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

6 months to
28 May 2024
Same period 2023 Same period 2022
Rank 424 649 695
Rank change year-on-year +225 +46 +129
Permanent jobs citing dbt 588 318 643
As % of all permanent jobs advertised in the UK 0.57% 0.33% 0.39%
As % of the Cloud Services category 1.64% 0.76% 0.79%
Number of salaries quoted 562 179 80
10th Percentile £55,000 £49,150 £40,000
25th Percentile £77,500 £58,750 £50,313
Median annual salary (50th Percentile) £112,500 £70,000 £82,500
Median % change year-on-year +60.71% -15.15% +22.22%
75th Percentile £143,750 £105,000 £107,500
90th Percentile £165,000 £122,500 £116,250
UK excluding London median annual salary £62,000 £65,000 £45,000
% change year-on-year -4.62% +44.44% -16.28%

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 35,821 42,083 81,137
As % of all permanent jobs advertised in the UK 34.91% 43.23% 48.60%
Number of salaries quoted 26,874 27,585 41,557
10th Percentile £30,000 £34,723 £34,000
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% +7.76%
75th Percentile £76,250 £85,000 £82,500
90th Percentile £96,250 £102,500 £98,750
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 28 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 28 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 +229 571 £112,500 +50.00% 96
London +241 496 £115,000 +35.29% 71
Work from Home +309 491 £115,000 +35.29% 59
UK excluding London +21 87 £62,000 -4.62% 28
North of England +77 45 £64,000 -1.54% 13
North West +23 24 £60,000 -4.00% 8
North East - 16 £75,400 - 2
West Midlands +10 10 £65,900 +33.49% 3
South East +9 10 £75,000 +7.14% 3
Midlands -5 10 £65,900 +33.49% 4
South West -30 9 £53,500 -34.15%
Yorkshire +75 5 £42,500 -39.29% 3
Wales +5 4 £58,800 -7.26% 2
Scotland -53 4 £67,100 +22.00% 4
Northern Ireland - 4 £67,100 - 1
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
1 426 (72.45%) Apache Airflow
2 331 (56.29%) Apache
3 16 (2.72%) Apache Spark
4 10 (1.70%) Confluence
Cloud Services
1 450 (76.53%) AWS
2 391 (66.50%) Snowflake
3 205 (34.86%) GCP
4 46 (7.82%) Azure
5 30 (5.10%) Power Platform
6 27 (4.59%) Fivetran
7 21 (3.57%) Amazon S3
8 19 (3.23%) Prefect
9 17 (2.89%) SaaS
10 16 (2.72%) Dagster
11 14 (2.38%) Amazon EMR
11 14 (2.38%) Amazon Kinesis
12 13 (2.21%) GitHub
13 12 (2.04%) Azure Data Factory
14 11 (1.87%) Cloud Composer
15 8 (1.36%) Amazon ECS
16 7 (1.19%) Amazon EventBridge
16 7 (1.19%) AWS Lambda
16 7 (1.19%) Google Analytics
16 7 (1.19%) Serverless
Communications & Networking
1 2 (0.34%) Internet
1 2 (0.34%) PPP
Database & Business Intelligence
1 371 (63.10%) Dremio
2 369 (62.76%) Amazon Athena
3 362 (61.56%) Apache Arrow
4 330 (56.12%) Data Lake
5 291 (49.49%) Apache Ignite
6 69 (11.73%) Big Data
7 45 (7.65%) Tableau
8 38 (6.46%) Data Warehouse
9 36 (6.12%) BigQuery
10 35 (5.95%) Amazon Redshift
10 35 (5.95%) Looker
11 30 (5.10%) Power BI
12 29 (4.93%) PostgreSQL
13 10 (1.70%) Airbyte
13 10 (1.70%) Data Mining
14 9 (1.53%) Relational Database
15 8 (1.36%) Data Vault
15 8 (1.36%) Metadata
15 8 (1.36%) SQL Server
16 7 (1.19%) Data Hub
Development Applications
1 29 (4.93%) Git
2 12 (2.04%) GitLab
2 12 (2.04%) JIRA
3 8 (1.36%) Jenkins
4 4 (0.68%) Bitbucket
5 3 (0.51%) Deequ
5 3 (0.51%) Octopus Deploy
6 2 (0.34%) CircleCI
6 2 (0.34%) TeamCity
7 1 (0.17%) IBM UrbanCode
7 1 (0.17%) SonarQube
7 1 (0.17%) Team Foundation Server
General
1 400 (68.03%) Finance
2 314 (53.40%) Front Office
3 297 (50.51%) Banking
4 281 (47.79%) Investment Banking
5 63 (10.71%) Social Skills
6 34 (5.78%) Inclusion and Diversity
7 29 (4.93%) Digital Economy
8 27 (4.59%) Local Government
8 27 (4.59%) Public Sector
9 18 (3.06%) Retail
10 17 (2.89%) Analytical Skills
11 16 (2.72%) Games
12 9 (1.53%) Health Technology
