The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the East Midlands region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 5 May 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
5 May 2016
Same period 2015 Same period 2014
Data Modeling
Rank 64 76 74
Rank change year-on-year
+12 -2
Contract jobs citing Data Modelling 29 30 22
As % of all contract IT jobs located in the East Midlands 1.78% 1.71% 1.40%
As % of the Processes & Methodologies category 2.20% 2.22% 1.85%
Number of daily rates quoted 24 14 8
Median daily rate £423 £375 £344
Median daily rate % change year-on-year
+12.66% +9.09%
90% offered a daily rate of more than £325 £293 £305
10% offered a daily rate of more than £475 £493 £430
UK excluding London median daily rate £450 £425 £405
% change year-on-year
+5.88% +4.93%
Number of hourly rates quoted 0 1 0
Median hourly rate - £17.30 -
UK excluding London median hourly rate £49.82 £31.25 £17.50
% change year-on-year
+59.42% +78.57%
Data Modelling
England

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

Processes & Methodologies Category
East Midlands
Contract IT job ads with a match in the
Processes & Methodologies category
1320 1352 1192
As % of all contract IT jobs located in the East Midlands 80.98% 76.86% 75.97%
Number of daily rates quoted 823 796 605
Median daily rate £400 £400 £350
Median daily rate % change year-on-year
- +14.28%
90% offered a daily rate of more than £275 £250 £205
10% offered a daily rate of more than £590 £525 £500
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 29 39 89
Median hourly rate £16.00 £16.00 £25.00
Median hourly rate % change year-on-year
- -36.00%
90% offered a hourly rate of more than £11.80 £10.68 £10.96
10% offered a hourly rate of more than £44.90 £25.00 £45.00
UK excluding London median hourly rate £36.00 £30.00 £30.41
% change year-on-year
+20.00% -1.35%

Data Modelling
Jobs Demand Trend in the East Midlands

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

Data Modelling Jobs Demand Trend in the East Midlands

Data Modelling
Daily Rate Trend in the East Midlands

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

Data Modelling Daily Rate Trend in the East Midlands

Data Modelling
Daily Rate Histogram in the East Midlands

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the East Midlands region over the 3 months to 5 May 2016.

Data Modelling Daily Rate Histogram in the East Midlands

Data Modelling
Hourly Rate Trend in the East Midlands

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

Data Modelling Hourly Rate Trend in the East Midlands

Data Modelling
Contract Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the East Midlands region over the 3 months to 5 May 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
Nottinghamshire -3 14 £450 +50.00% 1
Northamptonshire +15 9 £413 -15.38%
Derbyshire +10 2 £363 - 2
Data Modelling
England

Data Modelling
Top 30 Related IT Skills in the East Midlands

For the 6 months to 5 May 2016, IT contractor jobs citing Data Modelling 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 East Midlands region with a requirement for Data Modelling.

1 20 (35.09%) SQL
2 16 (28.07%) Agile Software Development
2 16 (28.07%) Logical Data Model
3 15 (26.32%) SQL Server
4 14 (24.56%) ETL
5 13 (22.81%) Oracle
5 13 (22.81%) Data Warehouse
6 12 (21.05%) Finance
6 12 (21.05%) Stakeholder Management
6 12 (21.05%) Data Quality
7 11 (19.30%) Migration
7 11 (19.30%) Business Analysis
7 11 (19.30%) Business Intelligence
8 10 (17.54%) Scrum
8 10 (17.54%) Physical Data Model
9 9 (15.79%) Data Migration
9 9 (15.79%) Change Management
9 9 (15.79%) Microsoft
10 8 (14.04%) Data Architecture
11 7 (12.28%) Requirements Analysis
11 7 (12.28%) Extreme Programming
11 7 (12.28%) Retail
11 7 (12.28%) Data Management
11 7 (12.28%) SAP
12 6 (10.53%) Enterprise Architecture
12 6 (10.53%) Data Cleansing
12 6 (10.53%) Data Governance
12 6 (10.53%) Analytical Skills
12 6 (10.53%) Kimball Methodology
13 5 (8.77%) User Acceptance Testing

