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 salaries offered in IT jobs that have cited Data Quality over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 176 180 207
Rank change year-on-year
+4 +27
Permanent jobs citing Data Quality 70 136 134
As % of all permanent IT jobs located in the City of London 1.11% 1.30% 1.10%
As % of the Quality Assurance & Compliance category 10.19% 10.72% 8.99%
Number of salaries quoted 67 118 101
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £45,000 £40,000
10% offered a salary of more than £75,000 £82,500 £80,000
UK excluding London median salary £45,000 £43,500 £47,500
% change year-on-year
+3.44% -8.42%
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
687 1269 1491
As % of all permanent IT jobs located in the City of London 10.92% 12.12% 12.24%
Number of salaries quoted 626 1043 1241
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £37,250 £37,500 £35,000
10% offered a salary of more than £80,000 £80,000 £82,500
UK excluding London median salary £45,000 £42,500 £40,500
% change year-on-year
+5.88% +4.93%

Data Quality
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of London 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 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 24 July 2016.

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 24 July 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 City of London region with a requirement for Data Quality.

1 112 (65.88%) SQL
2 76 (44.71%) Business Intelligence
3 69 (40.59%) Data Warehouse
4 63 (37.06%) Data Modelling
5 62 (36.47%) SQL Server
6 61 (35.88%) Finance
6 61 (35.88%) Data Management
7 52 (30.59%) Analytics
8 50 (29.41%) ETL
9 43 (25.29%) Microsoft
10 41 (24.12%) T-SQL
10 41 (24.12%) SQL Server Reporting Services
11 40 (23.53%) Analytical Skills
12 38 (22.35%) SQL Server Integration Services
13 37 (21.76%) Data Analysis
14 36 (21.18%) Data Architecture
15 35 (20.59%) MS Excel
16 34 (20.00%) Agile Software Development
17 33 (19.41%) Tableau
18 29 (17.06%) Visualisation
19 27 (15.88%) Data Integration
20 26 (15.29%) SQL Server 2012
21 25 (14.71%) Data Governance
21 25 (14.71%) Management Information System
22 24 (14.12%) Kimball Methodology
23 23 (13.53%) Data Protection
23 23 (13.53%) SQL Server 2014
24 22 (12.94%) Stakeholder Management
24 22 (12.94%) Master Data Management
25 21 (12.35%) QA

