The statistics below represent IT contracts advertised across the England region that had Data Modeller featuring in the job title. Included is a guide to the contractor rates offered over the 3 months to 30 June 2016 with a comparison to same period over 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
30 Jun 2016
Same period 2015 Same period 2014
Data Modeller
Rank 556 528 541
Rank change year-on-year
-28 +13
Contract jobs requiring a Data Modeller 55 94 47
As % of all contract IT jobs located in England 0.11% 0.18% 0.096%
As % of the Job Titles category 0.12% 0.19% 0.10%
Number of daily rates quoted 39 75 35
Median daily rate £475 £490 £450
Median daily rate % change year-on-year
-3.06% +8.88%
90% offered a daily rate of more than £400 £375 £369
10% offered a daily rate of more than £610 £575 £575
UK excluding London median daily rate £450 £475 £425
% change year-on-year
-5.26% +11.76%
Number of hourly rates quoted 1 0 0
Median hourly rate £100.00 - -
UK excluding London median hourly rate - - -
Data Modeller
UK

The following table is for comparison with the above and provides statistics for the entire Job Titles category in contract jobs advertised in the England region. Most job vacancies include a discernible job title. As such the figures in the first row provide an indication of the total number of contract jobs in the overall sample.

Job Titles Category
England
Contract IT job ads with a match in the
Job Titles category
46674 48291 46317
As % of all contract IT jobs located in England 94.89% 94.80% 94.90%
Number of daily rates quoted 30793 30976 28892
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £263 £250 £225
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £396 £365 £350
% change year-on-year
+8.49% +4.28%
Number of hourly rates quoted 1388 1837 1891
Median hourly rate £17.50 £16.50 £16.50
Median hourly rate % change year-on-year
+6.06% -
90% offered a hourly rate of more than £11.00 £11.00 £10.50
10% offered a hourly rate of more than £43.50 £40.00 £39.00
UK excluding London median hourly rate £17.50 £16.14 £16.50
% change year-on-year
+8.42% -2.18%

Data Modeller
Jobs Demand Trend in England

The demand trend of IT contracts across the England region that featured Data Modeller in the job title.

Data Modeller Jobs Demand Trend in England

Data Modeller
Daily Rate Trend in England

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

Data Modeller Daily Rate Trend in England

Data Modeller
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modeller across the England region over the 3 months to 30 June 2016.

Data Modeller Daily Rate Histogram in England

Data Modeller
Hourly Rate Trend in England

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

Data Modeller Hourly Rate Trend in England

Data Modeller
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modeller within the England region over the 3 months to 30 June 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
London -13 25 £538 +8.58% 6
Yorkshire +15 16 £400 -20.00%
North West -6 7 £450 -11.76% 1
South East +2 5 £500 +14.61%
East Midlands +2 1 £450 -14.28%
West Midlands -21 1 £475 +33.33%
Data Modeller
UK

Data Modeller Skill Set
Top 30 Related IT Skills in England

For the 6 months to 30 June 2016, Data Modeller contract jobs required the following IT skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region featuring Data Modeller in the job title.

1 127 (93.38%) Data Modelling
2 63 (46.32%) Finance
3 45 (33.09%) Data Warehouse
3 45 (33.09%) Logical Data Model
4 35 (25.74%) Data Quality
5 34 (25.00%) Data Management
6 29 (21.32%) Data Governance
7 28 (20.59%) ERwin
8 27 (19.85%) SQL
8 27 (19.85%) Banking
9 25 (18.38%) Data Analysis
10 24 (17.65%) Star Schema
11 23 (16.91%) ETL
12 21 (15.44%) Business Intelligence
12 21 (15.44%) Physical Data Model
13 19 (13.97%) Agile Software Development
14 18 (13.24%) Business Analysis
15 17 (12.50%) Investment Banking
15 17 (12.50%) Information Management
15 17 (12.50%) Oracle
16 16 (11.76%) Data Architecture
17 15 (11.03%) Stakeholder Management
18 14 (10.29%) SQL Server
18 14 (10.29%) Market Risk
18 14 (10.29%) IBM InfoSphere
18 14 (10.29%) Data Structures
19 13 (9.56%) Relational Database
19 13 (9.56%) Analytics
19 13 (9.56%) Credit Risk
19 13 (9.56%) Degree

