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 26 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Quality
South East / Berkshire
Rank 150 142 205
Rank change year-on-year -8 +63  
Permanent jobs citing Data Quality 34 77 18
As % of all permanent IT jobs advertised in Berkshire 1.02% 1.56% 0.33%
As % of the Quality Assurance & Compliance category 8.52% 9.80% 2.16%
Number of salaries quoted 20 72 10
Median salary £54,000 £42,500 £55,553
Median salary % change year-on-year +27.05% -23.49%  
90% offered a salary of more than £41,500 £30,000 £26,000
10% offered a salary of more than £57,500 £80,000 £60,000
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -5.55% -  

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 399 786 833
As % of all permanent IT job vacancies advertised in Berkshire 11.97% 15.90% 15.44%
Number of salaries quoted 305 666 608
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £26,500 £25,000 £28,000
10% offered a salary of more than £77,500 £70,000 £70,000
UK excluding London median salary £42,500 £44,000 £42,500
% change year-on-year -3.40% +3.52%  

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 26 March 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 26 March 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
Slough +14 7 £55,000 +57.14%
Reading +20 5 £39,500 +13.66% 1
Maidenhead -1 4 - - 2
Wokingham - 4 £53,750 -
Data Quality
South East

Data Quality
Top 30 Related IT Skills in Berkshire

For the 6 months to 26 March 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 39 (56.52%) SQL
2 24 (34.78%) Oracle
3 23 (33.33%) Analytics
4 22 (31.88%) Data Modelling
5 21 (30.43%) ETL
5 21 (30.43%) Data Management
5 21 (30.43%) Degree
6 20 (28.99%) Data Warehouse
7 19 (27.54%) Finance
7 19 (27.54%) Analytical Skills
8 18 (26.09%) Business Intelligence
8 18 (26.09%) T-SQL
9 17 (24.64%) SQL Server
9 17 (24.64%) Agile Software Development
10 16 (23.19%) Retail
10 16 (23.19%) Data Governance
11 15 (21.74%) XML
12 14 (20.29%) Python
12 14 (20.29%) Java
13 13 (18.84%) BusinessObjects
14 12 (17.39%) Stakeholder Management
14 12 (17.39%) Marketing
15 11 (15.94%) SAP
16 10 (14.49%) Informatica
16 10 (14.49%) Master Data Management
17 9 (13.04%) Oracle SOA Suite
17 9 (13.04%) SQL Server Analysis Services
17 9 (13.04%) Java EE
17 9 (13.04%) QlikView
17 9 (13.04%) GlassFish

