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 3 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 180 243 232
Rank change year-on-year
+63 -11
Permanent jobs citing Data Quality 83 79 116
As % of all permanent IT jobs located in the City of London 1.19% 0.76% 0.91%
As % of the Quality Assurance & Compliance category 10.31% 6.24% 7.47%
Number of salaries quoted 76 73 97
Median salary £52,500 £60,000 £60,000
Median salary % change year-on-year
-12.50% -
90% offered a salary of more than £40,000 £44,500 £42,500
10% offered a salary of more than £75,000 £84,000 £90,000
UK excluding London median salary £45,000 £43,500 £45,000
% change year-on-year
+3.44% -3.33%
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
805 1266 1552
As % of all permanent IT jobs located in the City of London 11.54% 12.13% 12.24%
Number of salaries quoted 690 1075 1324
Median salary £55,000 £55,000 £55,000
90% offered a salary of more than £39,863 £33,500 £35,000
10% offered a salary of more than £80,000 £77,500 £80,000
UK excluding London median salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +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 3 May 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 3 May 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.

1 149 (73.04%) SQL
2 78 (38.24%) Finance
3 76 (37.25%) Data Warehouse
4 71 (34.80%) Data Management
5 66 (32.35%) SQL Server
6 61 (29.90%) Data Modelling
6 61 (29.90%) Business Intelligence
7 59 (28.92%) Data Analysis
8 52 (25.49%) Analytics
9 49 (24.02%) T-SQL
10 47 (23.04%) SQL Server Reporting Services
11 45 (22.06%) ETL
12 44 (21.57%) MS Excel
13 43 (21.08%) SQL Server Integration Services
14 42 (20.59%) Data Protection
14 42 (20.59%) Data Governance
15 37 (18.14%) Data Architecture
16 36 (17.65%) SQL Server 2008
16 36 (17.65%) SQL Server 2012
16 36 (17.65%) Analytical Skills
17 34 (16.67%) .NET
18 32 (15.69%) Data Protection Act
18 32 (15.69%) SQL Server 2014
19 30 (14.71%) Agile Software Development
20 29 (14.22%) Kimball Methodology
21 28 (13.73%) VBA
21 28 (13.73%) Management Information System
22 26 (12.75%) C#
22 26 (12.75%) Microsoft
22 26 (12.75%) Data Integration

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 21 (10.29%) SAS
2 9 (4.41%) SharePoint
3 2 (0.98%) Apache Spark
3 2 (0.98%) Elasticsearch
4 1 (0.49%) Apache Solr
4 1 (0.49%) FileNet
Applications
1 44 (21.57%) MS Excel
2 7 (3.43%) MS Office
3 4 (1.96%) MS Visio
3 4 (1.96%) SPSS
4 1 (0.49%) MS PowerPoint
4 1 (0.49%) Spreadsheet
Business Applications
1 3 (1.47%) Maximo
2 1 (0.49%) MetaTrader
Cloud Services
1 3 (1.47%) Amazon AWS
2 1 (0.49%) SaaS
Database & Business Intelligence
1 76 (37.25%) Data Warehouse
2 66 (32.35%) SQL Server
3 47 (23.04%) SQL Server Reporting Services
4 43 (21.08%) SQL Server Integration Services
5 36 (17.65%) SQL Server 2008
5 36 (17.65%) SQL Server 2012
6 32 (15.69%) SQL Server 2014
7 23 (11.27%) Relational Database
8 20 (9.80%) BusinessObjects
9 19 (9.31%) Data Mining
10 18 (8.82%) Hadoop
11 15 (7.35%) Data Mart
12 12 (5.88%) Big Data
13 9 (4.41%) Amazon Redshift
13 9 (4.41%) QlikView
14 8 (3.92%) PowerPivot
14 8 (3.92%) SAS EBI
14 8 (3.92%) SQL Server Analysis Services
15 7 (3.43%) MongoDB
15 7 (3.43%) RDBMS
Development Applications
1 3 (1.47%) JIRA
1 3 (1.47%) SQL Server Management Studio (SSMS)
2 2 (0.98%) Eclipse
2 2 (0.98%) Talend Open Studio
3 1 (0.49%) ERwin
General
1 78 (38.24%) Finance
2 20 (9.80%) Back Office
3 17 (8.33%) Banking
4 13 (6.37%) Retail
5 10 (4.90%) Front Office
5 10 (4.90%) Legal
6 8 (3.92%) Billing
6 8 (3.92%) Marketing
7 6 (2.94%) Financial Institution
8 2 (0.98%) Law
