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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Quality
Rank 177 167 221
Rank change year-on-year
-10 +54
Permanent jobs citing Data Quality 70 131 98
As % of all permanent IT jobs located in the City of London 1.18% 1.53% 0.86%
As % of the Quality Assurance & Compliance category 10.26% 12.93% 7.86%
Number of salaries quoted 63 114 74
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £40,000 £37,800 £30,500
10% offered a salary of more than £80,000 £85,000 £77,500
UK excluding London median salary £45,000 £45,000 £46,500
% change year-on-year
- -3.22%
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
682 1013 1247
As % of all permanent IT jobs located in the City of London 11.46% 11.87% 10.92%
Number of salaries quoted 608 840 1023
Median salary £57,500 £58,000 £55,000
Median salary % change year-on-year
-0.86% +5.45%
90% offered a salary of more than £33,000 £37,000 £35,000
10% offered a salary of more than £80,000 £80,000 £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 30 September 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 30 September 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 84 (58.74%) SQL
2 77 (53.85%) Business Intelligence
3 62 (43.36%) Microsoft
4 55 (38.46%) SQL Server
4 55 (38.46%) Data Management
5 53 (37.06%) Data Warehouse
6 49 (34.27%) Analytics
7 48 (33.57%) Finance
7 48 (33.57%) ETL
8 44 (30.77%) SQL Server Reporting Services
9 41 (28.67%) MS Excel
10 39 (27.27%) SQL Server Integration Services
11 35 (24.48%) Data Modelling
12 32 (22.38%) Data Analysis
13 31 (21.68%) Visualisation
13 31 (21.68%) Kimball Methodology
13 31 (21.68%) Tableau
14 30 (20.98%) Analytical Skills
15 28 (19.58%) Agile Software Development
15 28 (19.58%) T-SQL
16 23 (16.08%) Legal
16 23 (16.08%) Stakeholder Management
16 23 (16.08%) Master Data Management
17 20 (13.99%) Data Analytics
17 20 (13.99%) Power BI
18 19 (13.29%) Data Governance
19 18 (12.59%) CRM
19 18 (12.59%) Data Cleansing
20 17 (11.89%) Data Architecture
20 17 (11.89%) Salesforce.com

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 16 (11.19%) SharePoint
2 3 (2.10%) SAS
3 1 (0.70%) Apache
3 1 (0.70%) Apache Spark
3 1 (0.70%) SharePoint 2013
Applications
1 41 (28.67%) MS Excel
2 6 (4.20%) MS Office
3 4 (2.80%) MS PowerPoint
3 4 (2.80%) MS Visio
4 1 (0.70%) MS Project
Business Applications
1 7 (4.90%) Salesforce.com CRM
2 3 (2.10%) Cognos Business Intelligence
2 3 (2.10%) Dynamics CRM
3 1 (0.70%) HFM
3 1 (0.70%) Hyperion Planning
3 1 (0.70%) Maximo
3 1 (0.70%) Oracle AML
Cloud Services
1 3 (2.10%) Microsoft Azure
2 2 (1.40%) Amazon AWS
Database & Business Intelligence
1 55 (38.46%) SQL Server
2 53 (37.06%) Data Warehouse
3 44 (30.77%) SQL Server Reporting Services
4 39 (27.27%) SQL Server Integration Services
5 20 (13.99%) Power BI
6 17 (11.89%) SQL Server 2012
7 15 (10.49%) SQL Server 2014
8 14 (9.79%) Relational Database
8 14 (9.79%) SQL Server Analysis Services
9 13 (9.09%) Hadoop
9 13 (9.09%) PowerPivot
10 11 (7.69%) QlikView
11 10 (6.99%) SQL Server 2008
12 9 (6.29%) Big Data
12 9 (6.29%) BusinessObjects
12 9 (6.29%) MySQL
12 9 (6.29%) OLAP
13 7 (4.90%) Microsoft Analysis Services
14 6 (4.20%) Data Mining
15 5 (3.50%) RDBMS
Development Applications
1 4 (2.80%) Eclipse
2 3 (2.10%) ERwin
2 3 (2.10%) JIRA
3 2 (1.40%) Team Foundation Server
4 1 (0.70%) Git (software)
4 1 (0.70%) SQL Server Management Studio (SSMS)
4 1 (0.70%) Subversion
4 1 (0.70%) TestDirector
General
1 48 (33.57%) Finance
2 23 (16.08%) Legal
3 11 (7.69%) Marketing
4 8 (5.59%) Banking
4 8 (5.59%) Retail
5 7 (4.90%) Billing
6 2 (1.40%) Investment Banking
7 1 (0.70%) Advertising
7 1 (0.70%) Corporate Banking
7 1 (0.70%) Financial Institution
7 1 (0.70%) Front Office
7 1 (0.70%) Italian Language
7 1 (0.70%) Spanish Language
Job Titles
1 49 (34.27%) Analyst
2 28 (19.58%) Developer
3 23 (16.08%) Data Analyst
4 15 (10.49%) Consultant
5 14 (9.79%) SQL Developer
6 13 (9.09%) Business Analyst
6 13 (9.09%) Data Quality Analyst
7 12 (8.39%) Business Intelligence Developer
7 12 (8.39%) SQL Analyst
7 12 (8.39%) SSIS Developer
