Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Transformation
South East > Berkshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 246 299 323
Rank change year-on-year +53 +24 +21
Permanent jobs citing Data Transformation 10 3 18
As % of all permanent IT jobs advertised in Berkshire 0.16% 0.035% 0.16%
As % of the Processes & Methodologies category 0.18% 0.040% 0.19%
Number of salaries quoted 9 3 17
Berkshire median annual salary £65,000 £42,500 £47,500
Median salary % change year-on-year +52.94% -10.53% +18.75%
10th Percentile £42,250 £37,750 £41,250
90th Percentile £71,000 £46,250 £52,250
South East median annual salary £50,000 £46,000 £43,000
% change year-on-year +8.70% +6.98% -4.44%

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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Permanent vacancies with a requirement for process or methodology skills 5441 7589 9617
As % of all permanent IT jobs advertised in Berkshire 86.39% 88.34% 86.98%
Number of salaries quoted 4243 5790 7502
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £28,500 £30,000 £28,750
90th Percentile £75,000 £75,000 £71,982
South East median annual salary £45,000 £45,000 £45,000

Data Transformation
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Transformation in Berkshire

Data Transformation
Salary Trend in Berkshire

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

Salary trend for Data Transformation in Berkshire

Data Transformation
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Transformation in Berkshire over the 6 months to 20 November 2017.

Salary histogram for Data Transformation in Berkshire

Data Transformation
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the Berkshire region over the 6 months to 20 November 2017. 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
Slough - 7 £65,000 -
Reading - 2 £38,750 - 1
Data Transformation
South East

For the 6 months to 20 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 Berkshire region with a requirement for Data Transformation.

1 8 (80.00%) Microsoft
1 8 (80.00%) Project Management
2 7 (70.00%) Analytics
3 6 (60.00%) Apache Pig
3 6 (60.00%) Pentaho
3 6 (60.00%) Hadoop
3 6 (60.00%) Visualisation
3 6 (60.00%) Tableau
3 6 (60.00%) JSON
3 6 (60.00%) QlikView
3 6 (60.00%) Birst
3 6 (60.00%) Shell Script
3 6 (60.00%) Mainframe
3 6 (60.00%) Microsoft PowerPoint
3 6 (60.00%) Informatica
3 6 (60.00%) MicroStrategy
3 6 (60.00%) MS Visio
3 6 (60.00%) Data Modelling
3 6 (60.00%) ETL
3 6 (60.00%) Business Intelligence
3 6 (60.00%) Star Schema
3 6 (60.00%) Java
3 6 (60.00%) Microsoft Office
3 6 (60.00%) Python
3 6 (60.00%) Microsoft Excel
3 6 (60.00%) Cognos
3 6 (60.00%) Data Warehouse
4 3 (30.00%) ERP
4 3 (30.00%) Agile Software Development
5 2 (20.00%) Document Management

Data Transformation
Co-occurring IT Skills in Berkshire 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 (60.00%) Apache Pig
2 1 (10.00%) FormScape
Applications
1 6 (60.00%) Microsoft Excel
1 6 (60.00%) Microsoft Office
1 6 (60.00%) Microsoft PowerPoint
1 6 (60.00%) MS Visio
2 1 (10.00%) Microsoft Project
Business Applications
1 2 (20.00%) Dynamics AX
1 2 (20.00%) Dynamics GP
1 2 (20.00%) Dynamics NAV
2 1 (10.00%) SAP HCM
2 1 (10.00%) SAP HR
2 1 (10.00%) SAP MDG
Cloud Services
1 1 (10.00%) SuccessFactors
Database & Business Intelligence
1 6 (60.00%) Data Warehouse
1 6 (60.00%) Hadoop
1 6 (60.00%) Pentaho
1 6 (60.00%) QlikView
1 6 (60.00%) Star Schema
2 1 (10.00%) SAP HANA
General
1 2 (20.00%) Back Office
1 2 (20.00%) Finance
Job Titles
1 2 (20.00%) Project Manager
2 1 (10.00%) Analyst
2 1 (10.00%) Business Intelligence Developer
2 1 (10.00%) Business Intelligence Lead
2 1 (10.00%) Data Analyst
2 1 (10.00%) Developer
2 1 (10.00%) HR Analyst
2 1 (10.00%) HR Data Analyst
2 1 (10.00%) Lead Developer
2 1 (10.00%) SAP Analyst
2 1 (10.00%) SAP Data Analyst
2 1 (10.00%) SAP HR Analyst
2 1 (10.00%) Transformation Manager
2 1 (10.00%) Transformation Project Manager
2 1 (10.00%) Workflow Project Manager
Libraries, Frameworks & Software Standards
1 6 (60.00%) JSON
Miscellaneous
1 6 (60.00%) Mainframe
2 1 (10.00%) Analytical Skills
2 1 (10.00%) Management Information System
2 1 (10.00%) Virtual Team
Processes & Methodologies
1 8 (80.00%) Project Management
2 7 (70.00%) Analytics
3 6 (60.00%) Business Intelligence
3 6 (60.00%) Data Modelling
3 6 (60.00%) ETL
3 6 (60.00%) Visualisation
4 3 (30.00%) Agile Software Development
4 3 (30.00%) ERP
5 2 (20.00%) Document Management
5 2 (20.00%) Migration
5 2 (20.00%) OCR
5 2 (20.00%) PRINCE2
5 2 (20.00%) Workflow
6 1 (10.00%) Data Analysis
6 1 (10.00%) Data Architecture
6 1 (10.00%) Data Management
6 1 (10.00%) Enterprise Architecture
6 1 (10.00%) Master Data Management
6 1 (10.00%) Scrum
6 1 (10.00%) Stakeholder Management
Programming Languages
1 6 (60.00%) Java
1 6 (60.00%) Python
1 6 (60.00%) Shell Script
Vendors
1 8 (80.00%) Microsoft
2 6 (60.00%) Birst
2 6 (60.00%) Cognos
2 6 (60.00%) Informatica
2 6 (60.00%) MicroStrategy
2 6 (60.00%) Tableau
3 2 (20.00%) JD Edwards
3 2 (20.00%) SAP