dbt (data build tool)
UK

The table below provides summary statistics for permanent job vacancies requiring dbt skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited dbt over the 6 months leading up to 24 July 2024, comparing them to the same period in the previous two years.

6 months to
24 Jul 2024
Same period 2023 Same period 2022
Rank 291 662 673
Rank change year-on-year +371 +11 +244
Permanent jobs citing dbt 855 229 760
As % of all permanent jobs advertised in the UK 0.93% 0.28% 0.43%
As % of the Cloud Services category 2.84% 0.67% 0.90%
Number of salaries quoted 834 203 79
10th Percentile £60,200 £49,150 £42,500
25th Percentile £83,000 £60,200 £58,750
Median annual salary (50th Percentile) £115,000 £70,000 £80,000
Median % change year-on-year +64.29% -12.50% +18.52%
75th Percentile £143,750 £97,500 £98,750
90th Percentile £165,000 £122,500 £115,000
UK excluding London median annual salary £65,000 £68,500 £85,000
% change year-on-year -5.11% -19.41% +79.89%

All Cloud Skills
UK

dbt falls under the Cloud Services category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring cloud computing skills.

Permanent vacancies with a requirement for cloud computing skills 30,118 34,427 84,333
As % of all permanent jobs advertised in the UK 32.74% 42.17% 47.88%
Number of salaries quoted 21,788 25,438 42,283
10th Percentile £31,250 £33,750 £33,750
25th Percentile £42,500 £46,250 £45,000
Median annual salary (50th Percentile) £60,000 £62,500 £62,500
Median % change year-on-year -4.00% - +4.17%
75th Percentile £79,225 £82,548 £82,500
90th Percentile £97,500 £102,500 £98,750
UK excluding London median annual salary £52,500 £55,000 £52,500
% change year-on-year -4.55% +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 24 July 2024.

Salary histogram for dbt in the UK

dbt
Top 17 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 24 July 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 +364 822 £115,000 +53.33% 26
Work from Home +360 775 £115,000 +43.75% 21
London +320 743 £115,000 +43.75% 15
UK excluding London +36 105 £65,000 -5.11% 20
North of England +36 42 £65,000 - 6
North West +16 23 £65,000 +8.33% 2
North East -5 16 £65,000 - 1
Midlands -7 16 £65,000 +16.21% 3
West Midlands -4 15 £65,000 +16.21% 3
Wales +36 10 £65,000 - 2
South East +4 10 £75,000 +7.14% 2
Scotland -41 9 £65,000 +18.18% 1
Northern Ireland - 9 £65,000 - 2
South West -20 7 £53,500 -33.13% 4
Yorkshire +39 3 - - 3
East of England - 2 £91,250 - 1
East Midlands - 1 £60,000 -