Data Quality
Top Related IT Skills in the City of London 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 12 (7.06%) SAS
2 9 (5.29%) SharePoint
3 1 (0.59%) Apache Solr
Applications
1 35 (20.59%) MS Excel
2 4 (2.35%) MS Office
3 3 (1.76%) MS PowerPoint
4 2 (1.18%) MS Visio
4 2 (1.18%) SPSS
5 1 (0.59%) Spreadsheet
Business Applications
1 3 (1.76%) Salesforce.com CRM
2 2 (1.18%) Cognos Business Intelligence
2 2 (1.18%) Maximo
3 1 (0.59%) MetaTrader
Cloud Services
1 1 (0.59%) Amazon AWS
1 1 (0.59%) Microsoft Azure
Database & Business Intelligence
1 69 (40.59%) Data Warehouse
2 62 (36.47%) SQL Server
3 41 (24.12%) SQL Server Reporting Services
4 38 (22.35%) SQL Server Integration Services
5 26 (15.29%) SQL Server 2012
6 23 (13.53%) SQL Server 2014
7 20 (11.76%) Relational Database
8 19 (11.18%) SQL Server 2008
9 16 (9.41%) PowerPivot
10 15 (8.82%) BusinessObjects
10 15 (8.82%) SQL Server Analysis Services
11 14 (8.24%) Hadoop
12 11 (6.47%) Data Mart
12 11 (6.47%) QlikView
13 10 (5.88%) Big Data
13 10 (5.88%) OLAP
14 9 (5.29%) Data Mining
14 9 (5.29%) Power BI
14 9 (5.29%) RDBMS
15 7 (4.12%) SAS EBI
Development Applications
1 4 (2.35%) Eclipse
2 3 (1.76%) ERwin
3 1 (0.59%) JIRA
3 1 (0.59%) Subversion
3 1 (0.59%) Talend Open Studio
3 1 (0.59%) Team Foundation Server
3 1 (0.59%) TestDirector
General
1 61 (35.88%) Finance
2 20 (11.76%) Legal
3 16 (9.41%) Marketing
4 12 (7.06%) Banking
5 5 (2.94%) Retail
6 4 (2.35%) Billing
6 4 (2.35%) Financial Institution
7 2 (1.18%) Advertising
7 2 (1.18%) Investment Banking
7 2 (1.18%) Law
8 1 (0.59%) Back Office
8 1 (0.59%) Front Office
8 1 (0.59%) Italian Language
8 1 (0.59%) Spanish Language
Job Titles
1 55 (32.35%) Analyst
2 45 (26.47%) Developer
3 25 (14.71%) SQL Developer
4 23 (13.53%) Data Analyst
5 20 (11.76%) Architect
6 19 (11.18%) SQL Analyst
7 14 (8.24%) SSIS Developer
8 13 (7.65%) Business Analyst
8 13 (7.65%) Business Intelligence Developer
8 13 (7.65%) Data Architect
9 12 (7.06%) Administrator
9 12 (7.06%) Business Intelligence Analyst
9 12 (7.06%) Consultant
10 11 (6.47%) SQL Data Analyst
11 10 (5.88%) SSRS Developer
12 9 (5.29%) Business Intelligence Business Analyst
12 9 (5.29%) Data Business Analyst
12 9 (5.29%) Data Manager
13 8 (4.71%) Report Analyst
13 8 (4.71%) UML Business Analyst
Libraries, Frameworks & Software Standards
1 20 (11.76%) .NET
2 15 (8.82%) MDX
3 4 (2.35%) COM
3 4 (2.35%) CSS
3 4 (2.35%) HTML
4 3 (1.76%) XML
5 2 (1.18%) REST
5 2 (1.18%) SOAP
5 2 (1.18%) Web Services
6 1 (0.59%) D3.js
6 1 (0.59%) FIX Protocol
6 1 (0.59%) Regular Expression
Miscellaneous
1 40 (23.53%) Analytical Skills
2 29 (17.06%) Visualisation
3 27 (15.88%) Data Integration
4 25 (14.71%) Management Information System
5 18 (10.59%) Data Protection Act
6 11 (6.47%) Computer Science
6 11 (6.47%) Data Structures
7 8 (4.71%) Data Extraction
7 8 (4.71%) Derivative
7 8 (4.71%) Replication
8 7 (4.12%) Equities
8 7 (4.12%) Mathematics
8 7 (4.12%) OTC Derivatives
9 6 (3.53%) Foreign Exchange (FX)
10 4 (2.35%) Statistics
10 4 (2.35%) Swaptions
11 3 (1.76%) Economics
11 3 (1.76%) Taxonomies
12 2 (1.18%) EMV
12 2 (1.18%) EPoS
Operating Systems
1 7 (4.12%) Unix
2 4 (2.35%) Linux
Processes & Methodologies
1 76 (44.71%) Business Intelligence
2 63 (37.06%) Data Modelling
3 61 (35.88%) Data Management
4 52 (30.59%) Analytics
5 50 (29.41%) ETL
6 37 (21.76%) Data Analysis
7 36 (21.18%) Data Architecture
8 34 (20.00%) Agile Software Development
9 25 (14.71%) Data Governance
10 24 (14.12%) Kimball Methodology
11 23 (13.53%) Data Protection
12 22 (12.94%) Master Data Management
12 22 (12.94%) Stakeholder Management
13 20 (11.76%) Data Analytics
14 17 (10.00%) Data Visualisation
14 17 (10.00%) Validation
15 15 (8.82%) CRM
15 15 (8.82%) Information Management
16 14 (8.24%) Project Management
17 13 (7.65%) UML
Programming Languages
1 112 (65.88%) SQL
2 41 (24.12%) T-SQL
3 15 (8.82%) C#
4 14 (8.24%) VBA
5 13 (7.65%) Data Analysis Expressions (DAX)
5 13 (7.65%) VB
6 11 (6.47%) Python
7 9 (5.29%) Java
8 6 (3.53%) R
9 5 (2.94%) C
9 5 (2.94%) Perl
10 2 (1.18%) JavaScript
10 2 (1.18%) PL/SQL
10 2 (1.18%) SOQL
10 2 (1.18%) SOSL
11 1 (0.59%) Apex Code
11 1 (0.59%) C++
11 1 (0.59%) Groovy
11 1 (0.59%) PHP
11 1 (0.59%) Scala
Qualifications
1 19 (11.18%) Degree
2 7 (4.12%) SAS Certification
3 2 (1.18%) ACCA
3 2 (1.18%) CIMA
3 2 (1.18%) ISEB
3 2 (1.18%) ISTQB
3 2 (1.18%) ITIL Certification
4 1 (0.59%) CIPFA
4 1 (0.59%) DV Cleared
4 1 (0.59%) MBA
4 1 (0.59%) SC Cleared
4 1 (0.59%) Security Cleared
Quality Assurance & Compliance
1 21 (12.35%) QA
2 6 (3.53%) Solvency II
2 6 (3.53%) SSAE 16
3 2 (1.18%) CRD IV
3 2 (1.18%) EMIR
3 2 (1.18%) MiFID
3 2 (1.18%) PCI DSS
3 2 (1.18%) SLA
Systems Management
1 1 (0.59%) EMC NetWorker
1 1 (0.59%) HP Quality Center
Vendors
1 43 (25.29%) Microsoft
2 33 (19.41%) Tableau
3 20 (11.76%) Oracle
4 15 (8.82%) Informatica
5 10 (5.88%) Salesforce.com
6 8 (4.71%) Ab Initio
6 8 (4.71%) Teradata
7 6 (3.53%) IBM
8 3 (1.76%) EXASOL
8 3 (1.76%) InterSystems
8 3 (1.76%) MapR
8 3 (1.76%) Netezza
8 3 (1.76%) SAP
9 2 (1.18%) CA
9 2 (1.18%) Cognos
9 2 (1.18%) Jaspersoft
9 2 (1.18%) Sybase
9 2 (1.18%) TIBCO
10 1 (0.59%) Embarcadero
10 1 (0.59%) Epicor
City, London
Harris Rubbert Associates
Salary: £75,000 per annum + Bonus + Benefits
Posted: 11 hours ago
City, London
Harvey Nash plc
Salary: £40000 per annum
Posted: 4 days ago
City, London
Red10
Salary: £50000 - £55000 per annum + bonus and benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £55,000
Posted: 5 days ago
City, London
Best Practice Talent Solutions
Salary: From £55,000 to £75,000 per annum Salary offered dependent on current
Posted: 6 days ago
City of London
Huxley
Salary: £40000 - £75000 per annum + Bonus + Benefits
Posted: 19 days ago
City, London
Harrington Starr
Salary: £50000 - £75000 per annum + bonus
Posted: 5 days ago