The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Manchester region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 29 April 2016 with a comparison to the same period in 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
29 Apr 2016
Same period 2015 Same period 2014
Data Modeling
Rank 76 77 61
Rank change year-on-year
+1 -16
Contract jobs citing Data Modelling 28 20 28
As % of all contract IT jobs located in Manchester 1.55% 1.21% 2.03%
As % of the Processes & Methodologies category 1.89% 1.57% 2.70%
Number of daily rates quoted 19 10 15
Average daily rate £425 £425 £425
90% offered a daily rate of more than £363 £348 £325
10% offered a daily rate of more than £750 £620 £465
UK excluding London average daily rate £450 £425 £420
% change year-on-year
+5.88% +1.19%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £49.82 £31.25 £17.50
% change year-on-year
+59.42% +78.57%
Data Modelling
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 Manchester region.

Processes & Methodologies Category
Manchester
Contract IT job ads with a match in the
Processes & Methodologies category
1479 1271 1036
As % of all contract IT jobs located in Manchester 81.67% 76.66% 75.07%
Number of daily rates quoted 899 684 543
Average daily rate £400 £375 £360
Average daily rate % change year-on-year
+6.66% +4.16%
90% offered a daily rate of more than £295 £275 £246
10% offered a daily rate of more than £530 £500 £475
UK excluding London average daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 13 29 39
Average hourly rate £18.99 £16.16 £17.50
Average hourly rate % change year-on-year
+17.46% -7.64%
90% offered a hourly rate of more than £13.65 £12.00 £11.69
10% offered a hourly rate of more than £40.00 £37.50 £37.37
UK excluding London average hourly rate £36.00 £30.50 £31.50
% change year-on-year
+18.03% -3.17%

Data Modelling
Jobs Demand Trend in Manchester

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the Manchester region as a proportion of the total demand within the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Manchester

Data Modelling
Daily Rate Trend in Manchester

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

Data Modelling Daily Rate Trend in Manchester

Data Modelling
Daily Rate Histogram in Manchester

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Manchester region over the 3 months to 29 April 2016.

Data Modelling Daily Rate Histogram in Manchester

Data Modelling
Hourly Rate Trend in Manchester

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

Data Modelling Hourly Rate Trend in Manchester

Data Modelling
Contract Job Locations in Manchester

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Modelling within the Manchester region over the 3 months to 29 April 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Altrincham - 3 £370 -
Data Modelling
North West

Data Modelling
Top 30 Related IT Skills in Manchester

For the 6 months to 29 April 2016, IT contractor jobs across the Manchester region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling.

1 18 (29.51%) Agile Software Development
2 13 (21.31%) Microsoft
2 13 (21.31%) MS Excel
2 13 (21.31%) SQL
3 12 (19.67%) Retail
3 12 (19.67%) Data Management
4 11 (18.03%) Stakeholder Management
4 11 (18.03%) Business Intelligence
5 10 (16.39%) Project Management
5 10 (16.39%) Oracle
5 10 (16.39%) Scrum
5 10 (16.39%) Enterprise Architecture
6 9 (14.75%) Java
6 9 (14.75%) ETL
6 9 (14.75%) Data Warehouse
6 9 (14.75%) Analytics
6 9 (14.75%) Analytical Skills
7 8 (13.11%) Dynamics AX
7 8 (13.11%) TOGAF
7 8 (13.11%) Finance
8 7 (11.48%) Validation
8 7 (11.48%) Spring
8 7 (11.48%) Visualisation
8 7 (11.48%) Information Architecture
9 6 (9.84%) hybris
9 6 (9.84%) Product Management
9 6 (9.84%) Domain-Driven Design
9 6 (9.84%) User Experience
9 6 (9.84%) Management Information System
9 6 (9.84%) SAS

