The table below looks at the statistics for Data Management skills in IT contracts advertised for the Cheshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Management over the 3 months to 8 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
8 Dec 2016
Same period 2015 Same period 2014
Data Management
Rank 43 56 64
Rank change year-on-year
+13 +8
Contract jobs citing Data Management 16 17 9
As % of all contract IT jobs located in Cheshire 2.50% 1.68% 1.19%
As % of the Processes & Methodologies category 2.97% 2.09% 1.46%
Number of daily rates quoted 11 12 0
Median daily rate £650 £375 -
Median daily rate % change year-on-year
+73.33% -
UK excluding London median daily rate £436 £430 £418
% change year-on-year
+1.45% +2.99%
Number of hourly rates quoted 1 0 1
Median hourly rate £42.50 - £16.00
UK excluding London median hourly rate £27.29 £35.00 £51.25
% change year-on-year
-22.04% -31.70%
Data Management
North West

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Cheshire region.

Processes & Methodologies Category
Cheshire
Contract IT job ads with a match in the
Processes & Methodologies category
538 813 617
As % of all contract IT jobs located in Cheshire 83.93% 80.42% 81.72%
Number of daily rates quoted 411 565 318
Median daily rate £425 £438 £395
Median daily rate % change year-on-year
-2.85% +10.75%
90% offered a daily rate of more than £288 £300 £235
10% offered a daily rate of more than £650 £640 £515
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 15 27 39
Median hourly rate £19.66 £18.00 £28.00
Median hourly rate % change year-on-year
+9.22% -35.71%
90% offered a hourly rate of more than £15.00 £13.00 £13.50
10% offered a hourly rate of more than £42.50 £25.50 £45.00
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

Data Management
Jobs Demand Trend in Cheshire

The demand trend of contract jobs across the Cheshire region citing Data Management as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Cheshire

Data Management
Daily Rate Trend in Cheshire

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

Data Management Daily Rate Trend in Cheshire

Data Management
Daily Rate Histogram in Cheshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Management across the Cheshire region over the 3 months to 8 December 2016.

Data Management Daily Rate Histogram in Cheshire

Data Management
Hourly Rate Trend in Cheshire

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

Data Management Hourly Rate Trend in Cheshire

Data Management
Contract Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Management within the Cheshire region over the 3 months to 8 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
Warrington +9 9 £650 +44.44% 2
Macclesfield -1 2 £400 +12.67%
Knutsford - 2 - -
Alderley Edge - 1 - -
Crewe - 1 - -
Data Management
North West

Data Management
Top 30 Related IT Skills in Cheshire

For the 6 months to 8 December 2016, IT contractor jobs citing Data Management 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 Cheshire region with a requirement for Data Management.

1 14 (50.00%) Agile Software Development
2 13 (46.43%) Analytical Skills
3 10 (35.71%) Data Governance
4 9 (32.14%) Data Modelling
5 8 (28.57%) Data Warehouse
5 8 (28.57%) Master Data Management
6 7 (25.00%) Logical Data Model
6 7 (25.00%) Physical Data Model
6 7 (25.00%) Finance
6 7 (25.00%) Open Source
6 7 (25.00%) Taxonomies
6 7 (25.00%) Ontologies
7 6 (21.43%) Hadoop
7 6 (21.43%) PostgreSQL
7 6 (21.43%) Data Acquisition
8 5 (17.86%) User Stories
8 5 (17.86%) Apache Hive
8 5 (17.86%) MongoDB
8 5 (17.86%) HBase
9 4 (14.29%) Degree
9 4 (14.29%) Stakeholder Management
9 4 (14.29%) Business Transformation
9 4 (14.29%) Data Architecture
9 4 (14.29%) Business Intelligence
10 3 (10.71%) Data Structures
10 3 (10.71%) Validation
10 3 (10.71%) Risk Management
10 3 (10.71%) Quality Management
10 3 (10.71%) UML
10 3 (10.71%) Microsoft

