The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Bedfordshire region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 31 July 2015 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.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Data Modeling
Rank 16 49 28
Rank change year-on-year
+33 -21
Contract jobs citing Data Modelling 26 3 1
As % of all contract IT jobs located in Bedfordshire 6.88% 0.59% 0.43%
As % of the Processes & Methodologies category 8.41% 0.72% 0.67%
Number of daily rates quoted 21 2 0
Average daily rate
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£475 £406 -
Average daily rate % change year-on-year
+16.92% -
UK excluding London average daily rate £425 £413 £400
% change year-on-year
+3.03% +3.12%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £42.00 £22.69 £37.80
% change year-on-year
+85.08% -39.96%
Data Modelling
East of 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 Bedfordshire region.

Processes & Methodologies Category
Bedfordshire
Contract IT job ads with a match in the
Processes & Methodologies category
309 418 150
As % of all contract IT jobs located in Bedfordshire 81.75% 81.80% 63.83%
Number of daily rates quoted 214 278 75
Average daily rate £425 £425 £363
Average daily rate % change year-on-year
- +17.24%
90% offered a daily rate of more than £300 £275 £300
10% offered a daily rate of more than £550 £538 £550
UK excluding London average daily rate £388 £375 £375
% change year-on-year
+3.33% -
Number of hourly rates quoted 8 8 5
Average hourly rate £51.30 £26.00 £16.25
Average hourly rate % change year-on-year
+97.30% +60.00%
90% offered a hourly rate of more than £12.00 £12.00 £14.50
10% offered a hourly rate of more than £52.50 £47.50 £22.50
UK excluding London average hourly rate £30.50 £26.50 £31.00
% change year-on-year
+15.09% -14.51%

Data Modelling
Jobs Demand Trend in Bedfordshire

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

Data Modelling Jobs Demand Trend in Bedfordshire

Data Modelling
Daily Rate Trend in Bedfordshire

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

Data Modelling Daily Rate Trend in Bedfordshire

Data Modelling
Daily Rate Histogram in Bedfordshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Bedfordshire region over the 3 months to 31 July 2015.

Data Modelling Daily Rate Histogram in Bedfordshire

Data Modelling
Contract Job Locations in Bedfordshire

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 Bedfordshire region over the 3 months to 31 July 2015. 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
Luton +18 10 £425 -24.44% 2
Dunstable 0 2 £413 +65.00%
Bedford - 2 £340 - 1
Data Modelling
East of England

Data Modelling
Top 30 Related IT Skills in Bedfordshire

For the 6 months to 31 July 2015, IT contractor jobs across the Bedfordshire 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 22 (56.41%) Business Intelligence
2 15 (38.46%) Analytics
3 13 (33.33%) CRM
4 12 (30.77%) SQL
4 12 (30.77%) Data Management
5 11 (28.21%) Data Warehouse
6 10 (25.64%) Oracle
6 10 (25.64%) Data Quality
7 9 (23.08%) ETL
8 8 (20.51%) Data Governance
8 8 (20.51%) Analytical Skills
9 7 (17.95%) Logical Data Model
9 7 (17.95%) Master Data Management
9 7 (17.95%) Customer Analytics
9 7 (17.95%) SQL Server Integration Services
9 7 (17.95%) Microsoft
9 7 (17.95%) SQL Server
10 6 (15.38%) Data Mining
10 6 (15.38%) Finance
11 5 (12.82%) T-SQL
11 5 (12.82%) SAP
11 5 (12.82%) Data Transformation
11 5 (12.82%) Retail
12 4 (10.26%) Information Architecture
12 4 (10.26%) Physical Data Model
12 4 (10.26%) Enterprise Architecture
12 4 (10.26%) SQL Server Analysis Services
12 4 (10.26%) SharePoint
12 4 (10.26%) Project Management
12 4 (10.26%) Quality Management

