The following table provides summary statistics for permanent job vacancies advertised in Berkshire with a requirement for Data Quality skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Quality over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Quality
South East / Berkshire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 169 150 202
Rank change year-on-year -19 +52  
Permanent jobs citing Data Quality 14 63 22
As % of all permanent IT jobs advertised in Berkshire 0.43% 1.41% 0.43%
As % of the Quality Assurance & Compliance category 4.26% 9.20% 2.81%
Number of salaries quoted 13 39 15
Median salary £55,000 £55,000 £45,000
Median salary % change year-on-year - +22.22%  
90% offered a salary of more than £44,000 £37,500 £36,600
10% offered a salary of more than £60,000 £77,500 £77,500
UK excluding London median salary £42,500 £45,000 £42,500
% change year-on-year -5.55% +5.88%  

Data Quality is in the quality assurance and compliance skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Berkshire with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
Berkshire
Permanent job vacancies with a requirement for quality assurance and compliance skills 329 685 783
As % of all permanent IT job vacancies advertised in Berkshire 10.06% 15.38% 15.20%
Number of salaries quoted 242 538 554
Median salary £50,000 £53,000 £50,000
Median salary % change year-on-year -5.66% +6.00%  
90% offered a salary of more than £33,615 £35,000 £25,400
10% offered a salary of more than £75,000 £70,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year - +5.88%  

Data Quality
Job Vacancy Trend in Berkshire

The job posting trend of jobs advertised in Berkshire citing Data Quality as a proportion of all permanent or contract IT jobs with a match in the Quality Assurance & Compliance category.

Job vacancy trend for Data Quality in Berkshire

Data Quality
Salary Trend in Berkshire

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

Salary trend for Data Quality in Berkshire

Data Quality
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Quality in Berkshire over the 3 months to 25 June 2017.

Salary histogram for Data Quality in Berkshire

Data Quality
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 Quality within the Berkshire region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Wokingham - 6 £55,000 -
Reading -10 2 £44,000 -20.00%
Hungerford - 2 £60,000 -
Bracknell +26 1 - -
Maidenhead +1 1 £50,000 -35.48%
Data Quality
South East

For the 6 months to 25 June 2017, IT jobs citing Data Quality 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 Quality.

1 26 (54.17%) SQL
2 24 (50.00%) Analytics
3 23 (47.92%) Data Warehouse
4 19 (39.58%) ETL
4 19 (39.58%) Data Management
4 19 (39.58%) Analytical Skills
5 18 (37.50%) Data Modelling
5 18 (37.50%) T-SQL
6 16 (33.33%) Degree
7 15 (31.25%) Oracle
8 14 (29.17%) SQL Server
9 13 (27.08%) SAP
9 13 (27.08%) Finance
10 11 (22.92%) Stakeholder Management
10 11 (22.92%) Retail
11 10 (20.83%) Data Mining
11 10 (20.83%) Business Intelligence
11 10 (20.83%) BusinessObjects
11 10 (20.83%) Data Analytics
11 10 (20.83%) Visualisation
11 10 (20.83%) Data Visualisation
12 9 (18.75%) Data Governance
12 9 (18.75%) Computer Science Degree
12 9 (18.75%) Microsoft Excel
12 9 (18.75%) Unix
12 9 (18.75%) QA
13 8 (16.67%) SAP CO
13 8 (16.67%) SAP FI/CO
13 8 (16.67%) Python
13 8 (16.67%) SAP BW

