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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Data Quality
South East / Buckinghamshire
Rank 88 105 121
Rank change year-on-year +17 +16  
Permanent jobs citing Data Quality 18 16 9
As % of all permanent IT jobs advertised in Buckinghamshire 1.28% 0.93% 0.46%
As % of the Quality Assurance & Compliance category 7.86% 7.55% 3.83%
Number of salaries quoted 17 15 8
Median salary £52,000 £35,000 £45,000
Median salary % change year-on-year +48.57% -22.22%  
90% offered a salary of more than £38,000 £32,700 £35,661
10% offered a salary of more than £90,000 £40,000 £60,750
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 Buckinghamshire with a requirement for quality assurance and compliance skills.

Quality Assurance & Compliance Skills
Buckinghamshire
Permanent job vacancies with a requirement for quality assurance and compliance skills 229 212 235
As % of all permanent IT job vacancies advertised in Buckinghamshire 16.33% 12.36% 12.03%
Number of salaries quoted 180 138 167
Median salary £42,500 £40,000 £42,500
Median salary % change year-on-year +6.25% -5.88%  
90% offered a salary of more than £29,800 £27,000 £24,800
10% offered a salary of more than £65,000 £70,000 £59,000
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 Buckinghamshire

The job posting trend of jobs advertised in Buckinghamshire 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 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 3 months to 24 March 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 3 months to 24 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Milton Keynes +5 16 £60,000 +71.42%
High Wycombe - 1 £40,000 -
Data Quality
South East

Data Quality
Top 30 Related IT Skills in Buckinghamshire

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

1 14 (56.00%) Data Warehouse
2 11 (44.00%) Stakeholder Management
3 10 (40.00%) SQL
3 10 (40.00%) Data Architecture
3 10 (40.00%) Hadoop
3 10 (40.00%) Analytical Skills
4 9 (36.00%) Data Mapping
4 9 (36.00%) Finance
5 8 (32.00%) Data Modelling
5 8 (32.00%) ETL
5 8 (32.00%) OLAP
5 8 (32.00%) Data Analysis
5 8 (32.00%) Apache Hive
5 8 (32.00%) NoSQL
5 8 (32.00%) Data Governance
5 8 (32.00%) Relational Database
5 8 (32.00%) Big Data
5 8 (32.00%) Analytics
6 7 (28.00%) SQL Server Reporting Services
6 7 (28.00%) T-SQL
6 7 (28.00%) Business Intelligence
7 6 (24.00%) SQL Server
7 6 (24.00%) Degree
7 6 (24.00%) SQL Server Integration Services
7 6 (24.00%) Power BI
7 6 (24.00%) Continuous Improvement
8 5 (20.00%) Change Control
8 5 (20.00%) High Availability
8 5 (20.00%) Capacity Planning
8 5 (20.00%) Data Integration

Data Quality
Top Related 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 (16.00%) SAS
Applications
1 3 (12.00%) MS PowerPoint
2 2 (8.00%) MS Excel
3 1 (4.00%) MS Office
3 1 (4.00%) SPSS
Business Applications
1 1 (4.00%) SAP CRM
Database & Business Intelligence
1 14 (56.00%) Data Warehouse
2 10 (40.00%) Hadoop
3 8 (32.00%) Apache Hive
3 8 (32.00%) Big Data
3 8 (32.00%) NoSQL
3 8 (32.00%) OLAP
3 8 (32.00%) Relational Database
4 7 (28.00%) SQL Server Reporting Services
5 6 (24.00%) Power BI
5 6 (24.00%) SQL Server
5 6 (24.00%) SQL Server Integration Services
6 5 (20.00%) Data Lake
6 5 (20.00%) SQL Server 2016
6 5 (20.00%) SQL Server Analysis Services
7 2 (8.00%) Base SAS
7 2 (8.00%) SAS Enterprise Guide
8 1 (4.00%) BusinessObjects
8 1 (4.00%) QlikView
General
1 9 (36.00%) Finance
2 5 (20.00%) Banking
3 4 (16.00%) Dutch Language
3 4 (16.00%) French Language
3 4 (16.00%) German Language
3 4 (16.00%) Italian Language
3 4 (16.00%) Spanish Language
4 3 (12.00%) Corporate Banking
4 3 (12.00%) Legal
4 3 (12.00%) Retail
5 2 (8.00%) Marketing
Job Titles
1 9 (36.00%) Analyst
2 8 (32.00%) Architect
2 8 (32.00%) Data Architect
2 8 (32.00%) Lead Architect
2 8 (32.00%) Lead Data Architect
3 7 (28.00%) Data Analyst
4 5 (20.00%) Data Warehouse Developer
4 5 (20.00%) Developer
5 3 (12.00%) Data Manager
5 3 (12.00%) Senior Analyst
5 3 (12.00%) Senior Data Analyst
6 2 (8.00%) Business Intelligence Analyst
6 2 (8.00%) SAS Analyst
6 2 (8.00%) SAS Data Analyst
6 2 (8.00%) SQL Analyst
6 2 (8.00%) SQL Data Analyst
7 1 (4.00%) Data Quality Manager
7 1 (4.00%) Junior Data Analyst
7 1 (4.00%) SSRS Analyst
7 1 (4.00%) Technical Manager
Libraries, Frameworks & Software Standards
1 5 (20.00%) .NET
Miscellaneous
1 10 (40.00%) Analytical Skills
2 3 (12.00%) Data Structures
3 2 (8.00%) Credit Risk
Processes & Methodologies
1 11 (44.00%) Stakeholder Management
2 10 (40.00%) Data Architecture
3 9 (36.00%) Data Mapping
4 8 (32.00%) Analytics
4 8 (32.00%) Data Analysis
4 8 (32.00%) Data Governance
4 8 (32.00%) Data Modelling
4 8 (32.00%) ETL
5 7 (28.00%) Business Intelligence
6 6 (24.00%) Continuous Improvement
7 5 (20.00%) Business Analytics
7 5 (20.00%) Capacity Planning
7 5 (20.00%) Change Control
7 5 (20.00%) Data Integration
7 5 (20.00%) Disaster Recovery
7 5 (20.00%) High Availability
7 5 (20.00%) Incident Management
7 5 (20.00%) ITIL
7 5 (20.00%) Problem Management
7 5 (20.00%) SDLC
Programming Languages
1 10 (40.00%) SQL
2 7 (28.00%) T-SQL
3 5 (20.00%) PowerShell
4 2 (8.00%) PL/SQL
5 1 (4.00%) C#
5 1 (4.00%) MATLAB
5 1 (4.00%) R
5 1 (4.00%) VBA
Qualifications
1 6 (24.00%) Degree
Quality Assurance & Compliance
1 2 (8.00%) PMO
Vendors
1 2 (8.00%) Microsoft
2 1 (4.00%) Epicor
2 1 (4.00%) SAP
2 1 (4.00%) Tableau