The table below looks at the statistics for Data Quality skills in IT contracts advertised for the Manchester 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 79 95 87
Rank change year-on-year
+16 -8
Contract jobs citing Data Quality 21 8 8
As % of all contract IT jobs located in Manchester 1.28% 0.41% 0.54%
As % of the Quality Assurance & Compliance category 16.94% 4.19% 7.84%
Number of daily rates quoted 18 7 6
Median daily rate £413 £485 £195
Median daily rate % change year-on-year
-14.94% +148.71%
90% offered a daily rate of more than £375 £219 £163
10% offered a daily rate of more than £550 £548 £280
UK excluding London median daily rate £400 £400 £380
% change year-on-year
- +5.26%
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
North West

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 Manchester region.

Quality Assurance & Compliance Category
Manchester
Contract IT job ads with a match in the
Quality Assurance & Compliance category
124 191 102
As % of all contract IT jobs located in Manchester 7.54% 9.81% 6.89%
Number of daily rates quoted 75 99 65
Median daily rate £410 £365 £325
Median daily rate % change year-on-year
+12.32% +12.30%
90% offered a daily rate of more than £300 £246 £154
10% offered a daily rate of more than £550 £479 £543
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 2 1 5
Median hourly rate £47.50 £16.50 £11.50
Median hourly rate % change year-on-year
+187.87% +43.47%
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 Manchester

The demand trend of contract jobs across the Manchester 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 Manchester

Data Quality
Daily Rate Trend in Manchester

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

Data Quality Daily Rate Trend in Manchester

Data Quality
Daily Rate Histogram in Manchester

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Quality across the Manchester region over the 3 months to 4 December 2016.

Data Quality Daily Rate Histogram in Manchester

Data Quality
Hourly Rate Trend in Manchester

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

Data Quality Hourly Rate Trend in Manchester

Data Quality
Top 30 Related IT Skills in Manchester

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 Manchester region with a requirement for Data Quality.

1 14 (48.28%) Business Intelligence
2 12 (41.38%) Finance
3 11 (37.93%) Data Governance
4 9 (31.03%) Data Modelling
5 8 (27.59%) SQL
5 8 (27.59%) Data Architecture
6 6 (20.69%) Validation
6 6 (20.69%) Management Information System
6 6 (20.69%) ETL
6 6 (20.69%) SAP
7 5 (17.24%) Oracle
7 5 (17.24%) Oracle Financials
7 5 (17.24%) Data Management
7 5 (17.24%) Trend Analysis
8 4 (13.79%) Tableau
8 4 (13.79%) Spreadsheet
8 4 (13.79%) Oracle BI EE
8 4 (13.79%) User Acceptance Testing
8 4 (13.79%) Data Structures
8 4 (13.79%) Quality Management
8 4 (13.79%) Microsoft
8 4 (13.79%) Oracle Reports
8 4 (13.79%) VBA
9 3 (10.34%) DB2
9 3 (10.34%) OLAP
9 3 (10.34%) Data Warehouse
9 3 (10.34%) MS Excel
9 3 (10.34%) CRM
9 3 (10.34%) Informatica
9 3 (10.34%) IBM

