The statistics below represent IT contracts advertised across the UK that had Data Modeller featuring in the job title. Included is a guide to the contractor rates offered over the 3 months to 26 August 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
26 Aug 2016
Same period 2015 Same period 2014
Data Modeller
Rank 592 576 564
Rank change year-on-year
-16 -12
Contract jobs requiring a Data Modeller 61 82 71
As % of all contract IT jobs located in the UK 0.11% 0.14% 0.13%
As % of the Job Titles category 0.12% 0.15% 0.13%
Number of daily rates quoted 38 58 38
Median daily rate £460 £500 £450
Median daily rate % change year-on-year
-8.00% +11.11%
90% offered a daily rate of more than £337 £361 £343
10% offered a daily rate of more than £658 £575 £615
UK excluding London median daily rate £425 £475 £450
% change year-on-year
-10.52% +5.55%
Number of hourly rates quoted 1 0 0
Median hourly rate £100.00 - -
UK excluding London median hourly rate - - -

The following table is for comparison with the above and provides statistics for the entire Job Titles category in contract jobs advertised across the UK. 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
UK
Contract IT job ads with a match in the
Job Titles category
51261 55415 53407
As % of all contract IT jobs located in the UK 94.74% 94.88% 94.66%
Number of daily rates quoted 33404 35221 32266
Median daily rate £425 £400 £400
Median daily rate % change year-on-year
+6.25% -
90% offered a daily rate of more than £255 £250 £225
10% offered a daily rate of more than £575 £575 £550
UK excluding London median daily rate £390 £375 £350
% change year-on-year
+4.00% +7.14%
Number of hourly rates quoted 1639 2084 2091
Median hourly rate £17.00 £17.25 £17.00
Median hourly rate % change year-on-year
-1.44% +1.47%
90% offered a hourly rate of more than £10.88 £11.00 £10.57
10% offered a hourly rate of more than £45.00 £42.50 £39.46
UK excluding London median hourly rate £16.50 £17.00 £16.50
% change year-on-year
-2.94% +3.03%

Data Modeller
Jobs Demand Trend

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

Data Modeller Jobs Demand Trend in the UK

Data Modeller
Daily Rate Trend

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

Data Modeller Daily Rate Trend in the UK

Data Modeller
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modeller within the UK over the 3 months to 26 August 2016.

Data Modeller Daily Rate Histogram in the UK

Data Modeller
Hourly Rate Trend

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

Data Modeller Hourly Rate Trend in the UK

Data Modeller
Top 28 Contract Locations

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 UK over the 3 months to 26 August 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
England -14 56 £458 -8.50% 12
London -14 35 £500 -4.76% 7
North West +15 9 £425 -13.70%
South East +18 6 £375 -28.57% 1
Cheshire +17 5 £425 -
Scotland +16 5 £500 +33.33% 1
Warrington - 5 £425 -
Glasgow - 4 £500 - 1
City of London +9 3 £525 -2.32%
Surrey +9 2 - -
East Midlands 0 2 £296 -48.47%
West Sussex - 2 £375 - 1
Buckinghamshire - 2 - -
Milton Keynes - 2 - -
Northamptonshire - 2 £296 -
Northampton - 2 £296 -
Staines - 2 - -
East of England +9 1 - - 1
South West +2 1 - -
Edinburgh +1 1 - -
Yorkshire -2 1 - - 2
Bedfordshire -8 1 - - 1
West Midlands -32 1 £458 +21.19% 1
Bristol - 1 - -
Walsall - 1 £458 -
Leeds - 1 - -
West Yorkshire - 1 - - 2
Manchester - 1 £450 -

Data Modeller Skill Set
Top 30 Related IT Skills

For the 6 months to 26 August 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 featuring Data Modeller in the job title.

