Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Warwickshire 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 20 November 2017 with a comparison to the same period in the previous 2 years.

Data Quality
West Midlands > Warwickshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 104 93 100
Rank change year-on-year -11 +7 +8
Permanent jobs citing Data Quality 6 14 15
As % of all permanent IT jobs advertised in Warwickshire 0.48% 1.20% 1.06%
As % of the Quality Assurance & Compliance category 4.26% 9.93% 10.00%
Number of salaries quoted 4 8 11
Warwickshire median annual salary £55,000 £47,750 £52,500
Median salary % change year-on-year +15.18% -9.05% +25.00%
10th Percentile £36,250 £37,725 £51,250
90th Percentile £67,500 £60,000 £53,750
West Midlands median annual salary £45,000 £50,000 £47,500
% change year-on-year -10.00% +5.26% -12.04%

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 Warwickshire with a requirement for quality assurance or compliance skills.

All Quality Assurance and Compliance Skills
Warwickshire
Permanent vacancies with a requirement for quality assurance or compliance skills 141 141 150
As % of all permanent IT jobs advertised in Warwickshire 11.17% 12.13% 10.64%
Number of salaries quoted 114 89 114
Warwickshire median annual salary £42,500 £42,500 £33,083
Median salary % change year-on-year - +28.47% -15.71%
10th Percentile £19,500 £21,250 £22,325
90th Percentile £79,250 £58,000 £53,750
West Midlands median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Data Quality
Job Vacancy Trend in Warwickshire

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

Job vacancy trend for Data Quality in Warwickshire

Data Quality
Salary Trend in Warwickshire

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

Salary trend for Data Quality in Warwickshire

Data Quality
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Data Quality in Warwickshire over the 6 months to 20 November 2017.

Salary histogram for Data Quality in Warwickshire

Data Quality
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Quality within the Warwickshire region over the 6 months to 20 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
Warwick +5 1 £35,000 +12.90%
Stratford-upon-Avon -5 1 £65,000 +52.94%
Data Quality
West Midlands

For the 6 months to 20 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 Warwickshire region with a requirement for Data Quality.

1 3 (50.00%) Data Management
2 2 (33.33%) Finance
2 2 (33.33%) Data Architecture
2 2 (33.33%) Data Governance
2 2 (33.33%) Machine Learning
2 2 (33.33%) Python
2 2 (33.33%) Stakeholder Management
2 2 (33.33%) Information Management
3 1 (16.67%) BODI
3 1 (16.67%) COBIT
3 1 (16.67%) Django
3 1 (16.67%) Dimensional Modelling
3 1 (16.67%) Data Migration
3 1 (16.67%) Data Cleansing
3 1 (16.67%) Data Warehouse
3 1 (16.67%) ETL
3 1 (16.67%) HTTP
3 1 (16.67%) Business Intelligence
3 1 (16.67%) BusinessObjects
3 1 (16.67%) Service Management
3 1 (16.67%) Quality Management
3 1 (16.67%) Process Management
3 1 (16.67%) ITSM
3 1 (16.67%) Management Information System
3 1 (16.67%) HTML
3 1 (16.67%) JavaScript
3 1 (16.67%) Oracle
3 1 (16.67%) SAP
3 1 (16.67%) CSS
3 1 (16.67%) XML

Data Quality
Co-occurring IT Skills in Warwickshire 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:

Communications & Networking
1 1 (16.67%) HTTP
Database & Business Intelligence
1 1 (16.67%) BODI
1 1 (16.67%) BusinessObjects
1 1 (16.67%) Data Warehouse
1 1 (16.67%) Oracle Reports
1 1 (16.67%) SAP Data Services
Development Applications
1 1 (16.67%) Git (software)
General
1 2 (33.33%) Finance
Job Titles
1 3 (50.00%) Developer
2 2 (33.33%) Architect
2 2 (33.33%) Data Architect
2 2 (33.33%) Python Developer
3 1 (16.67%) Data Governance Analyst
3 1 (16.67%) Data Governance Manager
3 1 (16.67%) Data Manager
3 1 (16.67%) Governance Manager
3 1 (16.67%) Information Architect
3 1 (16.67%) Information Governance Manager
3 1 (16.67%) Information Manager
3 1 (16.67%) SAP Developer
Libraries, Frameworks & Software Standards
1 1 (16.67%) Beautiful Soup
1 1 (16.67%) CSS
1 1 (16.67%) Django
1 1 (16.67%) Flask
1 1 (16.67%) HTML
1 1 (16.67%) scikit-learn
1 1 (16.67%) Scrapy
1 1 (16.67%) TensorFlow
1 1 (16.67%) Theano
1 1 (16.67%) XML
Miscellaneous
1 1 (16.67%) Management Information System
Processes & Methodologies
1 3 (50.00%) Data Management
2 2 (33.33%) Data Architecture
2 2 (33.33%) Data Governance
2 2 (33.33%) Information Management
2 2 (33.33%) Machine Learning
2 2 (33.33%) Stakeholder Management
3 1 (16.67%) Business Intelligence
3 1 (16.67%) Data Cleansing
3 1 (16.67%) Data Migration
3 1 (16.67%) Dimensional Modelling
3 1 (16.67%) ETL
3 1 (16.67%) ITIL
3 1 (16.67%) ITSM
3 1 (16.67%) Metadata Management
3 1 (16.67%) Migration
3 1 (16.67%) Process Management
3 1 (16.67%) Quality Management
3 1 (16.67%) Service Management
3 1 (16.67%) TOGAF
Programming Languages
1 2 (33.33%) Python
2 1 (16.67%) JavaScript
Quality Assurance & Compliance
1 1 (16.67%) COBIT
Vendors
1 1 (16.67%) Oracle
1 1 (16.67%) SAP