Period
to 13 December 2018

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 13 December 2018 with a comparison to the same period in the previous 2 years.

Data Transformation
England > West Midlands
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 291 284 324
Rank change year-on-year -7 +40 -37
Permanent jobs citing Data Transformation 5 31 4
As % of all permanent IT jobs advertised in the West Midlands 0.061% 0.31% 0.036%
As % of the Processes & Methodologies category 0.067% 0.34% 0.039%
Number of salaries quoted 5 19 3
West Midlands median annual salary £38,132 £34,000 £42,500
Median salary % change year-on-year +12.15% -20.00% +53.15%
10th Percentile £35,677 £31,100 £41,250
90th Percentile £54,250 £67,750 £43,750
England median annual salary £57,500 £50,000 £48,000
% change year-on-year +15.00% +4.17% -4.00%

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 7,460 9,196 10,139
As % of all permanent IT jobs advertised in the West Midlands 91.01% 91.32% 91.36%
Number of salaries quoted 5,650 7,431 7,949
West Midlands median annual salary £45,000 £40,000 £41,333
Median salary % change year-on-year +12.50% -3.23% +3.33%
10th Percentile £26,250 £25,000 £25,000
90th Percentile £70,000 £65,000 £63,750
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

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 13 December 2018.

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 13 December 2018. 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 +6 3 £38,132 -39.95%
Worcestershire -3 1 £36,500 -8.75% 1
Wednesbury - 1 £45,000 -
Data Transformation
England

For the 6 months to 13 December 2018, 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 3 (60.00%) SQL
1 3 (60.00%) SQL Server
1 3 (60.00%) ETL
1 3 (60.00%) Agile Software Development
1 3 (60.00%) SQL Server Reporting Services
1 3 (60.00%) SQL Server Integration Services
1 3 (60.00%) Visualisation
1 3 (60.00%) Analytics
2 2 (40.00%) Actionable Insight
2 2 (40.00%) GDPR
2 2 (40.00%) Decision-Making
2 2 (40.00%) Information Governance
2 2 (40.00%) SQL Server Management Studio (SSMS)
2 2 (40.00%) Analytical Skills
2 2 (40.00%) Microsoft Azure
2 2 (40.00%) DNN
2 2 (40.00%) User Acceptance Testing
2 2 (40.00%) Test Scripting
2 2 (40.00%) Tableau
2 2 (40.00%) Change Control
2 2 (40.00%) Data Quality
2 2 (40.00%) Health Informatics
2 2 (40.00%) Degree
2 2 (40.00%) Informatics
2 2 (40.00%) SQL Server Analysis Services
2 2 (40.00%) Time Management
2 2 (40.00%) Data Cleansing
2 2 (40.00%) Management Information System
2 2 (40.00%) Risk Management
2 2 (40.00%) Validation

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 2 (40.00%) Apache
1 2 (40.00%) DNN
1 2 (40.00%) SharePoint
2 1 (20.00%) Apache Spark
Applications
1 2 (40.00%) Microsoft Excel
Business Applications
1 1 (20.00%) Magento
Cloud Services
1 2 (40.00%) Microsoft Azure
Communications & Networking
1 2 (40.00%) FTP
Database & Business Intelligence
1 3 (60.00%) SQL Server
1 3 (60.00%) SQL Server Integration Services
1 3 (60.00%) SQL Server Reporting Services
2 2 (40.00%) Data Warehouse
2 2 (40.00%) MySQL
2 2 (40.00%) SQL Server Analysis Services
3 1 (20.00%) Big Data
3 1 (20.00%) Hadoop
3 1 (20.00%) QlikView
3 1 (20.00%) SQL Server 2008
3 1 (20.00%) SQL Server 2014
Development Applications
1 2 (40.00%) SQL Server Management Studio (SSMS)
1 2 (40.00%) Visual Studio
2 1 (20.00%) Git (software)
2 1 (20.00%) Jenkins
Job Titles
1 3 (60.00%) Developer
2 2 (40.00%) Business Developer
2 2 (40.00%) Business Intelligence Developer
3 1 (20.00%) Administrator
3 1 (20.00%) Data Engineer
3 1 (20.00%) Hadoop Engineer
3 1 (20.00%) LAMP Developer
3 1 (20.00%) Linux Administrator
3 1 (20.00%) Linux Systems Administrator
3 1 (20.00%) Software Developer
3 1 (20.00%) Systems Administrator
Libraries, Frameworks & Software Standards
1 1 (20.00%) .NET
1 1 (20.00%) ASP.NET
1 1 (20.00%) Kafka
1 1 (20.00%) LAMP
1 1 (20.00%) Web Services
1 1 (20.00%) XML
Miscellaneous
1 2 (40.00%) Analytical Skills
1 2 (40.00%) Management Information System
1 2 (40.00%) NHS
Operating Systems
1 2 (40.00%) Linux
2 1 (20.00%) CentOS
2 1 (20.00%) Red Hat Enterprise Linux
2 1 (20.00%) Solaris
Processes & Methodologies
1 3 (60.00%) Agile Software Development
1 3 (60.00%) Analytics
1 3 (60.00%) ETL
1 3 (60.00%) Visualisation
2 2 (40.00%) Actionable Insight
2 2 (40.00%) Business Intelligence
2 2 (40.00%) Change Control
2 2 (40.00%) Data Cleansing
2 2 (40.00%) Data Modelling
2 2 (40.00%) Decision-Making
2 2 (40.00%) Health Informatics
2 2 (40.00%) Informatics
2 2 (40.00%) Information Governance
2 2 (40.00%) Project Management
2 2 (40.00%) Risk Management
2 2 (40.00%) Test Scripting
2 2 (40.00%) Time Management
2 2 (40.00%) User Acceptance Testing
2 2 (40.00%) Validation
3 1 (20.00%) Continuous Integration
Programming Languages
1 3 (60.00%) SQL
2 2 (40.00%) Java
2 2 (40.00%) Python
2 2 (40.00%) T-SQL
2 2 (40.00%) VB
3 1 (20.00%) C#
3 1 (20.00%) PHP
3 1 (20.00%) R
3 1 (20.00%) VB.NET
Qualifications
1 2 (40.00%) Degree
Quality Assurance & Compliance
1 2 (40.00%) Data Quality
1 2 (40.00%) GDPR
System Software
1 1 (20.00%) VMware Infrastructure
Vendors
1 2 (40.00%) Microsoft
1 2 (40.00%) Tableau
2 1 (20.00%) arcserve
2 1 (20.00%) Cloudera
2 1 (20.00%) Red Hat
2 1 (20.00%) Talend
2 1 (20.00%) VMware