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 30 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
30 Sep 2016
Same period 2015 Same period 2014
Data Quality
Rank 106 106 68
Rank change year-on-year
0 -38
Contract jobs citing Data Quality 17 24 33
As % of all contract IT jobs located in West Yorkshire 0.90% 1.05% 2.00%
As % of the Quality Assurance & Compliance category 11.89% 13.26% 20.75%
Number of daily rates quoted 15 17 6
Median daily rate £450 £550 £350
Median daily rate % change year-on-year
-18.18% +57.14%
90% offered a daily rate of more than £394 £350 £150
10% offered a daily rate of more than £565 £550 £448
UK excluding London median daily rate £425 £450 £375
% change year-on-year
-5.55% +20.00%
Number of hourly rates quoted 0 2 0
Median hourly rate - £9.00 -
UK excluding London median hourly rate £10.00 £13.50 £16.50
% change year-on-year
-25.92% -18.18%
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
143 181 159
As % of all contract IT jobs located in West Yorkshire 7.55% 7.92% 9.63%
Number of daily rates quoted 83 131 92
Median daily rate £400 £413 £360
Median daily rate % change year-on-year
-3.03% +14.58%
90% offered a daily rate of more than £255 £260 £225
10% offered a daily rate of more than £525 £550 £680
UK excluding London median daily rate £400 £413 £375
% change year-on-year
-3.03% +10.00%
Number of hourly rates quoted 7 12 4
Median hourly rate £12.25 £11.92 £31.00
Median hourly rate % change year-on-year
+2.76% -61.54%
90% offered a hourly rate of more than £11.95 £9.00 £11.30
10% offered a hourly rate of more than £14.50 £13.41 £50.00
UK excluding London median hourly rate £32.00 £28.00 £20.00
% change year-on-year
+14.28% +40.00%

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 30 September 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 30 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
Leeds +1 12 £488 -11.36% 2
Halifax +10 4 £425 -
Data Quality
Yorkshire

Data Quality
Top 30 Related IT Skills in West Yorkshire

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

1 33 (75.00%) Finance
2 31 (70.45%) Data Modelling
3 29 (65.91%) Data Governance
4 27 (61.36%) Data Management
5 25 (56.82%) Data Analysis
6 19 (43.18%) Quality Management
7 15 (34.09%) Data Warehouse
8 13 (29.55%) IBM
8 13 (29.55%) Data Mapping
8 13 (29.55%) Data Structures
9 12 (27.27%) IBM InfoSphere
9 12 (27.27%) Information Management
10 11 (25.00%) Business Analysis
10 11 (25.00%) SAS
10 11 (25.00%) Time Management
11 10 (22.73%) Star Schema
12 9 (20.45%) Stakeholder Management
12 9 (20.45%) Degree
12 9 (20.45%) Computer Science
12 9 (20.45%) Analytical Skills
13 8 (18.18%) Coaching
13 8 (18.18%) Logical Data Model
13 8 (18.18%) Data Architecture
13 8 (18.18%) Requirements Analysis
14 6 (13.64%) Analytics
14 6 (13.64%) Credit Risk
14 6 (13.64%) Unix
14 6 (13.64%) Banking
15 5 (11.36%) XML
15 5 (11.36%) Business Intelligence

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 (25.00%) SAS
Applications
1 1 (2.27%) MS Office
Database & Business Intelligence
1 15 (34.09%) Data Warehouse
2 12 (27.27%) IBM InfoSphere
3 10 (22.73%) Star Schema
4 4 (9.09%) NoSQL
5 2 (4.55%) SAS Data Integration Studio
5 2 (4.55%) SAS Enterprise Guide
6 1 (2.27%) Apache Cassandra
6 1 (2.27%) Data Mart
6 1 (2.27%) Hadoop
6 1 (2.27%) MongoDB
6 1 (2.27%) OLAP
6 1 (2.27%) OLAP Cube
6 1 (2.27%) RDBMS
6 1 (2.27%) Relational Database
6 1 (2.27%) SQL Server
6 1 (2.27%) SQL Server Integration Services
General
1 33 (75.00%) Finance
2 6 (13.64%) Banking
3 4 (9.09%) Retail
4 3 (6.82%) Retail Banking
Job Titles
1 26 (59.09%) Analyst
2 20 (45.45%) Data Analyst
3 12 (27.27%) Data Modeller
4 10 (22.73%) Senior Analyst
5 7 (15.91%) Business Analyst
5 7 (15.91%) Senior Data Modeller
6 6 (13.64%) Architect
6 6 (13.64%) Data Architect
6 6 (13.64%) Data Business Analyst
7 4 (9.09%) Business Data Analyst
7 4 (9.09%) Data Quality Analyst
7 4 (9.09%) Governance Analyst
8 3 (6.82%) Data Quality Business Analyst
8 3 (6.82%) Developer
8 3 (6.82%) Project Manager
9 2 (4.55%) Analytics Manager
9 2 (4.55%) Banking Analyst
9 2 (4.55%) Customer Analytics Manager
9 2 (4.55%) Data Quality Specialist
9 2 (4.55%) Infrastructure Project Manager
Libraries, Frameworks & Software Standards
1 5 (11.36%) XML
Miscellaneous
1 13 (29.55%) Data Structures
2 9 (20.45%) Analytical Skills
2 9 (20.45%) Computer Science
3 6 (13.64%) Credit Risk
4 5 (11.36%) Data Integration
5 2 (4.55%) Management Information System
6 1 (2.27%) Visualisation
Operating Systems
1 6 (13.64%) Unix
2 1 (2.27%) Linux
Processes & Methodologies
1 31 (70.45%) Data Modelling
2 29 (65.91%) Data Governance
3 27 (61.36%) Data Management
4 25 (56.82%) Data Analysis
5 19 (43.18%) Quality Management
6 13 (29.55%) Data Mapping
7 12 (27.27%) Information Management
8 11 (25.00%) Business Analysis
8 11 (25.00%) Time Management
9 9 (20.45%) Stakeholder Management
10 8 (18.18%) Coaching
10 8 (18.18%) Data Architecture
10 8 (18.18%) Logical Data Model
10 8 (18.18%) Requirements Analysis
11 6 (13.64%) Analytics
12 5 (11.36%) Business Intelligence
13 4 (9.09%) Data Stewardship
14 3 (6.82%) Customer Analytics
14 3 (6.82%) Data Cleansing
14 3 (6.82%) Physical Data Model
Programming Languages
1 3 (6.82%) SQL
2 1 (2.27%) T-SQL
Qualifications
1 9 (20.45%) Degree
Quality Assurance & Compliance
1 3 (6.82%) QA
Vendors
1 13 (29.55%) IBM
2 2 (4.55%) Informatica
2 2 (4.55%) Microsoft
2 2 (4.55%) SAP
3 1 (2.27%) Tableau
3 1 (2.27%) Teradata
3 1 (2.27%) Trillium