Data Modelling
Top Related IT Skills in Bedfordshire by Category

For the 6 months to 31 July 2015, IT contractor jobs across the Bedfordshire 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 4 (10.26%) SharePoint
2 2 (5.13%) SAS
2 2 (5.13%) Mule
3 1 (2.56%) Sitecore CMS
3 1 (2.56%) NetWeaver
3 1 (2.56%) CMS
Applications
1 3 (7.69%) MS Excel
Business Applications
1 4 (10.26%) Oracle EBS
2 1 (2.56%) Dynamics CRM
2 1 (2.56%) Oracle Financials
Communications & Networking
1 1 (2.56%) SAN
Database & Business Intelligence
1 11 (28.21%) Data Warehouse
2 7 (17.95%) SQL Server
2 7 (17.95%) SQL Server Integration Services
3 6 (15.38%) Data Mining
4 4 (10.26%) SQL Server Reporting Services
4 4 (10.26%) SQL Server Analysis Services
5 3 (7.69%) SQL Server 2008
5 3 (7.69%) OLAP Cube
5 3 (7.69%) Microsoft Analysis Services
5 3 (7.69%) OLAP
5 3 (7.69%) DTS
6 2 (5.13%) Hadoop
6 2 (5.13%) Big Data
7 1 (2.56%) Oracle ODI
7 1 (2.56%) BusinessObjects
7 1 (2.56%) PowerCenter
General
1 6 (15.38%) Finance
2 5 (12.82%) Retail
3 4 (10.26%) Manufacturing
4 2 (5.13%) Marketing
Job Titles
1 19 (48.72%) Analyst
2 17 (43.59%) Data Analyst
3 10 (25.64%) Data Modeller
3 10 (25.64%) Quality Analyst
3 10 (25.64%) Architect
3 10 (25.64%) Data Quality Analyst
4 8 (20.51%) Business Intelligence Analyst
5 7 (17.95%) CRM Analyst
6 5 (12.82%) Data Architect
7 4 (10.26%) Information Architect
7 4 (10.26%) Developer
8 3 (7.69%) Solutions Architect
9 2 (5.13%) Business Analyst
9 2 (5.13%) Technical Architect
9 2 (5.13%) MI Analyst
9 2 (5.13%) Developer Analyst
9 2 (5.13%) Telephony Analyst
9 2 (5.13%) MI Developer
10 1 (2.56%) Hadoop Administrator
10 1 (2.56%) SQL Developer
Libraries, Frameworks & Software Standards
1 2 (5.13%) .NET
1 2 (5.13%) SOAP
1 2 (5.13%) WCF
1 2 (5.13%) REST
Miscellaneous
1 8 (20.51%) Analytical Skills
2 3 (7.69%) Data Structures
2 3 (7.69%) Reference Data
3 2 (5.13%) Hybrid Cloud
4 1 (2.56%) Data Extraction
4 1 (2.56%) Management Information System
Operating Systems
1 1 (2.56%) Linux
Processes & Methodologies
1 22 (56.41%) Business Intelligence
2 15 (38.46%) Analytics
3 13 (33.33%) CRM
4 12 (30.77%) Data Management
5 9 (23.08%) ETL
6 8 (20.51%) Data Governance
7 7 (17.95%) Master Data Management
7 7 (17.95%) Customer Analytics
7 7 (17.95%) Logical Data Model
8 5 (12.82%) Data Transformation
9 4 (10.26%) Physical Data Model
9 4 (10.26%) Information Architecture
9 4 (10.26%) Validation
9 4 (10.26%) Migration
9 4 (10.26%) Project Management
9 4 (10.26%) Quality Management
9 4 (10.26%) Enterprise Architecture
10 3 (7.69%) Information Management
10 3 (7.69%) Performance Management
10 3 (7.69%) Data Cleansing
Programming Languages
1 12 (30.77%) SQL
2 5 (12.82%) T-SQL
3 3 (7.69%) Data Mining Extensions (DMX)
4 2 (5.13%) C#
5 1 (2.56%) PL/SQL
Qualifications
1 1 (2.56%) Microsoft Certification
1 1 (2.56%) Security Cleared
1 1 (2.56%) Microsoft Certified Architect
Quality Assurance & Compliance
1 10 (25.64%) Data Quality
2 3 (7.69%) QA
3 1 (2.56%) SLA
3 1 (2.56%) TickIT
Vendors
1 10 (25.64%) Oracle
2 7 (17.95%) Microsoft
3 5 (12.82%) SAP
4 2 (5.13%) TIBCO
5 1 (2.56%) Minitab
5 1 (2.56%) Teradata
5 1 (2.56%) Sitecore
5 1 (2.56%) Cloudera
5 1 (2.56%) Cognos
5 1 (2.56%) Informatica
5 1 (2.56%) Salesforce.com
Luton, Bedfordshire
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