Period
to 17 June 2019

The following table provides summary statistics for permanent job vacancies advertised in the West Midlands 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 17 June 2019 with a comparison to the same period in the previous 2 years.

Data Transformation
England > West Midlands
6 months to
17 Jun 2019
Same period 2018 Same period 2017
Rank 254 260 298
Rank change year-on-year +6 +38 +47
Permanent jobs citing Data Transformation 22 49 19
As % of all permanent IT jobs advertised in the West Midlands 0.28% 0.52% 0.19%
As % of the Processes & Methodologies category 0.31% 0.57% 0.21%
Number of salaries quoted 15 36 18
West Midlands median annual salary £50,000 £48,750 £41,250
Median salary % change year-on-year +2.56% +18.18% +52.78%
10th Percentile £39,840 £30,500 £31,025
90th Percentile £75,600 £62,500 £43,750
England median annual salary £55,000 £52,500 £55,000
% change year-on-year +4.76% -4.55% +15.79%

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 the West Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
West Midlands
Permanent vacancies with a requirement for process or methodology skills 7,121 8,555 8,985
As % of all permanent IT jobs advertised in the West Midlands 91.90% 91.01% 91.83%
Number of salaries quoted 5,468 6,570 7,367
West Midlands median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -2.44%
10th Percentile £26,250 £26,000 £25,750
90th Percentile £68,750 £66,250 £61,250
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +4.17%

Data Transformation
Job Vacancy Trend in the West Midlands

Job postings citing Data Transformation as a percentage of all IT jobs advertised in the West Midlands.

Job vacancy trend for Data Transformation in the West Midlands

Data Transformation
Salary Trend in the West Midlands

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Transformation in the West Midlands.

Salary trend for Data Transformation in the West Midlands

Data Transformation
Salary Histogram in the West Midlands

The salary distribution of IT jobs citing Data Transformation in the West Midlands over the 6 months to 17 June 2019.

Salary histogram for Data Transformation in the West Midlands

Data Transformation
Job Locations in the West Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the West Midlands region over the 6 months to 17 June 2019. 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
Birmingham +20 21 £50,000 -16.67%
Coventry - 1 £40,000 - 1
Data Transformation
England

For the 6 months to 17 June 2019, 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 West Midlands region with a requirement for Data Transformation.

1 17 (77.27%) SQL Server
1 17 (77.27%) SQL Server Integration Services
2 16 (72.73%) Power Platform
3 12 (54.55%) DTS
3 12 (54.55%) SOA
3 12 (54.55%) Visual Studio
3 12 (54.55%) SOAP
3 12 (54.55%) Web Services
3 12 (54.55%) XML
3 12 (54.55%) XSLT
3 12 (54.55%) T-SQL
3 12 (54.55%) VB.NET
3 12 (54.55%) .NET
3 12 (54.55%) C#
3 12 (54.55%) JSON
3 12 (54.55%) SQL Server 2008
3 12 (54.55%) Team Foundation Server
3 12 (54.55%) REST
3 12 (54.55%) ServiceNow
4 11 (50.00%) SharePoint
5 9 (40.91%) Visualisation
5 9 (40.91%) Microsoft Azure
5 9 (40.91%) Data Visualisation
5 9 (40.91%) Analytics
5 9 (40.91%) Power BI
6 8 (36.36%) Time Management
7 7 (31.82%) Data Protection
7 7 (31.82%) LINQ
7 7 (31.82%) Service Management
7 7 (31.82%) Oracle

Data Transformation
Co-occurring IT Skills in the West Midlands 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:

