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 1 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 May 2015
Same period 2014 Same period 2013
Data Quality
Rank 278 285 282
Rank change year-on-year
+7 -3
Permanent jobs citing Data Quality 30 53 45
As % of all permanent IT jobs located in the City of London 0.29% 0.42% 0.37%
As % of the Quality Assurance & Compliance category 2.55% 3.69% 3.96%
Number of salaries quoted 27 38 40
Average salary £65,000 £62,500 £60,500
Average salary % change year-on-year
+4.00% +3.30%
90% offered a salary of more than £45,700 £43,650 £42,125
10% offered a salary of more than £87,000 £86,500 £82,000
UK excluding London average salary £50,000 £50,000 £52,500
% change year-on-year
- -4.76%
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
1178 1435 1136
As % of all permanent IT jobs located in the City of London 11.31% 11.47% 9.46%
Number of salaries quoted 997 1214 988
Average salary £52,500 £53,200 £55,000
Average salary % change year-on-year
-1.31% -3.27%
90% offered a salary of more than £32,500 £35,000 £37,000
10% offered a salary of more than £80,000 £85,000 £77,500
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 1 May 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 1 May 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 30 (52.63%) Data Management
2 21 (36.84%) Finance
2 21 (36.84%) Data Modelling
2 21 (36.84%) Data Governance
3 20 (35.09%) Data Warehouse
3 20 (35.09%) SQL
4 18 (31.58%) Business Intelligence
5 16 (28.07%) ETL
5 16 (28.07%) Data Integration
6 15 (26.32%) Oracle
6 15 (26.32%) SQL Server
7 14 (24.56%) Banking
7 14 (24.56%) Analytical Skills
8 12 (21.05%) Information Management
9 11 (19.30%) Analytics
10 10 (17.54%) Data Architecture
10 10 (17.54%) Data Analysis
10 10 (17.54%) Microsoft
11 9 (15.79%) CRM
12 8 (14.04%) SAS
12 8 (14.04%) Informatica
12 8 (14.04%) SAP
12 8 (14.04%) Agile Software Development
12 8 (14.04%) Quality Management
12 8 (14.04%) Reference Data
12 8 (14.04%) Dimensional Modelling
12 8 (14.04%) Master Data Management
12 8 (14.04%) Performance Tuning
12 8 (14.04%) Relational Database
12 8 (14.04%) Information Architecture

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

For the 6 months to 1 May 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 8 (14.04%) SAS
2 4 (7.02%) WebLogic
3 2 (3.51%) SharePoint
3 2 (3.51%) Oracle Service Bus
3 2 (3.51%) Oracle SOA Suite
3 2 (3.51%) Oracle Application Server
4 1 (1.75%) IIS
4 1 (1.75%) Tomcat
4 1 (1.75%) Apache Spark
Applications
1 2 (3.51%) MS Office
1 2 (3.51%) SPSS
2 1 (1.75%) MS Excel
Business Applications
1 2 (3.51%) Oracle EBS
1 2 (3.51%) Oracle BPM
1 2 (3.51%) Documaker
1 2 (3.51%) Dynamics CRM
2 1 (1.75%) SAP InfiniteInsight
2 1 (1.75%) SAP Oil and Gas
2 1 (1.75%) thinkFolio
2 1 (1.75%) Eagle PACE
2 1 (1.75%) Markit EDM
Cloud Services
1 4 (7.02%) SaaS
2 1 (1.75%) Microsoft Azure
2 1 (1.75%) Amazon AWS
2 1 (1.75%) Yammer
Communications & Networking
1 2 (3.51%) LDAP
1 2 (3.51%) Internet
2 1 (1.75%) HTTP
Database & Business Intelligence
1 20 (35.09%) Data Warehouse
2 15 (26.32%) SQL Server
3 8 (14.04%) Relational Database
4 6 (10.53%) QlikView
5 5 (8.77%) Hadoop
5 5 (8.77%) Big Data
6 4 (7.02%) OLTP
6 4 (7.02%) RDBMS
6 4 (7.02%) MySQL
6 4 (7.02%) OLAP
6 4 (7.02%) Oracle ODI
6 4 (7.02%) SQL Server 2008
6 4 (7.02%) Oracle BI EE
7 3 (5.26%) SQL Server Integration Services
7 3 (5.26%) MongoDB
7 3 (5.26%) Cognos Framework Manager
7 3 (5.26%) BusinessObjects
7 3 (5.26%) DB2
8 2 (3.51%) Enterprise Data Warehouse
8 2 (3.51%) Data Mining
