The following table provides summary statistics for contract job vacancies advertised in Gloucestershire with a requirement for Data Quality skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Quality over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Quality
South West / Gloucestershire
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 39 - -
Rank change year-on-year - 0  
Contract jobs citing Data Quality 6 0 0
As % of all contract IT jobs advertised in Gloucestershire 1.86% - -
As % of the Quality Assurance & Compliance category 21.43% - -
Number of daily rates quoted 5 0 0
Median daily rate £425 - -
UK excluding London median daily rate £446 £425 £400
% change year-on-year +5.00% +6.25%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £17.75 £16.09 £23.75
% change year-on-year +10.31% -32.25%  

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 contract job vacancies advertised in Gloucestershire with a requirement for quality assurance and compliance skills.

Contract Quality Assurance & Compliance Skills
Gloucestershire
Contract job vacancies with a requirement for quality assurance and compliance skills 28 56 31
As % of all contract IT job vacancies advertised in Gloucestershire 8.70% 11.84% 6.84%
Number of daily rates quoted 20 30 14
Median daily rate £375 £500 £425
Median daily rate % change year-on-year -25.00% +17.64%  
90% offered a daily rate of more than £195 £350 £213
10% offered a daily rate of more than £550 £638 £450
UK excluding London median daily rate £400 £380 £375
% change year-on-year +5.26% +1.33%  
Number of hourly rates quoted 2 3 5
Median hourly rate £45.00 £52.50 £42.50
Median hourly rate % change year-on-year -14.28% +23.52%  
UK excluding London median hourly rate £25.00 £28.00 £24.75
% change year-on-year -10.71% +13.13%  

Data Quality
Job Vacancy Trend in Gloucestershire

The job posting trend of jobs advertised in Gloucestershire citing Data Quality as a proportion of all contract or permanent IT jobs with a match in the Quality Assurance & Compliance category.

Job vacancy trend for Data Quality in Gloucestershire

Data Quality
Contractor Daily Rate Trend in Gloucestershire

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Quality in Gloucestershire.

Contractor daily rate trend for Data Quality in Gloucestershire

Data Quality
Contractor Daily Rate Histogram in Gloucestershire

The daily rate distribution of IT jobs citing Data Quality in Gloucestershire over the 3 months to 25 June 2017.

Contractor daily rate histogram for Data Quality in Gloucestershire

Data Quality
Contractor Hourly Rate Trend in Gloucestershire

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Quality in Gloucestershire.

Contractor hourly rate trend for Data Quality in Gloucestershire

Data Quality
Contract Job Locations in Gloucestershire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Quality within the Gloucestershire region over the 3 months to 25 June 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cheltenham - 5 £425 -
Gloucester - 1 - -
Data Quality
South West

For the 6 months to 25 June 2017, IT contractor 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 contract ads across the Gloucestershire region with a requirement for Data Quality.

1 5 (83.33%) Finance
1 5 (83.33%) Migration
1 5 (83.33%) Data Migration
2 4 (66.67%) Dynamics CRM
2 4 (66.67%) CRM
3 3 (50.00%) Data Modelling
3 3 (50.00%) Data Management
3 3 (50.00%) Data Governance
4 2 (33.33%) Root Cause Analysis
4 2 (33.33%) ETL
4 2 (33.33%) Microsoft Excel
5 1 (16.67%) SQL
5 1 (16.67%) Cognos
5 1 (16.67%) Data Warehouse
5 1 (16.67%) MS Visio
5 1 (16.67%) Trillium
5 1 (16.67%) Business Intelligence
5 1 (16.67%) IBM
5 1 (16.67%) Microsoft
5 1 (16.67%) BusinessObjects
5 1 (16.67%) Project Management
5 1 (16.67%) Quality Management
5 1 (16.67%) Data Security
5 1 (16.67%) Stakeholder Management
5 1 (16.67%) Technical Architecture
5 1 (16.67%) QlikView
5 1 (16.67%) Performance Management
5 1 (16.67%) TOGAF
5 1 (16.67%) Data Analysis
5 1 (16.67%) Master Data Management

Data Quality
Co-occurring IT Skills in Gloucestershire 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:

Applications
1 2 (33.33%) Microsoft Excel
2 1 (16.67%) MS Visio
Business Applications
1 4 (66.67%) Dynamics CRM
Database & Business Intelligence
1 1 (16.67%) BusinessObjects
1 1 (16.67%) Data Warehouse
1 1 (16.67%) Power BI
1 1 (16.67%) QlikView
1 1 (16.67%) SQL Server Integration Services
General
1 5 (83.33%) Finance
Job Titles
1 2 (33.33%) Analyst
1 2 (33.33%) Data Analyst
1 2 (33.33%) Financial Analyst
1 2 (33.33%) Service Analyst
2 1 (16.67%) Architect
2 1 (16.67%) Data Architect
2 1 (16.67%) Data Manager
2 1 (16.67%) Data Quality Analyst
2 1 (16.67%) Data Steward
2 1 (16.67%) Quality Analyst
2 1 (16.67%) Service Manager
Processes & Methodologies
1 5 (83.33%) Data Migration
1 5 (83.33%) Migration
2 4 (66.67%) CRM
3 3 (50.00%) Data Governance
3 3 (50.00%) Data Management
3 3 (50.00%) Data Modelling
4 2 (33.33%) ETL
4 2 (33.33%) Root Cause Analysis
5 1 (16.67%) Business Intelligence
5 1 (16.67%) Data Analysis
5 1 (16.67%) Data Cleansing
5 1 (16.67%) Data Security
5 1 (16.67%) ETL Development
5 1 (16.67%) Master Data Management
5 1 (16.67%) Performance Management
5 1 (16.67%) Project Management
5 1 (16.67%) Quality Management
5 1 (16.67%) Stakeholder Management
5 1 (16.67%) Technical Architecture
5 1 (16.67%) TOGAF
Programming Languages
1 1 (16.67%) SQL
Vendors
1 1 (16.67%) Cognos
1 1 (16.67%) IBM
1 1 (16.67%) Microsoft
1 1 (16.67%) Tableau
1 1 (16.67%) Trillium