Data Modeller Skill Set
Top Related IT Skills in England 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 (4.41%) SAS
2 5 (3.68%) Confluence
3 4 (2.94%) Apache Spark
4 3 (2.21%) Apache
4 3 (2.21%) MQSI
5 1 (0.74%) Oracle Service Bus
5 1 (0.74%) SharePoint
5 1 (0.74%) WebSphere
Applications
1 3 (2.21%) SPSS
2 2 (1.47%) MS Excel
2 2 (1.47%) Spreadsheet
3 1 (0.74%) CPLEX
3 1 (0.74%) MS Office
3 1 (0.74%) MS PowerPoint
Business Applications
1 3 (2.21%) SAP CRM
1 3 (2.21%) SAP hybris
2 2 (1.47%) SAP Oil and Gas
3 1 (0.74%) Dynamics CRM
Cloud Services
1 4 (2.94%) Microsoft Azure
2 3 (2.21%) Amazon AWS
3 2 (1.47%) AWS Lambda
Communications & Networking
1 1 (0.74%) Network Security
Database & Business Intelligence
1 45 (33.09%) Data Warehouse
2 24 (17.65%) Star Schema
3 14 (10.29%) IBM InfoSphere
3 14 (10.29%) SQL Server
4 13 (9.56%) Relational Database
5 9 (6.62%) Hadoop
6 7 (5.15%) OLTP
6 7 (5.15%) SQL Server Integration Services
7 6 (4.41%) Big Data
7 6 (4.41%) Data Mining
8 5 (3.68%) BusinessObjects
9 4 (2.94%) MongoDB
9 4 (2.94%) NoSQL
10 3 (2.21%) Amazon Redshift
10 3 (2.21%) Apache Hive
10 3 (2.21%) SAP BW
10 3 (2.21%) SQL Server Reporting Services
11 2 (1.47%) DataStage
11 2 (1.47%) DB2
11 2 (1.47%) RDBMS
Development Applications
1 28 (20.59%) ERwin
2 12 (8.82%) PowerDesigner
3 5 (3.68%) JIRA
4 4 (2.94%) Toad
5 3 (2.21%) Talend Open Studio
5 3 (2.21%) XMLSpy
General
1 63 (46.32%) Finance
2 27 (19.85%) Banking
3 17 (12.50%) Investment Banking
4 9 (6.62%) Marketing
5 7 (5.15%) Retail
6 3 (2.21%) Telecoms
7 2 (1.47%) Electronics
7 2 (1.47%) Front Office
7 2 (1.47%) Manufacturing
8 1 (0.74%) Back Office
8 1 (0.74%) Financial Institution
8 1 (0.74%) Legal
Libraries, Frameworks & Software Standards
1 8 (5.88%) XML
2 4 (2.94%) FIX Protocol
2 4 (2.94%) FpML
3 3 (2.21%) WSDL
4 2 (1.47%) JSON
4 2 (1.47%) Web Services
4 2 (1.47%) XSD
5 1 (0.74%) .NET
5 1 (0.74%) ASP.NET
5 1 (0.74%) CSS
5 1 (0.74%) IBM Integration Bus
5 1 (0.74%) jQuery
5 1 (0.74%) Middleware
5 1 (0.74%) REST
5 1 (0.74%) SOAP
5 1 (0.74%) Twitter Bootstrap
5 1 (0.74%) WCF
Miscellaneous
1 14 (10.29%) Data Structures
1 14 (10.29%) Market Risk
2 13 (9.56%) Credit Risk
3 9 (6.62%) Computer Science
4 6 (4.41%) Management Information System
5 5 (3.68%) Analytical Skills
5 5 (3.68%) Data Integration
6 4 (2.94%) Fixed Income
7 3 (2.21%) Equities
7 3 (2.21%) User Experience
8 2 (1.47%) Credit Derivative
8 2 (1.47%) Derivative
8 2 (1.47%) Mathematics
8 2 (1.47%) Reference Data
8 2 (1.47%) Statistics
9 1 (0.74%) Algorithms
9 1 (0.74%) Ontologies
9 1 (0.74%) Taxonomies
9 1 (0.74%) Visualisation
9 1 (0.74%) Wiki
Processes & Methodologies
1 127 (93.38%) Data Modelling
2 45 (33.09%) Logical Data Model
3 34 (25.00%) Data Management
4 29 (21.32%) Data Governance
5 25 (18.38%) Data Analysis
6 23 (16.91%) ETL
7 21 (15.44%) Business Intelligence
7 21 (15.44%) Physical Data Model
8 19 (13.97%) Agile Software Development
9 18 (13.24%) Business Analysis
10 17 (12.50%) Information Management
11 16 (11.76%) Data Architecture
12 15 (11.03%) Stakeholder Management
13 13 (9.56%) Analytics
13 13 (9.56%) CRM
14 12 (8.82%) Project Management
15 11 (8.09%) Data Mapping
15 11 (8.09%) UML
16 10 (7.35%) Migration
17 9 (6.62%) Quality Management
Programming Languages
1 27 (19.85%) SQL
2 4 (2.94%) Java
3 3 (2.21%) C#
3 3 (2.21%) JavaScript
3 3 (2.21%) MATLAB
3 3 (2.21%) PL/SQL
4 2 (1.47%) C++
4 2 (1.47%) PowerShell
4 2 (1.47%) Python
4 2 (1.47%) R
4 2 (1.47%) Scala
4 2 (1.47%) T-SQL
4 2 (1.47%) VBA
5 1 (0.74%) C
5 1 (0.74%) Perl
5 1 (0.74%) PHP
Qualifications
1 13 (9.56%) Degree
2 3 (2.21%) SC Cleared
2 3 (2.21%) Security Cleared
3 1 (0.74%) BPSS Clearance
3 1 (0.74%) DV Cleared
Quality Assurance & Compliance
1 35 (25.74%) Data Quality
2 4 (2.94%) Solvency II
3 2 (1.47%) Basel II
3 2 (1.47%) Disclosure Scotland
4 1 (0.74%) QA
4 1 (0.74%) SLA
Vendors
1 17 (12.50%) Oracle
2 13 (9.56%) IBM
3 9 (6.62%) Teradata
4 7 (5.15%) SAP
5 6 (4.41%) Microsoft
6 5 (3.68%) Tableau
7 3 (2.21%) hybris
7 3 (2.21%) Sybase
7 3 (2.21%) Talend
8 2 (1.47%) Bloomberg
8 2 (1.47%) Cognos
8 2 (1.47%) Informatica
9 1 (0.74%) Ab Initio
9 1 (0.74%) Cloudera
9 1 (0.74%) Embarcadero
9 1 (0.74%) ILOG
9 1 (0.74%) Netezza
9 1 (0.74%) TIBCO
9 1 (0.74%) Vertica
9 1 (0.74%) webMethods
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