The table below looks at the statistics for Data Quality skills in IT contracts advertised for the West Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 26 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
26 Jun 2016
Same period 2015 Same period 2014
Data Quality
Rank 93 90 78
Rank change year-on-year
-3 -12
Contract jobs citing Data Quality 26 36 27
As % of all contract IT jobs located in West Yorkshire 1.29% 1.70% 1.54%
As % of the Quality Assurance & Compliance category 14.94% 16.67% 14.75%
Number of daily rates quoted 18 29 12
Median daily rate £400 £375 £420
Median daily rate % change year-on-year
+6.66% -10.71%
90% offered a daily rate of more than £375 £298 £350
10% offered a daily rate of more than £473 £532 £524
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 £23.75 £15.00
% change year-on-year
-32.25% +58.33%
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 West Yorkshire region.

Quality Assurance & Compliance Category
West Yorkshire
Contract IT job ads with a match in the
Quality Assurance & Compliance category
174 216 183
As % of all contract IT jobs located in West Yorkshire 8.60% 10.19% 10.45%
Number of daily rates quoted 109 177 128
Median daily rate £400 £350 £350
Median daily rate % change year-on-year
+14.28% -
90% offered a daily rate of more than £313 £225 £238
10% offered a daily rate of more than £566 £500 £450
UK excluding London median daily rate £400 £375 £365
% change year-on-year
+6.66% +2.73%
Number of hourly rates quoted 7 7 2
Median hourly rate £14.50 £14.00 £13.50
Median hourly rate % change year-on-year
+3.57% +3.70%
90% offered a hourly rate of more than £10.74 £10.71 £12.30
10% offered a hourly rate of more than £16.00 £175.00 £14.70
UK excluding London median hourly rate £28.50 £22.50 £20.75
% change year-on-year
+26.66% +8.43%

Data Quality
Jobs Demand Trend in West Yorkshire

The demand trend of contract jobs across the West 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 West Yorkshire

Data Quality
Daily Rate Trend in West Yorkshire

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

Data Quality Daily Rate Trend in West Yorkshire

Data Quality
Daily Rate Histogram in West Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Quality across the West Yorkshire region over the 3 months to 26 June 2016.

Data Quality Daily Rate Histogram in West Yorkshire

Data Quality
Hourly Rate Trend in West Yorkshire

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

Data Quality Hourly Rate Trend in West Yorkshire

Data Quality
Contract Job Locations in West Yorkshire

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 West Yorkshire region over the 3 months to 26 June 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
Leeds -16 20 £400 +12.51% 4
Halifax +1 5 £450 +3.44%
Bradford - 4 - - 1
Data Quality
Yorkshire

Data Quality
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 26 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 West Yorkshire region with a requirement for Data Quality.

1 32 (65.31%) Data Modelling
2 29 (59.18%) Finance
3 25 (51.02%) Data Management
3 25 (51.02%) Data Analysis
4 22 (44.90%) Data Governance
5 20 (40.82%) Quality Management
6 17 (34.69%) Data Structures
7 16 (32.65%) IBM InfoSphere
7 16 (32.65%) Data Mapping
8 15 (30.61%) Business Analysis
8 15 (30.61%) Information Management
8 15 (30.61%) IBM
9 13 (26.53%) Data Warehouse
10 11 (22.45%) SAS
10 11 (22.45%) SQL
10 11 (22.45%) Time Management
11 10 (20.41%) Degree
11 10 (20.41%) Computer Science
11 10 (20.41%) Star Schema
12 8 (16.33%) Data Mining
12 8 (16.33%) Agile Software Development
12 8 (16.33%) Coaching
13 7 (14.29%) Analytics
13 7 (14.29%) Visualisation
13 7 (14.29%) Stakeholder Management
13 7 (14.29%) Microsoft
13 7 (14.29%) Oracle
14 6 (12.24%) Business Intelligence
14 6 (12.24%) SQL Server Reporting Services
14 6 (12.24%) SQL Server Analysis Services

