The table below looks at the statistics for Data Quality skills in IT contracts advertised for the Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 29 July 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
29 Jul 2016
Same period 2015 Same period 2014
Data Quality
Rank 120 97 69
Rank change year-on-year
-23 -28
Contract jobs citing Data Quality 21 44 46
As % of all contract IT jobs located in Yorkshire 0.72% 1.47% 1.99%
As % of the Quality Assurance & Compliance category 9.63% 17.60% 20.72%
Number of daily rates quoted 13 35 16
Median daily rate £450 £475 £455
Median daily rate % change year-on-year
-5.26% +4.39%
90% offered a daily rate of more than £375 £332 £394
10% offered a daily rate of more than £550 £550 £550
UK excluding London median daily rate £425 £425 £375
% change year-on-year
- +13.33%
Number of hourly rates quoted 2 2 0
Median hourly rate £13.50 £9.00 -
Median hourly rate % change year-on-year
+50.00% -
UK excluding London median hourly rate £13.50 £14.35 £16.50
% change year-on-year
-5.92% -13.03%
Data Quality
England

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 Yorkshire region.

Quality Assurance & Compliance Category
Yorkshire
Contract IT job ads with a match in the
Quality Assurance & Compliance category
218 250 222
As % of all contract IT jobs located in Yorkshire 7.47% 8.37% 9.59%
Number of daily rates quoted 126 188 143
Median daily rate £400 £400 £350
Median daily rate % change year-on-year
- +14.28%
90% offered a daily rate of more than £294 £248 £240
10% offered a daily rate of more than £550 £540 £479
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 11 13 7
Median hourly rate £14.50 £15.00 £13.50
Median hourly rate % change year-on-year
-3.33% +11.11%
90% offered a hourly rate of more than £11.50 £9.00 £11.20
10% offered a hourly rate of more than £21.00 £92.80 £38.90
UK excluding London median hourly rate £28.00 £22.50 £21.00
% change year-on-year
+24.44% +7.14%

Data Quality
Jobs Demand Trend in Yorkshire

The demand trend of contract jobs across the 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 Yorkshire

Data Quality
Daily Rate Trend in Yorkshire

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

Data Quality Daily Rate Trend in Yorkshire

Data Quality
Daily Rate Histogram in Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Quality across the Yorkshire region over the 3 months to 29 July 2016.

Data Quality Daily Rate Histogram in Yorkshire

Data Quality
Hourly Rate Trend in Yorkshire

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

Data Quality Hourly Rate Trend in Yorkshire

Data Quality
Contract Job Locations in 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 Yorkshire region over the 3 months to 29 July 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
West Yorkshire -19 17 £450 -5.26% 3
North Yorkshire -1 2 - -
Data Quality
England

Data Quality
Top 30 Related IT Skills in Yorkshire

For the 6 months to 29 July 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 Yorkshire region with a requirement for Data Quality.

1 34 (68.00%) Data Modelling
2 29 (58.00%) Finance
3 25 (50.00%) Data Management
4 24 (48.00%) Data Analysis
4 24 (48.00%) Data Governance
5 18 (36.00%) Quality Management
6 13 (26.00%) IBM InfoSphere
6 13 (26.00%) Data Mapping
6 13 (26.00%) Information Management
7 12 (24.00%) Business Analysis
7 12 (24.00%) Data Warehouse
7 12 (24.00%) IBM
7 12 (24.00%) Data Structures
8 11 (22.00%) SQL
9 10 (20.00%) SAS
9 10 (20.00%) Star Schema
9 10 (20.00%) Time Management
10 9 (18.00%) Computer Science
10 9 (18.00%) Degree
10 9 (18.00%) Stakeholder Management
11 8 (16.00%) Requirements Analysis
11 8 (16.00%) Coaching
12 7 (14.00%) Logical Data Model
12 7 (14.00%) Data Integration
12 7 (14.00%) Data Architecture
13 6 (12.00%) Unix
14 5 (10.00%) Microsoft
14 5 (10.00%) Validation
14 5 (10.00%) Credit Risk
14 5 (10.00%) QA

