The table below looks at the statistics for Data Quality skills in IT contracts advertised for the South Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 30 June 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 Jun 2016
Same period 2015 Same period 2014
Data Quality
Rank - 44 33
Contract jobs citing Data Quality 0 6 6
As % of all contract IT jobs located in South Yorkshire - 1.42% 1.94%
As % of the Quality Assurance & Compliance category - 23.08% 24.00%
Number of daily rates quoted 0 5 4
Median daily rate - £363 £413
Median daily rate % change year-on-year
- -12.12%
UK excluding London median daily rate £425 £400 £375
% change year-on-year
+6.25% +6.66%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £16.09 £22.50 £15.00
% change year-on-year
-28.48% +50.00%
Data Quality
Yorkshire

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 South Yorkshire region.

Quality Assurance & Compliance Category
South Yorkshire
Contract IT job ads with a match in the
Quality Assurance & Compliance category
24 26 25
As % of all contract IT jobs located in South Yorkshire 5.38% 6.15% 8.09%
Number of daily rates quoted 17 17 17
Median daily rate £378 £368 £300
Median daily rate % change year-on-year
+2.72% +22.50%
90% offered a daily rate of more than £343 £300 £145
10% offered a daily rate of more than £497 £483 £405
UK excluding London median daily rate £400 £378 £365
% change year-on-year
+5.96% +3.42%
Number of hourly rates quoted 3 2 4
Median hourly rate £21.00 £20.20 £18.75
Median hourly rate % change year-on-year
+3.98% +7.70%
90% offered a hourly rate of more than £20.20 £16.35 £10.75
10% offered a hourly rate of more than £22.20 £24.04 £29.55
UK excluding London median hourly rate £28.00 £22.50 £20.75
% change year-on-year
+24.44% +8.43%

Data Quality
Jobs Demand Trend in South Yorkshire

The demand trend of contract jobs across the South Yorkshire 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 South Yorkshire

Data Quality
Daily Rate Trend in South Yorkshire

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

Data Quality Daily Rate Trend in South Yorkshire

Data Quality
Hourly Rate Trend in South Yorkshire

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

Data Quality Hourly Rate Trend in South Yorkshire

Data Quality
Top 30 Related IT Skills in South Yorkshire

For the 6 months to 30 June 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 South Yorkshire region with a requirement for Data Quality.

1 3 (75.00%) SQL
2 2 (50.00%) DB2
2 2 (50.00%) Data Modelling
2 2 (50.00%) ETL
2 2 (50.00%) SAS
2 2 (50.00%) Ab Initio
2 2 (50.00%) Banking
2 2 (50.00%) Retail
2 2 (50.00%) Data Management
2 2 (50.00%) Reference Data
2 2 (50.00%) Analytics
2 2 (50.00%) Data Transformation
2 2 (50.00%) Hadoop
3 1 (25.00%) Big Data
3 1 (25.00%) Talend
3 1 (25.00%) Java
3 1 (25.00%) Oracle ODI
3 1 (25.00%) Relational Database
3 1 (25.00%) Mentoring
3 1 (25.00%) Analytical Skills
3 1 (25.00%) Software Delivery
3 1 (25.00%) SDLC
3 1 (25.00%) ETL Development
3 1 (25.00%) KYC
3 1 (25.00%) Data Lineage
3 1 (25.00%) IBM InfoSphere
3 1 (25.00%) Master Data Management
3 1 (25.00%) Metadata Management
3 1 (25.00%) Data Extraction
3 1 (25.00%) Data Integration

Data Quality
Top Related IT Skills in South Yorkshire 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 (50.00%) SAS
Applications
1 1 (25.00%) MS Excel
Database & Business Intelligence
1 2 (50.00%) DB2
1 2 (50.00%) Hadoop
2 1 (25.00%) Base SAS
2 1 (25.00%) Big Data
2 1 (25.00%) DataStage
2 1 (25.00%) IBM InfoSphere
2 1 (25.00%) MySQL
2 1 (25.00%) Oracle ODI
2 1 (25.00%) PostgreSQL
2 1 (25.00%) Relational Database
2 1 (25.00%) SAS Enterprise Guide
2 1 (25.00%) SQL Server
2 1 (25.00%) SQL Server Integration Services
Development Applications
1 1 (25.00%) Talend Open Studio
General
1 2 (50.00%) Banking
1 2 (50.00%) Retail
2 1 (25.00%) Finance
2 1 (25.00%) Retail Banking
Job Titles
1 2 (50.00%) Analyst
2 1 (25.00%) Ab Initio Developer
2 1 (25.00%) Business Analyst
2 1 (25.00%) Data Analyst
2 1 (25.00%) Developer
2 1 (25.00%) SAS Analyst
2 1 (25.00%) SAS Data Analyst
Libraries, Frameworks & Software Standards
1 1 (25.00%) Middleware
Miscellaneous
1 2 (50.00%) Reference Data
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Data Extraction
2 1 (25.00%) Data Integration
Operating Systems
1 1 (25.00%) AIX
1 1 (25.00%) Unix
Processes & Methodologies
1 2 (50.00%) Analytics
1 2 (50.00%) Data Management
1 2 (50.00%) Data Modelling
1 2 (50.00%) Data Transformation
1 2 (50.00%) ETL
2 1 (25.00%) Business Analysis
2 1 (25.00%) Business Development
2 1 (25.00%) Data Analysis
2 1 (25.00%) Data Lineage
2 1 (25.00%) ETL Development
2 1 (25.00%) KYC
2 1 (25.00%) Master Data Management
2 1 (25.00%) Mentoring
2 1 (25.00%) Metadata Management
2 1 (25.00%) SDLC
2 1 (25.00%) Software Delivery
2 1 (25.00%) Test Scripting
2 1 (25.00%) Validation
Programming Languages
1 3 (75.00%) SQL
2 1 (25.00%) Java
2 1 (25.00%) Shell Script
Quality Assurance & Compliance
1 1 (25.00%) QA
Systems Management
1 1 (25.00%) Control-M
Vendors
1 2 (50.00%) Ab Initio
2 1 (25.00%) BMC
2 1 (25.00%) DataFlux
2 1 (25.00%) IBM
2 1 (25.00%) Microsoft
2 1 (25.00%) Oracle
2 1 (25.00%) Talend
2 1 (25.00%) Teradata