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 31 August 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
31 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 106 93 59
Rank change year-on-year
-13 -34
Contract jobs citing Data Quality 16 29 42
As % of all contract IT jobs located in West Yorkshire 0.79% 1.28% 2.51%
As % of the Quality Assurance & Compliance category 9.47% 16.57% 23.60%
Number of daily rates quoted 13 24 11
Median daily rate £450 £538 £440
Median daily rate % change year-on-year
-16.27% +22.15%
90% offered a daily rate of more than £385 £330 £160
10% offered a daily rate of more than £550 £550 £515
UK excluding London median daily rate £425 £450 £400
% change year-on-year
-5.55% +12.50%
Number of hourly rates quoted 0 2 0
Median hourly rate - £9.00 -
UK excluding London median hourly rate £13.25 £12.36 £16.50
% change year-on-year
+7.24% -25.12%
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
169 175 178
As % of all contract IT jobs located in West Yorkshire 8.37% 7.72% 10.63%
Number of daily rates quoted 94 134 103
Median daily rate £400 £425 £365
Median daily rate % change year-on-year
-5.88% +16.43%
90% offered a daily rate of more than £277 £275 £250
10% offered a daily rate of more than £550 £550 £675
UK excluding London median daily rate £400 £408 £380
% change year-on-year
-1.84% +7.23%
Number of hourly rates quoted 10 8 5
Median hourly rate £14.50 £9.50 £13.50
Median hourly rate % change year-on-year
+52.63% -29.62%
90% offered a hourly rate of more than £12.18 £9.00 £11.40
10% offered a hourly rate of more than £16.00 £13.57 £50.00
UK excluding London median hourly rate £28.15 £25.69 £20.00
% change year-on-year
+9.57% +28.45%

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 31 August 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 31 August 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 -14 11 £550 - 1
Halifax +10 5 £450 -
Data Quality
Yorkshire

Data Quality
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 31 August 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 31 (75.61%) Finance
2 30 (73.17%) Data Modelling
3 27 (65.85%) Data Governance
4 25 (60.98%) Data Management
5 24 (58.54%) Data Analysis
6 18 (43.90%) Quality Management
7 14 (34.15%) Data Warehouse
8 13 (31.71%) IBM
8 13 (31.71%) Data Mapping
8 13 (31.71%) Data Structures
9 12 (29.27%) IBM InfoSphere
10 11 (26.83%) Information Management
10 11 (26.83%) Business Analysis
10 11 (26.83%) Time Management
11 10 (24.39%) Star Schema
12 9 (21.95%) Stakeholder Management
12 9 (21.95%) Degree
12 9 (21.95%) Computer Science
12 9 (21.95%) Data Architecture
13 8 (19.51%) Coaching
13 8 (19.51%) Analytical Skills
13 8 (19.51%) Logical Data Model
13 8 (19.51%) Requirements Analysis
13 8 (19.51%) SAS
14 6 (14.63%) Data Integration
14 6 (14.63%) Unix
14 6 (14.63%) Banking
15 5 (12.20%) XML
15 5 (12.20%) Credit Risk
16 4 (9.76%) Data Stewardship

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 (19.51%) SAS
Applications
1 1 (2.44%) MS Excel
1 1 (2.44%) MS Office
1 1 (2.44%) MS PowerPoint
1 1 (2.44%) MS Project
Business Applications
1 1 (2.44%) SAP IS-U
Database & Business Intelligence
1 14 (34.15%) Data Warehouse
2 12 (29.27%) IBM InfoSphere
3 10 (24.39%) Star Schema
4 4 (9.76%) NoSQL
5 1 (2.44%) RDBMS
5 1 (2.44%) Relational Database
5 1 (2.44%) SAS Data Integration Studio
5 1 (2.44%) SAS Enterprise Guide
General
1 31 (75.61%) Finance
2 6 (14.63%) Banking
3 3 (7.32%) Retail
4 2 (4.88%) Retail Banking
5 1 (2.44%) Billing
Job Titles
1 27 (65.85%) Analyst
2 21 (51.22%) Data Analyst
3 12 (29.27%) Data Modeller
4 10 (24.39%) Senior Analyst
5 8 (19.51%) Business Analyst
6 7 (17.07%) Data Business Analyst
6 7 (17.07%) Senior Data Modeller
7 6 (14.63%) Architect
8 5 (12.20%) Data Architect
8 5 (12.20%) Data Quality Analyst
9 4 (9.76%) Business Data Analyst
9 4 (9.76%) Data Quality Business Analyst
9 4 (9.76%) Governance Analyst
10 2 (4.88%) Banking Analyst
10 2 (4.88%) Data Quality Specialist
10 2 (4.88%) Quality Analyst
10 2 (4.88%) Senior Business Analyst
10 2 (4.88%) Technical Architect
11 1 (2.44%) Consultant
11 1 (2.44%) Developer
Libraries, Frameworks & Software Standards
1 5 (12.20%) XML
Miscellaneous
1 13 (31.71%) Data Structures
2 9 (21.95%) Computer Science
3 8 (19.51%) Analytical Skills
4 6 (14.63%) Data Integration
5 5 (12.20%) Credit Risk
6 2 (4.88%) Management Information System
6 2 (4.88%) Reference Data
7 1 (2.44%) Virtual Team
Operating Systems
1 6 (14.63%) Unix
2 1 (2.44%) Linux
Processes & Methodologies
1 30 (73.17%) Data Modelling
2 27 (65.85%) Data Governance
3 25 (60.98%) Data Management
4 24 (58.54%) Data Analysis
5 18 (43.90%) Quality Management
6 13 (31.71%) Data Mapping
7 11 (26.83%) Business Analysis
7 11 (26.83%) Information Management
7 11 (26.83%) Time Management
8 9 (21.95%) Data Architecture
8 9 (21.95%) Stakeholder Management
9 8 (19.51%) Coaching
9 8 (19.51%) Logical Data Model
9 8 (19.51%) Requirements Analysis
10 4 (9.76%) Data Stewardship
11 3 (7.32%) Analytics
11 3 (7.32%) Change Management
11 3 (7.32%) Content Management
11 3 (7.32%) Data Cleansing
11 3 (7.32%) Physical Data Model
Programming Languages
1 2 (4.88%) C++
1 2 (4.88%) JavaScript
1 2 (4.88%) Python
1 2 (4.88%) SQL
Qualifications
1 9 (21.95%) Degree
2 1 (2.44%) BPSS Clearance
2 1 (2.44%) Security Cleared
Quality Assurance & Compliance
1 3 (7.32%) QA
2 1 (2.44%) CRD IV
2 1 (2.44%) Disclosure Scotland
2 1 (2.44%) FINREP
Vendors
1 13 (31.71%) IBM
2 2 (4.88%) Informatica
2 2 (4.88%) SAP
3 1 (2.44%) Microsoft
3 1 (2.44%) Teradata
3 1 (2.44%) Trillium