Data Modelling
Top Related IT Skills in the East Midlands 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 2 (3.51%) SAS
2 1 (1.75%) CICS
2 1 (1.75%) Confluence
2 1 (1.75%) JBoss
2 1 (1.75%) SharePoint
Applications
1 3 (5.26%) MS Excel
1 3 (5.26%) MS Office
2 2 (3.51%) CATIA
2 2 (3.51%) Siemens NX
Business Applications
1 4 (7.02%) Oracle EBS
2 3 (5.26%) Dynamics CRM
2 3 (5.26%) Maximo
3 2 (3.51%) Teamcenter
4 1 (1.75%) Cognos Business Intelligence
4 1 (1.75%) Oracle EBS R12
4 1 (1.75%) Oracle Financials
Cloud Services
1 1 (1.75%) Office 365
Database & Business Intelligence
1 15 (26.32%) SQL Server
2 13 (22.81%) Data Warehouse
3 5 (8.77%) SQL Server Integration Services
3 5 (8.77%) SQL Server Reporting Services
4 4 (7.02%) OLAP
4 4 (7.02%) Power BI
4 4 (7.02%) SQL Server 2008
5 3 (5.26%) Data Mining
5 3 (5.26%) QlikView
5 3 (5.26%) SQL Server Analysis Services
6 2 (3.51%) Big Data
6 2 (3.51%) BusinessObjects
6 2 (3.51%) Hadoop
6 2 (3.51%) OLTP
6 2 (3.51%) Oracle Database
6 2 (3.51%) RDBMS
6 2 (3.51%) Relational Database
6 2 (3.51%) Snowflake Schema
7 1 (1.75%) Cognos Framework Manager
7 1 (1.75%) Cognos Report Studio
Development Applications
1 5 (8.77%) Eclipse
1 5 (8.77%) ERwin
2 3 (5.26%) JUnit
3 2 (3.51%) Eclipse RCP
3 2 (3.51%) Gradle
3 2 (3.51%) JProfiler
4 1 (1.75%) Ant
4 1 (1.75%) Checkstyle
4 1 (1.75%) Jenkins
4 1 (1.75%) JIRA
4 1 (1.75%) Maven
4 1 (1.75%) PowerDesigner
4 1 (1.75%) QUnit
4 1 (1.75%) Selenium
4 1 (1.75%) Subversion
4 1 (1.75%) Talend Open Studio
General
1 12 (21.05%) Finance
2 7 (12.28%) Retail
3 3 (5.26%) Legal
3 3 (5.26%) Manufacturing
3 3 (5.26%) Marketing
4 2 (3.51%) Automotive
4 2 (3.51%) Banking
5 1 (1.75%) Investment Banking
Job Titles
1 26 (45.61%) Analyst
2 14 (24.56%) Business Analyst
2 14 (24.56%) Developer
3 11 (19.30%) Data Analyst
4 9 (15.79%) Architect
5 8 (14.04%) Data Architect
6 5 (8.77%) Financial Analyst
7 4 (7.02%) SQL Analyst
8 3 (5.26%) Business Intelligence Developer
8 3 (5.26%) Consultant
8 3 (5.26%) ETL Analyst
8 3 (5.26%) Finance Business Analyst
8 3 (5.26%) Insight Analyst
8 3 (5.26%) Integration Architect
8 3 (5.26%) Java Developer
8 3 (5.26%) Lead Business Analyst
8 3 (5.26%) SQL Data Analyst
9 2 (3.51%) Business Intelligence Analyst
9 2 (3.51%) Data Manager
9 2 (3.51%) Oracle Developer
Libraries, Frameworks & Software Standards
1 5 (8.77%) Web Services
2 3 (5.26%) .NET
2 3 (5.26%) Hibernate
2 3 (5.26%) J2EE
2 3 (5.26%) JPA
2 3 (5.26%) Spring
2 3 (5.26%) XML
3 2 (3.51%) Ajax
3 2 (3.51%) FIX Protocol
3 2 (3.51%) JFace
3 2 (3.51%) jQuery
3 2 (3.51%) JSON
3 2 (3.51%) SWT
3 2 (3.51%) XSLT
4 1 (1.75%) CSS
4 1 (1.75%) EJB
4 1 (1.75%) FpML
4 1 (1.75%) JMS
4 1 (1.75%) JSTL
4 1 (1.75%) Struts
Miscellaneous
1 6 (10.53%) Analytical Skills
2 3 (5.26%) Data Integration
2 3 (5.26%) FMCG
2 3 (5.26%) NHS
3 2 (3.51%) Computer Science
3 2 (3.51%) Data Extraction
3 2 (3.51%) e-Learning
4 1 (1.75%) Data Structures
4 1 (1.75%) Replication
4 1 (1.75%) Smart Meter
4 1 (1.75%) User Experience
Operating Systems
1 2 (3.51%) Linux
2 1 (1.75%) zOS
Processes & Methodologies
1 16 (28.07%) Agile Software Development
1 16 (28.07%) Logical Data Model
2 14 (24.56%) ETL
3 12 (21.05%) Stakeholder Management
4 11 (19.30%) Business Analysis
4 11 (19.30%) Business Intelligence
4 11 (19.30%) Migration
5 10 (17.54%) Physical Data Model
5 10 (17.54%) Scrum
6 9 (15.79%) Change Management
6 9 (15.79%) Data Migration
7 8 (14.04%) Data Architecture
8 7 (12.28%) Data Management
8 7 (12.28%) Extreme Programming
8 7 (12.28%) Requirements Analysis
9 6 (10.53%) Data Cleansing
9 6 (10.53%) Data Governance
9 6 (10.53%) Enterprise Architecture
9 6 (10.53%) Kimball Methodology
10 5 (8.77%) User Acceptance Testing
Programming Languages
1 20 (35.09%) SQL
2 5 (8.77%) Java
3 3 (5.26%) JavaScript
3 3 (5.26%) T-SQL
4 2 (3.51%) PL/SQL
5 1 (1.75%) C#
Qualifications
1 1 (1.75%) OCMJD
1 1 (1.75%) SC Cleared
1 1 (1.75%) Security Cleared
1 1 (1.75%) Sun Certification
Quality Assurance & Compliance
1 12 (21.05%) Data Quality
2 1 (1.75%) ISO/IEC 27001
2 1 (1.75%) ISO20022
2 1 (1.75%) QA
2 1 (1.75%) Solvency II
Vendors
1 13 (22.81%) Oracle
2 9 (15.79%) Microsoft
3 7 (12.28%) SAP
4 3 (5.26%) Cognos
5 2 (3.51%) Perforce
6 1 (1.75%) Ab Initio
6 1 (1.75%) DataFlux
6 1 (1.75%) Informatica
6 1 (1.75%) MicroStrategy
6 1 (1.75%) Splunk
6 1 (1.75%) Sun
6 1 (1.75%) Tableau
6 1 (1.75%) Talend
6 1 (1.75%) Teradata
6 1 (1.75%) TIBCO