Development Applications
1 2 (3.51%) PowerDesigner
General
1 21 (36.84%) Finance
2 14 (24.56%) Banking
3 6 (10.53%) Retail
3 6 (10.53%) Investment Banking
3 6 (10.53%) Marketing
4 3 (5.26%) Law
5 2 (3.51%) Financial Institution
5 2 (3.51%) Billing
5 2 (3.51%) Retail Banking
6 1 (1.75%) Legal
Job Titles
1 13 (22.81%) Analyst
2 12 (21.05%) Architect
3 10 (17.54%) Data Analyst
4 7 (12.28%) Developer
5 4 (7.02%) Information Architect
5 4 (7.02%) Data Architect
5 4 (7.02%) Data Manager
5 4 (7.02%) Risk Analyst
5 4 (7.02%) SQL Developer
5 4 (7.02%) Financial Analyst
6 3 (5.26%) Quality Analyst
6 3 (5.26%) Data Quality Analyst
6 3 (5.26%) ETL Architect
6 3 (5.26%) Head of Business Intelligence
6 3 (5.26%) Data Steward
6 3 (5.26%) SQL Server Developer
6 3 (5.26%) Database Developer
6 3 (5.26%) Team Leader
6 3 (5.26%) SQL Database Developer
6 3 (5.26%) Consultant
Libraries, Frameworks & Software Standards
1 6 (10.53%) Middleware
1 6 (10.53%) Oracle Fusion
2 5 (8.77%) XML
2 5 (8.77%) .NET
3 2 (3.51%) XML Schema
3 2 (3.51%) XSD
3 2 (3.51%) XSLT
3 2 (3.51%) HTML
3 2 (3.51%) SAP XI
3 2 (3.51%) WebCenter
4 1 (1.75%) .NET Framework
4 1 (1.75%) REST
4 1 (1.75%) J2EE
4 1 (1.75%) COM
4 1 (1.75%) JSP
4 1 (1.75%) SOAP
Miscellaneous
1 16 (28.07%) Data Integration
2 14 (24.56%) Analytical Skills
3 8 (14.04%) Reference Data
4 6 (10.53%) Management Information System
5 3 (5.26%) Data Structures
6 2 (3.51%) NHS
6 2 (3.51%) W3C
6 2 (3.51%) Replication
6 2 (3.51%) Clustering
6 2 (3.51%) Hedge funds
6 2 (3.51%) Digital Media
6 2 (3.51%) Credit Risk
6 2 (3.51%) Computer Science
7 1 (1.75%) Economics
7 1 (1.75%) Life Science
7 1 (1.75%) Mathematics
7 1 (1.75%) Open Source
7 1 (1.75%) Visualisation
7 1 (1.75%) Data Extraction
7 1 (1.75%) Oracle Exalytics
Operating Systems
1 2 (3.51%) UNIX
2 1 (1.75%) Windows
2 1 (1.75%) Linux
2 1 (1.75%) zOS
Processes & Methodologies
1 30 (52.63%) Data Management
2 21 (36.84%) Data Modelling
2 21 (36.84%) Data Governance
3 18 (31.58%) Business Intelligence
4 16 (28.07%) ETL
5 12 (21.05%) Information Management
6 11 (19.30%) Analytics
7 10 (17.54%) Data Architecture
7 10 (17.54%) Data Analysis
8 9 (15.79%) CRM
9 8 (14.04%) Agile Software Development
9 8 (14.04%) Quality Management
9 8 (14.04%) Dimensional Modelling
9 8 (14.04%) Master Data Management
9 8 (14.04%) Performance Tuning
9 8 (14.04%) Information Architecture
10 5 (8.77%) Business Analysis
10 5 (8.77%) Migration
10 5 (8.77%) Stakeholder Management
10 5 (8.77%) Logical Data Model
Programming Languages
1 20 (35.09%) SQL
2 5 (8.77%) PL/SQL
2 5 (8.77%) T-SQL
3 4 (7.02%) Bash Shell
4 3 (5.26%) Java
5 2 (3.51%) Python
5 2 (3.51%) Jython
5 2 (3.51%) XPath
6 1 (1.75%) R
6 1 (1.75%) Shell Script
6 1 (1.75%) C
6 1 (1.75%) C++
Qualifications
1 5 (8.77%) Degree
2 2 (3.51%) EnCE
Quality Assurance & Compliance
1 5 (8.77%) FINREP
2 4 (7.02%) COREP
3 1 (1.75%) Solvency II
3 1 (1.75%) FATCA
3 1 (1.75%) Basel III
3 1 (1.75%) EMIR
System Software
1 2 (3.51%) Oracle RAC
2 1 (1.75%) Apache Flume
Systems Management
1 4 (7.02%) Oracle Enterprise Manager
Vendors
1 15 (26.32%) Oracle
2 10 (17.54%) Microsoft
3 8 (14.04%) Informatica
3 8 (14.04%) SAP
4 5 (8.77%) Teradata
4 5 (8.77%) Cognos
5 4 (7.02%) Business Objects
5 4 (7.02%) Tableau
6 3 (5.26%) GoldenSource
6 3 (5.26%) DataFlux
6 3 (5.26%) Birst
6 3 (5.26%) Trillium
7 2 (3.51%) WorldPay
7 2 (3.51%) Siebel
7 2 (3.51%) MicroStrategy
7 2 (3.51%) Ab Initio
7 2 (3.51%) Netezza
8 1 (1.75%) MapR
8 1 (1.75%) Hortonworks
8 1 (1.75%) Cloudera
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