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 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 219 432 518
Rank change year-on-year +213 +86 -92
Contract jobs citing dbt 128 43 104
As % of all contract jobs with a WFH option 0.84% 0.17% 0.23%
As % of the Cloud Services category 2.31% 0.42% 0.56%
Number of daily rates quoted 120 28 95
10th Percentile £475 £471 £345
25th Percentile £534 £500 £513
Median daily rate (50th Percentile) £800 £575 £650
Median % change year-on-year +39.13% -11.54% -
75th Percentile £869 £613 £800
90th Percentile £888 £775 £838
UK median daily rate £725 £575 £650
% change year-on-year +26.09% -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 5,540 10,241 18,509
As % of all contract jobs with a WFH option 36.26% 39.50% 41.55%
Number of daily rates quoted 3,957 7,516 13,798
10th Percentile £350 £375 £375
25th Percentile £425 £450 £450
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - +10.00%
75th Percentile £638 £650 £638
90th Percentile £732 £743 £725
UK median daily rate £525 £550 £550
% change year-on-year -4.55% - +10.00%
Number of hourly rates quoted 89 126 174
10th Percentile £15.50 £16.44 £14.00
25th Percentile £17.00 £21.52 £19.00
Median hourly rate £26.00 £55.00 £28.75
Median % change year-on-year -52.73% +91.30% -17.86%
75th Percentile £50.25 £70.00 £62.15
90th Percentile £64.37 £81.25 £66.00
UK median hourly rate £20.99 £35.00 £21.50
% change year-on-year -40.04% +62.79% -5.54%

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 27 April 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 89 (69.53%) Apache Airflow
2 69 (53.91%) Apache
3 2 (1.56%) Apache Spark
Business Applications
1 1 (0.78%) Aladdin
1 1 (0.78%) Markit EDM
Cloud Services
1 95 (74.22%) AWS
2 75 (58.59%) Snowflake
3 58 (45.31%) GCP
4 13 (10.16%) Azure
5 6 (4.69%) AWS Lambda
5 6 (4.69%) Power Platform
5 6 (4.69%) Serverless
6 5 (3.91%) Amazon CloudWatch
6 5 (3.91%) Amazon EventBridge
6 5 (3.91%) Amazon Kinesis
6 5 (3.91%) AWS Step Functions
6 5 (3.91%) GitHub
7 4 (3.13%) Fivetran
8 2 (1.56%) Amazon S3
8 2 (1.56%) Azure DevOps
8 2 (1.56%) GitHub Actions
9 1 (0.78%) Azure Cosmos DB
9 1 (0.78%) Azure Monitor
9 1 (0.78%) Datadog
9 1 (0.78%) Matillion
Database & Business Intelligence
1 81 (63.28%) Amazon Athena
2 80 (62.50%) Apache Arrow
2 80 (62.50%) Dremio
3 67 (52.34%) Apache Ignite
4 64 (50.00%) Data Lake
5 20 (15.63%) Data Warehouse
6 12 (9.38%) Big Data
7 8 (6.25%) BigQuery
8 6 (4.69%) Power BI
9 5 (3.91%) Amazon Redshift
10 4 (3.13%) Flink
11 3 (2.34%) Airbyte
11 3 (2.34%) Snowflake Schema
12 2 (1.56%) Data Hub
12 2 (1.56%) Delta Lake
12 2 (1.56%) Looker
12 2 (1.56%) Spark SQL
13 1 (0.78%) Amazon QuickSight
13 1 (0.78%) PostgreSQL
13 1 (0.78%) Tableau
Development Applications
1 7 (5.47%) Git
1 7 (5.47%) JIRA
2 1 (0.78%) Bitbucket