Data Management
Top Related IT Skills in Cheshire 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 (3.57%) ArcGIS
1 1 (3.57%) GeoServer
1 1 (3.57%) SAS
1 1 (3.57%) SharePoint
Business Applications
1 2 (7.14%) SAP CO
1 2 (7.14%) SAP FI
1 2 (7.14%) SAP FI/CO
1 2 (7.14%) SAP MDM
Cloud Services
1 1 (3.57%) IaaS
1 1 (3.57%) PaaS
1 1 (3.57%) SaaS
Database & Business Intelligence
1 8 (28.57%) Data Warehouse
2 6 (21.43%) Hadoop
2 6 (21.43%) PostgreSQL
3 5 (17.86%) Apache Hive
3 5 (17.86%) HBase
3 5 (17.86%) MongoDB
4 1 (3.57%) GIS
4 1 (3.57%) MS Access
4 1 (3.57%) OLAP
4 1 (3.57%) OLTP
4 1 (3.57%) Relational Database
4 1 (3.57%) SQL Server
4 1 (3.57%) SQL Server Reporting Services
Development Applications
1 1 (3.57%) Log4j
General
1 7 (25.00%) Finance
2 1 (3.57%) Local Government
2 1 (3.57%) Pharmaceutical
2 1 (3.57%) Retail
Job Titles
1 9 (32.14%) Architect
2 8 (28.57%) Analyst
2 8 (28.57%) Business Analyst
2 8 (28.57%) Data Architect
3 5 (17.86%) Principal Architect
4 4 (14.29%) Domain Architect
4 4 (14.29%) Principal Data Architect
5 3 (10.71%) Principal Engineer
5 3 (10.71%) Principal Software Engineer
5 3 (10.71%) Software Engineer
6 2 (7.14%) Business Systems Analyst
6 2 (7.14%) Data Business Analyst
6 2 (7.14%) Developer
6 2 (7.14%) Enterprise Data Architect
6 2 (7.14%) SAP Analyst
6 2 (7.14%) SAP Business Analyst
6 2 (7.14%) Senior Manager
6 2 (7.14%) Senior Test Manager
6 2 (7.14%) Systems Analyst
6 2 (7.14%) Test Manager
Libraries, Frameworks & Software Standards
1 1 (3.57%) .NET
1 1 (3.57%) ASP.NET
1 1 (3.57%) CSS
1 1 (3.57%) HTML
1 1 (3.57%) JAX-RPC
1 1 (3.57%) JSON
1 1 (3.57%) Middleware
1 1 (3.57%) PostGIS
1 1 (3.57%) REST
1 1 (3.57%) SOAP
1 1 (3.57%) Web Services
1 1 (3.57%) WSDL
1 1 (3.57%) XML
1 1 (3.57%) XSL
1 1 (3.57%) XSLT
Miscellaneous
1 13 (46.43%) Analytical Skills
2 7 (25.00%) Ontologies
2 7 (25.00%) Taxonomies
3 3 (10.71%) Data Structures
4 2 (7.14%) Performance Metrics
4 2 (7.14%) User Experience
5 1 (3.57%) Credit Risk
5 1 (3.57%) Management Information System
Operating Systems
1 2 (7.14%) Linux
2 1 (3.57%) Unix
2 1 (3.57%) Windows
2 1 (3.57%) Windows Server
Processes & Methodologies
1 14 (50.00%) Agile Software Development
2 10 (35.71%) Data Governance
3 9 (32.14%) Data Modelling
4 8 (28.57%) Master Data Management
5 7 (25.00%) Logical Data Model
5 7 (25.00%) Open Source
5 7 (25.00%) Physical Data Model
6 6 (21.43%) Data Acquisition
7 5 (17.86%) User Stories
8 4 (14.29%) Business Intelligence
8 4 (14.29%) Business Transformation
8 4 (14.29%) Data Architecture
8 4 (14.29%) Stakeholder Management
9 3 (10.71%) Quality Management
9 3 (10.71%) Requirements Analysis
9 3 (10.71%) Requirements Management
9 3 (10.71%) Risk Management
9 3 (10.71%) TDD
9 3 (10.71%) Technical Architecture
9 3 (10.71%) Web Development
Programming Languages
1 2 (7.14%) Java
1 2 (7.14%) JavaScript
2 1 (3.57%) C++
2 1 (3.57%) Python
2 1 (3.57%) SQL
2 1 (3.57%) VBA
Qualifications
1 4 (14.29%) Degree
2 2 (7.14%) BPSS Clearance
3 1 (3.57%) Security Cleared
Quality Assurance & Compliance
1 3 (10.71%) QA
2 2 (7.14%) Data Quality
2 2 (7.14%) Disclosure Scotland
Systems Management
1 1 (3.57%) Opscode Chef
1 1 (3.57%) Puppet
1 1 (3.57%) SCCM
Vendors
1 3 (10.71%) Microsoft
2 2 (7.14%) SAP
3 1 (3.57%) ESRI
3 1 (3.57%) Informatica
3 1 (3.57%) Oracle
3 1 (3.57%) Teradata