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 May 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 May 2016
Same period 2015 Same period 2014
Data Quality
Rank 102 92 84
Rank change year-on-year
-10 -8
Contract jobs citing Data Quality 24 32 24
As % of all contract IT jobs located in West Yorkshire 1.18% 1.59% 1.33%
As % of the Quality Assurance & Compliance category 16.67% 13.97% 13.79%
Number of daily rates quoted 18 24 11
Median daily rate £413 £400 £365
Median daily rate % change year-on-year
+3.12% +9.58%
90% offered a daily rate of more than £386 £308 £325
10% offered a daily rate of more than £555 £522 £425
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 £13.50 £25.00 £13.61
% change year-on-year
-46.00% +83.75%
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
144 229 174
As % of all contract IT jobs located in West Yorkshire 7.08% 11.36% 9.66%
Number of daily rates quoted 91 173 120
Median daily rate £405 £350 £338
Median daily rate % change year-on-year
+15.71% +3.70%
90% offered a daily rate of more than £305 £177 £229
10% offered a daily rate of more than £570 £500 £400
UK excluding London median daily rate £400 £375 £365
% change year-on-year
+6.66% +2.73%
Number of hourly rates quoted 5 4 1
Median hourly rate £11.75 £12.93 £15.00
Median hourly rate % change year-on-year
-9.10% -13.81%
UK excluding London median hourly rate £27.00 £23.00 £21.00
% change year-on-year
+17.39% +9.52%

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 May 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 May 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 -7 19 £400 +10.80% 4
Halifax +5 4 £425 -2.29%
Bradford - 3 - -
Data Quality
Yorkshire

Data Quality
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 26 May 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 33 (61.11%) Data Modelling
2 30 (55.56%) Finance
3 26 (48.15%) Data Analysis
4 23 (42.59%) Data Management
5 19 (35.19%) Quality Management
5 19 (35.19%) Data Governance
6 18 (33.33%) SQL
7 16 (29.63%) Data Mapping
7 16 (29.63%) Data Structures
7 16 (29.63%) IBM InfoSphere
8 15 (27.78%) Information Management
8 15 (27.78%) Data Warehouse
8 15 (27.78%) IBM
9 14 (25.93%) Business Analysis
10 13 (24.07%) Degree
11 12 (22.22%) SQL Server
12 11 (20.37%) Agile Software Development
13 10 (18.52%) Computer Science
13 10 (18.52%) Time Management
13 10 (18.52%) Business Intelligence
14 9 (16.67%) Star Schema
14 9 (16.67%) Data Mining
14 9 (16.67%) MS Excel
14 9 (16.67%) Oracle
14 9 (16.67%) Visualisation
14 9 (16.67%) Analytical Skills
15 8 (14.81%) Coaching
15 8 (14.81%) SAS
15 8 (14.81%) Migration
15 8 (14.81%) SQL Server Integration 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 8 (14.81%) SAS
2 2 (3.70%) Confluence
2 2 (3.70%) SharePoint
Applications
1 9 (16.67%) MS Excel
2 2 (3.70%) MS PowerPoint
3 1 (1.85%) MS Project
3 1 (1.85%) MS Visio
Business Applications
1 3 (5.56%) SAP IS-U
Database & Business Intelligence
1 16 (29.63%) IBM InfoSphere
2 15 (27.78%) Data Warehouse
3 12 (22.22%) SQL Server