2 1 (0.78%) Cypress.io
2 1 (0.78%) Jenkins
General
1 85 (66.41%) Finance
2 70 (54.69%) Front Office
3 65 (50.78%) Banking
4 62 (48.44%) Investment Banking
5 4 (3.13%) Social Skills
6 2 (1.56%) Analytical Skills
7 1 (0.78%) Law
7 1 (0.78%) Marketing
Job Titles
1 47 (36.72%) Software Engineer
2 44 (34.38%) AWS Engineer
3 35 (27.34%) Developer
4 32 (25.00%) Python Engineer
5 31 (24.22%) Developer/Software Engineer
5 31 (24.22%) Lead
6 27 (21.09%) AWS Software Engineer
6 27 (21.09%) Data Engineer
6 27 (21.09%) Python Software Engineer
7 26 (20.31%) Senior
8 22 (17.19%) Java Engineer
8 22 (17.19%) Java Software Engineer
8 22 (17.19%) Software Developer
9 19 (14.84%) Team Leader
10 18 (14.06%) Architect
10 18 (14.06%) Lead Developer
10 18 (14.06%) Lead Software Developer
10 18 (14.06%) Lead Software Engineer
10 18 (14.06%) Senior Software Engineer
10 18 (14.06%) Software Team Leader
Libraries, Frameworks & Software Standards
1 80 (62.50%) gRPC
1 80 (62.50%) Protocol Buffers
2 68 (53.13%) Pandas
3 67 (52.34%) NumPy
3 67 (52.34%) SciPy
4 8 (6.25%) React
4 8 (6.25%) Redux
5 7 (5.47%) PySpark
6 5 (3.91%) AngularJS
6 5 (3.91%) Node.js
6 5 (3.91%) Vue
7 3 (2.34%) .NET
7 3 (2.34%) ADO
7 3 (2.34%) ASP.NET
7 3 (2.34%) ASP.NET Core
8 1 (0.78%) Flask
8 1 (0.78%) Kafka
8 1 (0.78%) Web Services
Miscellaneous
1 69 (53.91%) Hedge funds
2 64 (50.00%) Fixed Income
3 59 (46.09%) Derivative
3 59 (46.09%) Equities
4 56 (43.75%) Foreign Exchange (FX)
5 10 (7.81%) Clustering
6 4 (3.13%) Pricing Data
7 1 (0.78%) Algorithms
7 1 (0.78%) Distributed Computing
7 1 (0.78%) Legacy Applications
7 1 (0.78%) Reinsurance
Processes & Methodologies
1 87 (67.97%) Asset Management
2 79 (61.72%) Agile
3 73 (57.03%) Investment Management
3 73 (57.03%) Software Engineering
4 29 (22.66%) Analytics
5 24 (18.75%) Line Management
6 22 (17.19%) Greeks
7 20 (15.63%) DevOps
8 17 (13.28%) Data Architecture
8 17 (13.28%) ETL
9 16 (12.50%) Data Modelling
10 14 (10.94%) Business Intelligence
11 13 (10.16%) Data Ingestion
11 13 (10.16%) Data Pipeline
12 12 (9.38%) Data Engineering
12 12 (9.38%) Mentoring
13 10 (7.81%) CI/CD
13 10 (7.81%) Site Reliability Engineering
14 9 (7.03%) Unit Testing
15 7 (5.47%) Use Case
Programming Languages
1 101 (78.91%) Python
2 80 (62.50%) JavaScript
3 72 (56.25%) Java
4 70 (54.69%) TypeScript
5 15 (11.72%) SQL
6 10 (7.81%) Go
6 10 (7.81%) Scala
7 8 (6.25%) Ruby
8 3 (2.34%) C#
9 2 (1.56%) R
10 1 (0.78%) Bash
10 1 (0.78%) T-SQL
Quality Assurance & Compliance
1 33 (25.78%) Data Quality
2 1 (0.78%) Accessibility
2 1 (0.78%) QA
System Software
1 2 (1.56%) Docker
Systems Management
1 19 (14.84%) Terraform
2 12 (9.38%) Kubernetes
3 11 (8.59%) Prometheus
4 1 (0.78%) Grafana
Vendors
1 10 (7.81%) Google
2 4 (3.13%) Informatica
3 3 (2.34%) Databricks
3 3 (2.34%) Microsoft
4 2 (1.56%) Bloomberg
5 1 (0.78%) FactSet