Dataform Job Trends in London

Google Cloud Dataform
England > London

The table below provides summary statistics and salary benchmarking for jobs advertised in London requiring Dataform skills. It covers permanent job vacancies from the 6 months leading up to 11 March 2026, with comparisons to the same periods in the previous two years.

6 months to
11 Mar 2026
Same period 2025 Same period 2024
Rank 388 405 480
Rank change year-on-year +17 +75 +187
Permanent jobs citing Dataform 5 1 3
As % of all permanent jobs in London 0.030% 0.007% 0.014%
As % of the Cloud Services category 0.079% 0.017% 0.030%
Number of salaries quoted 2 1 2
10th Percentile £58,000 - £69,500
25th Percentile £60,625 £88,750 £72,500
Median annual salary (50th Percentile) £67,500 £92,500 £80,000
Median % change year-on-year -27.03% +15.63% +3.23%
75th Percentile £75,625 £96,250 £87,500
90th Percentile £79,000 - £90,500
England median annual salary £67,500 £92,500 £80,000
% change year-on-year -27.03% +15.63% +3.23%

All Cloud Computing Skills
London

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 London.

Permanent vacancies with a requirement for cloud computing skills 6,345 6,035 9,854
As % of all permanent jobs advertised in London 38.14% 44.15% 44.97%
Number of salaries quoted 4,108 4,179 8,142
10th Percentile £40,000 £42,500 £41,250
25th Percentile £55,000 £57,226 £55,000
Median annual salary (50th Percentile) £75,000 £77,500 £75,000
Median % change year-on-year -3.23% +3.33% -
75th Percentile £95,000 £100,000 £95,000
90th Percentile £115,000 £120,000 £115,000
England median annual salary £60,000 £62,500 £57,500
% change year-on-year -4.00% +8.70% -11.54%

Dataform
Job Vacancy Trend in London

Historical trend showing the proportion of permanent IT job postings citing Dataform relative to all permanent IT jobs advertised in London.

Dataform job vacancy trend in London

Dataform
Salary Trend in London

Salary distribution trend for jobs in London citing Dataform.

Salary distribution trend for jobs in London citing Dataform

Dataform
Salary Histogram in London

Salary distribution for jobs citing Dataform in London over the 6 months to 11 March 2026.

Salary histogram for Dataform in London

Dataform
Co-Occurring Skills & Capabilities in London 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 (20.00%) Apache Airflow
Cloud Services
1 4 (80.00%) dbt
1 4 (80.00%) Snowflake
2 3 (60.00%) Power Platform
3 1 (20.00%) Azure
3 1 (20.00%) Azure Synapse Analytics
3 1 (20.00%) GCP
3 1 (20.00%) GitHub
3 1 (20.00%) GitHub Actions
3 1 (20.00%) Prefect
Database & Business Intelligence
1 5 (100.00%) BigQuery
2 4 (80.00%) Amazon Redshift
2 4 (80.00%) Tableau
3 3 (60.00%) Big Data
3 3 (60.00%) Looker
3 3 (60.00%) Power BI
4 2 (40.00%) Data Warehouse
5 1 (20.00%) Metadata
Development Applications
1 4 (80.00%) Git
General
1 4 (80.00%) Social Skills
Job Titles
1 3 (60.00%) Analyst
1 3 (60.00%) Data Analyst
1 3 (60.00%) Senior
1 3 (60.00%) Senior Analyst
1 3 (60.00%) Senior Data Analyst
2 1 (20.00%) Data Engineer
Processes & Methodologies
1 5 (100.00%) Analytics
1 5 (100.00%) Business Intelligence
2 4 (80.00%) CI/CD
2 4 (80.00%) Data Modelling
2 4 (80.00%) ETL
3 3 (60.00%) AI
3 3 (60.00%) Coaching
3 3 (60.00%) Data Governance
3 3 (60.00%) Decision-Making
3 3 (60.00%) Functional Programming
3 3 (60.00%) Machine Learning
3 3 (60.00%) Mentoring
3 3 (60.00%) Performance Optimisation
3 3 (60.00%) Predictive Analytics
3 3 (60.00%) Problem-Solving
3 3 (60.00%) Statistics
3 3 (60.00%) Storytelling
4 2 (40.00%) Data Pipeline
5 1 (20.00%) Collaborative Working
5 1 (20.00%) Observability
Programming Languages
1 5 (100.00%) Python
2 4 (80.00%) SQL
Quality Assurance & Compliance
1 5 (100.00%) Data Quality
2 3 (60.00%) Accessibility