Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Milton Keynes 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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
Buckinghamshire > Milton Keynes
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 102 111 83
Rank change year-on-year +9 -28 +56
Permanent jobs citing Data Quality 28 20 82
As % of all permanent IT jobs advertised in Milton Keynes 1.69% 1.20% 3.04%
As % of the Quality Assurance & Compliance category 11.20% 10.15% 20.35%
Number of salaries quoted 21 17 74
Milton Keynes median annual salary £40,000 £33,000 £41,250
Median salary % change year-on-year +21.21% -20.00% -0.60%
10th Percentile £30,500 £27,400 £30,550
90th Percentile £60,000 £40,800 £50,250
Buckinghamshire median annual salary £47,500 £33,000 £43,000
% change year-on-year +43.94% -23.26% +7.50%

Data Quality is in the Quality Assurance and Compliance category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Milton Keynes with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Milton Keynes
Permanent vacancies with a requirement for quality assurance or compliance skills 250 197 403
As % of all permanent IT jobs advertised in Milton Keynes 15.13% 11.78% 14.94%
Number of salaries quoted 160 154 309
Milton Keynes median annual salary £42,500 £37,500 £42,500
Median salary % change year-on-year +13.33% -11.76% +21.43%
10th Percentile £29,900 £21,750 £26,250
90th Percentile £67,500 £62,500 £60,000
Buckinghamshire median annual salary £40,500 £35,000 £41,250
% change year-on-year +15.71% -15.15% +10.00%

Data Quality
Job Vacancy Trend in Milton Keynes

Job postings citing Data Quality as a percentage of all IT jobs advertised in Milton Keynes.

Job vacancy trend for Data Quality in Milton Keynes

Data Quality
Salary Trend in Milton Keynes

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Quality in Milton Keynes.

Salary trend for Data Quality in Milton Keynes

Data Quality
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing Data Quality in Milton Keynes over the 6 months to 19 November 2017.

Salary histogram for Data Quality in Milton Keynes

For the 6 months to 19 November 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 Milton Keynes region with a requirement for Data Quality.

1 18 (64.29%) SQL
2 12 (42.86%) Data Warehouse
2 12 (42.86%) SDLC
3 11 (39.29%) Relational Database
3 11 (39.29%) Hadoop
3 11 (39.29%) Business Intelligence
3 11 (39.29%) Microsoft
4 10 (35.71%) B2B
4 10 (35.71%) B2C
4 10 (35.71%) ETL
4 10 (35.71%) E-Commerce
4 10 (35.71%) Data Modelling
4 10 (35.71%) OLAP
4 10 (35.71%) Business Analytics
4 10 (35.71%) Analytics
4 10 (35.71%) Analytical Skills
5 9 (32.14%) Data Governance
5 9 (32.14%) Microsoft Excel
5 9 (32.14%) Oracle
5 9 (32.14%) Data Management
6 8 (28.57%) Cognos
6 8 (28.57%) IBM
6 8 (28.57%) Data Integration
7 7 (25.00%) Apache Hive
7 7 (25.00%) SAP
7 7 (25.00%) BusinessObjects
8 6 (21.43%) Microsoft PowerPoint
8 6 (21.43%) Big Data
9 5 (17.86%) Master Data Management
9 5 (17.86%) Metadata Management