Data Modelling
Top Related IT Skills in Manchester by Category

For the 6 months to 29 April 2016, IT contractor jobs across the Manchester region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 6 (9.84%) SAS
2 4 (6.56%) Confluence
2 4 (6.56%) Tomcat
3 2 (3.28%) BizTalk Server
3 2 (3.28%) SharePoint
4 1 (1.64%) JBoss
4 1 (1.64%) WebLogic
4 1 (1.64%) WebSphere
4 1 (1.64%) WebSphere Application Server
4 1 (1.64%) WebSphere Process Server
Applications
1 13 (21.31%) MS Excel
2 1 (1.64%) SPSS
Business Applications
1 8 (13.11%) Dynamics AX
2 3 (4.92%) Dynamics CRM
3 2 (3.28%) SAP CRM
3 2 (3.28%) SAP hybris
4 1 (1.64%) Oracle Retail
4 1 (1.64%) SAP IS-U
Cloud Services
1 2 (3.28%) IaaS
1 2 (3.28%) Microsoft Azure
1 2 (3.28%) PaaS
1 2 (3.28%) SaaS
2 1 (1.64%) Amazon AWS
Communications & Networking
1 2 (3.28%) Extranet
Database & Business Intelligence
1 9 (14.75%) Data Warehouse
2 6 (9.84%) SQL Server
3 4 (6.56%) MySQL
4 3 (4.92%) BusinessObjects
4 3 (4.92%) Data Mining
4 3 (4.92%) NoSQL
4 3 (4.92%) Oracle Database
4 3 (4.92%) Oracle Database 11g
4 3 (4.92%) SQL Server Reporting Services
4 3 (4.92%) Star Schema
5 2 (3.28%) Big Data
5 2 (3.28%) MongoDB
5 2 (3.28%) Oracle BI EE
5 2 (3.28%) Oracle Reports
5 2 (3.28%) SAP BW
5 2 (3.28%) SQL Server Analysis Services
5 2 (3.28%) SQL Server Integration Services
6 1 (1.64%) DB2
6 1 (1.64%) Oracle Database 10g
6 1 (1.64%) Snowflake Schema
Development Applications
1 5 (8.20%) JIRA
1 5 (8.20%) JUnit
2 4 (6.56%) Subversion
3 1 (1.64%) Log4j
3 1 (1.64%) Oracle Forms
General
1 12 (19.67%) Retail
2 8 (13.11%) Finance
3 3 (4.92%) Banking
4 2 (3.28%) Telecoms
5 1 (1.64%) Billing
5 1 (1.64%) Corporate Banking
5 1 (1.64%) Investment Banking
Job Titles
1 21 (34.43%) Analyst
2 16 (26.23%) Architect
3 15 (24.59%) Developer
4 10 (16.39%) Data Architect
5 9 (14.75%) Business Analyst
6 8 (13.11%) Data Analyst
7 7 (11.48%) Senior Developer
8 5 (8.20%) Java Developer
8 5 (8.20%) Technical Leader
9 4 (6.56%) Hybris Developer
9 4 (6.56%) Lead Developer
9 4 (6.56%) Technical Developer
10 3 (4.92%) Business Intelligence Developer
10 3 (4.92%) Dynamics AX Architect
10 3 (4.92%) JavaScript Developer
10 3 (4.92%) Senior Java Developer
10 3 (4.92%) Senior JavaScript Developer
10 3 (4.92%) Solutions Architect
10 3 (4.92%) SQL Analyst
10 3 (4.92%) SQL Developer
Libraries, Frameworks & Software Standards
1 7 (11.48%) Spring
2 6 (9.84%) CSS
2 6 (9.84%) HTML
2 6 (9.84%) Web Services
3 5 (8.20%) JSP
3 5 (8.20%) XML
4 4 (6.56%) .NET
4 4 (6.56%) Ajax
4 4 (6.56%) Hibernate
4 4 (6.56%) J2EE
4 4 (6.56%) jQuery
4 4 (6.56%) Spring MVC
4 4 (6.56%) XSD
5 2 (3.28%) SOAP
6 1 (1.64%) DHTML
6 1 (1.64%) EJB
6 1 (1.64%) JDBC
6 1 (1.64%) JMS
6 1 (1.64%) Struts
6 1 (1.64%) XSLT
Miscellaneous
1 9 (14.75%) Analytical Skills
2 7 (11.48%) Visualisation
3 6 (9.84%) Management Information System
3 6 (9.84%) User Experience
4 4 (6.56%) iPad
4 4 (6.56%) Reference Data
4 4 (6.56%) Taxonomies
5 3 (4.92%) Credit Risk
5 3 (4.92%) Data Structures
5 3 (4.92%) Statistics
6 2 (3.28%) Enterprise Software
7 1 (1.64%) Data Centre
7 1 (1.64%) Data Extraction
7 1 (1.64%) Data Integration
7 1 (1.64%) Digital Media
7 1 (1.64%) New Media
7 1 (1.64%) Smart Meter
Operating Systems
1 6 (9.84%) Unix
2 2 (3.28%) Linux
3 1 (1.64%) AIX
3 1 (1.64%) Solaris
3 1 (1.64%) Windows
Processes & Methodologies
1 18 (29.51%) Agile Software Development
2 12 (19.67%) Data Management
3 11 (18.03%) Business Intelligence
3 11 (18.03%) Stakeholder Management
4 10 (16.39%) Enterprise Architecture
4 10 (16.39%) Project Management
4 10 (16.39%) Scrum
5 9 (14.75%) Analytics
5 9 (14.75%) ETL
6 8 (13.11%) TOGAF
7 7 (11.48%) Information Architecture
7 7 (11.48%) Validation
8 6 (9.84%) Domain-Driven Design
8 6 (9.84%) Product Management
8 6 (9.84%) UML
9 5 (8.20%) Business Analysis
9 5 (8.20%) CRM
9 5 (8.20%) Data Governance
9 5 (8.20%) Migration
9 5 (8.20%) SDLC
Programming Languages
1 13 (21.31%) SQL
2 9 (14.75%) Java
3 5 (8.20%) T-SQL
4 4 (6.56%) JavaScript
5 3 (4.92%) PL/SQL
6 1 (1.64%) Python
6 1 (1.64%) R
6 1 (1.64%) Scala
Qualifications
1 1 (1.64%) Degree
Quality Assurance & Compliance
1 5 (8.20%) Data Quality
2 1 (1.64%) QA
Vendors
1 13 (21.31%) Microsoft
2 10 (16.39%) Oracle
3 6 (9.84%) hybris
4 3 (4.92%) SAP
4 3 (4.92%) Tableau
5 1 (1.64%) IBM
5 1 (1.64%) Red Hat
5 1 (1.64%) Salesforce.com
5 1 (1.64%) Teradata
Manchester, Lancashire
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