Application Platforms
1 11 (50.00%) SharePoint
2 7 (31.82%) BizTalk Server
2 7 (31.82%) Oracle SOA Suite
Cloud Services
1 16 (72.73%) Power Platform
2 9 (40.91%) Microsoft Azure
3 7 (31.82%) PowerApps
4 4 (18.18%) Office 365
5 2 (9.09%) Azure Data Factory
5 2 (9.09%) Azure Stack
5 2 (9.09%) PaaS
Database & Business Intelligence
1 17 (77.27%) SQL Server
1 17 (77.27%) SQL Server Integration Services
2 12 (54.55%) DTS
2 12 (54.55%) SQL Server 2008
3 9 (40.91%) Power BI
4 4 (18.18%) Hadoop
5 3 (13.64%) QlikView
5 3 (13.64%) SQL Server Analysis Services
5 3 (13.64%) SQL Server Reporting Services
6 2 (9.09%) Azure SQL Data Warehouse
6 2 (9.09%) Azure SQL Database
6 2 (9.09%) Data Warehouse
6 2 (9.09%) OLTP
Development Applications
1 12 (54.55%) Team Foundation Server
1 12 (54.55%) Visual Studio
2 4 (18.18%) JIRA
General
1 4 (18.18%) Retail
2 3 (13.64%) Finance
2 3 (13.64%) General Ledger
3 1 (4.55%) Back Office
Job Titles
1 13 (59.09%) Developer
2 12 (54.55%) ServiceNow Developer
3 7 (31.82%) Integration Developer
4 4 (18.18%) Business Intelligence Specialist
4 4 (18.18%) Infrastructure Specialist
4 4 (18.18%) Technical Specialist
5 2 (9.09%) Analyst
5 2 (9.09%) Architect
5 2 (9.09%) Solutions Architect
6 1 (4.55%) Analyst Developer
6 1 (4.55%) Business Analyst
6 1 (4.55%) Business Intelligence Architect
6 1 (4.55%) Business Manager
6 1 (4.55%) Business Project Manager
6 1 (4.55%) Data Analyst
6 1 (4.55%) Delivery Manager
6 1 (4.55%) Project Analyst
6 1 (4.55%) Project Manager
6 1 (4.55%) SQL Developer
6 1 (4.55%) Support Manager
Libraries, Frameworks & Software Standards
1 12 (54.55%) .NET
1 12 (54.55%) JSON
1 12 (54.55%) REST
1 12 (54.55%) SOAP
1 12 (54.55%) Web Services
1 12 (54.55%) XML
1 12 (54.55%) XSLT
2 7 (31.82%) LINQ
Miscellaneous
1 5 (22.73%) Analytical Skills
2 3 (13.64%) Self-Motivation
3 2 (9.09%) Greenfield Project
Processes & Methodologies
1 12 (54.55%) SOA
2 9 (40.91%) Analytics
2 9 (40.91%) Data Visualisation
2 9 (40.91%) Visualisation
3 8 (36.36%) Time Management
4 7 (31.82%) Commercial Awareness
4 7 (31.82%) Data Protection
4 7 (31.82%) ITIL
4 7 (31.82%) Service Management
5 6 (27.27%) Agile Software Development
5 6 (27.27%) Business Intelligence
6 4 (18.18%) Data Analytics
6 4 (18.18%) Data Security
7 3 (13.64%) Accounts Payable
7 3 (13.64%) Accounts Receivable
7 3 (13.64%) Business Process Analysis
7 3 (13.64%) Customer Segmentation
7 3 (13.64%) ETL
7 3 (13.64%) Order to Cash
7 3 (13.64%) Problem-Solving
Programming Languages
1 12 (54.55%) C#
1 12 (54.55%) T-SQL
1 12 (54.55%) VB.NET
2 5 (22.73%) SQL
3 2 (9.09%) Python
3 2 (9.09%) R
Qualifications
1 2 (9.09%) SC Cleared
1 2 (9.09%) Security Cleared
Quality Assurance & Compliance
1 7 (31.82%) GDPR
2 3 (13.64%) Data Quality
3 1 (4.55%) PMO
Vendors
1 12 (54.55%) ServiceNow
2 7 (31.82%) Oracle
3 6 (27.27%) Tableau
4 2 (9.09%) Microsoft