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 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 190 176 239
Rank change year-on-year
-14 +63
Permanent jobs citing Data Quality 64 144 99
As % of all permanent IT jobs located in the City of London 1.03% 1.49% 0.84%
As % of the Quality Assurance & Compliance category 8.93% 11.66% 7.47%
Number of salaries quoted 59 121 71
Median salary £57,500 £57,500 £52,500
Median salary % change year-on-year
- +9.52%
90% offered a salary of more than £39,500 £42,500 £37,500
10% offered a salary of more than £78,000 £82,500 £77,500
UK excluding London median salary £45,000 £45,000 £47,500
% change year-on-year
- -5.26%
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
717 1235 1325
As % of all permanent IT jobs located in the City of London 11.59% 12.76% 11.29%
Number of salaries quoted 644 997 1094
Median salary £57,500 £60,000 £55,000
Median salary % change year-on-year
-4.16% +9.09%
90% offered a salary of more than £34,200 £37,500 £35,000
10% offered a salary of more than £80,000 £77,500 £90,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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 31 August 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 31 August 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 83 (58.87%) SQL
2 70 (49.65%) Business Intelligence
3 51 (36.17%) Microsoft
3 51 (36.17%) SQL Server
4 50 (35.46%) Data Warehouse
5 48 (34.04%) Finance
6 47 (33.33%) Data Management
7 45 (31.91%) SQL Server Reporting Services
7 45 (31.91%) Analytics
8 41 (29.08%) ETL
9 40 (28.37%) MS Excel
10 37 (26.24%) Data Modelling
11 36 (25.53%) Analytical Skills
12 33 (23.40%) T-SQL
12 33 (23.40%) SQL Server Integration Services
13 31 (21.99%) Kimball Methodology
13 31 (21.99%) Tableau
14 29 (20.57%) Agile Software Development
15 27 (19.15%) Data Analysis
15 27 (19.15%) Visualisation
16 24 (17.02%) Legal
17 21 (14.89%) Data Architecture
18 20 (14.18%) Data Analytics
18 20 (14.18%) Management Information System
19 19 (13.48%) Stakeholder Management
19 19 (13.48%) SQL Server 2012
19 19 (13.48%) Master Data Management
20 18 (12.77%) C#
20 18 (12.77%) CRM
20 18 (12.77%) MDX

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 13 (9.22%) SharePoint
2 7 (4.96%) SAS
3 1 (0.71%) Apache
Applications
1 40 (28.37%) MS Excel
2 6 (4.26%) MS Office
3 5 (3.55%) MS PowerPoint
4 4 (2.84%) MS Visio
5 1 (0.71%) MS Project
5 1 (0.71%) Spreadsheet
Business Applications
1 6 (4.26%) Salesforce.com CRM
2 3 (2.13%) Cognos Business Intelligence
3 2 (1.42%) Dynamics CRM
4 1 (0.71%) HFM
4 1 (0.71%) Hyperion Planning
4 1 (0.71%) Maximo
4 1 (0.71%) Oracle AML
Cloud Services
1 2 (1.42%) Microsoft Azure
Database & Business Intelligence
1 51 (36.17%) SQL Server
2 50 (35.46%) Data Warehouse
3 45 (31.91%) SQL Server Reporting Services
4 33 (23.40%) SQL Server Integration Services
5 19 (13.48%) SQL Server 2012
6 17 (12.06%) Power BI
6 17 (12.06%) PowerPivot
6 17 (12.06%) SQL Server 2014
7 13 (9.22%) Relational Database
7 13 (9.22%) SQL Server Analysis Services
8 12 (8.51%) Hadoop
8 12 (8.51%) SQL Server 2008
9 11 (7.80%) BusinessObjects
10 10 (7.09%) OLAP
11 8 (5.67%) Big Data
12 7 (4.96%) QlikView
13 6 (4.26%) Microsoft Analysis Services
13 6 (4.26%) MySQL
14 5 (3.55%) Data Mart
14 5 (3.55%) RDBMS
Development Applications
1 4 (2.84%) Eclipse
1 4 (2.84%) ERwin
2 1 (0.71%) JIRA
2 1 (0.71%) Subversion
2 1 (0.71%) Team Foundation Server
2 1 (0.71%) TestDirector
General
1 48 (34.04%) Finance
2 24 (17.02%) Legal
3 12 (8.51%) Marketing
4 7 (4.96%) Banking
4 7 (4.96%) Billing
4 7 (4.96%) Retail
5 2 (1.42%) Advertising
5 2 (1.42%) Investment Banking
6 1 (0.71%) Front Office
6 1 (0.71%) Italian Language
6 1 (0.71%) Spanish Language
Job Titles
1 52 (36.88%) Analyst
2 29 (20.57%) Developer
3 19 (13.48%) Data Analyst
4 18 (12.77%) SQL Analyst
5 16 (11.35%) SQL Developer
6 14 (9.93%) Business Analyst