8 11 (7.69%) Business Intelligence Analyst
9 10 (6.99%) Architect
9 10 (6.99%) Senior Consultant
10 9 (6.29%) Administrator
10 9 (6.29%) SQL Data Analyst
11 8 (5.59%) Business Manager
11 8 (5.59%) Data Architect
11 8 (5.59%) Quality Analyst
11 8 (5.59%) Senior Analyst
11 8 (5.59%) SSRS Developer
Libraries, Frameworks & Software Standards
1 14 (9.79%) MDX
2 12 (8.39%) .NET
3 6 (4.20%) COM
4 2 (1.40%) Web Services
4 2 (1.40%) XML
5 1 (0.70%) CSS
5 1 (0.70%) D3.js
5 1 (0.70%) FIX Protocol
5 1 (0.70%) FusionCharts
5 1 (0.70%) HTML
5 1 (0.70%) jQuery
5 1 (0.70%) JSON
5 1 (0.70%) LAMP
5 1 (0.70%) Mason
5 1 (0.70%) Middleware
5 1 (0.70%) Regular Expression
Miscellaneous
1 31 (21.68%) Visualisation
2 30 (20.98%) Analytical Skills
3 17 (11.89%) Management Information System
4 14 (9.79%) Data Integration
5 13 (9.09%) Replication
6 10 (6.99%) Data Protection Act
7 8 (5.59%) Reference Data
8 7 (4.90%) Computer Science
8 7 (4.90%) Data Extraction
9 6 (4.20%) Derivative
10 4 (2.80%) Data Centre
10 4 (2.80%) Fixed Income
10 4 (2.80%) Statistics
11 3 (2.10%) Economics
11 3 (2.10%) Equities
11 3 (2.10%) Mathematics
11 3 (2.10%) N-Tier
11 3 (2.10%) OTC Derivatives
12 2 (1.40%) Foreign Exchange (FX)
12 2 (1.40%) Swaptions
Operating Systems
1 2 (1.40%) Linux
1 2 (1.40%) Unix
2 1 (0.70%) Windows
Processes & Methodologies
1 77 (53.85%) Business Intelligence
2 55 (38.46%) Data Management
3 49 (34.27%) Analytics
4 48 (33.57%) ETL
5 35 (24.48%) Data Modelling
6 32 (22.38%) Data Analysis
7 31 (21.68%) Kimball Methodology
8 28 (19.58%) Agile Software Development
9 23 (16.08%) Master Data Management
9 23 (16.08%) Stakeholder Management
10 20 (13.99%) Data Analytics
11 19 (13.29%) Data Governance
12 18 (12.59%) CRM
12 18 (12.59%) Data Cleansing
13 17 (11.89%) Data Architecture
13 17 (11.89%) Migration
14 16 (11.19%) Validation
15 14 (9.79%) Performance Tuning
16 13 (9.09%) Data Protection
16 13 (9.09%) Data Visualisation
Programming Languages
1 84 (58.74%) SQL
2 28 (19.58%) T-SQL
3 17 (11.89%) C#
4 14 (9.79%) VBA
5 12 (8.39%) Data Analysis Expressions (DAX)
6 11 (7.69%) VB
7 6 (4.20%) Python
8 5 (3.50%) Perl
9 2 (1.40%) JavaScript
9 2 (1.40%) PHP
9 2 (1.40%) R
10 1 (0.70%) Apex Code
10 1 (0.70%) C
10 1 (0.70%) Java
10 1 (0.70%) PowerShell
10 1 (0.70%) Scala
10 1 (0.70%) VB.NET
Qualifications
1 15 (10.49%) Degree
2 2 (1.40%) ISEB
2 2 (1.40%) ISTQB
2 2 (1.40%) ITIL Certification
3 1 (0.70%) ACCA
3 1 (0.70%) CIMA
3 1 (0.70%) CIPFA
3 1 (0.70%) DV Cleared
3 1 (0.70%) SC Cleared
3 1 (0.70%) Security Cleared
Quality Assurance & Compliance
1 14 (9.79%) QA
2 7 (4.90%) SLA
3 2 (1.40%) Solvency II
3 2 (1.40%) SSAE 16
Systems Management
1 1 (0.70%) HP Quality Center
Vendors
1 62 (43.36%) Microsoft
2 31 (21.68%) Tableau
3 17 (11.89%) Salesforce.com
4 12 (8.39%) Oracle
5 10 (6.99%) Informatica
6 6 (4.20%) Ab Initio
7 5 (3.50%) Teradata
8 4 (2.80%) SAP
9 3 (2.10%) CA
9 3 (2.10%) Charles River
9 3 (2.10%) Cognos
9 3 (2.10%) IBM
9 3 (2.10%) MapR
10 2 (1.40%) Netezza
11 1 (0.70%) Epicor
11 1 (0.70%) Epiphany
11 1 (0.70%) Infor
11 1 (0.70%) NetSuite
11 1 (0.70%) Sitecore
11 1 (0.70%) Trillium
City, London
Harris Rubbert Associates
Salary: £80,000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
HFG
Salary: £35000 - £45000 per annum
Posted: 2 days ago
City, London
Best Practice Talent Solutions
Salary: From £25,000 to £35,000 per annum depending on experience and aptitude
Posted: 3 days ago
City, London
Asset Resourcing Ltd
Salary: £35000 - £36000 per annum + Brand new offices + Full Benefits
Posted: 2 days ago
City, London
HAYS INFORMATION TECHNOLOGY
Salary: £75000.00 - £90000.00 per annum + bonus
Posted: 2 days ago
City, London
Spencer Rose
Salary: From £45,000 to £50,000 per annum
Posted: 3 days ago
City, London
Crimson Ltd
Salary: £24000 - £26000 per annum
Posted: 3 days ago
City of London
Mason Frank International
Posted: 3 days ago
City of London
Lawrence Harvey
Salary: £50000.00 - £60000.00 per annum + Gym, Travel Loan, Pension
Posted: 23 days ago
City, London
Bloomberg
Posted: 23 days ago
City, London
Harrington Starr
Salary: £50000 - £80000 per annum + bonus + benefits
Posted: 4 days ago