The table below looks at the statistics for Data Quality skills in IT contracts advertised for the Nottinghamshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 30 August 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 54 46 41
Rank change year-on-year
-8 -5
Contract jobs citing Data Quality 3 6 2
As % of all contract IT jobs located in Nottinghamshire 0.57% 1.23% 0.52%
As % of the Quality Assurance & Compliance category 5.00% 10.53% 6.06%
Number of daily rates quoted 1 1 1
Median daily rate £265 £425 £288
Median daily rate % change year-on-year
-37.64% +47.82%
UK excluding London median daily rate £425 £450 £400
% change year-on-year
-5.55% +12.50%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £13.25 £12.36 £16.50
% change year-on-year
+7.24% -25.12%
Data Quality
East Midlands

The following table is for comparison with the above and provides statistics for the entire Quality Assurance & Compliance category in contract jobs advertised in the Nottinghamshire region.

Quality Assurance & Compliance Category
Nottinghamshire
Contract IT job ads with a match in the
Quality Assurance & Compliance category
60 57 33
As % of all contract IT jobs located in Nottinghamshire 11.39% 11.73% 8.51%
Number of daily rates quoted 35 33 11
Median daily rate £414 £404 £370
Median daily rate % change year-on-year
+2.31% +9.29%
90% offered a daily rate of more than £300 £350 £295
10% offered a daily rate of more than £600 £485 £425
UK excluding London median daily rate £400 £409 £380
% change year-on-year
-2.14% +7.56%
Number of hourly rates quoted 1 0 4
Median hourly rate £21.00 - £16.50
UK excluding London median hourly rate £28.15 £24.00 £20.00
% change year-on-year
+17.29% +20.00%

Data Quality
Jobs Demand Trend in Nottinghamshire

The demand trend of contract jobs across the Nottinghamshire region citing Data Quality as a proportion of all IT contracts with a match in the Quality Assurance & Compliance category.

Data Quality Jobs Demand Trend in Nottinghamshire

Data Quality
Daily Rate Trend in Nottinghamshire

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

Data Quality Daily Rate Trend in Nottinghamshire

Data Quality
Hourly Rate Trend in Nottinghamshire

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

Data Quality Hourly Rate Trend 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 30 August 2016. 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
(Click see detailed
statistics and trends)
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 -9 3 £265 -37.64%
Data Quality
East Midlands

Data Quality
Top 30 Related IT Skills in Nottinghamshire

For the 6 months to 30 August 2016, 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 8 (53.33%) SQL
2 6 (40.00%) ETL
2 6 (40.00%) Business Intelligence
3 5 (33.33%) SQL Server
4 4 (26.67%) SAP
4 4 (26.67%) CRM
4 4 (26.67%) Data Modelling
4 4 (26.67%) Migration
5 3 (20.00%) SQL Server Reporting Services
5 3 (20.00%) Data Analysis
5 3 (20.00%) SQL Server Integration Services
5 3 (20.00%) Marketing
5 3 (20.00%) QA
5 3 (20.00%) ERwin
5 3 (20.00%) JIRA
5 3 (20.00%) Data Architecture
6 2 (13.33%) Data Extraction
6 2 (13.33%) Data Integration
6 2 (13.33%) Unica
6 2 (13.33%) Computer Science
6 2 (13.33%) Data Migration
6 2 (13.33%) Talend Open Studio
6 2 (13.33%) iSeries
6 2 (13.33%) Hadoop
6 2 (13.33%) RPG IV
6 2 (13.33%) Tableau
6 2 (13.33%) Analytics
6 2 (13.33%) SQL Server Management Studio (SSMS)
6 2 (13.33%) Mentoring
6 2 (13.33%) User Experience

