The table below looks at the statistics for Data Quality skills in IT contracts advertised for the Leeds region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Quality over the 3 months to 7 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
7 Dec 2016
Same period 2015 Same period 2014
Data Quality
Rank 69 53 84
Rank change year-on-year
-16 +31
Contract jobs citing Data Quality 20 55 5
As % of all contract IT jobs located in Leeds 1.77% 3.44% 0.43%
As % of the Quality Assurance & Compliance category 18.35% 26.57% 4.27%
Number of daily rates quoted 15 41 0
Median daily rate £500 £425 -
Median daily rate % change year-on-year
+17.64% -
UK excluding London median daily rate £400 £400 £390
% change year-on-year
- +2.56%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £13.00 £19.50 £18.00
% change year-on-year
-33.33% +8.33%
Data Quality
West 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 Leeds region.

Quality Assurance & Compliance Category
Leeds
Contract IT job ads with a match in the
Quality Assurance & Compliance category
109 207 117
As % of all contract IT jobs located in Leeds 9.65% 12.95% 10.06%
Number of daily rates quoted 71 156 82
Median daily rate £450 £413 £345
Median daily rate % change year-on-year
+9.09% +19.56%
90% offered a daily rate of more than £288 £270 £198
10% offered a daily rate of more than £675 £560 £574
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 2 0 5
Median hourly rate £12.25 - £16.00
UK excluding London median hourly rate £21.98 £27.50 £22.00
% change year-on-year
-20.09% +25.00%

Data Quality
Jobs Demand Trend in Leeds

The demand trend of contract jobs across the Leeds 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 Leeds

Data Quality
Daily Rate Trend in Leeds

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

Data Quality Daily Rate Trend in Leeds

Data Quality
Daily Rate Histogram in Leeds

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Quality across the Leeds region over the 3 months to 7 December 2016.

Data Quality Daily Rate Histogram in Leeds

Data Quality
Hourly Rate Trend in Leeds

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

Data Quality Hourly Rate Trend in Leeds

Data Quality
Top 30 Related IT Skills in Leeds

For the 6 months to 7 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 Leeds region with a requirement for Data Quality.

1 17 (56.67%) Data Modelling
2 15 (50.00%) Data Governance
3 12 (40.00%) Finance
4 10 (33.33%) IBM
5 9 (30.00%) Data Architecture
6 8 (26.67%) IBM InfoSphere
6 8 (26.67%) SAP
6 8 (26.67%) Data Management
6 8 (26.67%) Data Analysis
7 7 (23.33%) Quality Management
7 7 (23.33%) SQL
7 7 (23.33%) DB2
7 7 (23.33%) Analytical Skills
7 7 (23.33%) Logical Data Model
8 6 (20.00%) Data Integration
8 6 (20.00%) Business Intelligence
8 6 (20.00%) Stakeholder Management
9 5 (16.67%) Management Information System
9 5 (16.67%) Information Governance
10 4 (13.33%) Data Stewardship
10 4 (13.33%) Analytics
10 4 (13.33%) NoSQL
10 4 (13.33%) Risk Management
10 4 (13.33%) Banking
11 3 (10.00%) Retail
11 3 (10.00%) Billing
11 3 (10.00%) Agile Software Development
11 3 (10.00%) Retail Banking
11 3 (10.00%) Content Management
11 3 (10.00%) Data Warehouse

