Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Hampshire 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 > Hampshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 233 247 245
Rank change year-on-year +14 -2 +3
Permanent jobs citing Data Quality 37 23 30
As % of all permanent IT jobs advertised in Hampshire 0.58% 0.34% 0.42%
As % of the Quality Assurance & Compliance category 4.65% 2.74% 3.58%
Number of salaries quoted 26 19 29
Hampshire median annual salary £32,250 £32,500 £55,000
Median salary % change year-on-year -0.77% -40.91% +32.53%
10th Percentile £23,750 £18,000 £18,500
90th Percentile £50,250 £58,150 £79,000
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 Hampshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Hampshire
Permanent vacancies with a requirement for quality assurance or compliance skills 796 839 837
As % of all permanent IT jobs advertised in Hampshire 12.38% 12.24% 11.61%
Number of salaries quoted 665 672 704
Hampshire median annual salary £40,000 £42,500 £42,500
Median salary % change year-on-year -5.88% - +6.25%
10th Percentile £22,500 £22,750 £24,075
90th Percentile £65,000 £63,625 £61,250
South East median annual salary £45,000 £45,000 £45,000

Data Quality
Job Vacancy Trend in Hampshire

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

Job vacancy trend for Data Quality in Hampshire

Data Quality
Salary Trend in Hampshire

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

Salary trend for Data Quality in Hampshire

Data Quality
Salary Histogram in Hampshire

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

Salary histogram for Data Quality in Hampshire

Data Quality
Job Locations in Hampshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Hampshire 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
Portsmouth - 14 £47,500 -
Southampton +2 12 £30,000 +57.89%
Winchester - 4 £35,000 - 1
Fareham - 4 £24,500 -
Basingstoke - 2 £35,000 - 1
Andover - 1 £52,500 -
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 Hampshire region with a requirement for Data Quality.

1 31 (83.78%) Business Intelligence
2 18 (48.65%) SAP
2 18 (48.65%) Data Cleansing
3 17 (45.95%) SQL
4 16 (43.24%) BusinessObjects
5 15 (40.54%) Data Warehouse
5 15 (40.54%) Data Integration
5 15 (40.54%) Security Cleared
5 15 (40.54%) SAP HANA
6 13 (35.14%) Data Migration
6 13 (35.14%) ETL
6 13 (35.14%) Migration
6 13 (35.14%) Stakeholder Management
7 12 (32.43%) Microsoft Excel
7 12 (32.43%) CRM
7 12 (32.43%) SQL Server
7 12 (32.43%) SAP Data Services
7 12 (32.43%) BusinessObjects Business Intelligence
8 11 (29.73%) BODI
9 10 (27.03%) Data Modelling
9 10 (27.03%) Analytical Skills
10 8 (21.62%) SQL Server Reporting Services
10 8 (21.62%) SQL Server Integration Services
11 6 (16.22%) Data Extraction
11 6 (16.22%) SQL Server Analysis Services
11 6 (16.22%) Data Governance
11 6 (16.22%) Quality Management
11 6 (16.22%) Management Information System
12 5 (13.51%) Finance
12 5 (13.51%) Validation

Data Quality
Co-occurring IT Skills in Hampshire 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 1 (2.70%) SAS
Applications
1 12 (32.43%) Microsoft Excel
2 2 (5.41%) Microsoft Office
3 1 (2.70%) Spreadsheet
Business Applications
1 2 (5.41%) Salesforce.com CRM
1 2 (5.41%) SAP ERP
2 1 (2.70%) Eloqua
Database & Business Intelligence
1 16 (43.24%) BusinessObjects
2 15 (40.54%) Data Warehouse
2 15 (40.54%) SAP HANA
3 12 (32.43%) BusinessObjects Business Intelligence
3 12 (32.43%) SAP Data Services
3 12 (32.43%) SQL Server
4 11 (29.73%) BODI
5 8 (21.62%) SQL Server Integration Services
5 8 (21.62%) SQL Server Reporting Services
6 6 (16.22%) SQL Server Analysis Services
7 3 (8.11%) Relational Database
8 2 (5.41%) Data Mart
8 2 (5.41%) Essbase
8 2 (5.41%) OLAP
8 2 (5.41%) OLAP Cube
8 2 (5.41%) Oracle BI EE
8 2 (5.41%) Power BI
8 2 (5.41%) RDBMS
8 2 (5.41%) SAP BW
9 1 (2.70%) DataStage
General
1 5 (13.51%) Finance
2 4 (10.81%) Marketing
3 1 (2.70%) Telecoms
Job Titles
1 18 (48.65%) Developer
2 13 (35.14%) SAP Developer
3 12 (32.43%) Analyst
4 11 (29.73%) SAP BusinessObjects (BO) Developer
5 10 (27.03%) Data Analyst
6 9 (24.32%) SQL Analyst
6 9 (24.32%) SQL Data Analyst
7 7 (18.92%) Business Intelligence Analyst
7 7 (18.92%) Business Intelligence Data Analyst
8 4 (10.81%) Business Developer
8 4 (10.81%) Business Intelligence Developer
9 2 (5.41%) Business Analyst
9 2 (5.41%) Data Engineer
9 2 (5.41%) Junior
9 2 (5.41%) Junior Analyst
9 2 (5.41%) Junior Technical Analyst
9 2 (5.41%) Junior Technical Business Analyst
9 2 (5.41%) SAP BW Developer
9 2 (5.41%) SQL Reporting Analyst
9 2 (5.41%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 1 (2.70%) BAPI
1 1 (2.70%) HTML
1 1 (2.70%) IDoc
1 1 (2.70%) MDX
Miscellaneous
1 10 (27.03%) Analytical Skills
2 6 (16.22%) Management Information System
3 2 (5.41%) Computer Science
3 2 (5.41%) Data Structures
Operating Systems
1 1 (2.70%) Windows
1 1 (2.70%) Windows Server
Processes & Methodologies
1 31 (83.78%) Business Intelligence
2 18 (48.65%) Data Cleansing
3 15 (40.54%) Data Integration
4 13 (35.14%) Data Migration
4 13 (35.14%) ETL
4 13 (35.14%) Migration
4 13 (35.14%) Stakeholder Management
5 12 (32.43%) CRM
6 10 (27.03%) Data Modelling
7 6 (16.22%) Data Extraction
7 6 (16.22%) Data Governance
7 6 (16.22%) Quality Management
8 5 (13.51%) Validation
9 3 (8.11%) Analytics
9 3 (8.11%) Data Analysis
9 3 (8.11%) Data Architecture
9 3 (8.11%) Data Management
9 3 (8.11%) ERP
9 3 (8.11%) Mathematics
10 2 (5.41%) Performance Tuning
Programming Languages
1 17 (45.95%) SQL
2 2 (5.41%) C
2 2 (5.41%) PL/SQL
2 2 (5.41%) T-SQL
3 1 (2.70%) ABAP
3 1 (2.70%) R
3 1 (2.70%) VBA
Qualifications
1 15 (40.54%) Security Cleared
2 4 (10.81%) Degree
2 4 (10.81%) SC Cleared
3 2 (5.41%) Computer Science Degree
Quality Assurance & Compliance
1 1 (2.70%) QA
Vendors
1 18 (48.65%) SAP
2 4 (10.81%) Oracle
2 4 (10.81%) Tableau
3 2 (5.41%) Salesforce.com
4 1 (2.70%) JD Edwards
4 1 (2.70%) Microsoft