Data Quality
Top Related IT Skills in 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 10 (20.00%) SAS
Applications
1 3 (6.00%) MS Excel
2 2 (4.00%) MS PowerPoint
2 2 (4.00%) Spreadsheet
3 1 (2.00%) MS Office
3 1 (2.00%) MS Project
3 1 (2.00%) MS Visio
Business Applications
1 3 (6.00%) SAP IS-U
Cloud Services
1 1 (2.00%) PaaS
Database & Business Intelligence
1 13 (26.00%) IBM InfoSphere
2 12 (24.00%) Data Warehouse
3 10 (20.00%) Star Schema
4 4 (8.00%) NoSQL
5 3 (6.00%) SAS Enterprise Guide
5 3 (6.00%) SQL Server
5 3 (6.00%) SQL Server Integration Services
6 2 (4.00%) BusinessObjects
6 2 (4.00%) Data Mining
6 2 (4.00%) DB2
6 2 (4.00%) Oracle Reports
6 2 (4.00%) Relational Database
6 2 (4.00%) SQL Server Analysis Services
6 2 (4.00%) SQL Server Reporting Services
7 1 (2.00%) Base SAS
7 1 (2.00%) Hadoop
7 1 (2.00%) Oracle Database
7 1 (2.00%) Oracle Database 11g
7 1 (2.00%) Oracle ODI
7 1 (2.00%) SAS Data Integration Studio
Development Applications
1 1 (2.00%) ERwin
1 1 (2.00%) Talend Open Studio
General
1 29 (58.00%) Finance
2 4 (8.00%) Banking
3 2 (4.00%) Billing
3 2 (4.00%) Retail
4 1 (2.00%) Retail Banking
Job Titles
1 29 (58.00%) Analyst
2 22 (44.00%) Data Analyst
3 12 (24.00%) Data Modeller
4 10 (20.00%) Senior Analyst
5 8 (16.00%) Business Analyst
6 7 (14.00%) Architect
6 7 (14.00%) Data Business Analyst
6 7 (14.00%) Senior Data Modeller
7 5 (10.00%) Data Architect
7 5 (10.00%) Data Quality Analyst
8 4 (8.00%) Business Data Analyst
8 4 (8.00%) Data Quality Business Analyst
8 4 (8.00%) Governance Analyst
9 3 (6.00%) Technical Architect
10 2 (4.00%) Business Intelligence Developer
10 2 (4.00%) Consultant
10 2 (4.00%) Developer
10 2 (4.00%) Quality Analyst
10 2 (4.00%) SAP Functional Consultant
10 2 (4.00%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 4 (8.00%) XML
2 2 (4.00%) MDX
Miscellaneous
1 12 (24.00%) Data Structures
2 9 (18.00%) Computer Science
3 7 (14.00%) Data Integration
4 5 (10.00%) Analytical Skills
4 5 (10.00%) Credit Risk
5 4 (8.00%) Reference Data
6 3 (6.00%) Management Information System
7 2 (4.00%) Visualisation
8 1 (2.00%) Public Cloud
8 1 (2.00%) Statistics
8 1 (2.00%) Virtual Team
Operating Systems
1 6 (12.00%) Unix
2 2 (4.00%) AIX
3 1 (2.00%) Linux
Processes & Methodologies
1 34 (68.00%) Data Modelling
2 25 (50.00%) Data Management
3 24 (48.00%) Data Analysis
3 24 (48.00%) Data Governance
4 18 (36.00%) Quality Management
5 13 (26.00%) Data Mapping
5 13 (26.00%) Information Management
6 12 (24.00%) Business Analysis
7 10 (20.00%) Time Management
8 9 (18.00%) Stakeholder Management
9 8 (16.00%) Coaching
9 8 (16.00%) Requirements Analysis
10 7 (14.00%) Data Architecture
10 7 (14.00%) Logical Data Model
11 5 (10.00%) Validation
12 4 (8.00%) Agile Software Development
12 4 (8.00%) Data Stewardship
13 3 (6.00%) Analytics
13 3 (6.00%) Content Management
13 3 (6.00%) Migration
Programming Languages
1 11 (22.00%) SQL
2 3 (6.00%) T-SQL
3 2 (4.00%) C++
3 2 (4.00%) JavaScript
3 2 (4.00%) Python
4 1 (2.00%) PL/SQL
Qualifications
1 9 (18.00%) Degree
2 2 (4.00%) Security Cleared
3 1 (2.00%) BC Cleared
3 1 (2.00%) BPSS Clearance
3 1 (2.00%) ISEB
Quality Assurance & Compliance
1 5 (10.00%) QA
2 1 (2.00%) CRD IV
2 1 (2.00%) Disclosure Scotland
2 1 (2.00%) FINREP
Systems Management
1 1 (2.00%) Tivoli
Vendors
1 12 (24.00%) IBM
2 5 (10.00%) Microsoft
3 4 (8.00%) Oracle
4 3 (6.00%) SAP
5 2 (4.00%) Cognos
5 2 (4.00%) Teradata
6 1 (2.00%) Ab Initio
6 1 (2.00%) DataFlux
6 1 (2.00%) Informatica
6 1 (2.00%) Talend
6 1 (2.00%) Trillium