Data Quality
Top Related IT Skills in Leeds 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 3 (10.00%) SAS
2 1 (3.33%) Apache
2 1 (3.33%) Tomcat
Cloud Services
1 1 (3.33%) Amazon AWS
1 1 (3.33%) Microsoft Azure
Communications & Networking
1 1 (3.33%) OpenLDAP
Database & Business Intelligence
1 8 (26.67%) IBM InfoSphere
2 7 (23.33%) DB2
3 4 (13.33%) NoSQL
4 3 (10.00%) Data Warehouse
5 2 (6.67%) SQL Server Integration Services
6 1 (3.33%) Apache Cassandra
6 1 (3.33%) Data Mart
6 1 (3.33%) DataStage
6 1 (3.33%) Hadoop
6 1 (3.33%) MongoDB
6 1 (3.33%) OLAP
6 1 (3.33%) OLAP Cube
6 1 (3.33%) PostgreSQL
6 1 (3.33%) RDBMS
6 1 (3.33%) Redis
6 1 (3.33%) Relational Database
6 1 (3.33%) SAS Enterprise Guide
6 1 (3.33%) SQL Server
6 1 (3.33%) SQL Server Analysis Services
6 1 (3.33%) SQL Server Reporting Services
Development Applications
1 1 (3.33%) JMeter
General
1 12 (40.00%) Finance
2 4 (13.33%) Banking
3 3 (10.00%) Billing
3 3 (10.00%) Retail
3 3 (10.00%) Retail Banking
4 2 (6.67%) Marketing
Job Titles
1 8 (26.67%) Analyst
1 8 (26.67%) Consultant
1 8 (26.67%) Data Consultant
2 7 (23.33%) Architect
3 6 (20.00%) Data Analyst
3 6 (20.00%) Data Architect
3 6 (20.00%) Data Quality Consultant
4 5 (16.67%) Data Quality Analyst
5 4 (13.33%) Technical Consultant
6 3 (10.00%) Developer
6 3 (10.00%) Quality Analyst
6 3 (10.00%) SAP Consultant
6 3 (10.00%) SAP Data Consultant
6 3 (10.00%) SAP Technical Consultant
7 2 (6.67%) Business Intelligence Developer
7 2 (6.67%) Data Business Analyst
7 2 (6.67%) Data Governance Consultant
7 2 (6.67%) Data Quality Business Analyst
7 2 (6.67%) Governance Analyst
7 2 (6.67%) SAP Analyst
Libraries, Frameworks & Software Standards
1 1 (3.33%) LAPP Stack
Miscellaneous
1 7 (23.33%) Analytical Skills
2 6 (20.00%) Data Integration
3 5 (16.67%) Management Information System
4 2 (6.67%) Data Structures
5 1 (3.33%) Credit Risk
5 1 (3.33%) Reference Data
5 1 (3.33%) Visualisation
Operating Systems
1 1 (3.33%) Linux
Processes & Methodologies
1 17 (56.67%) Data Modelling
2 15 (50.00%) Data Governance
3 9 (30.00%) Data Architecture
4 8 (26.67%) Data Analysis
4 8 (26.67%) Data Management
5 7 (23.33%) Logical Data Model
5 7 (23.33%) Quality Management
6 6 (20.00%) Business Intelligence
6 6 (20.00%) Stakeholder Management
7 5 (16.67%) Information Governance
8 4 (13.33%) Analytics
8 4 (13.33%) Data Stewardship
8 4 (13.33%) Risk Management
9 3 (10.00%) Agile Software Development
9 3 (10.00%) Content Management
9 3 (10.00%) Data Cleansing
9 3 (10.00%) Data Privacy
9 3 (10.00%) ETL
9 3 (10.00%) Performance Monitoring
9 3 (10.00%) Physical Data Model
Programming Languages
1 7 (23.33%) SQL
2 2 (6.67%) T-SQL
3 1 (3.33%) Java
3 1 (3.33%) JavaScript
3 1 (3.33%) PHP
Qualifications
1 1 (3.33%) Degree
1 1 (3.33%) Security Cleared
System Software
1 1 (3.33%) Docker
Systems Management
1 1 (3.33%) Nagios
Vendors
1 10 (33.33%) IBM
2 8 (26.67%) SAP
3 2 (6.67%) Informatica
3 2 (6.67%) Microsoft
4 1 (3.33%) Splunk
4 1 (3.33%) Tableau
Leeds, West Yorkshire
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