1 124 (93.94%) Data Modelling
2 48 (36.36%) Finance
3 43 (32.58%) Data Warehouse
4 38 (28.79%) Logical Data Model
5 30 (22.73%) ETL
6 27 (20.45%) Data Analysis
7 25 (18.94%) SQL
7 25 (18.94%) Data Quality
8 22 (16.67%) Data Management
8 22 (16.67%) Business Intelligence
9 21 (15.91%) Agile Software Development
9 21 (15.91%) Analytics
9 21 (15.91%) Physical Data Model
10 19 (14.39%) Star Schema
10 19 (14.39%) ERwin
11 18 (13.64%) Oracle
11 18 (13.64%) Banking
12 17 (12.88%) SQL Server
12 17 (12.88%) Data Structures
13 16 (12.12%) Kimball Methodology
13 16 (12.12%) Data Governance
13 16 (12.12%) IBM
14 15 (11.36%) Data Architecture
15 14 (10.61%) Data Mapping
15 14 (10.61%) Information Management
16 13 (9.85%) IBM InfoSphere
16 13 (9.85%) Relational Database
17 12 (9.09%) Hadoop
17 12 (9.09%) Degree
17 12 (9.09%) Business Analysis

Data Modeller Skill Set
Top Related IT Skills 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 9 (6.82%) SAS
2 5 (3.79%) Confluence
3 4 (3.03%) Apache Spark
4 3 (2.27%) Apache
5 1 (0.76%) CMS
5 1 (0.76%) Oracle Service Bus
5 1 (0.76%) SharePoint
5 1 (0.76%) WebSphere
Applications
1 2 (1.52%) MS Excel
1 2 (1.52%) Spreadsheet
2 1 (0.76%) CPLEX
2 1 (0.76%) MS Office
2 1 (0.76%) SPSS
Business Applications
1 3 (2.27%) SAP CRM
1 3 (2.27%) SAP hybris
2 2 (1.52%) SAP Oil and Gas
3 1 (0.76%) Dynamics CRM
Cloud Services
1 5 (3.79%) Microsoft Azure
2 3 (2.27%) Amazon AWS
3 2 (1.52%) AWS Lambda
Communications & Networking
1 1 (0.76%) Network Security
Database & Business Intelligence
1 43 (32.58%) Data Warehouse
2 19 (14.39%) Star Schema
3 17 (12.88%) SQL Server
4 13 (9.85%) IBM InfoSphere
4 13 (9.85%) Relational Database
5 12 (9.09%) Hadoop
6 9 (6.82%) Big Data
7 7 (5.30%) Enterprise Data Warehouse
7 7 (5.30%) SQL Server Integration Services
8 6 (4.55%) Oracle Database
9 5 (3.79%) BusinessObjects
9 5 (3.79%) Data Mining
9 5 (3.79%) DB2
10 4 (3.03%) MongoDB
10 4 (3.03%) PostgreSQL
10 4 (3.03%) RDBMS
10 4 (3.03%) SQL Server Reporting Services
11 3 (2.27%) Amazon Redshift
11 3 (2.27%) Apache Hive
11 3 (2.27%) IBM PureData
Development Applications
1 19 (14.39%) ERwin
2 9 (6.82%) PowerDesigner
3 6 (4.55%) Talend Open Studio
4 5 (3.79%) JIRA
General
1 48 (36.36%) Finance
2 18 (13.64%) Banking
3 9 (6.82%) Marketing
4 8 (6.06%) Investment Banking
4 8 (6.06%) Retail
5 4 (3.03%) Telecoms
6 3 (2.27%) Electronics
7 2 (1.52%) Financial Institution
7 2 (1.52%) Front Office
7 2 (1.52%) Manufacturing
8 1 (0.76%) Advertising
8 1 (0.76%) Back Office
8 1 (0.76%) Billing
8 1 (0.76%) Legal
Libraries, Frameworks & Software Standards
