The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Data Quality skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Quality over the 3 months to 27 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
27 Mar 2017
Same period 2016 Same period 2015
Data Quality
London / City of London
Rank 161 154 242
Rank change year-on-year -7 +88  
Permanent jobs citing Data Quality 58 120 80
As % of all permanent IT jobs advertised in the City of London 1.15% 1.69% 0.77%
As % of the Quality Assurance & Compliance category 8.62% 12.13% 6.02%
Number of salaries quoted 52 101 65
Median salary £52,500 £53,500 £57,500
Median salary % change year-on-year -1.86% -6.95%  
90% offered a salary of more than £37,500 £41,500 £41,000
10% offered a salary of more than £77,500 £80,000 £76,500
UK excluding London median salary £42,500 £45,000 £45,000
% change year-on-year -5.55% -  

Data Quality is in the quality assurance and compliance skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
City of London
Permanent job vacancies with a requirement for quality assurance and compliance skills 673 989 1330
As % of all permanent IT job vacancies advertised in the City of London 13.31% 13.94% 12.78%
Number of salaries quoted 626 821 1120
Median salary £59,000 £57,158 £53,500
Median salary % change year-on-year +3.22% +6.83%  
90% offered a salary of more than £37,500 £40,000 £33,500
10% offered a salary of more than £80,000 £82,500 £85,000
UK excluding London median salary £42,500 £44,000 £42,500
% change year-on-year -3.40% +3.52%  

Data Quality
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Data Quality as a proportion of all permanent or contract IT jobs with a match in the Quality Assurance & Compliance category.

Job vacancy trend for Data Quality 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 in the City of London.

Salary trend for Data Quality in the City of London

Data Quality
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Quality in the City of London over the 3 months to 27 March 2017.

Salary histogram for Data Quality in the City of London

Data Quality
Top 30 Related IT Skills in the City of London

For the 6 months to 27 March 2017, 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 68 (54.40%) SQL
2 51 (40.80%) Finance
3 49 (39.20%) Business Intelligence
4 40 (32.00%) Data Management
5 37 (29.60%) Data Warehouse
5 37 (29.60%) Microsoft
6 34 (27.20%) ETL
7 29 (23.20%) Data Governance
8 27 (21.60%) Data Analysis
9 23 (18.40%) MS Excel
10 22 (17.60%) Analytical Skills
11 21 (16.80%) SQL Server
11 21 (16.80%) Data Modelling
11 21 (16.80%) SQL Server Reporting Services
12 20 (16.00%) SQL Server Integration Services
13 19 (15.20%) T-SQL
14 18 (14.40%) Analytics
15 17 (13.60%) Visualisation
16 15 (12.00%) MS Office
17 14 (11.20%) Data Protection
17 14 (11.20%) Reference Data
18 13 (10.40%) Relational Database
19 12 (9.60%) Degree
20 11 (8.80%) Agile Software Development
20 11 (8.80%) Legal
20 11 (8.80%) Change Management
20 11 (8.80%) Salesforce.com
20 11 (8.80%) Big Data
20 11 (8.80%) Continuous Improvement
21 10 (8.00%) Data Visualisation

