Data Transformation Job Trends in Reading

Data Transformation
Berkshire > Reading

The table below provides summary statistics and salary benchmarking for jobs advertised in Reading requiring Data Transformation skills. It covers permanent job vacancies from the 6 months leading up to 25 February 2026, with comparisons to the same periods in the previous two years.

6 months to
25 Feb 2026
Same period 2025 Same period 2024
Rank 58 - -
Rank change year-on-year - - -
Permanent jobs citing Data Transformation 3 0 0
As % of all permanent jobs in Reading 0.41% - -
As % of the Processes & Methodologies category 0.53% - -
Number of salaries quoted 3 0 0
10th Percentile £46,000 - -
25th Percentile £55,000 - -
Median annual salary (50th Percentile) £70,000 - -
75th Percentile - - -
90th Percentile - - -
Berkshire median annual salary £70,000 £50,000 £75,000
% change year-on-year +40.00% -33.33% +3.45%

All Process & Methodology Skills
Reading

Data Transformation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills in Reading.

Permanent vacancies with a requirement for process or methodology skills 563 552 1,128
As % of all permanent jobs advertised in Reading 77.02% 92.46% 89.59%
Number of salaries quoted 349 217 785
10th Percentile £31,250 £35,000 £30,000
25th Percentile £40,000 £46,250 £38,000
Median annual salary (50th Percentile) £55,000 £62,500 £55,000
Median % change year-on-year -12.00% +13.64% -8.33%
75th Percentile £68,750 £83,750 £70,000
90th Percentile £85,750 £112,500 £83,750
Berkshire median annual salary £50,000 £63,500 £55,000
% change year-on-year -21.26% +15.45% -4.35%

Data Transformation
Job Vacancy Trend in Reading

Historical trend showing the proportion of permanent IT job postings citing Data Transformation relative to all permanent IT jobs advertised in Reading.

Data Transformation job vacancy trend in Reading

Data Transformation
Salary Trend in Reading

Salary distribution trend for jobs in Reading citing Data Transformation.

Salary distribution trend for jobs in Reading citing Data Transformation

Data Transformation
Salary Histogram in Reading

Salary distribution for jobs citing Data Transformation in Reading over the 6 months to 25 February 2026.

Salary histogram for Data Transformation in Reading

Data Transformation
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:

Cloud Services
1 2 (66.67%) GCP
Database & Business Intelligence
1 1 (33.33%) Power Query
1 1 (33.33%) Relational Database
General
1 2 (66.67%) Telecoms
Job Titles
1 2 (66.67%) OSS Project Manager
1 2 (66.67%) Project Manager
1 2 (66.67%) Senior
1 2 (66.67%) Senior Manager
1 2 (66.67%) Senior Project Manager
2 1 (33.33%) Analyst
2 1 (33.33%) Data Analyst
Processes & Methodologies
1 2 (66.67%) Data Engineering
2 1 (33.33%) CRM
2 1 (33.33%) Data Governance
2 1 (33.33%) Decision-Making
2 1 (33.33%) Information Security
2 1 (33.33%) Quality Management
2 1 (33.33%) Validation
Programming Languages
1 1 (33.33%) SQL
Quality Assurance & Compliance
1 1 (33.33%) Data Quality
1 1 (33.33%) GDPR
Vendors
1 2 (66.67%) Google