Data Quality
Top Related 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 9 (13.04%) GlassFish
1 9 (13.04%) JBoss
1 9 (13.04%) Oracle SOA Suite
1 9 (13.04%) Tomcat
1 9 (13.04%) WebLogic
2 3 (4.35%) Apache Spark
Applications
1 8 (11.59%) MS Excel
2 4 (5.80%) MS Office
3 3 (4.35%) Spreadsheet
Business Applications
1 2 (2.90%) SAP CO
1 2 (2.90%) SAP FI
1 2 (2.90%) SAP FI/CO
1 2 (2.90%) SAP FSCM
1 2 (2.90%) SAP MM
1 2 (2.90%) SAP PS
1 2 (2.90%) SAP SD
Cloud Services
1 3 (4.35%) SuccessFactors
Communications & Networking
1 7 (10.14%) MVNO
Database & Business Intelligence
1 20 (28.99%) Data Warehouse
2 17 (24.64%) SQL Server
3 13 (18.84%) BusinessObjects
4 9 (13.04%) QlikView
4 9 (13.04%) SQL Server Analysis Services
4 9 (13.04%) SQL Server Reporting Services
5 7 (10.14%) Data Mining
5 7 (10.14%) Hadoop
5 7 (10.14%) Relational Database
5 7 (10.14%) SQL Server 2008
6 6 (8.70%) Big Data
6 6 (8.70%) Crystal Reports
6 6 (8.70%) Enterprise Data Warehouse
6 6 (8.70%) Star Schema
7 5 (7.25%) DTS
7 5 (7.25%) Oracle OLAP
7 5 (7.25%) Oracle Reports
7 5 (7.25%) Snowflake Schema
7 5 (7.25%) SQL Server 2005
7 5 (7.25%) SQL Server Integration Services
Development Applications
1 3 (4.35%) JUnit
2 2 (2.90%) Talend Open Studio
General
1 19 (27.54%) Finance
2 16 (23.19%) Retail
3 12 (17.39%) Marketing
4 7 (10.14%) Telecoms
5 2 (2.90%) Advertising
5 2 (2.90%) Law
Job Titles
1 25 (36.23%) Analyst
2 12 (17.39%) Data Analyst
3 11 (15.94%) Consultant
4 10 (14.49%) Data Consultant
5 9 (13.04%) Developer
5 9 (13.04%) Master Data Consultant
6 7 (10.14%) Insight Analyst
6 7 (10.14%) Senior Developer
6 7 (10.14%) Software Consultant
6 7 (10.14%) SQL Analyst
6 7 (10.14%) SQL Data Analyst
7 6 (8.70%) Designer
7 6 (8.70%) Informatica Designer
7 6 (8.70%) Senior Analyst
7 6 (8.70%) Senior Designer
8 5 (7.25%) Business Intelligence Developer
8 5 (7.25%) Data Architect
8 5 (7.25%) Senior Business Intelligence Developer
8 5 (7.25%) Senior Software Developer
8 5 (7.25%) Test Analyst
Libraries, Frameworks & Software Standards
1 15 (21.74%) XML
2 9 (13.04%) Java EE
2 9 (13.04%) Web Services
3 1 (1.45%) Mason
Miscellaneous
1 19 (27.54%) Analytical Skills
2 6 (8.70%) Computer Science
2 6 (8.70%) User Experience
3 5 (7.25%) NHS
4 4 (5.80%) Management Information System
5 3 (4.35%) FMCG
5 3 (4.35%) Linux Command Line
5 3 (4.35%) PMI
6 1 (1.45%) Data Structures
6 1 (1.45%) Reference Data
6 1 (1.45%) Semantic Web
6 1 (1.45%) Virtual Team
Operating Systems
1 9 (13.04%) Unix
Processes & Methodologies
1 23 (33.33%) Analytics
2 22 (31.88%) Data Modelling
3 21 (30.43%) Data Management
3 21 (30.43%) ETL
4 18 (26.09%) Business Intelligence
5 17 (24.64%) Agile Software Development
6 16 (23.19%) Data Governance
7 12 (17.39%) Stakeholder Management
8 10 (14.49%) Master Data Management
9 9 (13.04%) SOA
10 8 (11.59%) SDLC
11 6 (8.70%) Business Analysis
11 6 (8.70%) Change Control
11 6 (8.70%) Data Integration
11 6 (8.70%) Disaster Recovery
12 5 (7.25%) Kalman Filter
12 5 (7.25%) Security Management
12 5 (7.25%) Software Engineering
12 5 (7.25%) Unit Testing
13 4 (5.80%) Data Analytics
Programming Languages
1 39 (56.52%) SQL
2 18 (26.09%) T-SQL
3 14 (20.29%) Java
3 14 (20.29%) Python
4 7 (10.14%) R
5 6 (8.70%) Shell Script
6 4 (5.80%) ABAP
6 4 (5.80%) C#
6 4 (5.80%) Data Analysis Expressions (DAX)
6 4 (5.80%) VBA
7 3 (4.35%) Perl
7 3 (4.35%) PL/SQL
Qualifications
1 21 (30.43%) Degree
2 3 (4.35%) PMI Certification
Quality Assurance & Compliance
1 5 (7.25%) QA
2 3 (4.35%) GDPR
Systems Management
1 2 (2.90%) HP Quality Center
Vendors
1 24 (34.78%) Oracle
2 11 (15.94%) SAP
3 10 (14.49%) Informatica
4 9 (13.04%) Teradata
5 7 (10.14%) Tableau
6 6 (8.70%) Cognos
7 3 (4.35%) Microsoft
8 2 (2.90%) Ab Initio
8 2 (2.90%) Cognizant
8 2 (2.90%) HP
8 2 (2.90%) IBM
8 2 (2.90%) Salesforce.com
8 2 (2.90%) Talend
8 2 (2.90%) TIBCO
Maidenhead, Berkshire
Lexis Nexis Risk Solutions
Salary: From £25,000 to £35,000 per annum depending on experience
Posted: 6 days ago
Reading, Berkshire
Capita Resourcing - IT Resourcing
Salary: £40000 - £50000.00 per annum
Posted: 5 days ago
Maidenhead, Berkshire
Reed Business Information Ltd
Salary: Up to £35,000 per annum plus generous package
Posted: 17 days ago