9 1 (0.49%) Advertising
9 1 (0.49%) Manufacturing
9 1 (0.49%) Telecoms
Job Titles
1 68 (33.33%) Analyst
2 60 (29.41%) Developer
3 37 (18.14%) SQL Developer
4 34 (16.67%) Data Analyst
5 24 (11.76%) SSIS Developer
5 24 (11.76%) SSRS Developer
6 21 (10.29%) Architect
7 19 (9.31%) Data Manager
8 18 (8.82%) SQL Analyst
9 14 (6.86%) Data Architect
10 12 (5.88%) Enterprise Architect
11 10 (4.90%) Data Engineer
12 9 (4.41%) Business Intelligence Analyst
13 8 (3.92%) Administrator
13 8 (3.92%) Business Analyst
13 8 (3.92%) SAS Administrator
14 7 (3.43%) Business Intelligence Developer
14 7 (3.43%) Excel Analyst
14 7 (3.43%) Report Analyst
14 7 (3.43%) Web Engineer
Libraries, Frameworks & Software Standards
1 34 (16.67%) .NET
2 12 (5.88%) MDX
3 7 (3.43%) CSS
3 7 (3.43%) HTML
4 3 (1.47%) D3.js
4 3 (1.47%) Web Services
5 2 (0.98%) Java EE
5 2 (0.98%) Kafka
5 2 (0.98%) REST
5 2 (0.98%) SOAP
5 2 (0.98%) XML
6 1 (0.49%) CGI
Miscellaneous
1 36 (17.65%) Analytical Skills
2 32 (15.69%) Data Protection Act
3 28 (13.73%) Management Information System
4 26 (12.75%) Data Integration
5 24 (11.76%) Visualisation
6 17 (8.33%) Computer Science
7 16 (7.84%) Data Structures
8 11 (5.39%) Reference Data
9 6 (2.94%) Data Extraction
9 6 (2.94%) Derivative
9 6 (2.94%) Equities
9 6 (2.94%) Foreign Exchange (FX)
9 6 (2.94%) Mathematics
10 4 (1.96%) Swaptions
11 3 (1.47%) Algorithms
11 3 (1.47%) Taxonomies
12 2 (0.98%) EMV
12 2 (0.98%) Enterprise Software
12 2 (0.98%) EPoS
12 2 (0.98%) Fixed Income
Operating Systems
1 8 (3.92%) Linux
2 5 (2.45%) Unix
Processes & Methodologies
1 71 (34.80%) Data Management
2 61 (29.90%) Business Intelligence
2 61 (29.90%) Data Modelling
3 59 (28.92%) Data Analysis
4 52 (25.49%) Analytics
5 45 (22.06%) ETL
6 42 (20.59%) Data Governance
6 42 (20.59%) Data Protection
7 37 (18.14%) Data Architecture
8 30 (14.71%) Agile Software Development
9 29 (14.22%) Kimball Methodology
10 22 (10.78%) Asset Management
11 16 (7.84%) Data Visualisation
11 16 (7.84%) Master Data Management
12 14 (6.86%) Information Management
12 14 (6.86%) Stakeholder Management
13 12 (5.88%) Data Acquisition
14 11 (5.39%) Data Analytics
14 11 (5.39%) Project Management
15 10 (4.90%) Portfolio Management
Programming Languages
1 149 (73.04%) SQL
2 49 (24.02%) T-SQL
3 28 (13.73%) VBA
4 26 (12.75%) C#
5 24 (11.76%) VB
6 14 (6.86%) Python
6 14 (6.86%) R
7 13 (6.37%) Java
8 7 (3.43%) Data Analysis Expressions (DAX)
9 5 (2.45%) C
10 4 (1.96%) PHP
11 3 (1.47%) Scala
12 2 (0.98%) C++
12 2 (0.98%) Perl
12 2 (0.98%) PL/SQL
12 2 (0.98%) SAS Macro
12 2 (0.98%) SOQL
12 2 (0.98%) SOSL
13 1 (0.49%) HiveQL
13 1 (0.49%) JavaScript
Qualifications
1 19 (9.31%) Degree
2 8 (3.92%) SAS Certification
3 3 (1.47%) ITIL Certification
4 1 (0.49%) ACCA
4 1 (0.49%) CIMA
4 1 (0.49%) MBA
Quality Assurance & Compliance
1 16 (7.84%) QA
2 6 (2.94%) Solvency II
2 6 (2.94%) SSAE 16
3 4 (1.96%) CRD IV
3 4 (1.96%) EMIR
3 4 (1.96%) MiFID
4 2 (0.98%) PCI DSS
5 1 (0.49%) SLA
Systems Management
1 1 (0.49%) EMC NetWorker
Vendors
1 26 (12.75%) Microsoft
2 19 (9.31%) Oracle
2 19 (9.31%) Tableau
3 13 (6.37%) Informatica
4 8 (3.92%) IBM
5 7 (3.43%) Teradata
6 5 (2.45%) Ab Initio
6 5 (2.45%) EXASOL
6 5 (2.45%) InterSystems
6 5 (2.45%) Salesforce.com
7 2 (0.98%) Alteryx
7 2 (0.98%) Jaspersoft
7 2 (0.98%) MapR
7 2 (0.98%) Netezza
7 2 (0.98%) Sybase
7 2 (0.98%) Talend
7 2 (0.98%) TIBCO
8 1 (0.49%) Embarcadero
8 1 (0.49%) Hortonworks
City, London
Cognizant
Posted: 1 hour ago
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Salary: £50000 - £70000 per annum + Pension, Bonus
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