foreign Exchange (FX)
5 36 (7.96%) Clustering
6 31 (6.86%) Self-Motivation
7 29 (6.42%) Social Media
8 18 (3.98%) Pricing Data
9 13 (2.88%) Client/Server
9 13 (2.88%) Online Games
10 10 (2.21%) Mainframe
10 10 (2.21%) Product Ownership
11 8 (1.77%) NHS
12 7 (1.55%) Cloud Native
13 6 (1.33%) Public Cloud
14 5 (1.11%) Hybrid Cloud
14 5 (1.11%) Replication
15 3 (0.66%) Greenfield Project
16 2 (0.44%) Analytical Mindset
Operating Systems
1 4 (0.88%) Linux
Processes & Methodologies
1 257 (56.86%) Agile
2 239 (52.88%) Asset Management
3 206 (45.58%) Investment Management
4 201 (44.47%) Software Engineering
5 111 (24.56%) Analytics
6 83 (18.36%) Line Management
7 81 (17.92%) Data Engineering
8 77 (17.04%) Mentoring
9 71 (15.71%) ETL
10 68 (15.04%) Greeks
11 66 (14.60%) Data Pipeline
12 62 (13.72%) DevOps
13 56 (12.39%) Visualisation
14 55 (12.17%) Data Modelling
15 43 (9.51%) Business Intelligence
16 41 (9.07%) Data Transformation
17 39 (8.63%) Data Visualisation
17 39 (8.63%) Roadmaps
18 37 (8.19%) Thought Leadership
19 36 (7.96%) CI/CD
Programming Languages
1 366 (80.97%) Python
2 228 (50.44%) JavaScript
3 219 (48.45%) Java
4 190 (42.04%) TypeScript
5 114 (25.22%) SQL
6 36 (7.96%) Go
7 24 (5.31%) Scala
8 17 (3.76%) C#
9 13 (2.88%) Ruby
10 5 (1.11%) Perl
10 5 (1.11%) Shell Script
11 4 (0.88%) T-SQL
12 3 (0.66%) C
13 2 (0.44%) Lisp
14 1 (0.22%) Bash
Qualifications
1 23 (5.09%) SC Cleared
1 23 (5.09%) Security Cleared
2 7 (1.55%) Degree
3 4 (0.88%) ISTQB
4 3 (0.66%) Master's Degree
Quality Assurance & Compliance
1 103 (22.79%) Data Quality
2 7 (1.55%) Accessibility
3 1 (0.22%) GDPR
3 1 (0.22%) GMP
3 1 (0.22%) QA
System Software
1 11 (2.43%) Docker
Systems Management
1 72 (15.93%) Terraform
2 45 (9.96%) Kubernetes
3 36 (7.96%) Prometheus
Vendors
1 35 (7.74%) Google
2 14 (3.10%) Databricks
3 10 (2.21%) Dataiku
3 10 (2.21%) Teradata
4 6 (1.33%) F5
5 5 (1.11%) SnapLogic
6 4 (0.88%) Microsoft
7 2 (0.44%) Ab Initio
7 2 (0.44%) Bloomberg
7 2 (0.44%) SAP
7 2 (0.44%) Snowplow
7 2 (0.44%) Twitter
8 1 (0.22%) Facebook
8 1 (0.22%) Informatica
8 1 (0.22%) Oracle
8 1 (0.22%) Vertica