The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Cambridge region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 6 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 100 111 110
Rank change year-on-year
+11 -1
Permanent jobs citing Data Quality 1 2 6
As % of all permanent IT jobs located in Cambridge 0.091% 0.14% 0.35%
As % of the Quality Assurance & Compliance category 1.23% 0.90% 2.62%
Number of salaries quoted 0 0 1
Median salary - - £30,000
UK excluding London median salary £45,000 £45,000 £45,000
Data Quality
Cambridgeshire

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in permanent jobs advertised in the Cambridge region.

Quality Assurance & Compliance Category
Cambridge
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
81 223 229
As % of all permanent IT jobs located in Cambridge 7.36% 15.29% 13.20%
Number of salaries quoted 62 196 171
Median salary £46,000 £43,000 £40,000
Median salary % change year-on-year
+6.97% +7.50%
90% offered a salary of more than £32,500 £32,500 £25,000
10% offered a salary of more than £70,000 £63,750 £58,000
UK excluding London median salary £45,000 £44,000 £41,500
% change year-on-year
+2.27% +6.02%

Data Quality
Jobs Demand Trend in Cambridge

The demand trend of job ads across the Cambridge region citing Data Quality as a proportion of all IT jobs with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in Cambridge

Data Quality
Salary Trend in Cambridge

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

Data Quality Salary Trend in Cambridge

Data Quality
Top 30 Related IT Skills in Cambridge

For the 6 months to 6 December 2016, 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 Cambridge region with a requirement for Data Quality.

1 7 (87.50%) Data Management
1 7 (87.50%) Analytics
2 5 (62.50%) Migration
3 4 (50.00%) Information Management
3 4 (50.00%) Publishing
3 4 (50.00%) Business Analytics
3 4 (50.00%) Performance Metrics
4 3 (37.50%) Data Visualisation
4 3 (37.50%) Visualisation
4 3 (37.50%) Master Data Management
4 3 (37.50%) Data Analysis
4 3 (37.50%) Data Modelling
4 3 (37.50%) Business Intelligence
5 2 (25.00%) SOA
5 2 (25.00%) SAP
5 2 (25.00%) Stakeholder Management
5 2 (25.00%) Data Warehouse
5 2 (25.00%) Data Security
5 2 (25.00%) Metadata Management
5 2 (25.00%) Data Analytics
5 2 (25.00%) Data Structures
5 2 (25.00%) Virtual Team
5 2 (25.00%) NoSQL
5 2 (25.00%) Predictive Analytics
5 2 (25.00%) Data Integration
5 2 (25.00%) Data Architecture
6 1 (12.50%) Talend Open Studio
6 1 (12.50%) Data Entry
6 1 (12.50%) Spotfire
6 1 (12.50%) Oracle APEX

Data Quality
Top Related IT Skills in Cambridge 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 1 (12.50%) SAS
Applications
1 1 (12.50%) SPSS
Business Applications
1 1 (12.50%) SAP MDM
Cloud Services
1 1 (12.50%) Amazon AWS
Database & Business Intelligence
1 2 (25.00%) Data Warehouse
1 2 (25.00%) NoSQL
2 1 (12.50%) BusinessObjects
2 1 (12.50%) Enterprise Data Warehouse
2 1 (12.50%) MySQL
2 1 (12.50%) Oracle BI EE
2 1 (12.50%) Oracle Database
2 1 (12.50%) Oracle Exadata
2 1 (12.50%) PowerCenter
2 1 (12.50%) Spotfire
Development Applications
1 1 (12.50%) ERwin
1 1 (12.50%) Oracle APEX
1 1 (12.50%) Talend Open Studio
General
1 4 (50.00%) Publishing
Job Titles
1 4 (50.00%) Head of Data Management
2 3 (37.50%) Architect
3 2 (25.00%) Data Architect
4 1 (12.50%) Analyst
4 1 (12.50%) Business Intelligence Architect
4 1 (12.50%) Data Analyst
4 1 (12.50%) Data Quality Analyst
4 1 (12.50%) Information Architect
4 1 (12.50%) Quality Analyst
Libraries, Frameworks & Software Standards
1 1 (12.50%) Web Services
Miscellaneous
1 4 (50.00%) Performance Metrics
2 3 (37.50%) Visualisation
3 2 (25.00%) Data Integration
3 2 (25.00%) Data Structures
3 2 (25.00%) Virtual Team
4 1 (12.50%) Taxonomies
Processes & Methodologies
1 7 (87.50%) Analytics
1 7 (87.50%) Data Management
2 5 (62.50%) Migration
3 4 (50.00%) Business Analytics
3 4 (50.00%) Information Management
4 3 (37.50%) Business Intelligence
4 3 (37.50%) Data Analysis
4 3 (37.50%) Data Modelling
4 3 (37.50%) Data Visualisation
4 3 (37.50%) Master Data Management
5 2 (25.00%) Data Analytics
5 2 (25.00%) Data Architecture
5 2 (25.00%) Data Security
5 2 (25.00%) Metadata Management
5 2 (25.00%) Predictive Analytics
5 2 (25.00%) SOA
5 2 (25.00%) Stakeholder Management
6 1 (12.50%) Data Entry
6 1 (12.50%) Data Validation
6 1 (12.50%) Information Architecture
Programming Languages
1 1 (12.50%) SQL
Quality Assurance & Compliance
1 1 (12.50%) SNOMED CT
Vendors
1 2 (25.00%) SAP
2 1 (12.50%) Cognos
2 1 (12.50%) IBM
2 1 (12.50%) Informatica
2 1 (12.50%) Oracle
2 1 (12.50%) Pegasus
2 1 (12.50%) Talend