6 14 (9.93%) SSIS Developer
7 13 (9.22%) Administrator
7 13 (9.22%) Consultant
8 12 (8.51%) Business Intelligence Analyst
9 11 (7.80%) Business Intelligence Developer
10 10 (7.09%) Architect
10 10 (7.09%) SQL Data Analyst
10 10 (7.09%) SSRS Developer
11 9 (6.38%) Business Intelligence Business Analyst
11 9 (6.38%) Data Quality Analyst
12 8 (5.67%) Data Architect
12 8 (5.67%) Senior Analyst
12 8 (5.67%) Senior Consultant
12 8 (5.67%) UML Business Analyst
Libraries, Frameworks & Software Standards
1 18 (12.77%) MDX
2 16 (11.35%) .NET
3 6 (4.26%) COM
4 3 (2.13%) XML
5 2 (1.42%) Web Services
6 1 (0.71%) D3.js
6 1 (0.71%) FIX Protocol
6 1 (0.71%) FusionCharts
6 1 (0.71%) JSON
6 1 (0.71%) LAMP
6 1 (0.71%) Mason
6 1 (0.71%) Regular Expression
6 1 (0.71%) REST
6 1 (0.71%) SOAP
Miscellaneous
1 36 (25.53%) Analytical Skills
2 27 (19.15%) Visualisation
3 20 (14.18%) Management Information System
4 16 (11.35%) Data Integration
5 12 (8.51%) Data Protection Act
6 11 (7.80%) Replication
7 10 (7.09%) Derivative
8 7 (4.96%) Data Extraction
8 7 (4.96%) Equities
8 7 (4.96%) Mathematics
8 7 (4.96%) OTC Derivatives
9 6 (4.26%) Computer Science
9 6 (4.26%) Foreign Exchange (FX)
10 5 (3.55%) Data Structures
10 5 (3.55%) Reference Data
11 4 (2.84%) Data Centre
11 4 (2.84%) Economics
11 4 (2.84%) Fixed Income
11 4 (2.84%) Statistics
11 4 (2.84%) Swaptions
Operating Systems
1 3 (2.13%) Linux
1 3 (2.13%) Unix
Processes & Methodologies
1 70 (49.65%) Business Intelligence
2 47 (33.33%) Data Management
3 45 (31.91%) Analytics
4 41 (29.08%) ETL
5 37 (26.24%) Data Modelling
6 31 (21.99%) Kimball Methodology
7 29 (20.57%) Agile Software Development
8 27 (19.15%) Data Analysis
9 21 (14.89%) Data Architecture
10 20 (14.18%) Data Analytics
11 19 (13.48%) Master Data Management
11 19 (13.48%) Stakeholder Management
12 18 (12.77%) CRM
13 16 (11.35%) Data Cleansing
13 16 (11.35%) Data Governance
13 16 (11.35%) Validation
14 14 (9.93%) Migration
15 13 (9.22%) Data Protection
15 13 (9.22%) UML
16 12 (8.51%) Information Management
Programming Languages
1 83 (58.87%) SQL
2 33 (23.40%) T-SQL
3 18 (12.77%) C#
4 17 (12.06%) VBA
5 15 (10.64%) Data Analysis Expressions (DAX)
6 13 (9.22%) VB
7 5 (3.55%) Perl
7 5 (3.55%) Python
8 2 (1.42%) Java
8 2 (1.42%) PL/SQL
8 2 (1.42%) R
9 1 (0.71%) Apex Code
9 1 (0.71%) C
9 1 (0.71%) JavaScript
9 1 (0.71%) PHP
9 1 (0.71%) SOQL
9 1 (0.71%) SOSL
Qualifications
1 15 (10.64%) Degree
2 4 (2.84%) SAS Certification
3 2 (1.42%) ISEB
3 2 (1.42%) ISTQB
3 2 (1.42%) ITIL Certification
4 1 (0.71%) ACCA
4 1 (0.71%) CIMA
4 1 (0.71%) CIPFA
4 1 (0.71%) DV Cleared
4 1 (0.71%) MBA
4 1 (0.71%) SC Cleared
4 1 (0.71%) Security Cleared
Quality Assurance & Compliance
1 16 (11.35%) QA
2 6 (4.26%) SLA
2 6 (4.26%) Solvency II
2 6 (4.26%) SSAE 16
3 1 (0.71%) PCI DSS
Systems Management
1 1 (0.71%) HP Quality Center
Vendors
1 51 (36.17%) Microsoft
2 31 (21.99%) Tableau
3 15 (10.64%) Oracle
3 15 (10.64%) Salesforce.com
4 11 (7.80%) Informatica
5 5 (3.55%) Ab Initio
5 5 (3.55%) Teradata
6 3 (2.13%) CA
6 3 (2.13%) Charles River
6 3 (2.13%) Cognos
6 3 (2.13%) IBM
6 3 (2.13%) MapR
6 3 (2.13%) SAP
7 2 (1.42%) Netezza
7 2 (1.42%) TIBCO
8 1 (0.71%) Epiphany
8 1 (0.71%) Hyperion
8 1 (0.71%) InterSystems
8 1 (0.71%) NetSuite
8 1 (0.71%) Sybase
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 2 days ago
City, London
Harris Rubbert Associates
Salary: Up to £80,000 per annum + Bonus + Benefits
Posted: 4 days ago
City of London
Streamline Connections Ltd
Salary: £55000 - £60000.00 per annum + Benefits
Posted: 7 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 13 days ago
City Of London
HFG
Salary: £65000 - £75000 per annum
Posted: 14 days ago
City of London
Churchill Frank International
Salary: £45000 - £62000 per annum + competitive benefits package
Posted: 21 days ago
City of London
Eligo Recruitment
Salary: £50000 - £60000 per annum + Excellent Benifits
Posted: 20 days ago