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
1 644 (75.32%) Apache Airflow
2 568 (66.43%) Apache
3 15 (1.75%) Apache Spark
4 7 (0.82%) Confluence
Business Applications
1 4 (0.47%) Aladdin
1 4 (0.47%) Eagle PACE
1 4 (0.47%) Markit EDM
Cloud Services
1 743 (86.90%) AWS
2 581 (67.95%) Snowflake
3 342 (40.00%) GCP
4 96 (11.23%) Azure
5 80 (9.36%) Amazon ECS
6 75 (8.77%) Amazon EC2
7 72 (8.42%) Amazon EKS
8 54 (6.32%) Power Platform
9 41 (4.80%) Dagster
10 19 (2.22%) Fivetran
11 16 (1.87%) Amazon S3
12 14 (1.64%) Amazon CloudWatch
12 14 (1.64%) Amazon GuardDuty
12 14 (1.64%) AWS CloudTrail
12 14 (1.64%) Azure Sentinel
12 14 (1.64%) Prefect
13 12 (1.40%) Amazon EMR
13 12 (1.40%) GitHub
14 10 (1.17%) Cloud Composer
14 10 (1.17%) SaaS
Communications & Networking
1 2 (0.23%) PPP
Database & Business Intelligence
1 634 (74.15%) Dremio
2 607 (70.99%) Amazon Athena
3 602 (70.41%) Apache Arrow
4 585 (68.42%) Data Lake
5 503 (58.83%) Apache Ignite
6 93 (10.88%) Big Data
7 63 (7.37%) Tableau
8 54 (6.32%) Power BI
9 35 (4.09%) Looker
10 34 (3.98%) BigQuery
11 30 (3.51%) Data Warehouse
12 22 (2.57%) Amazon Redshift
13 17 (1.99%) PostgreSQL
14 12 (1.40%) Relational Database
15 10 (1.17%) RDBMS
16 9 (1.05%) MySQL
17 7 (0.82%) Airbyte
17 7 (0.82%) Data Hub
17 7 (0.82%) Metadata
17 7 (0.82%) SQL Server
Development Applications
1 21 (2.46%) Git
2 12 (1.40%) GitLab
3 10 (1.17%) JIRA
4 4 (0.47%) Bitbucket
4 4 (0.47%) Jenkins
5 3 (0.35%) Deequ
5 3 (0.35%) Octopus Deploy
6 2 (0.23%) CircleCI
7 1 (0.12%) IBM UrbanCode
7 1 (0.12%) SonarQube
7 1 (0.12%) Team Foundation Server
General
1 658 (76.96%) Finance
2 578 (67.60%) Front Office
3 559 (65.38%) Banking
4 519 (60.70%) Investment Banking
5 78 (9.12%) Inclusion and Diversity
6 75 (8.77%) Social Skills
7 22 (2.57%) Digital Economy
8 20 (2.34%) Analytical Skills
8 20 (2.34%) Local Government
8 20 (2.34%) Public Sector
8 20 (2.34%) Retail
9 8 (0.94%) Law
10 7 (0.82%) Health Technology
11 6 (0.70%) Marketing
12 5 (0.58%) Games
13 4 (0.47%) Music Industry
13 4 (0.47%) Tech for Good
14 3 (0.35%) Presentation Skills
15 2 (0.23%) Organisational Skills
16 1 (0.12%) Legal
Job Titles
1 311 (36.37%) Software Engineer
2 275 (32.16%) AWS Engineer
3 254 (29.71%) Lead
4 238 (27.84%) Python Engineer
5 215 (25.15%) AWS Software Engineer
6 203 (23.74%) Python Software Engineer
7 189 (22.11%) Senior
8 181 (21.17%) Java Engineer
9 177 (20.70%) Java Software Engineer
10 158 (18.48%) Developer
11 147 (17.19%) Senior Software Engineer
12 136 (15.91%) Developer/Software Engineer
13 135 (15.79%) Architect
14 128 (14.97%) Software Developer
15 122 (14.27%) Lead Developer
16 118 (13.80%) Lead Software Developer
17 111 (12.98%) Solutions Architect
17 111 (12.98%) Team Leader
18 108 (12.63%) Lead Software Engineer
19 106 (12.40%) Software Team Leader
Libraries, Frameworks & Software Standards
1 564 (65.96%) gRPC
1 564 (65.96%) Protocol Buffers
