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 4 December 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
4 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 81 55 94
Rank change year-on-year
-26 +39
Contract jobs citing Data Quality 25 65 8
As % of all contract IT jobs located in West Yorkshire 1.65% 3.00% 0.44%
As % of the Quality Assurance & Compliance category 16.45% 25.49% 5.19%
Number of daily rates quoted 19 46 2
Median daily rate £475 £425 £238
Median daily rate % change year-on-year
+11.76% +78.94%
90% offered a daily rate of more than £370 £303 £228
10% offered a daily rate of more than £600 £520 £248
UK excluding London median daily rate £400 £400 £380
% change year-on-year
- +5.26%
Number of hourly rates quoted 1 3 0
Median hourly rate £29.50 £19.50 -
Median hourly rate % change year-on-year
+51.28% -
UK excluding London median hourly rate £13.00 £19.50 £18.00
% change year-on-year
-33.33% +8.33%
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
152 255 154
As % of all contract IT jobs located in West Yorkshire 10.05% 11.77% 8.53%
Number of daily rates quoted 98 182 101
Median daily rate £408 £405 £340
Median daily rate % change year-on-year
+0.67% +19.11%
90% offered a daily rate of more than £281 £263 £225
10% offered a daily rate of more than £665 £550 £557
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 10 10 10
Median hourly rate £14.50 £13.29 £19.25
Median hourly rate % change year-on-year
+9.14% -30.98%
90% offered a hourly rate of more than £11.58 £12.00 £11.70
10% offered a hourly rate of more than £21.82 £19.50 £40.30
UK excluding London median hourly rate £22.50 £25.00 £22.00
% change year-on-year
-10.00% +13.63%

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 4 December 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 4 December 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 -17 21 £500 +17.64% 2
Bradford +14 2 - -
Halifax +10 2 £425 -3.40%
Data Quality
Yorkshire

Data Quality
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 4 December 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 19 (47.50%) Data Modelling
2 18 (45.00%) Data Governance
3 17 (42.50%) Finance
4 15 (37.50%) Data Management
5 10 (25.00%) IBM
5 10 (25.00%) SAP
6 9 (22.50%) SAS
6 9 (22.50%) Data Analysis
6 9 (22.50%) Analytical Skills
6 9 (22.50%) Data Architecture
7 8 (20.00%) Logical Data Model
7 8 (20.00%) IBM InfoSphere
7 8 (20.00%) SQL
8 7 (17.50%) DB2
8 7 (17.50%) Quality Management
9 6 (15.00%) Stakeholder Management
9 6 (15.00%) Management Information System
9 6 (15.00%) Business Intelligence
9 6 (15.00%) Data Integration
9 6 (15.00%) Information Governance
10 5 (12.50%) Analytics
10 5 (12.50%) Banking
11 4 (10.00%) Risk Management
11 4 (10.00%) Data Warehouse
11 4 (10.00%) Data Stewardship
11 4 (10.00%) Data Structures
11 4 (10.00%) NoSQL
12 3 (7.50%) Data Cleansing
12 3 (7.50%) Credit Risk
12 3 (7.50%) Retail Banking

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 9 (22.50%) SAS
2 1 (2.50%) Apache
2 1 (2.50%) Tomcat
Cloud Services
1 1 (2.50%) Amazon AWS
1 1 (2.50%) Microsoft Azure
Communications & Networking
1 1 (2.50%) OpenLDAP
Database & Business Intelligence
1 8 (20.00%) IBM InfoSphere
2 7 (17.50%) DB2
3 4 (10.00%) Data Warehouse
3 4 (10.00%) NoSQL
4 2 (5.00%) SAS Data Integration Studio
4 2 (5.00%) SQL Server Integration Services
5 1 (2.50%) Apache Cassandra
5 1 (2.50%) Data Mart
5 1 (2.50%) Hadoop
5 1 (2.50%) MongoDB
5 1 (2.50%) OLAP
5 1 (2.50%) OLAP Cube
5 1 (2.50%) RDBMS
5 1 (2.50%) Redis
5 1 (2.50%) Relational Database
5 1 (2.50%) SAS Enterprise Guide
5 1 (2.50%) SQL Server
5 1 (2.50%) SQL Server Analysis Services
5 1 (2.50%) SQL Server Reporting Services
5 1 (2.50%) Star Schema
Development Applications
1 1 (2.50%) JMeter
General
1 17 (42.50%) Finance
2 5 (12.50%) Banking
3 3 (7.50%) Billing
3 3 (7.50%) Retail
3 3 (7.50%) Retail Banking
4 2 (5.00%) Marketing
Job Titles
1 12 (30.00%) Analyst
2 8 (20.00%) Consultant
2 8 (20.00%) Data Consultant
3 7 (17.50%) Architect
3 7 (17.50%) Data Analyst
4 6 (15.00%) Data Architect
4 6 (15.00%) Data Quality Analyst
4 6 (15.00%) Data Quality Consultant
5 4 (10.00%) Business Analyst
5 4 (10.00%) Developer
5 4 (10.00%) Technical Consultant
6 3 (7.50%) Data Business Analyst
6 3 (7.50%) Data Quality Business Analyst
6 3 (7.50%) Quality Analyst
6 3 (7.50%) SAP Consultant
6 3 (7.50%) SAP Data Consultant
6 3 (7.50%) SAP Technical Consultant
7 2 (5.00%) Analytics Manager
7 2 (5.00%) Customer Analytics Manager
7 2 (5.00%) Data Governance Consultant
Libraries, Frameworks & Software Standards
1 2 (5.00%) XML
2 1 (2.50%) LAPP Stack
Miscellaneous
1 9 (22.50%) Analytical Skills
2 6 (15.00%) Data Integration
2 6 (15.00%) Management Information System
3 4 (10.00%) Data Structures
4 3 (7.50%) Credit Risk
5 1 (2.50%) NHS
5 1 (2.50%) Reference Data
5 1 (2.50%) Visualisation
Operating Systems
1 3 (7.50%) Unix
2 1 (2.50%) AIX
2 1 (2.50%) Linux
Processes & Methodologies
1 19 (47.50%) Data Modelling
2 18 (45.00%) Data Governance
3 15 (37.50%) Data Management
4 9 (22.50%) Data Analysis
4 9 (22.50%) Data Architecture
5 8 (20.00%) Logical Data Model
6 7 (17.50%) Quality Management
7 6 (15.00%) Business Intelligence
7 6 (15.00%) Information Governance
7 6 (15.00%) Stakeholder Management
8 5 (12.50%) Analytics
9 4 (10.00%) Data Stewardship
9 4 (10.00%) Risk Management
10 3 (7.50%) Agile Software Development
10 3 (7.50%) Content Management
10 3 (7.50%) Data Cleansing
10 3 (7.50%) Data Privacy
10 3 (7.50%) ETL
10 3 (7.50%) Performance Monitoring
10 3 (7.50%) Physical Data Model
Programming Languages
1 8 (20.00%) SQL
2 2 (5.00%) T-SQL
3 1 (2.50%) Java
3 1 (2.50%) JavaScript
3 1 (2.50%) PHP
Qualifications
1 2 (5.00%) Degree
2 1 (2.50%) Security Cleared
Quality Assurance & Compliance
1 2 (5.00%) QA
System Software
1 1 (2.50%) Docker
Systems Management
1 1 (2.50%) Nagios
Vendors
1 10 (25.00%) IBM
1 10 (25.00%) SAP
2 2 (5.00%) Informatica
2 2 (5.00%) Microsoft
3 1 (2.50%) Splunk
3 1 (2.50%) Tableau