Data Quality
Top Related IT Skills in West 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 11 (22.45%) SAS
2 2 (4.08%) Confluence
Applications
1 4 (8.16%) MS Excel
2 2 (4.08%) MS PowerPoint
3 1 (2.04%) MS Office
3 1 (2.04%) MS Project
3 1 (2.04%) MS Visio
Business Applications
1 3 (6.12%) SAP IS-U
Database & Business Intelligence
1 16 (32.65%) IBM InfoSphere
2 13 (26.53%) Data Warehouse
3 10 (20.41%) Star Schema
4 8 (16.33%) Data Mining
5 6 (12.24%) SQL Server Analysis Services
5 6 (12.24%) SQL Server Integration Services
5 6 (12.24%) SQL Server Reporting Services
6 5 (10.20%) SQL Server
7 3 (6.12%) Hadoop
8 2 (4.08%) Oracle Reports
8 2 (4.08%) SAS Enterprise Guide
8 2 (4.08%) SQL Server 2012
9 1 (2.04%) GIS
9 1 (2.04%) MS Access
9 1 (2.04%) NoSQL
9 1 (2.04%) SAS Data Integration Studio
9 1 (2.04%) SQL Server 2005
9 1 (2.04%) SQL Server 2008
9 1 (2.04%) SQL Server 2014
Development Applications
1 4 (8.16%) ERwin
2 2 (4.08%) JIRA
General
1 29 (59.18%) Finance
2 2 (4.08%) Banking
2 2 (4.08%) Billing
3 1 (2.04%) Retail
Job Titles
1 27 (55.10%) Analyst
2 22 (44.90%) Data Analyst
3 12 (24.49%) Data Modeller
4 11 (22.45%) Senior Analyst
5 8 (16.33%) Business Analyst
6 7 (14.29%) Senior Data Modeller
7 6 (12.24%) Data Business Analyst
7 6 (12.24%) Developer
8 5 (10.20%) Business Data Analyst
9 4 (8.16%) Business Intelligence Developer
9 4 (8.16%) Senior Business Analyst
10 3 (6.12%) Architect
10 3 (6.12%) Data Quality Analyst
10 3 (6.12%) Data Scientist
10 3 (6.12%) Oracle Analyst
10 3 (6.12%) SQL Analyst
10 3 (6.12%) SQL Data Analyst
11 2 (4.08%) Data Quality Business Analyst
11 2 (4.08%) Governance Analyst
11 2 (4.08%) SAP ISU Consultant
Libraries, Frameworks & Software Standards
1 3 (6.12%) XML
2 2 (4.08%) MDX
Miscellaneous
1 17 (34.69%) Data Structures
2 10 (20.41%) Computer Science
3 7 (14.29%) Visualisation
4 6 (12.24%) Analytical Skills
5 4 (8.16%) Credit Risk
6 3 (6.12%) Data Integration
7 2 (4.08%) Reference Data
8 1 (2.04%) Data Extraction
8 1 (2.04%) Management Information System
8 1 (2.04%) Virtual Team
Operating Systems
1 5 (10.20%) Unix
2 1 (2.04%) AIX
2 1 (2.04%) Linux
Processes & Methodologies
1 32 (65.31%) Data Modelling
2 25 (51.02%) Data Analysis
2 25 (51.02%) Data Management
3 22 (44.90%) Data Governance
4 20 (40.82%) Quality Management
5 16 (32.65%) Data Mapping
6 15 (30.61%) Business Analysis
6 15 (30.61%) Information Management
7 11 (22.45%) Time Management
8 8 (16.33%) Agile Software Development
8 8 (16.33%) Coaching
9 7 (14.29%) Analytics
9 7 (14.29%) Stakeholder Management
10 6 (12.24%) Business Intelligence
10 6 (12.24%) Requirements Analysis
11 5 (10.20%) Migration
12 4 (8.16%) Data Visualisation
12 4 (8.16%) ETL
12 4 (8.16%) Logical Data Model
13 3 (6.12%) Data Analytics
Programming Languages
1 11 (22.45%) SQL
2 5 (10.20%) JavaScript
2 5 (10.20%) Python
2 5 (10.20%) T-SQL
3 2 (4.08%) C++
3 2 (4.08%) R
3 2 (4.08%) VBA
Qualifications
1 10 (20.41%) Degree
2 1 (2.04%) BPSS Clearance
2 1 (2.04%) Security Cleared
Quality Assurance & Compliance
1 3 (6.12%) QA
2 2 (4.08%) Disclosure Scotland
3 1 (2.04%) CRD IV
3 1 (2.04%) FINREP
Systems Management
1 4 (8.16%) Oracle EDQ
2 1 (2.04%) Tivoli
Vendors
1 15 (30.61%) IBM
2 7 (14.29%) Microsoft
2 7 (14.29%) Oracle
3 4 (8.16%) DataFlux
4 3 (6.12%) SAP
5 1 (2.04%) Teradata
5 1 (2.04%) Trillium
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