The table below looks at the statistics for Data Quality skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited Data Quality over the 3 months to 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Data Quality
Rank 237 299 307
Rank change year-on-year
+62 +8
Permanent jobs citing Data Quality 72 35 22
As % of all permanent IT jobs located in the City of London 0.69% 0.28% 0.18%
As % of the Quality Assurance & Compliance category 6.27% 2.56% 1.97%
Number of salaries quoted 60 27 17
Average salary £65,000 £60,000 £65,000
Average salary % change year-on-year
+8.33% -7.69%
90% offered a salary of more than £44,300 £44,000 £49,000
10% offered a salary of more than £82,500 £80,500 £70,500
UK excluding London average salary £45,000 £50,000 £45,000
% change year-on-year
-10.00% +11.11%
Data Quality
London

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 City of London region.

Quality Assurance & Compliance Category
City of London
Permanent IT job ads with a match in the
Quality Assurance & Compliance category
1149 1365 1114
As % of all permanent IT jobs located in the City of London 11.03% 11.02% 9.30%
Number of salaries quoted 956 1144 989
Average salary £57,500 £55,000 £55,000
Average salary % change year-on-year
+4.54% -
90% offered a salary of more than £35,150 £35,000 £37,500
10% offered a salary of more than £87,500 £90,000 £80,000
UK excluding London average salary £41,250 £40,000 £40,000
% change year-on-year
+3.12% -

Data Quality
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing Data Quality across the City of London region as a proportion of the total demand within the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in the City of London

Data Quality
Salary Trend in the City of London

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

Data Quality Salary Trend in the City of London

Data Quality
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Quality across the City of London region over the 3 months to 31 July 2015.

Data Quality Salary Histogram in the City of London

Data Quality
Top 30 Related IT Skills in the City of London

For the 6 months to 31 July 2015, IT jobs across the City of London region citing Data Quality also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Quality.

1 63 (61.17%) Data Management
2 57 (55.34%) Data Warehouse
3 47 (45.63%) Analytics
4 46 (44.66%) ETL
5 45 (43.69%) Business Intelligence
6 40 (38.83%) Oracle
7 39 (37.86%) SQL Server
7 39 (37.86%) Analytical Skills
8 34 (33.01%) SQL
9 33 (32.04%) Quality Management
9 33 (32.04%) Data Governance
10 31 (30.10%) Finance
11 30 (29.13%) SQL Server Reporting Services
12 29 (28.16%) SAS
12 29 (28.16%) Informatica
13 28 (27.18%) Data Analytics
14 26 (25.24%) BusinessObjects
14 26 (25.24%) Data Modelling
15 25 (24.27%) Tableau
15 25 (24.27%) Hadoop
15 25 (24.27%) QlikView
16 24 (23.30%) Data Migration
16 24 (23.30%) Migration
16 24 (23.30%) Ab Initio
16 24 (23.30%) Teradata
17 23 (22.33%) Banking
17 23 (22.33%) Netezza
18 22 (21.36%) Dimensional Modelling
18 22 (21.36%) Data Architecture
19 18 (17.48%) Big Data

Data Quality
Top Related IT Skills in the City of London by Category

For the 6 months to 31 July 2015, IT jobs across the City of London region citing Data Quality also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Quality. Up to 20 skills are shown per category.

