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 4 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
4 Dec 2023
Same period 2022 Same period 2021
Rank 503 629 946
Rank change year-on-year +126 +317 -230
Permanent jobs citing dbt 245 491 153
As % of all permanent jobs advertised in the UK 0.46% 0.40% 0.12%
As % of the Cloud Services category 1.08% 0.93% 0.26%
Number of salaries quoted 215 119 103
10th Percentile £54,250 £45,107 £40,000
25th Percentile £60,200 £52,750 £46,875
Median annual salary (50th Percentile) £75,000 £75,000 £65,000
Median % change year-on-year - +15.38% -
75th Percentile £118,750 £87,500 £75,000
90th Percentile £143,750 £105,500 £101,500
UK excluding London median annual salary £65,000 £60,000 £38,500
% change year-on-year +8.33% +55.84% -40.77%

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 22,667 52,995 60,000
As % of all permanent jobs advertised in the UK 42.58% 42.76% 46.78%
Number of salaries quoted 17,874 35,419 42,381
10th Percentile £32,750 £34,656 £33,000
25th Percentile £45,000 £46,250 £43,750
Median annual salary (50th Percentile) £62,500 £64,000 £60,000
Median % change year-on-year -2.34% +6.67% +4.35%
75th Percentile £82,500 £85,000 £80,000
90th Percentile £100,000 £100,000 £97,500
UK excluding London median annual salary £53,500 £55,000 £52,500
% change year-on-year -2.73% +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 4 December 2023.

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 4 December 2023. 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 +102 202 £80,000 +6.67% 60
Work from Home +331 179 £75,000 -11.76% 28
London +63 148 £91,250 +10.94% 42
UK excluding London +242 70 £65,000 +8.33% 21
North of England +161 22 £65,000 -23.53% 11
South East +146 14 £71,250 +23.91% 4
North West +111 10 £65,000 -23.53% 8
North East +58 9 £65,000 -23.53% 1
West Midlands +130 8 £65,000 +30.00% 1
Midlands +117 8 £65,000 +30.00% 1
Wales - 8 £65,000 - 2
Scotland +58 6 £65,000 -23.53%
Northern Ireland - 6 £65,000 -
South West +77 5 £75,000 +40.19% 1
Yorkshire +89 3 £122,500 +63.33% 2
East of England +125 1 - - 2