2 540 (63.16%) Pandas
3 532 (62.22%) NumPy
4 531 (62.11%) SciPy
5 109 (12.75%) PySpark
6 60 (7.02%) Node.js
7 54 (6.32%) Django
8 52 (6.08%) React
9 29 (3.39%) Redux
10 20 (2.34%) AngularJS
10 20 (2.34%) Vue
11 9 (1.05%) .NET
11 9 (1.05%) ASP.NET
11 9 (1.05%) ASP.NET Core
12 6 (0.70%) Lambda Expressions
13 5 (0.58%) REST
14 4 (0.47%) Apache Beam
14 4 (0.47%) Kafka
15 3 (0.35%) Great Expectations
Miscellaneous
1 576 (67.37%) Hedge funds
2 548 (64.09%) Fixed Income
3 522 (61.05%) Derivative
3 522 (61.05%) Equities
4 513 (60.00%) Foreign Exchange (FX)
5 72 (8.42%) Pricing Data
6 54 (6.32%) Clustering
7 44 (5.15%) Product Ownership
8 23 (2.69%) Self-Motivation
9 22 (2.57%) Social Media
10 14 (1.64%) Security Operations Centre
11 7 (0.82%) Cloud Native
11 7 (0.82%) Mainframe
12 6 (0.70%) NHS
13 5 (0.58%) Client/Server
13 5 (0.58%) Hybrid Cloud
13 5 (0.58%) Online Games
13 5 (0.58%) Replication
14 4 (0.47%) Legacy Applications
14 4 (0.47%) Reference Data
Operating Systems
1 1 (0.12%) Android
1 1 (0.12%) Linux
Processes & Methodologies
1 663 (77.54%) Agile
2 642 (75.09%) Asset Management
3 564 (65.96%) Software Engineering
4 476 (55.67%) Investment Management
5 232 (27.13%) Line Management
6 175 (20.47%) Greeks
7 154 (18.01%) Analytics
8 99 (11.58%) Mentoring
9 92 (10.76%) Data Engineering
10 87 (10.18%) DevOps
11 75 (8.77%) Migration
12 65 (7.60%) Roadmaps
13 59 (6.90%) Fintech
14 54 (6.32%) Site Reliability Engineering
15 52 (6.08%) ETL
16 50 (5.85%) TDD
17 46 (5.38%) CI/CD
18 45 (5.26%) Data Pipeline
19 42 (4.91%) Continuous Integration
20 41 (4.80%) Data Modelling
Programming Languages
1 772 (90.29%) Python
2 572 (66.90%) Java
3 560 (65.50%) JavaScript
4 504 (58.95%) TypeScript
5 200 (23.39%) SQL
6 56 (6.55%) Go
7 15 (1.75%) C#
7 15 (1.75%) Scala
8 14 (1.64%) Kusto Query Language
9 12 (1.40%) Ruby
10 5 (0.58%) Perl
10 5 (0.58%) Shell Script
11 3 (0.35%) T-SQL
12 1 (0.12%) Bash
12 1 (0.12%) Data Analysis Expressions
12 1 (0.12%) R
Qualifications
1 67 (7.84%) SC Cleared
1 67 (7.84%) Security Cleared
2 8 (0.94%) Degree
3 4 (0.47%) Computer Science Degree
4 3 (0.35%) ISTQB
4 3 (0.35%) Master's Degree
5 1 (0.12%) Numerate Degree
5 1 (0.12%) Postgraduate
Quality Assurance & Compliance
1 203 (23.74%) Data Quality
2 7 (0.82%) Accessibility
3 2 (0.23%) QA
4 1 (0.12%) GDPR
System Software
1 6 (0.70%) Docker
Systems Management
1 83 (9.71%) Terraform
2 62 (7.25%) Kubernetes
3 54 (6.32%) Prometheus
4 1 (0.12%) Single Sign-On
Vendors
1 66 (7.72%) Bloomberg
2 64 (7.49%) Reuters
3 33 (3.86%) Google
4 17 (1.99%) Microsoft
5 14 (1.64%) Splunk
6 10 (1.17%) Databricks
7 7 (0.82%) ServiceNow
7 7 (0.82%) Teradata
8 6 (0.70%) SnapLogic
9 3 (0.35%) Dataiku
10 2 (0.23%) Ab Initio
10 2 (0.23%) Informatica
10 2 (0.23%) Oracle
10 2 (0.23%) Twitter
11 1 (0.12%) Amplitude
11 1 (0.12%) Atlassian
11 1 (0.12%) F5
11 1 (0.12%) Facebook
11 1 (0.12%) Vertica