Application Platforms
1 29 (28.16%) SAS
2 4 (3.88%) SharePoint
3 2 (1.94%) Oracle Application Server
3 2 (1.94%) WebLogic
3 2 (1.94%) Apache
Applications
1 6 (5.83%) MS Visio
2 4 (3.88%) MS Excel
2 4 (3.88%) MS PowerPoint
3 3 (2.91%) MS Project
4 1 (0.97%) MS Office
4 1 (0.97%) SPSS
Business Applications
1 4 (3.88%) RiskWrite
2 3 (2.91%) Adobe Campaign
3 2 (1.94%) Oracle BPM
3 2 (1.94%) SAP Oil and Gas
4 1 (0.97%) Dynamics CRM
4 1 (0.97%) thinkFolio
4 1 (0.97%) Eagle PACE
4 1 (0.97%) Hyperion Planning
4 1 (0.97%) Markit EDM
4 1 (0.97%) HFM
Cloud Services
1 2 (1.94%) SaaS
Communications & Networking
1 4 (3.88%) Internet
2 2 (1.94%) LDAP
3 1 (0.97%) HTTP
Database & Business Intelligence
1 57 (55.34%) Data Warehouse
2 39 (37.86%) SQL Server
3 30 (29.13%) SQL Server Reporting Services
4 26 (25.24%) BusinessObjects
5 25 (24.27%) QlikView
5 25 (24.27%) Hadoop
6 18 (17.48%) Big Data
7 11 (10.68%) SQL Server Integration Services
7 11 (10.68%) Spotfire
8 10 (9.71%) Relational Database
9 8 (7.77%) SQL Server 2008
10 7 (6.80%) Data Mining
10 7 (6.80%) RDBMS
11 6 (5.83%) SQL Server Analysis Services
12 5 (4.85%) Enterprise Data Warehouse
13 4 (3.88%) CouchDB
13 4 (3.88%) MongoDB
13 4 (3.88%) Data Mart
14 3 (2.91%) Oracle Reports
14 3 (2.91%) SQL Server 2012
Development Applications
1 2 (1.94%) JIRA
General
1 31 (30.10%) Finance
2 23 (22.33%) Banking
3 11 (10.68%) Marketing
4 7 (6.80%) Investment Banking
5 4 (3.88%) Law
6 3 (2.91%) Retail
7 2 (1.94%) Electronics
7 2 (1.94%) Telecoms
7 2 (1.94%) Legal
7 2 (1.94%) Manufacturing
7 2 (1.94%) Retail Banking
Job Titles
1 31 (30.10%) Architect
2 26 (25.24%) Analyst
3 23 (22.33%) Data Architect
4 21 (20.39%) Data Analyst
5 17 (16.50%) Developer
6 12 (11.65%) Quality Analyst
6 12 (11.65%) Data Quality Analyst
7 11 (10.68%) Data Scientist
8 10 (9.71%) Data Manager
9 7 (6.80%) SQL Developer
10 6 (5.83%) SQL Server Developer
11 5 (4.85%) Quality Manager
11 5 (4.85%) Database Developer
11 5 (4.85%) Information Architect
11 5 (4.85%) Business Analyst
11 5 (4.85%) Consultant
11 5 (4.85%) SQL Database Developer
11 5 (4.85%) Business Intelligence Developer
11 5 (4.85%) Data Quality Manager
12 4 (3.88%) Financial Analyst
Libraries, Frameworks & Software Standards
1 10 (9.71%) XML
2 6 (5.83%) Web Services
3 4 (3.88%) .NET
3 4 (3.88%) JSON
4 2 (1.94%) Oracle Fusion
4 2 (1.94%) HTML
4 2 (1.94%) XSD
4 2 (1.94%) XSLT
4 2 (1.94%) XML Schema
4 2 (1.94%) Middleware
5 1 (0.97%) COM
5 1 (0.97%) ASP.NET Web Forms
Miscellaneous
1 39 (37.86%) Analytical Skills
2 12 (11.65%) Data Integration
3 8 (7.77%) Management Information System
4 6 (5.83%) Reference Data
5 5 (4.85%) Visualisation
6 3 (2.91%) Data Structures
6 3 (2.91%) Replication
7 2 (1.94%) Clustering
7 2 (1.94%) W3C
7 2 (1.94%) DTV
7 2 (1.94%) Statistics
7 2 (1.94%) Computer Science
8 1 (0.97%) Credit Risk
8 1 (0.97%) User Experience
8 1 (0.97%) Data Centre
8 1 (0.97%) Data Protection Act
8 1 (0.97%) Equities
8 1 (0.97%) Economics
Operating Systems
1 2 (1.94%) UNIX
1 2 (1.94%) Linux
Processes & Methodologies
1 63 (61.17%) Data Management
2 47 (45.63%) Analytics
3 46 (44.66%) ETL
4 45 (43.69%) Business Intelligence
5 33 (32.04%) Quality Management
5 33 (32.04%) Data Governance
6 28 (27.18%) Data Analytics
7 26 (25.24%) Data Modelling
8 24 (23.30%) Migration
8 24 (23.30%) Data Migration
9 22 (21.36%) Data Architecture
9 22 (21.36%) Dimensional Modelling
10 18 (17.48%) Mentoring
10 18 (17.48%) Coaching
11 17 (16.50%) Master Data Management
11 17 (16.50%) CRM
11 17 (16.50%) Data Analysis
12 14 (13.59%) Agile Software Development
13 11 (10.68%) Multidimensional Analysis
13 11 (10.68%) SDLC
Programming Languages
1 34 (33.01%) SQL
2 11 (10.68%) R
3 8 (7.77%) T-SQL
4 3 (2.91%) C
4 3 (2.91%) PL/SQL
5 2 (1.94%) XPath
5 2 (1.94%) VB
6 1 (0.97%) VBA
6 1 (0.97%) C#
6 1 (0.97%) VBScript
Qualifications
1 4 (3.88%) Degree
2 2 (1.94%) EnCE
Quality Assurance & Compliance
1 5 (4.85%) FINREP
2 4 (3.88%) COREP
3 3 (2.91%) QA
4 1 (0.97%) Basel III
4 1 (0.97%) Solvency II
4 1 (0.97%) FATCA
4 1 (0.97%) EMIR
4 1 (0.97%) ISO/IEC 27001
Systems Management
1 2 (1.94%) Oracle Enterprise Manager
Vendors
1 40 (38.83%) Oracle
2 29 (28.16%) Informatica
3 25 (24.27%) Tableau
4 24 (23.30%) Ab Initio
4 24 (23.30%) Teradata
5 23 (22.33%) Netezza
6 14 (13.59%) Microsoft
7 7 (6.80%) Salesforce.com
8 5 (4.85%) GoldenSource
8 5 (4.85%) SAP
9 4 (3.88%) Trillium
9 4 (3.88%) IBM
10 3 (2.91%) Adobe
10 3 (2.91%) Sybase
11 2 (1.94%) Cognos
11 2 (1.94%) MicroStrategy
11 2 (1.94%) Hortonworks
11 2 (1.94%) WorldPay
12 1 (0.97%) Charles River
12 1 (0.97%) BT