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 25 September 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
25 Sep 2016
Same period 2015 Same period 2014
Data Quality
Rank 122 104 82
Rank change year-on-year
-18 -22
Contract jobs citing Data Quality 20 50 42
As % of all contract IT jobs located in Yorkshire 0.71% 1.57% 1.72%
As % of the Quality Assurance & Compliance category 10.70% 18.12% 17.28%
Number of daily rates quoted 17 39 14
Median daily rate £450 £475 £420
Median daily rate % change year-on-year
-5.26% +13.09%
90% offered a daily rate of more than £349 £300 £210
10% offered a daily rate of more than £560 £550 £535
UK excluding London median daily rate £425 £450 £375
% change year-on-year
-5.55% +20.00%
Number of hourly rates quoted 0 4 0
Median hourly rate - £9.75 -
UK excluding London median hourly rate £10.00 £13.50 £16.50
% change year-on-year
-25.92% -18.18%
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
187 276 243
As % of all contract IT jobs located in Yorkshire 6.62% 8.65% 9.93%
Number of daily rates quoted 102 201 145
Median daily rate £378 £425 £350
Median daily rate % change year-on-year
-11.17% +21.42%
90% offered a daily rate of more than £223 £267 £246
10% offered a daily rate of more than £503 £550 £650
UK excluding London median daily rate £400 £413 £376
% change year-on-year
-3.03% +9.63%
Number of hourly rates quoted 14 18 12
Median hourly rate £14.50 £11.67 £22.00
Median hourly rate % change year-on-year
+24.25% -46.95%
90% offered a hourly rate of more than £11.80 £9.00 £12.05
10% offered a hourly rate of more than £38.80 £14.95 £48.80
UK excluding London median hourly rate £30.41 £30.00 £20.00
% change year-on-year
+1.35% +50.00%

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 25 September 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 25 September 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 -6 15 £475 -13.63% 3
East Yorkshire - 3 £343 -
Humberside - 1 £375 -
Data Quality
England

Data Quality
Top 30 Related IT Skills in Yorkshire

For the 6 months to 25 September 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 33 (66.00%) Data Modelling
1 33 (66.00%) Finance
2 29 (58.00%) Data Governance
3 25 (50.00%) Data Management
3 25 (50.00%) Data Analysis
4 19 (38.00%) Quality Management
5 17 (34.00%) Data Warehouse
6 16 (32.00%) Information Management
7 13 (26.00%) IBM
7 13 (26.00%) Data Structures
7 13 (26.00%) Data Mapping
8 12 (24.00%) IBM InfoSphere
8 12 (24.00%) Star Schema
9 11 (22.00%) SQL
9 11 (22.00%) Time Management
9 11 (22.00%) Business Analysis
10 10 (20.00%) Analytical Skills
11 9 (18.00%) Data Architecture
11 9 (18.00%) Degree
11 9 (18.00%) Computer Science
11 9 (18.00%) QA
11 9 (18.00%) Stakeholder Management
12 8 (16.00%) SAS
12 8 (16.00%) Business Intelligence
12 8 (16.00%) Requirements Analysis
12 8 (16.00%) Coaching
12 8 (16.00%) Logical Data Model
13 7 (14.00%) Analytics
13 7 (14.00%) T-SQL
14 6 (12.00%) Banking

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 8 (16.00%) SAS
Applications
1 2 (4.00%) Spreadsheet
2 1 (2.00%) MS Office
Cloud Services
1 1 (2.00%) PaaS
Database & Business Intelligence
1 17 (34.00%) Data Warehouse
2 12 (24.00%) IBM InfoSphere
2 12 (24.00%) Star Schema
3 5 (10.00%) Microsoft Power View
3 5 (10.00%) PowerPivot
3 5 (10.00%) SQL Server
3 5 (10.00%) SQL Server Reporting Services
4 4 (8.00%) NoSQL
5 2 (4.00%) BusinessObjects
5 2 (4.00%) Enterprise Data Warehouse
5 2 (4.00%) SQL Server Integration Services
6 1 (2.00%) Apache Cassandra
6 1 (2.00%) Hadoop
6 1 (2.00%) MongoDB
6 1 (2.00%) OLAP
6 1 (2.00%) Oracle Database
6 1 (2.00%) Oracle Database 11g
6 1 (2.00%) RDBMS
6 1 (2.00%) SAS Data Integration Studio
6 1 (2.00%) SAS Enterprise Guide
Development Applications
1 1 (2.00%) ERwin
General
1 33 (66.00%) Finance
2 6 (12.00%) Banking
3 4 (8.00%) Retail
4 3 (6.00%) Retail Banking
Job Titles
1 28 (56.00%) Analyst
2 21 (42.00%) Data Analyst
3 12 (24.00%) Data Modeller
4 11 (22.00%) Senior Analyst
5 7 (14.00%) Architect
5 7 (14.00%) Business Analyst
5 7 (14.00%) Developer
5 7 (14.00%) Senior Data Modeller
6 6 (12.00%) Data Architect
6 6 (12.00%) Data Business Analyst
7 4 (8.00%) Business Data Analyst
7 4 (8.00%) Data Quality Analyst
7 4 (8.00%) Governance Analyst
8 3 (6.00%) Data Quality Business Analyst
8 3 (6.00%) Report Developer
8 3 (6.00%) SQL Developer
9 2 (4.00%) Banking Analyst
9 2 (4.00%) Data Quality Specialist
9 2 (4.00%) Data Warehouse Developer
9 2 (4.00%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 5 (10.00%) XML
Miscellaneous
1 13 (26.00%) Data Structures
2 10 (20.00%) Analytical Skills
3 9 (18.00%) Computer Science
4 6 (12.00%) Data Integration
5 5 (10.00%) Credit Risk
5 5 (10.00%) Management Information System
5 5 (10.00%) Visualisation
6 1 (2.00%) Public Cloud
6 1 (2.00%) Reference Data
6 1 (2.00%) Statistics
Operating Systems
1 6 (12.00%) Unix
2 1 (2.00%) Linux
Processes & Methodologies
1 33 (66.00%) Data Modelling
2 29 (58.00%) Data Governance
3 25 (50.00%) Data Analysis
3 25 (50.00%) Data Management
4 19 (38.00%) Quality Management
5 16 (32.00%) Information Management
6 13 (26.00%) Data Mapping
7 11 (22.00%) Business Analysis
7 11 (22.00%) Time Management
8 9 (18.00%) Data Architecture
8 9 (18.00%) Stakeholder Management
9 8 (16.00%) Business Intelligence
9 8 (16.00%) Coaching
9 8 (16.00%) Logical Data Model
9 8 (16.00%) Requirements Analysis
10 7 (14.00%) Analytics
11 5 (10.00%) Data Visualisation
12 4 (8.00%) Data Stewardship
13 3 (6.00%) Data Cleansing
13 3 (6.00%) Physical Data Model
Programming Languages
1 11 (22.00%) SQL
2 7 (14.00%) T-SQL
3 1 (2.00%) PL/SQL
Qualifications
1 9 (18.00%) Degree
2 1 (2.00%) BC Cleared
2 1 (2.00%) ISEB
2 1 (2.00%) Security Cleared
Quality Assurance & Compliance
1 9 (18.00%) QA
Vendors
1 13 (26.00%) IBM
2 6 (12.00%) Microsoft
3 3 (6.00%) Informatica
4 2 (4.00%) Cognos
4 2 (4.00%) SAP
5 1 (2.00%) Oracle
5 1 (2.00%) Tableau
5 1 (2.00%) Teradata
5 1 (2.00%) Trillium