13 8 (1.36%) Law
14 7 (1.19%) Marketing
15 4 (0.68%) Music Industry
16 2 (0.34%) Organisational Skills
17 1 (0.17%) Legal
17 1 (0.17%) Presentation Skills
17 1 (0.17%) Tech for Good
Job Titles
1 185 (31.46%) AWS Engineer
2 181 (30.78%) Software Engineer
3 161 (27.38%) Lead
4 138 (23.47%) Python Engineer
5 125 (21.26%) Senior
6 119 (20.24%) Python Software Engineer
7 117 (19.90%) AWS Software Engineer
8 111 (18.88%) Data Engineer
9 98 (16.67%) Java Engineer
10 94 (15.99%) Java Software Engineer
11 91 (15.48%) Developer
12 85 (14.46%) Developer/Software Engineer
12 85 (14.46%) Senior Software Engineer
13 73 (12.41%) Architect
14 67 (11.39%) Software Developer
15 65 (11.05%) Team Leader
16 64 (10.88%) Technical Leader
17 60 (10.20%) Solutions Architect
18 58 (9.86%) Lead Developer
18 58 (9.86%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 352 (59.86%) gRPC
1 352 (59.86%) Protocol Buffers
2 305 (51.87%) Pandas
3 296 (50.34%) NumPy
4 295 (50.17%) SciPy
5 41 (6.97%) React
6 33 (5.61%) Node.js
7 27 (4.59%) Redux
8 20 (3.40%) Vue
9 18 (3.06%) AngularJS
10 12 (2.04%) Django
10 12 (2.04%) PySpark
11 9 (1.53%) .NET
11 9 (1.53%) ASP.NET
11 9 (1.53%) ASP.NET Core
12 7 (1.19%) Apache Beam
13 6 (1.02%) Great Expectations
13 6 (1.02%) Lambda Expressions
13 6 (1.02%) PyTorch
13 6 (1.02%) TensorFlow
Miscellaneous
1 337 (57.31%) Hedge funds
2 307 (52.21%) Fixed Income
3 283 (48.13%) Derivative
3 283 (48.13%) Equities
4 274 (46.60%) Foreign Exchange (FX)
5 54 (9.18%) Clustering
6 36 (6.12%) Pricing Data
7 31 (5.27%) Self-Motivation
8 29 (4.93%) Social Media
9 19 (3.23%) Product Ownership
10 13 (2.21%) Client/Server
10 13 (2.21%) Online Games
11 10 (1.70%) Mainframe
12 8 (1.36%) NHS
13 7 (1.19%) Cloud Native
14 6 (1.02%) Public Cloud
15 5 (0.85%) Hybrid Cloud
15 5 (0.85%) Replication
16 3 (0.51%) Greenfield Project
17 2 (0.34%) Analytical Mindset
Operating Systems
1 4 (0.68%) Linux
2 1 (0.17%) Android
Processes & Methodologies
1 379 (64.46%) Asset Management
2 377 (64.12%) Agile
3 318 (54.08%) Investment Management
4 312 (53.06%) Software Engineering
5 122 (20.75%) Analytics
6 115 (19.56%) Line Management
7 112 (19.05%) Greeks
8 86 (14.63%) Data Engineering
9 80 (13.61%) DevOps
10 73 (12.41%) Mentoring
11 65 (11.05%) ETL
12 64 (10.88%) Data Pipeline
13 54 (9.18%) Data Modelling
13 54 (9.18%) Site Reliability Engineering
14 52 (8.84%) Visualisation
15 43 (7.31%) Roadmaps
16 41 (6.97%) Data Transformation
17 39 (6.63%) Business Intelligence
18 38 (6.46%) CI/CD
19 37 (6.29%) Thought Leadership
Programming Languages
1 503 (85.54%) Python
2 349 (59.35%) JavaScript
3 344 (58.50%) Java
4 292 (49.66%) TypeScript
5 117 (19.90%) SQL
6 55 (9.35%) Go
7 23 (3.91%) Scala
8 18 (3.06%) C#
9 13 (2.21%) Ruby
10 5 (0.85%) Perl
10 5 (0.85%) Shell Script
11 4 (0.68%) T-SQL
12 3 (0.51%) C
13 2 (0.34%) Lisp
14 1 (0.17%) Bash
Qualifications
1 26 (4.42%) SC Cleared
1 26 (4.42%) Security Cleared
2 7 (1.19%) Degree
3 4 (0.68%) ISTQB
4 2 (0.34%) Master's Degree
4 2 (0.34%) SnowPro
5 1 (0.17%) Computer Science Degree
5 1 (0.17%) Numerate Degree
5 1 (0.17%) Postgraduate
Quality Assurance & Compliance
1 149 (25.34%) Data Quality
2 7 (1.19%) Accessibility
3 2 (0.34%) QA
4 1 (0.17%) GDPR
System Software
1 11 (1.87%) Docker
Systems Management
1 88 (14.97%) Terraform
2 64 (10.88%) Kubernetes
3 54 (9.18%) Prometheus
4 1 (0.17%) Single Sign-On
Vendors
1 36 (6.12%) Google
2 15 (2.55%) Databricks
3 10 (1.70%) Dataiku
3 10 (1.70%) Teradata
4 7 (1.19%) ServiceNow
5 6 (1.02%) F5
6 5 (0.85%) SnapLogic
7 4 (0.68%) Microsoft
8 2 (0.34%) Ab Initio
8 2 (0.34%) Bloomberg
8 2 (0.34%) Oracle
8 2 (0.34%) Snowplow
8 2 (0.34%) Twitter
9 1 (0.17%) Amplitude
9 1 (0.17%) Atlassian
9 1 (0.17%) Facebook
9 1 (0.17%) Informatica
9 1 (0.17%) Vertica