dbt Contracts with Work from Home Options

dbt (data build tool)
UK > Work from Home

The table below provides summary statistics for contract job vacancies with an option to work from home (WFH) and a requirement for dbt skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited dbt over the 6 months to 17 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
17 May 2024
Same period 2023 Same period 2022
Rank 191 417 522
Rank change year-on-year +226 +105 -74
Contract jobs citing dbt 162 49 107
As % of all contract jobs with a WFH option 1.10% 0.20% 0.24%
As % of the Cloud Services category 3.00% 0.50% 0.59%
Number of daily rates quoted 154 33 96
10th Percentile £481 £480 £345
25th Percentile £584 £500 £523
Median daily rate (50th Percentile) £800 £575 £650
Median % change year-on-year +39.13% -11.54% -
75th Percentile £881 £613 £800
90th Percentile £888 £775 £838
UK median daily rate £800 £575 £650
% change year-on-year +39.13% -11.54% -
Number of hourly rates quoted 1 2 0
10th Percentile - £78.75 -
25th Percentile £46.75 £80.63 -
Median hourly rate £48.50 £85.00 -
Median % change year-on-year -42.94% - -
75th Percentile £50.25 £88.13 -
90th Percentile - £89.25 -
UK median hourly rate £48.50 £85.00 -
% change year-on-year -42.94% - -

All Cloud Skills
Work from Home

dbt is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a WFH option and a requirement for cloud computing skills.

Contract vacancies with a requirement for cloud computing skills 5,395 9,717 18,221
As % of all contract jobs with a WFH option 36.48% 39.48% 41.38%
Number of daily rates quoted 3,889 7,207 13,616
10th Percentile £350 £370 £375
25th Percentile £430 £450 £450
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £638 £650 £640
90th Percentile £738 £743 £725
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - +10.00%
Number of hourly rates quoted 88 125 169
10th Percentile £15.50 £16.24 £15.00
25th Percentile £17.00 £21.00 £20.00
Median hourly rate £26.00 £54.00 £40.00
Median % change year-on-year -51.85% +35.00% +1.27%
75th Percentile £50.94 £70.00 £66.00
90th Percentile £72.06 £75.00 £75.00
UK median hourly rate £21.37 £35.00 £22.19
% change year-on-year -38.94% +57.73% -1.38%

dbt
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing dbt as a proportion of all IT jobs advertised.

dbt trend for jobs with a WFH option

dbt
Daily Rate Trend for Jobs with a WFH Option

3-month moving average daily rate quoted in job vacancies with a work from home option citing dbt.

dbt daily rate for jobs with a WFH option

dbt
Daily Rate Histogram for Jobs with a WFH Option

Daily rate distribution for jobs with a work from home option citing dbt over the 6 months to 17 May 2024.

