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 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 157 177 224
Rank change year-on-year
+20 +47
Permanent jobs citing Data Quality 73 84 109
As % of all permanent IT jobs located in the City of London 1.37% 1.22% 0.98%
As % of the Quality Assurance & Compliance category 10.70% 11.07% 8.80%
Number of salaries quoted 67 76 98
Median salary £55,000 £55,000 £60,000
Median salary % change year-on-year
- -8.33%
90% offered a salary of more than £35,000 £43,500 £36,750
10% offered a salary of more than £95,000 £85,000 £88,250
UK excluding London median salary £45,000 £45,000 £45,000
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
682 759 1238
As % of all permanent IT jobs located in the City of London 12.84% 10.98% 11.15%
Number of salaries quoted 607 649 1102
Median salary £55,000 £57,500 £55,000
Median salary % change year-on-year
-4.34% +4.54%
90% offered a salary of more than £37,500 £40,000 £35,000
10% offered a salary of more than £80,000 £85,000 £85,000
UK excluding London median salary £45,000 £44,000 £41,000
% change year-on-year
+2.27% +7.31%

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 4 December 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 4 December 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 78 (56.12%) Business Intelligence
2 71 (51.08%) SQL
3 67 (48.20%) Data Management
4 66 (47.48%) Microsoft
5 65 (46.76%) Finance
6 48 (34.53%) Data Warehouse
6 48 (34.53%) ETL
7 41 (29.50%) Analytics
8 37 (26.62%) SQL Server
8 37 (26.62%) MS Excel
9 36 (25.90%) Data Analysis
10 32 (23.02%) Data Modelling
11 31 (22.30%) SQL Server Integration Services
12 30 (21.58%) Data Governance
13 29 (20.86%) SQL Server Reporting Services
14 26 (18.71%) Visualisation
15 25 (17.99%) Master Data Management
16 24 (17.27%) Analytical Skills
17 23 (16.55%) Legal
18 21 (15.11%) Tableau
19 20 (14.39%) Reference Data
19 20 (14.39%) Power BI
20 19 (13.67%) Kimball Methodology
21 18 (12.95%) Salesforce.com
22 17 (12.23%) Migration
23 16 (11.51%) Data Analytics
24 15 (10.79%) Data Cleansing
24 15 (10.79%) Agile Software Development
24 15 (10.79%) MySQL
25 14 (10.07%) CRM

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 14 (10.07%) SharePoint
2 2 (1.44%) Apache Spark
3 1 (0.72%) Apache
3 1 (0.72%) Apache Pig
3 1 (0.72%) Elasticsearch
3 1 (0.72%) SAS
3 1 (0.72%) SharePoint 2013
Applications
1 37 (26.62%) MS Excel
2 5 (3.60%) MS Office
2 5 (3.60%) MS PowerPoint
3 4 (2.88%) Spreadsheet
4 3 (2.16%) MS Visio
5 1 (0.72%) MS Project
Business Applications
1 7 (5.04%) Salesforce.com CRM
2 3 (2.16%) Cognos Business Intelligence
2 3 (2.16%) Dynamics CRM
2 3 (2.16%) Markit EDM
3 1 (0.72%) HFM
3 1 (0.72%) Hyperion Planning
3 1 (0.72%) Oracle AML
3 1 (0.72%) PeopleSoft HRMS
3 1 (0.72%) SAP ERP
Cloud Services
1 7 (5.04%) Microsoft Azure
2 5 (3.60%) Amazon AWS
3 2 (1.44%) SuccessFactors
Communications & Networking
1 1 (0.72%) LAN
1 1 (0.72%) WAN
Database & Business Intelligence
1 48 (34.53%) Data Warehouse
2 37 (26.62%) SQL Server
3 31 (22.30%) SQL Server Integration Services
4 29 (20.86%) SQL Server Reporting Services
5 20 (14.39%) Power BI
6 15 (10.79%) MySQL
7 13 (9.35%) Relational Database
8 11 (7.91%) Hadoop
9 10 (7.19%) Big Data
9 10 (7.19%) QlikView
10 9 (6.47%) PowerPivot
11 8 (5.76%) Data Mining
11 8 (5.76%) Microsoft Analysis Services
12 7 (5.04%) BusinessObjects
12 7 (5.04%) SQL Server 2012
12 7 (5.04%) SQL Server Analysis Services
13 6 (4.32%) Enterprise Data Warehouse
14 5 (3.60%) MS Access
15 4 (2.88%) SQL Server 2014
16 3 (2.16%) SQL Server 2016
Development Applications
1 4 (2.88%) JIRA
2 3 (2.16%) ERwin
2 3 (2.16%) Git (software)
2 3 (2.16%) Team Foundation Server
3 1 (0.72%) SQL Server Management Studio (SSMS)
General
1 65 (46.76%) Finance
2 23 (16.55%) Legal
3 13 (9.35%) Retail
4 11 (7.91%) Banking
5 8 (5.76%) Marketing
6 6 (4.32%) Billing
7 5 (3.60%) Law
8 2 (1.44%) Front Office
9 1 (0.72%) Advertising
9 1 (0.72%) Automotive
9 1 (0.72%) Corporate Banking
9 1 (0.72%) Financial Institution
Job Titles
1 44 (31.65%) Analyst
