Data Transformation Job Trends in Yorkshire

Data Transformation
England > Yorkshire

The table below provides summary statistics and salary benchmarking for jobs advertised in Yorkshire citing Data Transformation skills. It covers permanent job vacancies from the 6 months leading up to 27 October 2026, with comparisons to the same periods in the previous two years.

	6 months to 27 Oct 2026	Same period 2025	Same period 2024
Rank	150	156	157
Rank change year-on-year	+6	+1	+9
Permanent jobs citing Data Transformation	44	6	15
As % of all permanent jobs in Yorkshire	0.58%	0.18%	0.35%
As % of the Processes & Methodologies category	0.86%	0.20%	0.44%
Number of salaries quoted	37	6	6
10^th Percentile	-	£43,750	-
25^th Percentile	£35,000	£48,438	£44,738
Median annual salary (50^th Percentile)	£45,000	£60,000	£49,274
Median % change year-on-year	-25.00%	+21.77%	-14.31%
75^th Percentile	£73,140	£75,938	£53,811
90^th Percentile	£95,000	£83,125	-
England median annual salary	£70,000	£70,000	£70,000

All Process & Methodology Skills
Yorkshire

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 citing process or methodology skills in Yorkshire.

	6 months to 27 Oct 2026	Same period 2025	Same period 2024
Permanent vacancies citing process or methodology skills	5,120	2,969	3,429
As % of all permanent jobs advertised in Yorkshire	68.00%	87.27%	80.21%
Number of salaries quoted	3,782	1,442	1,464
10^th Percentile	£30,000	£26,250	£30,075
25^th Percentile	£40,000	£31,000	£41,250
Median annual salary (50^th Percentile)	£52,786	£47,500	£52,500
Median % change year-on-year	+11.13%	-9.52%	-
75^th Percentile	£70,000	£67,500	£68,938
90^th Percentile	£85,000	£80,000	£80,000
England median annual salary	£60,000	£55,000	£60,000
% change year-on-year	+9.09%	-8.33%	-

Data Transformation Job Vacancy Trend in Yorkshire

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

Data Transformation Salary Trend in Yorkshire

Salary distribution trend for jobs in Yorkshire citing Data Transformation.

Data Transformation Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Transformation in Yorkshire over the 6 months to 27 October 2026.

Salary histogram for Data Transformation in Yorkshire

Data Transformation Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the Yorkshire region over the 6 months to 27 October 2026. 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	Job Ads Past 6 Months	Median Salary Past 6 Months	Median Salary % Change on Same Period Last Year	Live Jobs
West Yorkshire	-2	24	£43,500	-27.50%	3
South Yorkshire	-19	15	£45,000	-32.08%	2
North Yorkshire	+15	2	£80,000	+88.24%
Data Transformation England

Data Transformation Top 30 Co-Occurring Skills & Capabilities in Yorkshire

For the 6 months to 27 October 2026, job vacancies citing Data Transformation also mentioned the following skills and capabilities in order of popularity. The figures indicate the absolute number of co-occurrences and as a proportion of all permanent job ads across the Yorkshire region citing Data Transformation.

Rank	Skill	Share	Job Ads
1	SQL	68.2%	30
2	Data Quality	43.2%	19
2	ETL	43.2%	19
4	Data Pipeline	40.9%	18
5	Data Engineering	36.4%	16
6	Analytics	34.1%	15
6	Decision-Making	34.1%	15
6	Mentoring	34.1%	15
9	Data Modelling	31.8%	14
10	Azure	29.5%	13
11	Python	27.3%	12
11	Stakeholder Management	27.3%	12
11	Technical Leadership	27.3%	12
14	Agile	25.0%	11
15	Business Intelligence	22.7%	10
15	Data Governance	22.7%	10
15	Data Warehouse	22.7%	10
15	Databricks	22.7%	10
19	AWS	18.2%	8
19	CI/CD	18.2%	8
19	Microsoft	18.2%	8
19	Power BI	18.2%	8
19	Power Platform	18.2%	8
19	Problem-Solving	18.2%	8
25	Azure Data Factory	15.9%	7
25	GCP	15.9%	7
25	Line Management	15.9%	7
25	Software Engineering	15.9%	7
29	Continuous Improvement	13.6%	6
29	Java	13.6%	6

Data Transformation Co-Occurring Skills & Capabilities in Yorkshire by Category

The table below expands on the one above by listing co-occurrences one category at a time. It covers the same employment type, locality and period, with up to 20 co-occurrences in each category.

Processes & Methodologies

Rank	Skill	Share	Job Ads
1	ETL	43.2%	19
2	Data Pipeline	40.9%	18
3	Data Engineering	36.4%	16
4	Analytics	34.1%	15
4	Decision-Making	34.1%	15
4	Mentoring	34.1%	15
7	Data Modelling	31.8%	14
8	Stakeholder Management	27.3%	12
8	Technical Leadership	27.3%	12
10	Agile	25.0%	11
11	Business Intelligence	22.7%	10
11	Data Governance	22.7%	10
13	CI/CD	18.2%	8
13	Problem-Solving	18.2%	8
15	Line Management	15.9%	7
15	Software Engineering	15.9%	7
17	Continuous Improvement	13.6%	6
17	Lakehouse	13.6%	6
19	AI	11.4%	5
19	Collaborative Engineering	11.4%	5