dbt daily rate histogram for jobs with a WFH option

dbt
Co-occurring Skills and Capabilities with WFH Options 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
1 122 (75.31%) Apache Airflow
2 100 (61.73%) Apache
3 2 (1.23%) Apache Spark
4 1 (0.62%) Confluence
Business Applications
1 1 (0.62%) Aladdin
1 1 (0.62%) Markit EDM
1 1 (0.62%) Shopify
Cloud Services
1 131 (80.86%) AWS
2 111 (68.52%) Snowflake
3 65 (40.12%) GCP
4 13 (8.02%) Azure
5 11 (6.79%) AWS Lambda
5 11 (6.79%) Serverless
6 8 (4.94%) Amazon S3
6 8 (4.94%) Power Platform
7 6 (3.70%) Amazon EMR
8 5 (3.09%) GitHub
9 4 (2.47%) Amazon CloudWatch
9 4 (2.47%) Amazon EventBridge
9 4 (2.47%) Amazon Kinesis
9 4 (2.47%) AWS Step Functions
9 4 (2.47%) Fivetran
10 3 (1.85%) Azure DevOps
11 2 (1.23%) GitHub Actions
12 1 (0.62%) Azure Monitor
12 1 (0.62%) Azure Synapse Analytics
12 1 (0.62%) Matillion
Database & Business Intelligence
1 116 (71.60%) Amazon Athena
2 111 (68.52%) Apache Arrow
2 111 (68.52%) Dremio
3 96 (59.26%) Data Lake
4 90 (55.56%) Apache Ignite
5 26 (16.05%) Data Warehouse
6 19 (11.73%) Big Data
7 10 (6.17%) Amazon Redshift
8 8 (4.94%) BigQuery
8 8 (4.94%) Power BI
9 5 (3.09%) Snowflake Schema
10 4 (2.47%) Flink
11 3 (1.85%) Airbyte
11 3 (1.85%) Tableau
12 2 (1.23%) Looker
13 1 (0.62%) Amazon QuickSight
13 1 (0.62%) Azure SQL Data Warehouse
13 1 (0.62%) BusinessObjects
13 1 (0.62%) Data Mining
13 1 (0.62%) Spark SQL
Development Applications
1 10 (6.17%) Git
2 6 (3.70%) JIRA
3 1 (0.62%) Bitbucket
3 1 (0.62%) Cypress.io
3 1 (0.62%) Jenkins
General
1 115 (70.99%) Finance
2 95 (58.64%) Front Office
3 88 (54.32%) Banking
4 85 (52.47%) Investment Banking
5 3 (1.85%) Social Skills
6 2 (1.23%) Analytical Skills
6 2 (1.23%) Marketing
6 2 (1.23%) Retail
7 1 (0.62%) Law
Job Titles
1 64 (39.51%) Software Engineer
2 60 (37.04%) AWS Engineer
3 44 (27.16%) Python Engineer
4 43 (26.54%) Lead
5 40 (24.69%) Developer
5 40 (24.69%) Python Software Engineer
6 39 (24.07%) Senior
7 38 (23.46%) AWS Software Engineer
8 36 (22.22%) Developer/Software Engineer
9 33 (20.37%) Java Engineer
9 33 (20.37%) Java Software Engineer
10 30 (18.52%) Senior Software Engineer
11 27 (16.67%) Data Engineer
11 27 (16.67%) Software Developer
12 25 (15.43%) Team Leader
13 24 (14.81%) Lead Developer
13 24 (14.81%) Lead Software Developer
13 24 (14.81%) Lead Software Engineer
13 24 (14.81%) Software Team Leader
14 22 (13.58%) Architect
Libraries, Frameworks & Software Standards
1 109 (67.28%) gRPC
1 109 (67.28%) Protocol Buffers
2 91 (56.17%) Pandas
3 90 (55.56%) NumPy
3 90 (55.56%) SciPy
4 11 (6.79%) PySpark
5 10 (6.17%) React
5 10 (6.17%) Redux
6 7 (4.32%) AngularJS
6 7 (4.32%) Node.js
6 7 (4.32%) Vue
7 3 (1.85%) .NET
7 3 (1.85%) ADO
7 3 (1.85%) ASP.NET
7 3 (1.85%) ASP.NET Core
8 1 (0.62%) Flask
8 1 (0.62%) Kafka
8 1 (0.62%) VML
8 1 (0.62%) Web Services
Miscellaneous
1 101 (62.35%) Hedge funds
2 92 (56.79%) Fixed Income
3 85 (52.47%) Derivative
3 85 (52.47%) Equities
4 82 (50.62%) Foreign Exchange (FX)
5 16 (9.88%) Clustering
6 10 (6.17%) Pricing Data
7 2 (1.23%) Product Ownership
8 1 (0.62%) Algorithms
8 1 (0.62%) Distributed Computing
8 1 (0.62%) Legacy Applications
8 1 (0.62%) Reinsurance
Processes & Methodologies
1 117 (72.22%) Asset Management
2 106 (65.43%) Agile
3 97 (59.88%) Investment Management
4 95 (58.64%) Software Engineering
5 33 (20.37%) Line Management
6 31 (19.14%) Greeks
7 26 (16.05%) DevOps
8 25 (15.43%) Analytics
9 23 (14.20%) Data Modelling
10 22 (13.58%) ETL
11 19 (11.73%) Data Engineering
12 17 (10.49%) Data Pipeline
13 16 (9.88%) Site Reliability Engineering
14 15 (9.26%) Data Architecture
15 13 (8.02%) Data Ingestion
16 12 (7.41%) Business Intelligence
17 11 (6.79%) Mentoring
18 10 (6.17%) CI/CD
19 9 (5.56%) Data Transformation
20 8 (4.94%) Unit Testing
Programming Languages
1 135 (83.33%) Python
2 109 (67.28%) JavaScript
3 99 (61.11%) Java
4 93 (57.41%) TypeScript
5 18 (11.11%) SQL
6 16 (9.88%) Go
7 14 (8.64%) Scala
8 7 (4.32%) Ruby
9 3 (1.85%) C#
10 1 (0.62%) Bash
10 1 (0.62%) R
Quality Assurance & Compliance
1 40 (24.69%) Data Quality
2 1 (0.62%) Accessibility
2 1 (0.62%) QA
System Software
1 2 (1.23%) Docker
Systems Management
1 25 (15.43%) Terraform
2 18 (11.11%) Kubernetes
3 17 (10.49%) Prometheus
4 1 (0.62%) Grafana
Vendors
1 10 (6.17%) Google
2 6 (3.70%) Ab Initio
3 3 (1.85%) Databricks
3 3 (1.85%) Informatica
3 3 (1.85%) Microsoft
4 1 (0.62%) Adobe
4 1 (0.62%) Bloomberg
4 1 (0.62%) FactSet
4 1 (0.62%) Salesforce
4 1 (0.62%) SAP
4 1 (0.62%) Sitecore