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 23 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
23 Aug 2016
Same period 2015 Same period 2014
Data Quality
Rank 100 81 75
Rank change year-on-year
-19 -6
Contract jobs citing Data Quality 8 23 11
As % of all contract IT jobs located in Manchester 0.42% 1.31% 0.84%
As % of the Quality Assurance & Compliance category 5.59% 14.47% 11.96%
Number of daily rates quoted 5 19 6
Median daily rate £425 £325 £268
Median daily rate % change year-on-year
+30.76% +21.49%
90% offered a daily rate of more than £375 £249 £201
10% offered a daily rate of more than £503 £700 £331
UK excluding London median daily rate £425 £450 £400
% change year-on-year
-5.55% +12.50%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £15.00
UK excluding London median hourly rate £13.25 £13.50 £16.50
% change year-on-year
-1.85% -18.18%
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
143 159 92
As % of all contract IT jobs located in Manchester 7.59% 9.04% 7.05%
Number of daily rates quoted 72 84 56
Median daily rate £425 £350 £399
Median daily rate % change year-on-year
+21.42% -12.22%
90% offered a daily rate of more than £250 £275 £207
10% offered a daily rate of more than £535 £518 £525
UK excluding London median daily rate £400 £400 £380
% change year-on-year
- +5.26%
Number of hourly rates quoted 2 2 6
Median hourly rate £47.50 £15.75 £9.50
Median hourly rate % change year-on-year
+201.58% +65.78%
UK excluding London median hourly rate £28.50 £24.75 £20.00
% change year-on-year
+15.15% +23.75%

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 23 August 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 23 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 Manchester region with a requirement for Data Quality.

1 10 (50.00%) Data Management
2 9 (45.00%) SQL
2 9 (45.00%) Data Modelling
3 7 (35.00%) Business Intelligence
3 7 (35.00%) Stakeholder Management
3 7 (35.00%) Data Governance
4 6 (30.00%) Master Data Management
4 6 (30.00%) Analytical Skills
4 6 (30.00%) Validation
4 6 (30.00%) ETL
4 6 (30.00%) SAS
5 5 (25.00%) Data Warehouse
5 5 (25.00%) Banking
5 5 (25.00%) Reference Data
5 5 (25.00%) Credit Risk
6 4 (20.00%) Data Structures
6 4 (20.00%) Investment Banking
6 4 (20.00%) Business Analysis
7 3 (15.00%) Requirements Analysis
7 3 (15.00%) Data Analysis
7 3 (15.00%) Taxonomies
7 3 (15.00%) MS Excel
7 3 (15.00%) VBA
7 3 (15.00%) Microsoft
7 3 (15.00%) Project Management
7 3 (15.00%) Quality Management
7 3 (15.00%) Management Information System
7 3 (15.00%) Front Office
7 3 (15.00%) Back Office
7 3 (15.00%) Finance

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 6 (30.00%) SAS
2 1 (5.00%) SharePoint
Applications
1 3 (15.00%) MS Excel
Business Applications
1 1 (5.00%) SAP CRM
1 1 (5.00%) SAP hybris
Database & Business Intelligence
1 5 (25.00%) Data Warehouse
2 2 (10.00%) Big Data
2 2 (10.00%) SQL Server Analysis Services
2 2 (10.00%) SQL Server Integration Services
2 2 (10.00%) SQL Server Reporting Services
3 1 (5.00%) Data Mining
3 1 (5.00%) Enterprise Data Warehouse
3 1 (5.00%) GIS
3 1 (5.00%) OLTP
3 1 (5.00%) QGIS
3 1 (5.00%) SAS Enterprise Guide
3 1 (5.00%) Spatial Data
Development Applications
1 3 (15.00%) Talend Open Studio
2 1 (5.00%) Atlassian Bamboo
2 1 (5.00%) Cucumber
2 1 (5.00%) Git (software)
2 1 (5.00%) Jenkins
2 1 (5.00%) JIRA
General
1 5 (25.00%) Banking
2 4 (20.00%) Investment Banking
3 3 (15.00%) Back Office
3 3 (15.00%) Finance
3 3 (15.00%) Front Office
4 2 (10.00%) Advertising
4 2 (10.00%) Retail
5 1 (5.00%) International Banking
5 1 (5.00%) Marketing
Job Titles
1 8 (40.00%) Analyst
2 4 (20.00%) Data Manager
3 3 (15.00%) Business Analyst
3 3 (15.00%) Data Analyst
3 3 (15.00%) Data Quality Analyst
3 3 (15.00%) Quality Analyst
4 2 (10.00%) Architect
4 2 (10.00%) Banking Analyst
4 2 (10.00%) Big Data Consultant
4 2 (10.00%) Business Intelligence Specialist
4 2 (10.00%) Consultant
4 2 (10.00%) Data Architect
4 2 (10.00%) Data Consultant
4 2 (10.00%) Data Quality Manager
4 2 (10.00%) Quality Manager
4 2 (10.00%) SSIS Specialist
4 2 (10.00%) SSRS Specialist
5 1 (5.00%) Data Modeller
5 1 (5.00%) QA Tester
5 1 (5.00%) SAS Analyst
Libraries, Frameworks & Software Standards
1 2 (10.00%) Web Services
2 1 (5.00%) Gherkin
2 1 (5.00%) PostGIS
Miscellaneous
1 6 (30.00%) Analytical Skills
2 5 (25.00%) Credit Risk
2 5 (25.00%) Reference Data
3 4 (20.00%) Data Structures
4 3 (15.00%) Data Integration
4 3 (15.00%) Management Information System
4 3 (15.00%) Taxonomies
Processes & Methodologies
1 10 (50.00%) Data Management
2 9 (45.00%) Data Modelling
3 7 (35.00%) Business Intelligence
3 7 (35.00%) Data Governance
3 7 (35.00%) Stakeholder Management
4 6 (30.00%) ETL
4 6 (30.00%) Master Data Management
4 6 (30.00%) Validation
5 4 (20.00%) Business Analysis
6 3 (15.00%) Cash Management
6 3 (15.00%) Data Analysis
6 3 (15.00%) Data Architecture
6 3 (15.00%) Data Cleansing
6 3 (15.00%) Metadata Management
6 3 (15.00%) Project Management
6 3 (15.00%) Quality Management
6 3 (15.00%) Requirements Analysis
7 2 (10.00%) BPR
7 2 (10.00%) Data Migration
7 2 (10.00%) SDLC
Programming Languages
1 9 (45.00%) SQL
2 3 (15.00%) VBA
3 2 (10.00%) Java
Quality Assurance & Compliance
1 1 (5.00%) QA
Systems Management
1 1 (5.00%) Ansible
Vendors
1 3 (15.00%) Microsoft
1 3 (15.00%) Talend
2 1 (5.00%) hybris
2 1 (5.00%) SAP
2 1 (5.00%) Tableau
2 1 (5.00%) Teradata
2 1 (5.00%) Trillium
Manchester
Nigel Frank International
Rate: £350 - £450 per day + Laptop
Posted: 7 days ago