The table below looks at the statistics for Data Quality skills in IT jobs advertised for the Cambridgeshire region. Included is a guide to the salaries offered in IT jobs that have cited Data Quality over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 118 113 137
Rank change year-on-year
-5 +24
Permanent jobs citing Data Quality 3 14 8
As % of all permanent IT jobs located in Cambridgeshire 0.19% 0.71% 0.32%
As % of the Quality Assurance & Compliance category 2.59% 4.84% 2.52%
Number of salaries quoted 2 12 3
Median salary £22,500 £33,500 £32,500
Median salary % change year-on-year
-32.83% +3.07%
UK excluding London median salary £45,000 £45,000 £45,000
Data Quality
East of England

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 Cambridgeshire region.

Quality Assurance & Compliance Category
Cambridgeshire
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
116 289 317
As % of all permanent IT jobs located in Cambridgeshire 7.23% 14.75% 12.67%
Number of salaries quoted 92 259 236
Median salary £44,250 £43,000 £40,000
Median salary % change year-on-year
+2.90% +7.50%
90% offered a salary of more than £30,750 £27,800 £23,000
10% offered a salary of more than £57,500 £56,000 £60,400
UK excluding London median salary £44,500 £44,000 £41,500
% change year-on-year
+1.13% +6.02%

Data Quality
Jobs Demand Trend in Cambridgeshire

The demand trend of job ads across the Cambridgeshire 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 Cambridgeshire

Data Quality
Salary Trend in Cambridgeshire

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

Data Quality Salary Trend in Cambridgeshire

Data Quality
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Cambridgeshire region over the 3 months to 8 December 2016. 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
(Click see detailed
statistics and trends)
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
Peterborough -7 2 £22,500 -32.83% 1
Cambridge +11 1 - -
Data Quality
East of England

Data Quality
Top 30 Related IT Skills in Cambridgeshire

For the 6 months to 8 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 Cambridgeshire region with a requirement for Data Quality.

1 11 (57.89%) Business Intelligence
2 10 (52.63%) Data Warehouse
2 10 (52.63%) Analytics
3 9 (47.37%) Enterprise Data Warehouse
4 8 (42.11%) Data Modelling
4 8 (42.11%) Data Analysis
5 7 (36.84%) Data Management
5 7 (36.84%) Business Analytics
6 6 (31.58%) BusinessObjects
6 6 (31.58%) ETL
7 5 (26.32%) SQL Server
7 5 (26.32%) Crystal Reports
7 5 (26.32%) MicroStrategy
7 5 (26.32%) SQL Server Integration Services
7 5 (26.32%) Degree
7 5 (26.32%) Finance
7 5 (26.32%) Migration
7 5 (26.32%) Performance Management
7 5 (26.32%) Data Mapping
7 5 (26.32%) Data Governance
7 5 (26.32%) ETL Development
8 4 (21.05%) Performance Metrics
8 4 (21.05%) Publishing
8 4 (21.05%) Information Management
8 4 (21.05%) IBM
8 4 (21.05%) Oracle
8 4 (21.05%) Cognos
9 3 (15.79%) E-Commerce
9 3 (15.79%) SAS
9 3 (15.79%) SQL

Data Quality
Top Related IT Skills in Cambridgeshire 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 (15.79%) SAS
Applications
1 2 (10.53%) MS Excel
2 1 (5.26%) SPSS
Business Applications
1 1 (5.26%) SAP MDM
Cloud Services
1 1 (5.26%) Amazon AWS
Database & Business Intelligence
1 10 (52.63%) Data Warehouse
2 9 (47.37%) Enterprise Data Warehouse
3 6 (31.58%) BusinessObjects
4 5 (26.32%) Crystal Reports
4 5 (26.32%) SQL Server
4 5 (26.32%) SQL Server Integration Services
5 3 (15.79%) Big Data
5 3 (15.79%) Hadoop
5 3 (15.79%) Relational Database
6 2 (10.53%) NoSQL
7 1 (5.26%) MySQL
7 1 (5.26%) Oracle BI EE
7 1 (5.26%) Oracle Database
7 1 (5.26%) Oracle Exadata
7 1 (5.26%) PowerCenter
7 1 (5.26%) Spotfire
Development Applications
1 1 (5.26%) ERwin
1 1 (5.26%) Oracle APEX
1 1 (5.26%) Talend Open Studio
General
1 5 (26.32%) Finance
2 4 (21.05%) Publishing
3 3 (15.79%) Retail
Job Titles
1 11 (57.89%) Architect
2 7 (36.84%) Data Architect
3 5 (26.32%) Data Warehouse Architect
4 4 (21.05%) Head of Data Management
5 3 (15.79%) Analyst
5 3 (15.79%) Data Analyst
6 2 (10.53%) Excel Analyst
6 2 (10.53%) Graduate
6 2 (10.53%) Graduate Analyst
6 2 (10.53%) Graduate Data Analyst
7 1 (5.26%) Applications Support
7 1 (5.26%) Business Intelligence Architect
7 1 (5.26%) Data Quality Analyst
7 1 (5.26%) Information Architect
7 1 (5.26%) Quality Analyst
7 1 (5.26%) Support Officer
Libraries, Frameworks & Software Standards
1 1 (5.26%) Web Services
Miscellaneous
1 4 (21.05%) Performance Metrics
2 3 (15.79%) Analytical Skills
2 3 (15.79%) Computer Science
2 3 (15.79%) Visualisation
3 2 (10.53%) Data Integration
3 2 (10.53%) Data Structures
3 2 (10.53%) iPad
3 2 (10.53%) Mathematics
3 2 (10.53%) Statistics
3 2 (10.53%) Virtual Team
4 1 (5.26%) Taxonomies
Processes & Methodologies
1 11 (57.89%) Business Intelligence
2 10 (52.63%) Analytics
3 8 (42.11%) Data Analysis
3 8 (42.11%) Data Modelling
4 7 (36.84%) Business Analytics
4 7 (36.84%) Data Management
5 6 (31.58%) ETL
6 5 (26.32%) Data Governance
6 5 (26.32%) Data Mapping
6 5 (26.32%) ETL Development
6 5 (26.32%) Migration
6 5 (26.32%) Performance Management
7 4 (21.05%) Information Management
8 3 (15.79%) Change Management
8 3 (15.79%) Dashboard Development
8 3 (15.79%) Data Visualisation
8 3 (15.79%) Dimensional Modelling
8 3 (15.79%) E-Commerce
8 3 (15.79%) Master Data Management
9 2 (10.53%) Data Analytics
Programming Languages
1 3 (15.79%) SQL
Qualifications
1 5 (26.32%) Degree
2 3 (15.79%) IBM Certification
Quality Assurance & Compliance
1 3 (15.79%) SLA
2 1 (5.26%) SNOMED CT
Vendors
1 5 (26.32%) MicroStrategy
2 4 (21.05%) Cognos
2 4 (21.05%) IBM
2 4 (21.05%) Oracle
3 3 (15.79%) Tableau
4 2 (10.53%) Microsoft
4 2 (10.53%) SAP
5 1 (5.26%) Informatica
5 1 (5.26%) Pegasus
5 1 (5.26%) Talend
Peterborough, Cambridgeshire
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