Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Birmingham 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Transformation
West Midlands > Birmingham
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 178 - 188
Rank change year-on-year - +188 +17
Permanent jobs citing Data Transformation 13 0 3
As % of all permanent IT jobs advertised in Birmingham 0.33% - 0.076%
As % of the Processes & Methodologies category 0.37% - 0.088%
Number of salaries quoted 7 0 2
Birmingham median annual salary £63,500 - £35,250
10th Percentile £41,250 - £33,325
90th Percentile £68,650 - £38,175
West Midlands median annual salary £34,000 £42,500 £30,000
% change year-on-year -20.00% +41.67% -20.00%

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 Birmingham with a requirement for process or methodology skills.

All Process and Methodology Skills
Birmingham
Permanent vacancies with a requirement for process or methodology skills 3504 4202 3421
As % of all permanent IT jobs advertised in Birmingham 90.17% 89.01% 87.00%
Number of salaries quoted 2749 3074 2860
Birmingham median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -5.56%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £67,500 £67,625 £68,750
West Midlands median annual salary £40,000 £40,000 £40,000

Data Transformation
Job Vacancy Trend in Birmingham

Job postings citing Data Transformation as a percentage of all IT jobs advertised in Birmingham.

Job vacancy trend for Data Transformation in Birmingham

Data Transformation
Salary Trend in Birmingham

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

Salary trend for Data Transformation in Birmingham

Data Transformation
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Data Transformation in Birmingham over the 6 months to 21 November 2017.

Salary histogram for Data Transformation in Birmingham

For the 6 months to 21 November 2017, IT jobs citing Data Transformation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Birmingham region with a requirement for Data Transformation.

1 10 (76.92%) .NET
1 10 (76.92%) Web Services
2 8 (61.54%) ITIL
3 7 (53.85%) XML
3 7 (53.85%) Microsoft Azure
3 7 (53.85%) REST
4 6 (46.15%) Oracle SOA Suite
4 6 (46.15%) ServiceNow
4 6 (46.15%) XSLT
4 6 (46.15%) T-SQL
4 6 (46.15%) VB.NET
4 6 (46.15%) SharePoint
4 6 (46.15%) DTS
4 6 (46.15%) Oracle
4 6 (46.15%) SQL Server
4 6 (46.15%) Visual Studio
4 6 (46.15%) SOAP
4 6 (46.15%) C#
4 6 (46.15%) BizTalk Server
4 6 (46.15%) SOA
4 6 (46.15%) Service Management
4 6 (46.15%) SQL Server Integration Services
4 6 (46.15%) JSON
4 6 (46.15%) LINQ
4 6 (46.15%) Time Management
4 6 (46.15%) SQL Server 2008
4 6 (46.15%) Team Foundation Server
5 4 (30.77%) Agile Software Development
5 4 (30.77%) Data Management
5 4 (30.77%) ETL

Data Transformation
Co-occurring IT Skills in Birmingham 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 6 (46.15%) BizTalk Server
1 6 (46.15%) Oracle SOA Suite
1 6 (46.15%) SharePoint
2 3 (23.08%) SAS
Cloud Services
1 7 (53.85%) Microsoft Azure
2 4 (30.77%) Amazon AWS
3 1 (7.69%) SaaS
Database & Business Intelligence
1 6 (46.15%) DTS
1 6 (46.15%) SQL Server
1 6 (46.15%) SQL Server 2008
1 6 (46.15%) SQL Server Integration Services
2 3 (23.08%) QlikView
3 1 (7.69%) Relational Database
Development Applications
1 6 (46.15%) Team Foundation Server
1 6 (46.15%) Visual Studio
Job Titles
1 9 (69.23%) Developer
2 6 (46.15%) Integration Developer
2 6 (46.15%) ServiceNow Developer
3 4 (30.77%) Architect
3 4 (30.77%) Solutions Architect
4 3 (23.08%) QlikView Developer
Libraries, Frameworks & Software Standards
1 10 (76.92%) .NET
1 10 (76.92%) Web Services
2 7 (53.85%) REST
2 7 (53.85%) XML
3 6 (46.15%) JSON
3 6 (46.15%) LINQ
3 6 (46.15%) SOAP
3 6 (46.15%) XSLT
Operating Systems
1 4 (30.77%) Unix
2 1 (7.69%) Windows
Processes & Methodologies
1 8 (61.54%) ITIL
2 6 (46.15%) Service Management
2 6 (46.15%) SOA
2 6 (46.15%) Time Management
3 4 (30.77%) Agile Software Development
3 4 (30.77%) Data Management
3 4 (30.77%) ETL
4 3 (23.08%) Business Intelligence
4 3 (23.08%) Data Modelling
4 3 (23.08%) Project Management
5 2 (15.38%) Change Control
5 2 (15.38%) Continuous Improvement
5 2 (15.38%) SDLC
6 1 (7.69%) Continuous Integration
6 1 (7.69%) Mentoring
6 1 (7.69%) Presales
Programming Languages
1 6 (46.15%) C#
1 6 (46.15%) T-SQL
1 6 (46.15%) VB.NET
2 4 (30.77%) Java
2 4 (30.77%) JavaScript
3 3 (23.08%) SQL
Qualifications
1 2 (15.38%) ITIL Certification
Systems Management
1 1 (7.69%) Opscode Chef
1 1 (7.69%) Puppet
1 1 (7.69%) Terraform
Vendors
1 6 (46.15%) Oracle
1 6 (46.15%) ServiceNow
2 3 (23.08%) Microsoft