2 27 (19.42%) Data Analyst
3 15 (10.79%) Developer
4 13 (9.35%) Consultant
5 12 (8.63%) Data Quality Analyst
6 11 (7.91%) Administrator
7 10 (7.19%) Business Analyst
7 10 (7.19%) Head of Data Quality
8 9 (6.47%) Senior Consultant
8 9 (6.47%) SQL Server Consultant
9 8 (5.76%) Architect
9 8 (5.76%) Business Intelligence Lead
9 8 (5.76%) Quality Analyst
10 7 (5.04%) Business Intelligence Analyst
10 7 (5.04%) Business Manager
10 7 (5.04%) Data Manager
10 7 (5.04%) DBA
10 7 (5.04%) Salesforce Administrator
11 6 (4.32%) Senior Analyst
11 6 (4.32%) Team Leader
Libraries, Frameworks & Software Standards
1 10 (7.19%) MDX
2 5 (3.60%) .NET
2 5 (3.60%) COM
3 4 (2.88%) Web Services
4 3 (2.16%) CSS
4 3 (2.16%) HTML
4 3 (2.16%) jQuery
4 3 (2.16%) Mason
5 2 (1.44%) FIX Protocol
6 1 (0.72%) D3.js
6 1 (0.72%) FusionCharts
6 1 (0.72%) JSON
6 1 (0.72%) Kafka
6 1 (0.72%) LAMP
6 1 (0.72%) Middleware
6 1 (0.72%) XML
Miscellaneous
1 26 (18.71%) Visualisation
2 24 (17.27%) Analytical Skills
3 20 (14.39%) Reference Data
4 13 (9.35%) Management Information System
4 13 (9.35%) Replication
5 10 (7.19%) Data Integration
6 4 (2.88%) Computer Science
6 4 (2.88%) Reinsurance
6 4 (2.88%) Statistics
7 3 (2.16%) Data Centre
7 3 (2.16%) Derivative
7 3 (2.16%) Economics
7 3 (2.16%) Fixed Income
7 3 (2.16%) Mathematics
7 3 (2.16%) N-Tier
8 2 (1.44%) Data Structures
8 2 (1.44%) User Experience
8 2 (1.44%) Virtual Team
9 1 (0.72%) FMCG
9 1 (0.72%) Performance Metrics
Operating Systems
1 3 (2.16%) Windows
2 2 (1.44%) Linux
2 2 (1.44%) Unix
Processes & Methodologies
1 78 (56.12%) Business Intelligence
2 67 (48.20%) Data Management
3 48 (34.53%) ETL
4 41 (29.50%) Analytics
5 36 (25.90%) Data Analysis
6 32 (23.02%) Data Modelling
7 30 (21.58%) Data Governance
8 25 (17.99%) Master Data Management
9 19 (13.67%) Kimball Methodology
10 17 (12.23%) Migration
11 16 (11.51%) Data Analytics
12 15 (10.79%) Agile Software Development
12 15 (10.79%) Data Cleansing
13 14 (10.07%) CRM
14 13 (9.35%) Quality Management
14 13 (9.35%) Stakeholder Management
15 12 (8.63%) Data Architecture
15 12 (8.63%) Metadata Management
16 11 (7.91%) Data Protection
16 11 (7.91%) Information Management
Programming Languages
1 71 (51.08%) SQL
2 11 (7.91%) C#
2 11 (7.91%) T-SQL
2 11 (7.91%) VBA
3 9 (6.47%) Data Analysis Expressions (DAX)
4 7 (5.04%) Python
5 5 (3.60%) PowerShell
6 4 (2.88%) Perl
6 4 (2.88%) PHP
7 3 (2.16%) JavaScript
7 3 (2.16%) VB.NET
8 2 (1.44%) Java
8 2 (1.44%) Scala
9 1 (0.72%) Bash Shell
9 1 (0.72%) C++
9 1 (0.72%) MATLAB
9 1 (0.72%) R
9 1 (0.72%) VB
Qualifications
1 14 (10.07%) Degree
2 1 (0.72%) PhD
Quality Assurance & Compliance
1 10 (7.19%) QA
1 10 (7.19%) SLA
System Software
1 1 (0.72%) Virtual Desktop
Vendors
1 66 (47.48%) Microsoft
2 21 (15.11%) Tableau
3 18 (12.95%) Salesforce.com
4 7 (5.04%) Informatica
4 7 (5.04%) Oracle
5 5 (3.60%) Ab Initio
6 3 (2.16%) CA
6 3 (2.16%) Charles River
6 3 (2.16%) Cognos
6 3 (2.16%) IBM
6 3 (2.16%) MapR
6 3 (2.16%) PeopleSoft
6 3 (2.16%) Teradata
7 2 (1.44%) SAP
8 1 (0.72%) Hyperion
8 1 (0.72%) Sitecore
8 1 (0.72%) Trillium
City, London
Best Practice Talent Solutions
Salary: From £27,000 to £47,000 per annum Salary will be given based on experi
Posted: 21 hours ago
City, London
Michael Page International
Salary: £50000 - £55000 per annum + benefits
Posted: Yesterday
City, London
Pioneer Search
Salary: £25000.00 - £29000.00 per annum
Posted: 3 days ago
City, London
Spencer Rose
Salary: From £40,000 to £45,000 per annum
Posted: 2 days ago
City, London
Oliver James Associates
Posted: 2 days ago
City, London
The Bridge Ltd
Salary: From £60,000 to £80,000 per annum Pension Scheme, Life & Medical Insur
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £100,000 + Excellent Package
Posted: 2 days ago
City, London
Experis Ltd
Salary: £65000.00 - £74000.00 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £40,000-£60,000
Posted: 5 days ago
City of London
Mason Frank International
Posted: 4 days ago
City of London
Cognitive Group Ltd
Salary: £55000 - £60000 per annum + Benefits
Posted: 18 days ago