Period
to 28 October 2020

The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Transformation over the 6 months to 28 October 2020 with a comparison to the same period in the previous 2 years.

Data Transformation
England > Yorkshire
6 months to
28 Oct 2020
Same period 2019 Same period 2018
Rank 153 272 254
Rank change year-on-year +119 -18 +49
Permanent jobs citing Data Transformation 7 16 22
As % of all permanent jobs advertised in Yorkshire 0.25% 0.23% 0.26%
As % of the Processes & Methodologies category 0.27% 0.25% 0.28%
Number of salaries quoted 8 13 10
Median annual salary £78,750 £50,000 £47,000
Median salary % change year-on-year +57.50% +6.38% +34.29%
10th Percentile £44,250 £43,350 £42,150
90th Percentile £90,000 £62,933 £57,500
England median annual salary £62,500 £55,000 £57,500
% change year-on-year +13.64% -4.35% +13.86%

Data Transformation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 2,640 6,373 7,781
As % of all permanent IT jobs advertised in Yorkshire 93.22% 91.61% 92.41%
Number of salaries quoted 2,290 5,155 6,350
Median annual salary £47,500 £45,000 £43,000
Median salary % change year-on-year +5.56% +4.65% +1.18%
10th Percentile £31,250 £26,250 £26,250
90th Percentile £66,250 £65,000 £62,500
England median annual salary £55,500 £52,500 £52,500
% change year-on-year +5.71% - +5.00%

Data Transformation
Job Vacancy Trend in Yorkshire

Job postings citing Data Transformation as a proportion of all IT jobs advertised in Yorkshire.

Job vacancy trend for Data Transformation in Yorkshire

Data Transformation
Salary Trend in Yorkshire

3-month moving average salary quoted in jobs citing Data Transformation in Yorkshire.

Salary trend for Data Transformation in Yorkshire

Data Transformation
Salary Histogram in Yorkshire

Salary distribution for jobs citing Data Transformation in Yorkshire over the 6 months to 28 October 2020.

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 28 October 2020. 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
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +87 5 £85,000 +78.76% 1
North Yorkshire +70 1 £45,000 -21.74%
South Yorkshire - 1 £45,000 -
Data Transformation
England

For the 6 months to 28 October 2020, IT jobs citing Data Transformation also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Yorkshire region with a requirement for Data Transformation.

1 5 (71.43%) Analytics
2 4 (57.14%) Power BI
2 4 (57.14%) Power Platform
2 4 (57.14%) SQL
2 4 (57.14%) Azure
3 3 (42.86%) Data Warehouse
3 3 (42.86%) Business Intelligence
3 3 (42.86%) Data Engineering
3 3 (42.86%) Data Lake
3 3 (42.86%) Databricks
3 3 (42.86%) Data Strategy
4 2 (28.57%) Azure Data Factory
4 2 (28.57%) Azure SQL Data Warehouse
4 2 (28.57%) Business Agility
4 2 (28.57%) VirtaMove
4 2 (28.57%) Azure Stack
4 2 (28.57%) Presales
4 2 (28.57%) ETL
4 2 (28.57%) Windows Server
4 2 (28.57%) Virtual Machines
4 2 (28.57%) Data Analytics
4 2 (28.57%) IaaS
4 2 (28.57%) Data Centre
4 2 (28.57%) SCVMM
4 2 (28.57%) Hyper-V
4 2 (28.57%) Visualisation
4 2 (28.57%) Windows
4 2 (28.57%) Microsoft
4 2 (28.57%) Active Directory
4 2 (28.57%) Migration

Data Transformation
Co-occurring IT Skills in Yorkshire by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Cloud Services
1 4 (57.14%) Azure
1 4 (57.14%) Power Platform
2 2 (28.57%) AWS
2 2 (28.57%) Azure Data Factory
2 2 (28.57%) Azure Stack
2 2 (28.57%) IaaS
2 2 (28.57%) PaaS
3 1 (14.29%) Cloud Computing
Database & Business Intelligence
1 4 (57.14%) Power BI
2 3 (42.86%) Data Lake
2 3 (42.86%) Data Warehouse
3 2 (28.57%) Azure SQL Data Warehouse
3 2 (28.57%) Azure SQL Database
3 2 (28.57%) Tableau
4 1 (14.29%) Amazon Redshift
4 1 (14.29%) Big Data
4 1 (14.29%) Microsoft Analysis Services
4 1 (14.29%) OLAP
4 1 (14.29%) OLTP
4 1 (14.29%) PostgreSQL
4 1 (14.29%) SQL Server Analysis Services
4 1 (14.29%) SQL Server Integration Services
Job Titles
1 2 (28.57%) Architect
1 2 (28.57%) Azure Architect
1 2 (28.57%) Data Architect
1 2 (28.57%) Data Engineer
2 1 (14.29%) Analyst
2 1 (14.29%) Data Analyst
Miscellaneous
1 2 (28.57%) Clustering
1 2 (28.57%) Data Centre
2 1 (14.29%) Data Structures
Operating Systems
1 2 (28.57%) Windows
1 2 (28.57%) Windows Server
Processes & Methodologies
1 5 (71.43%) Analytics
2 3 (42.86%) Business Intelligence
2 3 (42.86%) Data Engineering
2 3 (42.86%) Data Strategy
3 2 (28.57%) Artificial Intelligence
3 2 (28.57%) Business Agility
3 2 (28.57%) Data Analytics
3 2 (28.57%) Data Governance
3 2 (28.57%) ETL
3 2 (28.57%) Migration
3 2 (28.57%) Presales
3 2 (28.57%) Stakeholder Management
3 2 (28.57%) Visualisation
4 1 (14.29%) Data Management
4 1 (14.29%) Data Modelling
4 1 (14.29%) ETL Development
4 1 (14.29%) Master Data Management
4 1 (14.29%) Project Delivery
4 1 (14.29%) Requirements Gathering
4 1 (14.29%) Workload Management
Programming Languages
1 4 (57.14%) SQL
2 1 (14.29%) Python
Quality Assurance & Compliance
1 1 (14.29%) Data Quality
System Software
1 2 (28.57%) Active Directory
1 2 (28.57%) Hyper-V
1 2 (28.57%) Virtual Machines
Systems Management
1 2 (28.57%) SCVMM
Vendors
1 3 (42.86%) Databricks
2 2 (28.57%) Microsoft
2 2 (28.57%) PlateSpin
2 2 (28.57%) VirtaMove