Dataform Contract Job Trends in Reading

Google Cloud Dataform
Berkshire > Reading

The table below provides summary statistics and contractor rates for jobs advertised in Reading requiring Dataform skills. It covers contract job vacancies from the 6 months leading up to 1 January 2026, with comparisons to the same periods in the previous two years.

6 months to
1 Jan 2026
Same period 2025 Same period 2024
Rank 77 - -
Rank change year-on-year - - -
Contract jobs citing Dataform 1 0 0
As % of all contract jobs in Reading 0.14% - -
As % of the Cloud Services category 0.33% - -
Number of daily rates quoted 0 0 0
Median daily rate (50th Percentile) - - -
Berkshire median daily rate - - -

All Cloud Computing Skills
Reading

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

Contract vacancies with a requirement for cloud computing skills 299 344 339
As % of all contract IT jobs advertised in Reading 40.41% 36.29% 34.38%
Number of daily rates quoted 219 222 257
10th Percentile £275 £381 £413
25th Percentile £413 £475 £500
Median daily rate (50th Percentile) £536 £600 £600
Median % change year-on-year -10.67% - +9.09%
75th Percentile £625 £650 £650
90th Percentile £670 £670 £700
Berkshire median daily rate £486 £565 £550
% change year-on-year -13.94% +2.73% -
Number of hourly rates quoted 17 4 0
10th Percentile £14.75 £27.08 -
25th Percentile £70.00 £28.31 -
Median hourly rate £81.00 £35.75 -
Median % change year-on-year +126.57% - -
75th Percentile £95.00 £48.06 -
90th Percentile £102.20 £58.06 -
Berkshire median hourly rate £78.00 £42.50 £63.00
% change year-on-year +83.53% -32.54% +180.00%

Dataform
Co-Occurring Skills & Capabilities in Reading 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%) AWS
1 1 (100.00%) Cloud Computing
1 1 (100.00%) dbt
1 1 (100.00%) GCP
1 1 (100.00%) Power Platform
Database & Business Intelligence
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Power BI
1 1 (100.00%) Relational Database
1 1 (100.00%) Tableau
General
1 1 (100.00%) Analytical Skills
1 1 (100.00%) Social Skills
1 1 (100.00%) Telecoms
Job Titles
1 1 (100.00%) Data Engineer
1 1 (100.00%) Telecoms Engineer
Processes & Methodologies
1 1 (100.00%) Actionable Insight
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data Transformation
1 1 (100.00%) Decision-Making
1 1 (100.00%) ETL
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Validation
1 1 (100.00%) Visualisation
1 1 (100.00%) WFM
1 1 (100.00%) Workflow
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) Degree
1 1 (100.00%) Master's Degree
Quality Assurance & Compliance
1 1 (100.00%) Data Quality