Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
South East > Buckinghamshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 132 158 118
Rank change year-on-year +26 -40 +56
Permanent jobs citing Data Quality 37 20 92
As % of all permanent IT jobs advertised in Buckinghamshire 1.28% 0.64% 2.08%
As % of the Quality Assurance & Compliance category 10.54% 5.54% 15.83%
Number of salaries quoted 27 17 80
Buckinghamshire median annual salary £47,500 £33,000 £43,000
Median salary % change year-on-year +43.94% -23.26% +7.50%
10th Percentile £31,550 £27,400 £31,150
90th Percentile £60,000 £40,800 £57,500
South East median annual salary £52,000 £50,000 £48,500
% change year-on-year +4.00% +3.09% +1.57%

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 Buckinghamshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Buckinghamshire
Permanent vacancies with a requirement for quality assurance or compliance skills 351 361 581
As % of all permanent IT jobs advertised in Buckinghamshire 12.12% 11.60% 13.14%
Number of salaries quoted 235 266 434
Buckinghamshire median annual salary £40,000 £37,500 £41,625
Median salary % change year-on-year +6.67% -9.91% +8.12%
10th Percentile £27,000 £22,125 £22,500
90th Percentile £66,900 £61,750 £62,500
South East median annual salary £45,000 £45,000 £45,000

Data Quality
Job Vacancy Trend in Buckinghamshire

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

Job vacancy trend for Data Quality in Buckinghamshire

Data Quality
Salary Trend in Buckinghamshire

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

Salary trend for Data Quality in Buckinghamshire

Data Quality
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Data Quality in Buckinghamshire over the 6 months to 24 November 2017.

Salary histogram for Data Quality in Buckinghamshire

Data Quality
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Buckinghamshire region over the 6 months to 24 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Milton Keynes +12 29 £40,000 +21.21% 1
Data Quality
South East

For the 6 months to 24 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 Buckinghamshire region with a requirement for Data Quality.

1 20 (54.05%) SQL
2 18 (48.65%) Data Warehouse
3 17 (45.95%) ETL
4 16 (43.24%) Oracle
4 16 (43.24%) Hadoop
5 13 (35.14%) Business Intelligence
5 13 (35.14%) IBM
5 13 (35.14%) SDLC
6 12 (32.43%) Microsoft
7 11 (29.73%) Data Modelling
7 11 (29.73%) Big Data
7 11 (29.73%) Relational Database
7 11 (29.73%) Analytical Skills
8 10 (27.03%) Business Analytics
8 10 (27.03%) Analytics
8 10 (27.03%) E-Commerce
8 10 (27.03%) OLAP
8 10 (27.03%) Microsoft Excel
8 10 (27.03%) B2B
8 10 (27.03%) B2C
9 9 (24.32%) Teradata
9 9 (24.32%) Data Management
9 9 (24.32%) Data Governance
10 8 (21.62%) Dimensional Modelling
10 8 (21.62%) Data Integration
10 8 (21.62%) DataStage
10 8 (21.62%) Cognos
10 8 (21.62%) SAP
11 7 (18.92%) BusinessObjects
11 7 (18.92%) Apache Hive

