Dataform Contract Job Trends in Edinburgh

Google Cloud Dataform
Scotland > Edinburgh

The table below provides summary statistics and contractor rates for jobs advertised in Edinburgh 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 63 - -
Rank change year-on-year - - -
Contract jobs citing Dataform 1 0 0
As % of all contract jobs in Edinburgh 0.17% - -
As % of the Cloud Services category 0.39% - -
Number of daily rates quoted 1 0 0
10th Percentile - - -
25th Percentile £450 - -
Median daily rate (50th Percentile) £500 - -
75th Percentile £550 - -
90th Percentile - - -
Scotland median daily rate £500 - -

All Cloud Computing Skills
Edinburgh

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 Edinburgh.

Contract vacancies with a requirement for cloud computing skills 256 249 348
As % of all contract IT jobs advertised in Edinburgh 43.46% 40.23% 38.07%
Number of daily rates quoted 130 151 224
10th Percentile £371 £192 £300
25th Percentile £441 £400 £415
Median daily rate (50th Percentile) £503 £450 £475
Median % change year-on-year +11.67% -5.26% -
75th Percentile £592 £525 £550
90th Percentile £625 £600 £634
Scotland median daily rate £500 £450 £490
% change year-on-year +11.11% -8.16% +3.16%
Number of hourly rates quoted 2 11 1
10th Percentile £17.88 £20.30 -
25th Percentile £24.90 £21.75 -
Median hourly rate £36.95 £24.00 £17.72
Median % change year-on-year +53.97% +35.44% -
75th Percentile £48.65 £24.18 -
90th Percentile £55.46 - -
Scotland median hourly rate £31.95 £24.00 £15.42
% change year-on-year +33.14% +55.64% -12.98%

Dataform
Co-Occurring Skills & Capabilities in Edinburgh 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:

Cloud Services
1 1 (100.00%) Amazon Kinesis
1 1 (100.00%) dbt
Database & Business Intelligence
1 1 (100.00%) Data Warehouse
General
1 1 (100.00%) Analytical Skills
Libraries, Frameworks & Software Standards
1 1 (100.00%) Kafka
Processes & Methodologies
1 1 (100.00%) Agile
1 1 (100.00%) Analytics
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data Transformation
1 1 (100.00%) ETL
1 1 (100.00%) Logical Data Model
1 1 (100.00%) Pair Programming
1 1 (100.00%) Performance Optimisation
1 1 (100.00%) Physical Data Model
1 1 (100.00%) Software Engineering
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL
Systems Management
1 1 (100.00%) Terraform
Vendors
1 1 (100.00%) Databricks