Dataform Job Trends in the Midlands

Google Cloud Dataform
England > Midlands

The table below provides summary statistics and salary benchmarking for jobs advertised in the Midlands requiring Dataform skills. It covers permanent job vacancies from the 6 months leading up to 31 December 2025, with comparisons to the same periods in the previous two years.

6 months to
31 Dec 2025
Same period 2024 Same period 2023
Rank 218 - -
Rank change year-on-year - - -
Permanent jobs citing Dataform 1 0 0
As % of all permanent jobs in the Midlands 0.013% - -
As % of the Cloud Services category 0.035% - -
Number of salaries quoted 0 0 0
Median annual salary (50th Percentile) - - -
England median annual salary £66,250 £81,250 -
% change year-on-year -18.46% - -

All Cloud Computing Skills
Midlands

Dataform 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 in the Midlands.

Permanent vacancies with a requirement for cloud computing skills 2,841 2,131 1,901
As % of all permanent jobs advertised in the Midlands 36.44% 31.90% 38.07%
Number of salaries quoted 1,394 1,225 1,711
10th Percentile £27,930 £32,500 £30,000
25th Percentile £33,750 £38,750 £38,750
Median annual salary (50th Percentile) £51,375 £52,500 £52,500
Median % change year-on-year -2.14% - -2.78%
75th Percentile £67,500 £68,750 £65,000
90th Percentile £83,750 £79,560 £77,500
England median annual salary £60,000 £65,000 £62,500
% change year-on-year -7.69% +4.00% -3.85%

Dataform
Job Locations in the Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Dataform within the Midlands region over the 6 months to 31 December 2025. 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
West Midlands - 1 - -
Dataform
England

Dataform
Co-Occurring Skills & Capabilities in the Midlands by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (100.00%) Apache Airflow
Cloud Services
1 1 (100.00%) Azure
1 1 (100.00%) Azure Data Factory
1 1 (100.00%) Azure Synapse Analytics
1 1 (100.00%) dbt
1 1 (100.00%) Power Platform
Database & Business Intelligence
1 1 (100.00%) Data Lake
1 1 (100.00%) Power BI
1 1 (100.00%) Power Query
1 1 (100.00%) Snowflake Schema
Job Titles
1 1 (100.00%) Business Intelligence Developer
1 1 (100.00%) Developer
1 1 (100.00%) Power BI Developer
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Integration
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data Transformation
1 1 (100.00%) DataOps
1 1 (100.00%) DevOps
1 1 (100.00%) ETL
1 1 (100.00%) Performance Tuning
1 1 (100.00%) Visualisation
Programming Languages
1 1 (100.00%) Data Analysis Expressions
1 1 (100.00%) Python
1 1 (100.00%) SQL