Data Quality
Top Related 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 2 (13.33%) SharePoint
2 1 (6.67%) Confluence
Applications
1 1 (6.67%) MS Excel
Business Applications
1 2 (13.33%) SAP CRM
1 2 (13.33%) Unica
2 1 (6.67%) SAP Oil and Gas
Database & Business Intelligence
1 5 (33.33%) SQL Server
2 3 (20.00%) SQL Server Integration Services
2 3 (20.00%) SQL Server Reporting Services
3 2 (13.33%) Big Data
3 2 (13.33%) BusinessObjects
3 2 (13.33%) DTS
3 2 (13.33%) Hadoop
3 2 (13.33%) MySQL
3 2 (13.33%) OLAP
3 2 (13.33%) OLTP
3 2 (13.33%) PowerPivot
3 2 (13.33%) Snowflake Schema
4 1 (6.67%) BusinessObjects XI
4 1 (6.67%) Data Warehouse
4 1 (6.67%) GIS
4 1 (6.67%) SAP BW
4 1 (6.67%) SQL Server 2008
4 1 (6.67%) SQL Server Analysis Services
Development Applications
1 3 (20.00%) ERwin
1 3 (20.00%) JIRA
2 2 (13.33%) SQL Server Management Studio (SSMS)
2 2 (13.33%) Talend Open Studio
2 2 (13.33%) Visual Studio
General
1 3 (20.00%) Marketing
2 2 (13.33%) Finance
2 2 (13.33%) Legal
2 2 (13.33%) Retail
3 1 (6.67%) Electronics
3 1 (6.67%) Manufacturing
3 1 (6.67%) Telecoms
Job Titles
1 3 (20.00%) Analyst
1 3 (20.00%) Architect
1 3 (20.00%) Data Architect
1 3 (20.00%) Developer
2 2 (13.33%) Applications Support
2 2 (13.33%) AS400 Support
2 2 (13.33%) Cognos Developer
2 2 (13.33%) Data Analyst
2 2 (13.33%) Data Integration Architect
2 2 (13.33%) Data Migration Analyst
2 2 (13.33%) ETL Analyst
2 2 (13.33%) ETL Architect
2 2 (13.33%) Integration Architect
2 2 (13.33%) Migration Analyst
2 2 (13.33%) Report Writer
2 2 (13.33%) SSRS Report Writer
3 1 (6.67%) Programme Office Support
3 1 (6.67%) Report Developer
3 1 (6.67%) SSRS Developer
3 1 (6.67%) UX Developer
Libraries, Frameworks & Software Standards
1 2 (13.33%) SAP XI
2 1 (6.67%) FpML
2 1 (6.67%) XML
Miscellaneous
1 2 (13.33%) Analytical Skills
1 2 (13.33%) AS400
1 2 (13.33%) Computer Science
1 2 (13.33%) Data Extraction
1 2 (13.33%) Data Integration
1 2 (13.33%) iSeries
1 2 (13.33%) User Experience
2 1 (6.67%) iPad
Processes & Methodologies
1 6 (40.00%) Business Intelligence
1 6 (40.00%) ETL
2 4 (26.67%) CRM
2 4 (26.67%) Data Modelling
2 4 (26.67%) Migration
3 3 (20.00%) Data Analysis
3 3 (20.00%) Data Architecture
4 2 (13.33%) Agile Software Development
4 2 (13.33%) Analytics
4 2 (13.33%) Dashboard Development
4 2 (13.33%) Data Migration
4 2 (13.33%) E-Commerce
4 2 (13.33%) Enterprise Architecture
4 2 (13.33%) ERP
4 2 (13.33%) IT Governance
4 2 (13.33%) Logical Data Model
4 2 (13.33%) Mentoring
4 2 (13.33%) Physical Data Model
4 2 (13.33%) SOA
4 2 (13.33%) Validation
Programming Languages
1 8 (53.33%) SQL
2 2 (13.33%) Java
2 2 (13.33%) RPG
2 2 (13.33%) RPG IV
3 1 (6.67%) PL/SQL
3 1 (6.67%) T-SQL
Quality Assurance & Compliance
1 3 (20.00%) QA
2 1 (6.67%) ISO20022
2 1 (6.67%) Solvency II
Vendors
1 4 (26.67%) SAP
2 2 (13.33%) Cognos
2 2 (13.33%) Informatica
2 2 (13.33%) Tableau
2 2 (13.33%) Talend
3 1 (6.67%) Microsoft