Data Quality
Co-occurring IT Skills in Buckinghamshire 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 (10.81%) SAS
2 3 (8.11%) Confluence
Applications
1 10 (27.03%) Microsoft Excel
2 6 (16.22%) Microsoft PowerPoint
3 3 (8.11%) Microsoft Office
Business Applications
1 2 (5.41%) NetSuite
Cloud Services
1 3 (8.11%) GitHub
Database & Business Intelligence
1 18 (48.65%) Data Warehouse
2 16 (43.24%) Hadoop
3 11 (29.73%) Big Data
3 11 (29.73%) Relational Database
4 10 (27.03%) OLAP
5 8 (21.62%) DataStage
6 7 (18.92%) Apache Hive
6 7 (18.92%) BusinessObjects
7 6 (16.22%) SQL Server
8 5 (13.51%) NoSQL
8 5 (13.51%) Oracle OLAP
9 4 (10.81%) SQL Server Reporting Services
10 3 (8.11%) Data Mining
10 3 (8.11%) SQL Server 2008
11 2 (5.41%) Data Lake
11 2 (5.41%) Impala
11 2 (5.41%) Power BI
11 2 (5.41%) QlikView
11 2 (5.41%) SQL Server Integration Services
12 1 (2.70%) SQL Server 2016
Development Applications
1 3 (8.11%) Bitbucket
1 3 (8.11%) JIRA
1 3 (8.11%) Team Foundation Server
General
1 4 (10.81%) Banking
1 4 (10.81%) Dutch Language
1 4 (10.81%) Finance
1 4 (10.81%) French Language
1 4 (10.81%) German Language
1 4 (10.81%) Italian Language
1 4 (10.81%) Spanish Language
2 1 (2.70%) Corporate Banking
2 1 (2.70%) Financial Institution
2 1 (2.70%) Games
2 1 (2.70%) Retail
Job Titles
1 20 (54.05%) Developer
2 10 (27.03%) Report Developer
3 8 (21.62%) Analyst
4 5 (13.51%) Data Analyst
4 5 (13.51%) Data Warehouse Developer
4 5 (13.51%) Senior Data Warehouse Developer
4 5 (13.51%) Senior Developer
5 4 (10.81%) Cognos Developer
6 3 (8.11%) Business Intelligence Developer
6 3 (8.11%) SQL Developer
7 2 (5.41%) Analyst Developer
7 2 (5.41%) Applications Specialist
7 2 (5.41%) Big Data Manager
7 2 (5.41%) Cognos BI Developer
7 2 (5.41%) Data Manager
7 2 (5.41%) Report Analyst
7 2 (5.41%) SQL BI Developer
8 1 (2.70%) QlikView Developer
8 1 (2.70%) SAS Business Analyst
8 1 (2.70%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 5 (13.51%) Oracle GoldenGate
2 2 (5.41%) .NET
3 1 (2.70%) Flask
3 1 (2.70%) Play Framework
Miscellaneous
1 11 (29.73%) Analytical Skills
2 2 (5.41%) Linux Command Line
3 1 (2.70%) Fintech
3 1 (2.70%) Greenfield Project
3 1 (2.70%) Mainframe
3 1 (2.70%) Management Information System
Operating Systems
1 2 (5.41%) Unix
2 1 (2.70%) Linux
2 1 (2.70%) Windows
Processes & Methodologies
1 17 (45.95%) ETL
2 13 (35.14%) Business Intelligence
2 13 (35.14%) SDLC
3 11 (29.73%) Data Modelling
4 10 (27.03%) Analytics
4 10 (27.03%) B2B
4 10 (27.03%) B2C
4 10 (27.03%) Business Analytics
4 10 (27.03%) E-Commerce
5 9 (24.32%) Data Governance
5 9 (24.32%) Data Management
6 8 (21.62%) Data Integration
6 8 (21.62%) Dimensional Modelling
7 6 (16.22%) Visualisation
8 5 (13.51%) Agile Software Development
8 5 (13.51%) Continuous Integration
8 5 (13.51%) Data Mapping
8 5 (13.51%) Master Data Management
8 5 (13.51%) Metadata Management
9 4 (10.81%) Data Analysis
Programming Languages
1 20 (54.05%) SQL
2 5 (13.51%) Python
3 4 (10.81%) VBA
4 3 (8.11%) Perl
4 3 (8.11%) T-SQL
5 2 (5.41%) PL/SQL
5 2 (5.41%) VB
6 1 (2.70%) Bash Shell
6 1 (2.70%) C#
6 1 (2.70%) Java
6 1 (2.70%) VB.NET
Qualifications
1 3 (8.11%) Degree
2 1 (2.70%) SC Cleared
2 1 (2.70%) Security Cleared
Quality Assurance & Compliance
1 2 (5.41%) SLA
2 1 (2.70%) QA
Vendors
1 16 (43.24%) Oracle
2 13 (35.14%) IBM
3 12 (32.43%) Microsoft
4 9 (24.32%) Teradata
5 8 (21.62%) Cognos
5 8 (21.62%) SAP
6 2 (5.41%) Cloudera
6 2 (5.41%) Epicor
6 2 (5.41%) Genesys
6 2 (5.41%) IFS
6 2 (5.41%) Infor
6 2 (5.41%) JDA
7 1 (2.70%) Remedy
7 1 (2.70%) Salesforce.com