4 9 (16.67%) Data Mining
4 9 (16.67%) Star Schema
5 8 (14.81%) SQL Server Integration Services
6 7 (12.96%) SQL Server Analysis Services
6 7 (12.96%) SQL Server Reporting Services
7 5 (9.26%) MS Access
8 4 (7.41%) Oracle Reports
9 3 (5.56%) Hadoop
9 3 (5.56%) SQL Server 2012
10 2 (3.70%) BusinessObjects
10 2 (3.70%) BusinessObjects XI
10 2 (3.70%) Relational Database
10 2 (3.70%) SAS Enterprise Guide
10 2 (3.70%) SQL Server 2014
11 1 (1.85%) GIS
11 1 (1.85%) SAS Data Integration Studio
11 1 (1.85%) SQL Server 2005
Development Applications
1 4 (7.41%) ERwin
2 2 (3.70%) JIRA
General
1 30 (55.56%) Finance
2 2 (3.70%) Back Office
2 2 (3.70%) Banking
2 2 (3.70%) Billing
2 2 (3.70%) Retail
3 1 (1.85%) Marketing
Job Titles
1 29 (53.70%) Analyst
2 22 (40.74%) Data Analyst
3 11 (20.37%) Data Modeller
4 10 (18.52%) Senior Analyst
5 9 (16.67%) Developer
6 7 (12.96%) Business Analyst
6 7 (12.96%) Senior Data Modeller
7 5 (9.26%) Business Data Analyst
7 5 (9.26%) Business Intelligence Developer
7 5 (9.26%) Data Business Analyst
8 4 (7.41%) Architect
9 3 (5.56%) Data Architect
9 3 (5.56%) Data Quality Analyst
9 3 (5.56%) Data Scientist
9 3 (5.56%) Information Analyst
9 3 (5.56%) Oracle Analyst
9 3 (5.56%) Senior Business Analyst
9 3 (5.56%) SQL Analyst
9 3 (5.56%) SQL Data Analyst
9 3 (5.56%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (5.56%) .NET
1 3 (5.56%) XML
2 2 (3.70%) MDX
Miscellaneous
1 16 (29.63%) Data Structures
2 10 (18.52%) Computer Science
3 9 (16.67%) Analytical Skills
3 9 (16.67%) Visualisation
4 4 (7.41%) Credit Risk
5 3 (5.56%) Management Information System
6 2 (3.70%) Data Integration
6 2 (3.70%) NHS
6 2 (3.70%) Reference Data
7 1 (1.85%) Data Extraction
7 1 (1.85%) Statistics
Operating Systems
1 6 (11.11%) Unix
2 2 (3.70%) Linux
3 1 (1.85%) AIX
Processes & Methodologies
1 33 (61.11%) Data Modelling
2 26 (48.15%) Data Analysis
3 23 (42.59%) Data Management
4 19 (35.19%) Data Governance
4 19 (35.19%) Quality Management
5 16 (29.63%) Data Mapping
6 15 (27.78%) Information Management
7 14 (25.93%) Business Analysis
8 11 (20.37%) Agile Software Development
9 10 (18.52%) Business Intelligence
9 10 (18.52%) Time Management
10 8 (14.81%) Coaching
10 8 (14.81%) Migration
11 7 (12.96%) Analytics
11 7 (12.96%) ETL
12 6 (11.11%) Stakeholder Management
13 5 (9.26%) Data Validation
13 5 (9.26%) Data Visualisation
13 5 (9.26%) Requirements Analysis
13 5 (9.26%) Validation
Programming Languages
1 18 (33.33%) SQL
2 6 (11.11%) T-SQL
3 5 (9.26%) JavaScript
3 5 (9.26%) Python
4 4 (7.41%) VBA
5 2 (3.70%) C++
5 2 (3.70%) PL/SQL
5 2 (3.70%) R
5 2 (3.70%) Shell Script
5 2 (3.70%) VB
Qualifications
1 13 (24.07%) Degree
2 1 (1.85%) BPSS Clearance
2 1 (1.85%) Security Cleared
Quality Assurance & Compliance
1 3 (5.56%) QA
2 2 (3.70%) Disclosure Scotland
3 1 (1.85%) CRD IV
3 1 (1.85%) FINREP
Systems Management
1 4 (7.41%) Oracle EDQ
2 1 (1.85%) Tivoli
Vendors
1 15 (27.78%) IBM
2 9 (16.67%) Oracle
3 7 (12.96%) Microsoft
4 4 (7.41%) DataFlux
5 3 (5.56%) SAP
6 2 (3.70%) Capita
6 2 (3.70%) Trillium