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 7 (5.60%) SAS
2 6 (4.80%) SharePoint
3 3 (2.40%) Apache
3 3 (2.40%) Apache Spark
4 1 (0.80%) Apache Pig
4 1 (0.80%) Elasticsearch
4 1 (0.80%) Oracle Coherence
Applications
1 23 (18.40%) MS Excel
2 15 (12.00%) MS Office
3 6 (4.80%) MS PowerPoint
4 4 (3.20%) Spreadsheet
5 3 (2.40%) Stata
6 2 (1.60%) SPSS
Business Applications
1 3 (2.40%) Markit EDM
2 1 (0.80%) PeopleSoft HRMS
2 1 (0.80%) Raiser's Edge
2 1 (0.80%) Salesforce.com CRM
2 1 (0.80%) SAP ERP
Cloud Services
1 5 (4.00%) Microsoft Azure
2 3 (2.40%) Amazon AWS
3 2 (1.60%) SuccessFactors
4 1 (0.80%) Google Tag Manager
4 1 (0.80%) SaaS
Communications & Networking
1 1 (0.80%) LAN
1 1 (0.80%) WAN
Database & Business Intelligence
1 37 (29.60%) Data Warehouse
2 21 (16.80%) SQL Server
2 21 (16.80%) SQL Server Reporting Services
3 20 (16.00%) SQL Server Integration Services
4 13 (10.40%) Relational Database
5 11 (8.80%) Big Data
6 10 (8.00%) Hadoop
7 9 (7.20%) MySQL
8 8 (6.40%) Power BI
9 7 (5.60%) QlikView
10 5 (4.00%) SQL Server Analysis Services
11 4 (3.20%) BusinessObjects
12 3 (2.40%) Apache Hive
12 3 (2.40%) Data Mining
13 2 (1.60%) Enterprise Data Warehouse
13 2 (1.60%) Microsoft Analysis Services
13 2 (1.60%) NoSQL
13 2 (1.60%) SAS EBI
13 2 (1.60%) Spotfire
13 2 (1.60%) SQL Server 2012
Development Applications
1 5 (4.00%) JIRA
2 2 (1.60%) Git (software)
2 2 (1.60%) Team Foundation Server
3 1 (0.80%) Eclipse
3 1 (0.80%) ERwin
3 1 (0.80%) SQL Server Management Studio (SSMS)
General
1 51 (40.80%) Finance
2 11 (8.80%) Legal
3 8 (6.40%) Retail
4 7 (5.60%) Law
5 6 (4.80%) Banking
6 5 (4.00%) Front Office
6 5 (4.00%) Marketing
7 3 (2.40%) Military
8 2 (1.60%) Automotive
9 1 (0.80%) French Language
9 1 (0.80%) Games
9 1 (0.80%) Investment Banking
9 1 (0.80%) Music Industry
Job Titles
1 45 (36.00%) Analyst
2 30 (24.00%) Data Analyst
3 20 (16.00%) Developer
4 14 (11.20%) Data Quality Analyst
5 13 (10.40%) Quality Analyst
5 13 (10.40%) SQL Analyst
6 12 (9.60%) Data Manager
6 12 (9.60%) SQL Developer
7 10 (8.00%) Head of Data Quality
8 8 (6.40%) Coordinator
8 8 (6.40%) SSRS Developer
9 7 (5.60%) SSRS Analyst
10 6 (4.80%) Applications Support
10 6 (4.80%) Data Governance Analyst
10 6 (4.80%) Data Governance Manager
10 6 (4.80%) Excel Analyst
10 6 (4.80%) Governance Manager
10 6 (4.80%) SQL Data Analyst
10 6 (4.80%) SSIS Developer
11 5 (4.00%) Quality Manager
Libraries, Frameworks & Software Standards
1 5 (4.00%) FIX Protocol
2 4 (3.20%) Visualforce
3 3 (2.40%) .NET
3 3 (2.40%) HTML
3 3 (2.40%) Mason
4 2 (1.60%) CSS
4 2 (1.60%) jQuery
4 2 (1.60%) Web Services
5 1 (0.80%) COM
5 1 (0.80%) Kafka
5 1 (0.80%) Keras
5 1 (0.80%) Natural Language Processing
5 1 (0.80%) REST
5 1 (0.80%) Spring
5 1 (0.80%) TensorFlow
5 1 (0.80%) Theano
Miscellaneous
1 22 (17.60%) Analytical Skills
2 14 (11.20%) Reference Data
3 9 (7.20%) Management Information System
4 6 (4.80%) Fintech
5 5 (4.00%) Reinsurance
6 3 (2.40%) Credit Risk