Data Quality
Top Related IT Skills in Manchester 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 1 (3.45%) BizTalk Server
1 1 (3.45%) SharePoint
Applications
1 4 (13.79%) Spreadsheet
2 3 (10.34%) MS Excel
Business Applications
1 5 (17.24%) Oracle Financials
2 3 (10.34%) Oracle EBS
2 3 (10.34%) Oracle General Ledger
2 3 (10.34%) Oracle Payables
2 3 (10.34%) Oracle Receivables
Database & Business Intelligence
1 4 (13.79%) Oracle BI EE
1 4 (13.79%) Oracle Reports
2 3 (10.34%) Data Warehouse
2 3 (10.34%) DB2
2 3 (10.34%) IBM InfoSphere
2 3 (10.34%) OLAP
2 3 (10.34%) Oracle OLAP
3 2 (6.90%) SQL Server Analysis Services
3 2 (6.90%) SQL Server Integration Services
3 2 (6.90%) SQL Server Reporting Services
4 1 (3.45%) Data Mining
4 1 (3.45%) GIS
4 1 (3.45%) OLTP
4 1 (3.45%) QGIS
4 1 (3.45%) Spatial Data
Development Applications
1 1 (3.45%) Atlassian Bamboo
1 1 (3.45%) Cucumber
1 1 (3.45%) Git (software)
1 1 (3.45%) Jenkins
1 1 (3.45%) JIRA
1 1 (3.45%) Team Foundation Server
General
1 12 (41.38%) Finance
2 3 (10.34%) Back Office
2 3 (10.34%) Banking
2 3 (10.34%) Billing
2 3 (10.34%) Front Office
2 3 (10.34%) Investment Banking
3 2 (6.90%) Advertising
4 1 (3.45%) International Banking
4 1 (3.45%) Retail
Job Titles
1 13 (44.83%) Analyst
2 7 (24.14%) Consultant
2 7 (24.14%) Data Consultant
3 6 (20.69%) Architect
4 5 (17.24%) Data Architect
5 4 (13.79%) Data Analyst
5 4 (13.79%) Management Consultant
5 4 (13.79%) Report Analyst
6 3 (10.34%) Business Analyst
6 3 (10.34%) Data Quality Consultant
7 2 (6.90%) Banking Analyst
7 2 (6.90%) Business Intelligence Analyst
7 2 (6.90%) Business Intelligence Specialist
7 2 (6.90%) SSIS Specialist
7 2 (6.90%) SSRS Specialist
8 1 (3.45%) Banking Business Analyst
8 1 (3.45%) Data Quality Analyst
8 1 (3.45%) Investment Banking Business Analyst
8 1 (3.45%) QA Tester
8 1 (3.45%) Quality Analyst
Libraries, Frameworks & Software Standards
1 1 (3.45%) .NET
1 1 (3.45%) .NET Framework
1 1 (3.45%) CSS
1 1 (3.45%) Gherkin
1 1 (3.45%) HTML
1 1 (3.45%) HTML5
1 1 (3.45%) PostGIS
Miscellaneous
1 6 (20.69%) Management Information System
2 4 (13.79%) Data Structures
3 1 (3.45%) Analytical Skills
3 1 (3.45%) Data Integration
Processes & Methodologies
1 14 (48.28%) Business Intelligence
2 11 (37.93%) Data Governance
3 9 (31.03%) Data Modelling
4 8 (27.59%) Data Architecture
5 6 (20.69%) ETL
5 6 (20.69%) Validation
6 5 (17.24%) Data Management
6 5 (17.24%) Trend Analysis
7 4 (13.79%) Quality Management
7 4 (13.79%) User Acceptance Testing
8 3 (10.34%) Business Analysis
8 3 (10.34%) Cash Management
8 3 (10.34%) CRM
8 3 (10.34%) Requirements Analysis
9 2 (6.90%) BPR
9 2 (6.90%) Data Analysis
9 2 (6.90%) Data Migration
9 2 (6.90%) Enterprise Architecture
9 2 (6.90%) Project Management
9 2 (6.90%) SDLC
Programming Languages
1 8 (27.59%) SQL
2 4 (13.79%) VBA
3 1 (3.45%) C#
3 1 (3.45%) JavaScript
Quality Assurance & Compliance
1 1 (3.45%) QA
Systems Management
1 1 (3.45%) Ansible
Vendors
1 6 (20.69%) SAP
2 5 (17.24%) Oracle
3 4 (13.79%) Microsoft
3 4 (13.79%) Tableau
4 3 (10.34%) IBM
4 3 (10.34%) Informatica
Manchester, Lancashire
Robert Walters
Rate: £350 - £400 per day
Posted: 5 days ago