Data Quality
Co-occurring IT Skills in Milton Keynes 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 4 (14.29%) SAS
2 3 (10.71%) Confluence
Applications
1 9 (32.14%) Microsoft Excel
2 6 (21.43%) Microsoft PowerPoint
3 3 (10.71%) Microsoft Office
Cloud Services
1 3 (10.71%) GitHub
Database & Business Intelligence
1 12 (42.86%) Data Warehouse
2 11 (39.29%) Hadoop
2 11 (39.29%) Relational Database
3 10 (35.71%) OLAP
4 7 (25.00%) Apache Hive
4 7 (25.00%) BusinessObjects
5 6 (21.43%) Big Data
6 5 (17.86%) NoSQL
6 5 (17.86%) Oracle OLAP
7 4 (14.29%) SQL Server
8 3 (10.71%) Data Mining
8 3 (10.71%) DataStage
8 3 (10.71%) SQL Server Reporting Services
9 2 (7.14%) Data Lake
9 2 (7.14%) Impala
9 2 (7.14%) Power BI
9 2 (7.14%) SQL Server 2008
10 1 (3.57%) Base SAS
10 1 (3.57%) QlikView
10 1 (3.57%) SQL Server Integration Services
Development Applications
1 3 (10.71%) Bitbucket
1 3 (10.71%) JIRA
2 2 (7.14%) Team Foundation Server
General
1 4 (14.29%) Banking
1 4 (14.29%) Dutch Language
1 4 (14.29%) Finance
1 4 (14.29%) French Language
1 4 (14.29%) German Language
1 4 (14.29%) Italian Language
1 4 (14.29%) Spanish Language
2 1 (3.57%) Corporate Banking
2 1 (3.57%) Financial Institution
2 1 (3.57%) Games
2 1 (3.57%) Retail
Job Titles
1 14 (50.00%) Developer
2 10 (35.71%) Report Developer
3 8 (28.57%) Analyst
4 5 (17.86%) Data Analyst
5 4 (14.29%) Cognos Developer
6 3 (10.71%) SQL Developer
7 2 (7.14%) Analyst Developer
7 2 (7.14%) Big Data Manager
7 2 (7.14%) Business Intelligence Developer
7 2 (7.14%) Cognos BI Developer
7 2 (7.14%) Data Manager
7 2 (7.14%) Report Analyst
7 2 (7.14%) SQL BI Developer
8 1 (3.57%) Master Data Analyst
8 1 (3.57%) Salesforce Administrator
8 1 (3.57%) SAS Analyst
8 1 (3.57%) SAS Business Analyst
8 1 (3.57%) SQL Analyst
8 1 (3.57%) SQL Data Analyst
8 1 (3.57%) Systems Developer
Libraries, Frameworks & Software Standards
1 2 (7.14%) .NET
2 1 (3.57%) Flask
2 1 (3.57%) Play Framework
Miscellaneous
1 10 (35.71%) Analytical Skills
2 2 (7.14%) Linux Command Line
3 1 (3.57%) Fintech
3 1 (3.57%) Greenfield Project
3 1 (3.57%) Mainframe
3 1 (3.57%) Management Information System
Operating Systems
1 2 (7.14%) Unix
2 1 (3.57%) Linux
2 1 (3.57%) Windows
Processes & Methodologies
1 12 (42.86%) SDLC
2 11 (39.29%) Business Intelligence
3 10 (35.71%) Analytics
3 10 (35.71%) B2B
3 10 (35.71%) B2C
3 10 (35.71%) Business Analytics
3 10 (35.71%) Data Modelling
3 10 (35.71%) E-Commerce
3 10 (35.71%) ETL
4 9 (32.14%) Data Governance
4 9 (32.14%) Data Management
5 8 (28.57%) Data Integration
6 5 (17.86%) Agile Software Development
6 5 (17.86%) Data Mapping
6 5 (17.86%) Master Data Management
6 5 (17.86%) Metadata Management
7 4 (14.29%) Data Analysis
7 4 (14.29%) Disaster Recovery
7 4 (14.29%) High Availability
7 4 (14.29%) ITIL
Programming Languages
1 18 (64.29%) SQL
2 5 (17.86%) Python
3 4 (14.29%) VBA
4 3 (10.71%) Perl
5 2 (7.14%) PL/SQL
5 2 (7.14%) T-SQL
5 2 (7.14%) VB
6 1 (3.57%) Bash Shell
6 1 (3.57%) C#
6 1 (3.57%) Java
6 1 (3.57%) VB.NET
Qualifications
1 3 (10.71%) Degree
Quality Assurance & Compliance
1 2 (7.14%) SLA
2 1 (3.57%) QA
Vendors
1 11 (39.29%) Microsoft
2 9 (32.14%) Oracle
3 8 (28.57%) Cognos
3 8 (28.57%) IBM
4 7 (25.00%) SAP
5 4 (14.29%) Teradata
6 2 (7.14%) Cloudera
6 2 (7.14%) Genesys
7 1 (3.57%) Remedy
7 1 (3.57%) Salesforce.com