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 79 (32.24%) Apache Airflow
2 62 (25.31%) Apache
3 3 (1.22%) Luigi
4 2 (0.82%) Apache Spark
4 2 (0.82%) SharePoint
5 1 (0.41%) Confluence
5 1 (0.41%) Jupyter
Applications
1 3 (1.22%) Microsoft Excel
1 3 (1.22%) Microsoft PowerPoint
Business Applications
1 9 (3.67%) Endur
2 2 (0.82%) OpenLink RightAngle
Cloud Services
1 131 (53.47%) AWS
2 109 (44.49%) GCP
3 56 (22.86%) Snowflake
4 52 (21.22%) Azure
5 32 (13.06%) Amazon ECS
5 32 (13.06%) AWS CloudFormation
6 30 (12.24%) Power Platform
7 28 (11.43%) Cloud Computing
8 22 (8.98%) Serverless
9 20 (8.16%) AWS Lambda
10 16 (6.53%) Pulumi
11 14 (5.71%) PaaS
12 12 (4.90%) Fivetran
13 10 (4.08%) Azure Data Factory
14 7 (2.86%) Google Analytics
15 6 (2.45%) Amazon Kinesis
16 4 (1.63%) Matillion
17 3 (1.22%) Azure Synapse Analytics
17 3 (1.22%) GitHub
17 3 (1.22%) Microsoft 365
Communications & Networking
1 24 (9.80%) TCP/IP
2 2 (0.82%) WebEx
Database & Business Intelligence
1 56 (22.86%) Amazon Athena
2 54 (22.04%) Apache Arrow
2 54 (22.04%) Dremio
3 52 (21.22%) Apache Ignite
4 42 (17.14%) PostgreSQL
5 34 (13.88%) Elasticsearch
6 33 (13.47%) Data Warehouse
7 30 (12.24%) Power BI
8 29 (11.84%) Tableau
9 27 (11.02%) Redis
10 21 (8.57%) Looker
11 18 (7.35%) BigQuery
12 10 (4.08%) SQL Server
13 9 (3.67%) Data Lake
14 8 (3.27%) Big Data
15 7 (2.86%) Amazon Redshift
15 7 (2.86%) Relational Database
16 5 (2.04%) Delta Lake
17 3 (1.22%) Amazon QuickSight
17 3 (1.22%) Flink
Development Applications
1 33 (13.47%) Jenkins
2 5 (2.04%) Git
3 2 (0.82%) TeamCity
4 1 (0.41%) CircleCI
4 1 (0.41%) GitLab
4 1 (0.41%) JIRA
General
1 98 (40.00%) Finance
2 80 (32.65%) Inclusion and Diversity
3 55 (22.45%) Banking
4 54 (22.04%) Front Office
4 54 (22.04%) Investment Banking
5 43 (17.55%) Social Skills
6 32 (13.06%) Retail
7 22 (8.98%) Analytical Skills
8 14 (5.71%) Digital Economy
8 14 (5.71%) Marketing
9 13 (5.31%) Public Sector
10 10 (4.08%) Health Technology
11 9 (3.67%) Games
12 7 (2.86%) Agriculture
12 7 (2.86%) Tech for Good
13 6 (2.45%) Presentation Skills
14 2 (0.82%) Manufacturing
15 1 (0.41%) Telecoms
Job Titles
1 71 (28.98%) Data Engineer
2 69 (28.16%) Developer
3 61 (24.90%) Software Engineer
4 55 (22.45%) AWS Engineer
5 54 (22.04%) Senior
6 52 (21.22%) AWS Developer
6 52 (21.22%) AWS Software Engineer
6 52 (21.22%) Developer/Software Engineer
7 31 (12.65%) Lead
8 30 (12.24%) Python Developer
9 23 (9.39%) Python Engineer
10 21 (8.57%) Java Developer
10 21 (8.57%) Senior Data Engineer
11 20 (8.16%) Java Engineer
11 20 (8.16%) Java Software Developer
11 20 (8.16%) Java Software Engineer
12 18 (7.35%) Software Developer
13 16 (6.53%) Analyst
13 16 (6.53%) Python Software Engineer
14 13 (5.31%) Service Designer
Libraries, Frameworks & Software Standards
1 59 (24.08%) Pandas
2 55 (22.45%) NumPy
3 52 (21.22%) gRPC
3 52 (21.22%) Protocol Buffers
3 52 (21.22%) SciPy
4 37 (15.10%) Django
5 13 (5.31%) Node.js
5 13 (5.31%) React
6 10 (4.08%) Web Services
7 8 (3.27%) OAuth
7 8 (3.27%) OAuth2
7 8 (3.27%) SAML
8 7 (2.86%) Kafka
9 6 (2.45%) PySpark
10 4 (1.63%) Apache Beam
11 3 (1.22%) SQLAlchemy
12 2 (0.82%) AngularJS
12 2 (0.82%) Dropwizard
12 2 (0.82%) GraphQL
12 2 (0.82%) RESTful
Miscellaneous
1 27 (11.02%) Distributed Systems
2 23 (9.39%) Blog
2 23 (9.39%) Product Ownership
3 16 (6.53%) Cloud Native
4 6 (2.45%) Management Information System
4 6 (2.45%) Virtual Team
5 5 (2.04%) Hedge funds
6 4 (1.63%) PropTech
6 4 (1.63%) Reinsurance
7 2 (0.82%) Algorithms
7 2 (0.82%) Analytical Mindset
7 2 (0.82%) Derivative
7 2 (0.82%) Equities
7 2 (0.82%) Fixed Income
7 2 (0.82%) Foreign Exchange (FX)
7 2 (0.82%) Greenfield Project
7 2 (0.82%) Public Cloud
8 1 (0.41%) Clustering
8 1 (0.41%) Data Structures
8 1 (0.41%) Online Gambling
Operating Systems
1 25 (10.20%) Linux
2 24 (9.80%) Unix
3 2 (0.82%) Apple iOS
Processes & Methodologies
1 126 (51.43%) Agile
2 98 (40.00%) Analytics
3 73 (29.80%) Software Engineering
4 62 (25.31%) Data Architecture
5 55 (22.45%) Asset Management
6 40 (16.33%) ETL
7 39 (15.92%) CI/CD
7 39 (15.92%) Continuous Delivery
8 37 (15.10%) DevOps
9 36 (14.69%) Business Intelligence
10 35 (14.29%) Data Pipeline
11 34 (13.88%) Data Engineering
11 34 (13.88%) Data Modelling
12 33 (13.47%) Continuous Integration
12 33 (13.47%) Mentoring
13 31 (12.65%) Prototyping
13 31 (12.65%) Strategic Thinking
14 30 (12.24%) Open Source
14 30 (12.24%) Problem-Solving
14 30 (12.24%) User Research
Programming Languages
1 161 (65.71%) Python
2 98 (40.00%) SQL
3 59 (24.08%) Java
4 52 (21.22%) JavaScript
4 52 (21.22%) TypeScript
5 21 (8.57%) Scala
6 17 (6.94%) Ruby
7 2 (0.82%) C++
7 2 (0.82%) T-SQL
8 1 (0.41%) C#
8 1 (0.41%) Kotlin
Qualifications
1 58 (23.67%) Security Cleared
2 56 (22.86%) SC Cleared
3 25 (10.20%) Degree
4 6 (2.45%) Computer Science Degree
5 3 (1.22%) CIPD
6 2 (0.82%) CSPO
6 2 (0.82%) ISTQB
6 2 (0.82%) Master's Degree
6 2 (0.82%) Numerate Degree
7 1 (0.41%) AWS Certification
7 1 (0.41%) Postgraduate
Quality Assurance & Compliance
1 9 (3.67%) Data Quality
2 6 (2.45%) GAAP
3 5 (2.04%) QA
4 3 (1.22%) GMP
5 1 (0.41%) GDPR
System Software
1 8 (3.27%) Docker
Systems Management
1 42 (17.14%) Terraform
2 41 (16.73%) Kubernetes
Vendors
1 42 (17.14%) Google
2 16 (6.53%) Databricks
3 9 (3.67%) Microsoft
4 2 (0.82%) Bloomberg
4 2 (0.82%) MicroStrategy
4 2 (0.82%) OpenLink
4 2 (0.82%) SAP
5 1 (0.41%) Adobe
5 1 (0.41%) Dataiku
5 1 (0.41%) Informatica
5 1 (0.41%) Remedy