The following table provides summary statistics for contract job vacancies advertised in Nottinghamshire 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 April 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
East Midlands / Nottinghamshire
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 38 40 -
Rank change year-on-year +2 -  
Contract jobs citing Data Quality 4 14 0
As % of all contract IT jobs advertised in Nottinghamshire 1.00% 2.50% -
As % of the Quality Assurance & Compliance category 6.78% 16.09% -
Number of daily rates quoted 0 13 0
Median daily rate - £275 -
UK excluding London median daily rate £450 £413 £400
% change year-on-year +9.09% +3.12%  
Number of hourly rates quoted 0 1 0
Median hourly rate - £16.00 -
UK excluding London median hourly rate £13.50 £13.00 £25.00
% change year-on-year +3.84% -48.00%  

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 Nottinghamshire with a requirement for quality assurance and compliance skills.

Contract Quality Assurance & Compliance Skills
Nottinghamshire
Contract job vacancies with a requirement for quality assurance and compliance skills 59 87 64
As % of all contract IT job vacancies advertised in Nottinghamshire 14.71% 15.56% 13.68%
Number of daily rates quoted 35 48 38
Median daily rate £365 £425 £400
Median daily rate % change year-on-year -14.11% +6.25%  
90% offered a daily rate of more than £253 £213 £325
10% offered a daily rate of more than £483 £580 £503
UK excluding London median daily rate £400 £393 £375
% change year-on-year +1.91% +4.66%  
Number of hourly rates quoted 1 2 2
Median hourly rate £18.50 £16.00 £11.00
Median hourly rate % change year-on-year +15.62% +45.45%  
UK excluding London median hourly rate £25.00 £33.00 £29.00
% change year-on-year -24.24% +13.79%  

Data Quality
Job Vacancy Trend in Nottinghamshire

The job posting trend of jobs advertised in Nottinghamshire 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 Nottinghamshire

Data Quality
Contractor Daily Rate Trend in Nottinghamshire

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

Contractor daily rate trend for Data Quality in Nottinghamshire

Data Quality
Contractor Hourly Rate Trend in Nottinghamshire

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

Contractor hourly rate trend for Data Quality in Nottinghamshire

Data Quality
Contract Job Locations in Nottinghamshire

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 Nottinghamshire region over the 3 months to 25 April 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
Nottingham -2 4 - - 1
Data Quality
East Midlands

For the 6 months to 25 April 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 Nottinghamshire region with a requirement for Data Quality.

1 5 (83.33%) Cognos
1 5 (83.33%) User Experience
1 5 (83.33%) Dashboard Development
2 1 (16.67%) LAPP Stack
2 1 (16.67%) JMeter
2 1 (16.67%) PostgreSQL
2 1 (16.67%) Agile Software Development
2 1 (16.67%) Load Balancing
2 1 (16.67%) Reference Data
2 1 (16.67%) Data Integration
2 1 (16.67%) Data Architecture
2 1 (16.67%) OpenLDAP
2 1 (16.67%) Microsoft Azure
2 1 (16.67%) Amazon AWS
2 1 (16.67%) Splunk
2 1 (16.67%) Redis
2 1 (16.67%) Docker
2 1 (16.67%) Data Modelling
2 1 (16.67%) Nagios
2 1 (16.67%) Benchmarking
2 1 (16.67%) Java
2 1 (16.67%) JavaScript
2 1 (16.67%) PHP
2 1 (16.67%) Linux
2 1 (16.67%) Apache
2 1 (16.67%) Tomcat

Data Quality
Co-occurring IT Skills in Nottinghamshire 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 (16.67%) Apache
1 1 (16.67%) Tomcat
Cloud Services
1 1 (16.67%) Amazon AWS
1 1 (16.67%) Microsoft Azure
Communications & Networking
1 1 (16.67%) OpenLDAP
Database & Business Intelligence
1 1 (16.67%) PostgreSQL
1 1 (16.67%) Redis
Development Applications
1 1 (16.67%) JMeter
Job Titles
1 5 (83.33%) Cognos Developer
1 5 (83.33%) Developer
2 1 (16.67%) Architect
2 1 (16.67%) Technical Architect
Libraries, Frameworks & Software Standards
1 1 (16.67%) LAPP Stack
Miscellaneous
1 5 (83.33%) User Experience
2 1 (16.67%) Reference Data
Operating Systems
1 1 (16.67%) Linux
Processes & Methodologies
1 5 (83.33%) Dashboard Development
2 1 (16.67%) Agile Software Development
2 1 (16.67%) Benchmarking
2 1 (16.67%) Data Architecture
2 1 (16.67%) Data Integration
2 1 (16.67%) Data Modelling
2 1 (16.67%) Load Balancing
Programming Languages
1 1 (16.67%) Java
1 1 (16.67%) JavaScript
1 1 (16.67%) PHP
System Software
1 1 (16.67%) Docker
Systems Management
1 1 (16.67%) Nagios
Vendors
1 5 (83.33%) Cognos
2 1 (16.67%) Splunk