Data Quality
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 3 (6.25%) Apache Spark
Applications
1 9 (18.75%) Microsoft Excel
2 3 (6.25%) Microsoft Office
2 3 (6.25%) Spreadsheet
Business Applications
1 8 (16.67%) SAP CO
1 8 (16.67%) SAP FI
1 8 (16.67%) SAP FI/CO
1 8 (16.67%) SAP FSCM
1 8 (16.67%) SAP MM
1 8 (16.67%) SAP PS
1 8 (16.67%) SAP SD
2 2 (4.17%) SAP PM
Communications & Networking
1 4 (8.33%) MVNO
Database & Business Intelligence
1 23 (47.92%) Data Warehouse
2 14 (29.17%) SQL Server
3 10 (20.83%) BusinessObjects
3 10 (20.83%) Data Mining
4 8 (16.67%) SAP BW
5 6 (12.50%) Big Data
5 6 (12.50%) Enterprise Data Warehouse
5 6 (12.50%) OLTP
5 6 (12.50%) Qlik Sense
6 5 (10.42%) Hadoop
7 4 (8.33%) Relational Database
7 4 (8.33%) SAP Data Services
7 4 (8.33%) SQL Server 2008
8 3 (6.25%) DB2
8 3 (6.25%) QlikView
8 3 (6.25%) SQL Server Analysis Services
8 3 (6.25%) Star Schema
9 2 (4.17%) Crystal Reports
9 2 (4.17%) OLAP
9 2 (4.17%) Oracle Reports
Development Applications
1 3 (6.25%) JUnit
General
1 13 (27.08%) Finance
2 11 (22.92%) Retail
3 6 (12.50%) Marketing
4 5 (10.42%) Telecoms
Job Titles
1 15 (31.25%) Analyst
2 7 (14.58%) Data Analyst
3 6 (12.50%) Designer
3 6 (12.50%) ETL Analyst
3 6 (12.50%) Informatica Designer
3 6 (12.50%) SAP Analyst
3 6 (12.50%) SAP Data Analyst
3 6 (12.50%) Senior Designer
4 5 (10.42%) Developer
4 5 (10.42%) Senior Analyst
4 5 (10.42%) SQL Analyst
4 5 (10.42%) SQL Data Analyst
4 5 (10.42%) SQL Server Analyst
5 4 (8.33%) Data Engineer
5 4 (8.33%) Insight Analyst
5 4 (8.33%) SAP Engineer
5 4 (8.33%) Senior Developer
6 3 (6.25%) Data Manager
6 3 (6.25%) QA Test Analyst
6 3 (6.25%) Senior Insight Analyst
Libraries, Frameworks & Software Standards
1 2 (4.17%) XML
Miscellaneous
1 19 (39.58%) Analytical Skills
2 6 (12.50%) User Experience
3 4 (8.33%) Computer Science
3 4 (8.33%) Linux Command Line
4 3 (6.25%) Management Information System
4 3 (6.25%) PMI
5 2 (4.17%) Data Structures
5 2 (4.17%) Driving Licence
5 2 (4.17%) NHS
6 1 (2.08%) Virtual Team
Operating Systems
1 9 (18.75%) Unix
2 1 (2.08%) Linux
Processes & Methodologies
1 24 (50.00%) Analytics
2 19 (39.58%) Data Management
2 19 (39.58%) ETL
3 18 (37.50%) Data Modelling
4 11 (22.92%) Stakeholder Management
5 10 (20.83%) Business Intelligence
5 10 (20.83%) Data Analytics
5 10 (20.83%) Data Visualisation
5 10 (20.83%) Visualisation
6 9 (18.75%) Data Governance
7 6 (12.50%) Change Control
7 6 (12.50%) Disaster Recovery
8 5 (10.42%) SDLC
9 4 (8.33%) Agile Software Development
9 4 (8.33%) Business Continuity
9 4 (8.33%) IT Strategy
9 4 (8.33%) ITSM
9 4 (8.33%) Master Data Management
9 4 (8.33%) Migration
9 4 (8.33%) Service Management
Programming Languages
1 26 (54.17%) SQL
2 18 (37.50%) T-SQL
3 8 (16.67%) Python
4 6 (12.50%) ABAP
4 6 (12.50%) Shell Script
5 5 (10.42%) R
6 3 (6.25%) Java
6 3 (6.25%) Perl
6 3 (6.25%) PL/SQL
7 1 (2.08%) C
7 1 (2.08%) Data Analysis Expressions (DAX)
7 1 (2.08%) VBA
Qualifications
1 16 (33.33%) Degree
2 9 (18.75%) Computer Science Degree
3 3 (6.25%) Master's Degree
3 3 (6.25%) PMI Certification
4 2 (4.17%) HNC
5 1 (2.08%) Numerate Degree
Quality Assurance & Compliance
1 9 (18.75%) QA
2 1 (2.08%) GDPR
Vendors
1 15 (31.25%) Oracle
2 13 (27.08%) SAP
3 7 (14.58%) Informatica
4 6 (12.50%) Cognos
4 6 (12.50%) Teradata
5 5 (10.42%) Tableau
6 3 (6.25%) Microsoft
7 2 (4.17%) Ab Initio
7 2 (4.17%) Cognizant
7 2 (4.17%) MicroStrategy
8 1 (2.08%) Salesforce.com