7 2 (1.60%) Replication
7 2 (1.60%) User Experience
7 2 (1.60%) Virtual Team
8 1 (0.80%) Data Protection Act
8 1 (0.80%) Data Structures
8 1 (0.80%) NHS
Operating Systems
1 7 (5.60%) Unix
2 2 (1.60%) Windows
Processes & Methodologies
1 49 (39.20%) Business Intelligence
2 40 (32.00%) Data Management
3 34 (27.20%) ETL
4 29 (23.20%) Data Governance
5 27 (21.60%) Data Analysis
6 21 (16.80%) Data Modelling
7 18 (14.40%) Analytics
8 17 (13.60%) Visualisation
9 14 (11.20%) Data Protection
10 11 (8.80%) Agile Software Development
10 11 (8.80%) Change Management
10 11 (8.80%) Continuous Improvement
11 10 (8.00%) Capital Modelling
11 10 (8.00%) Data Visualisation
11 10 (8.00%) Metadata Management
11 10 (8.00%) Quality Management
12 9 (7.20%) Data Cleansing
12 9 (7.20%) Master Data Management
12 9 (7.20%) Validation
13 8 (6.40%) Migration
Programming Languages
1 68 (54.40%) SQL
2 19 (15.20%) T-SQL
3 6 (4.80%) Java
3 6 (4.80%) Python
4 4 (3.20%) C#
4 4 (3.20%) Perl
4 4 (3.20%) PowerShell
4 4 (3.20%) R
4 4 (3.20%) VB
5 3 (2.40%) Scala
5 3 (2.40%) VBA
6 2 (1.60%) JavaScript
6 2 (1.60%) PHP
6 2 (1.60%) Shell Script
6 2 (1.60%) VB.NET
7 1 (0.80%) Bash Shell
7 1 (0.80%) C
7 1 (0.80%) C++
7 1 (0.80%) MATLAB
7 1 (0.80%) PL/SQL
Qualifications
1 12 (9.60%) Degree
2 2 (1.60%) PhD
Quality Assurance & Compliance
1 10 (8.00%) GDPR
2 6 (4.80%) QA
3 4 (3.20%) SLA
4 2 (1.60%) Solvency II
System Software
1 1 (0.80%) Virtual Desktop
Vendors
1 37 (29.60%) Microsoft
2 11 (8.80%) Salesforce.com
3 6 (4.80%) RedGate
4 5 (4.00%) Tableau
5 4 (3.20%) Oracle
6 3 (2.40%) Bloomberg
6 3 (2.40%) Hortonworks
6 3 (2.40%) PeopleSoft
7 2 (1.60%) Ab Initio
7 2 (1.60%) Informatica
7 2 (1.60%) Progress
8 1 (0.80%) Alteryx
8 1 (0.80%) CA
8 1 (0.80%) Google
8 1 (0.80%) IBM
8 1 (0.80%) MapR
8 1 (0.80%) SAP
8 1 (0.80%) Sybase
8 1 (0.80%) Teradata
City, London
TEKsystems
Salary: £50000 - £65000 per annum + bonus, benefits and discount
Posted: Yesterday
City, London
ARC IT Recruitment Ltd
Salary: Circa £55K Plus Bonus & Benefits
Posted: 2 days ago
City, London
I3
Salary: £50000 - £60000 per annum + benefits + bonus
Posted: 6 days ago
City, London
Venturi
Salary: £30000 - £48000 per annum + bonus +Full bens
Posted: 2 days ago
City, London
Experis Ltd
Salary: £65000.00 - £74000.00 per annum + BENEFITS
Posted: 5 days ago
City, London
Quant Capital
Salary: Up to £90,000 per annum Bonus Medical Pension
Posted: 4 days ago
City of London
Mint
Salary: £65000 - £75000 per annum + Excellent
Posted: 13 days ago
City, London
ReThink Recruitment
Posted: 4 days ago
City, London
BT
Salary: From £40,000 to £50,000 per annum 10% bonus, pension, Broadband, Phone
Posted: 16 days ago
City of London
Huxley
Salary: £45000 - £55000 per annum + Package
Posted: 20 days ago
City of London
Huxley
Salary: £45000 - £55000 per annum + Excellent Benefits
Posted: 20 days ago
City of London
Huxley
Salary: £45000 - £75000 per annum + Benefits + Bonus
Posted: 24 days ago