1 9 (6.82%) XML
2 4 (3.03%) FIX Protocol
2 4 (3.03%) FpML
3 2 (1.52%) Web Services
4 1 (0.76%) .NET
4 1 (0.76%) ASP.NET
4 1 (0.76%) CSS
4 1 (0.76%) IBM Integration Bus
4 1 (0.76%) jQuery
4 1 (0.76%) Middleware
4 1 (0.76%) REST
4 1 (0.76%) SOAP
4 1 (0.76%) Twitter Bootstrap
4 1 (0.76%) WCF
Miscellaneous
1 17 (12.88%) Data Structures
2 9 (6.82%) Computer Science
2 9 (6.82%) Market Risk
3 7 (5.30%) Data Integration
4 6 (4.55%) Analytical Skills
4 6 (4.55%) Credit Risk
5 4 (3.03%) Reference Data
6 3 (2.27%) Equities
6 3 (2.27%) Fixed Income
6 3 (2.27%) User Experience
7 2 (1.52%) Mathematics
7 2 (1.52%) Statistics
8 1 (0.76%) Data Centre
8 1 (0.76%) Digital Media
8 1 (0.76%) Enterprise Software
8 1 (0.76%) Management Information System
8 1 (0.76%) Social Media
8 1 (0.76%) Taxonomies
8 1 (0.76%) Visualisation
8 1 (0.76%) Wiki
Processes & Methodologies
1 124 (93.94%) Data Modelling
2 38 (28.79%) Logical Data Model
3 30 (22.73%) ETL
4 27 (20.45%) Data Analysis
5 22 (16.67%) Business Intelligence
5 22 (16.67%) Data Management
6 21 (15.91%) Agile Software Development
6 21 (15.91%) Analytics
6 21 (15.91%) Physical Data Model
7 16 (12.12%) Data Governance
7 16 (12.12%) Kimball Methodology
8 15 (11.36%) Data Architecture
9 14 (10.61%) Data Mapping
9 14 (10.61%) Information Management
10 12 (9.09%) Business Analysis
10 12 (9.09%) CRM
11 11 (8.33%) Data Analytics
12 10 (7.58%) Migration
13 9 (6.82%) Inmon Methodology
13 9 (6.82%) Quality Management
Programming Languages
1 25 (18.94%) SQL
2 7 (5.30%) VBA
3 3 (2.27%) C#
3 3 (2.27%) Java
3 3 (2.27%) MATLAB
3 3 (2.27%) PL/SQL
4 2 (1.52%) PowerShell
4 2 (1.52%) Scala
4 2 (1.52%) T-SQL
5 1 (0.76%) C
5 1 (0.76%) C++
5 1 (0.76%) JavaScript
5 1 (0.76%) Perl
5 1 (0.76%) PHP
5 1 (0.76%) Python
5 1 (0.76%) R
Qualifications
1 12 (9.09%) Degree
2 4 (3.03%) Security Cleared
3 3 (2.27%) SC Cleared
4 1 (0.76%) BPSS Clearance
4 1 (0.76%) DV Cleared
Quality Assurance & Compliance
1 25 (18.94%) Data Quality
2 4 (3.03%) Solvency II
3 1 (0.76%) QA
3 1 (0.76%) SLA
Vendors
1 18 (13.64%) Oracle
2 16 (12.12%) IBM
3 11 (8.33%) SAP
4 8 (6.06%) Microsoft
5 6 (4.55%) Embarcadero
5 6 (4.55%) Talend
6 5 (3.79%) Tableau
7 4 (3.03%) Netezza
7 4 (3.03%) Teradata
8 3 (2.27%) hybris
8 3 (2.27%) MicroStrategy
9 2 (1.52%) Bloomberg
9 2 (1.52%) Informatica
10 1 (0.76%) Cognos
10 1 (0.76%) ILOG
10 1 (0.76%) Infor
10 1 (0.76%) Salesforce.com
10 1 (0.76%) Sybase
10 1 (0.76%) TIBCO
10 1 (0.76%) webMethods
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Clearwater People Solutions
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