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 3 December 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
3 Dec 2016
Same period 2015 Same period 2014
Data Modeller
Rank 564 578 534
Rank change year-on-year
+14 -44
Contract jobs requiring a Data Modeller 56 79 103
As % of all contract IT jobs located in the UK 0.11% 0.14% 0.18%
As % of the Job Titles category 0.12% 0.15% 0.19%
Number of daily rates quoted 41 44 77
Median daily rate £550 £500 £463
Median daily rate % change year-on-year
+10.00% +8.10%
90% offered a daily rate of more than £375 £400 £350
10% offered a daily rate of more than £650 £625 £600
UK excluding London median daily rate £425 £473 £400
% change year-on-year
-10.05% +18.12%
Number of hourly rates quoted 2 0 0
Median hourly rate £57.50 - -
UK excluding London median hourly rate £57.50 - -

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
46798 52479 53703
As % of all contract IT jobs located in the UK 94.62% 94.81% 93.19%
Number of daily rates quoted 30588 33428 33908
Median daily rate £425 £413 £400
Median daily rate % change year-on-year
+3.03% +3.12%
90% offered a daily rate of more than £250 £260 £225
10% offered a daily rate of more than £600 £580 £575
UK excluding London median daily rate £398 £385 £375
% change year-on-year
+3.24% +2.66%
Number of hourly rates quoted 1652 2035 2195
Median hourly rate £16.50 £17.00 £16.00
Median hourly rate % change year-on-year
-2.94% +6.25%
90% offered a hourly rate of more than £11.00 £10.50 £10.50
10% offered a hourly rate of more than £44.00 £43.50 £37.50
UK excluding London median hourly rate £16.50 £17.00 £15.85
% change year-on-year
-2.94% +7.25%

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 3 December 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 30 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 3 December 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 -9 49 £550 +10.00% 2
London -14 32 £575 +9.52%
South East +26 11 £400 -14.89% 1
Milton Keynes - 6 £375 -
Buckinghamshire - 6 £375 -
Wales - 5 £425 -
South Wales - 4 £425 -
Newport - 4 £425 -
City of London -7 3 £650 +23.80%
South West +9 2 £550 +22.22%
Berkshire +6 2 £380 -5.00% 1
Scotland +4 2 £400 -13.51%
West Sussex - 2 £625 -
Horsham - 2 £625 -
East of England +9 1 £446 -15.14%
Glasgow +8 1 - -
Edinburgh +7 1 £400 -13.51%
North West +7 1 £500 -
East Midlands -4 1 - -
West Midlands -11 1 £350 -41.17%
Northamptonshire -13 1 - -
Cheshire - 1 £500 -
Hampshire - 1 - -
Dorset - 1 - -
Wiltshire - 1 £550 -
Swindon - 1 £550 -
Luton - 1 £446 -
Wokingham - 1 £335 -
Macclesfield - 1 £500 -
Dorchester - 1 - -

Data Modeller Skill Set
Top 30 Related IT Skills

For the 6 months to 3 December 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.

1 114 (98.28%) Data Modelling
2 41 (35.34%) Logical Data Model
3 28 (24.14%) ETL
4 27 (23.28%) Physical Data Model
5 24 (20.69%) Finance
6 20 (17.24%) SQL
6 20 (17.24%) Analytics
7 19 (16.38%) Data Warehouse
8 17 (14.66%) Oracle
8 17 (14.66%) SQL Server
8 17 (14.66%) Relational Database
9 16 (13.79%) ERwin
9 16 (13.79%) Agile Software Development
10 14 (12.07%) Banking
10 14 (12.07%) Stakeholder Management
10 14 (12.07%) Data Analysis
10 14 (12.07%) Data Architecture
11 13 (11.21%) Big Data
12 12 (10.34%) Kimball Methodology
12 12 (10.34%) Business Intelligence
12 12 (10.34%) Migration
12 12 (10.34%) Data Management
13 11 (9.48%) Data Analytics
13 11 (9.48%) Reverse Engineering
14 10 (8.62%) Data Governance
14 10 (8.62%) Data Structures
14 10 (8.62%) TOGAF
14 10 (8.62%) Business Analysis
14 10 (8.62%) Degree
15 8 (6.90%) SOA

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 6 (5.17%) SAS
2 2 (1.72%) Apache Spark
2 2 (1.72%) Elasticsearch
2 2 (1.72%) Oracle SOA Suite
3 1 (0.86%) Apache Pig
3 1 (0.86%) Apache Solr
3 1 (0.86%) CICS
3 1 (0.86%) CMS
Applications
1 1 (0.86%) MS Excel
1 1 (0.86%) MS Office
1 1 (0.86%) Spreadsheet
1 1 (0.86%) SPSS
Business Applications
1 1 (0.86%) Dynamics CRM
1 1 (0.86%) SAP Oil and Gas
Cloud Services
1 3 (2.59%) Microsoft Azure
2 1 (0.86%) Cloud Computing
Communications & Networking
1 1 (0.86%) Network Security
Database & Business Intelligence
1 19 (16.38%) Data Warehouse
2 17 (14.66%) Relational Database
2 17 (14.66%) SQL Server
3 13 (11.21%) Big Data
4 8 (6.90%) Hadoop
5 7 (6.03%) DB2
5 7 (6.03%) Enterprise Data Warehouse
6 6 (5.17%) PostgreSQL
6 6 (5.17%) RDBMS
7 5 (4.31%) Oracle Database
8 3 (2.59%) IBM PureData
8 3 (2.59%) MongoDB
8 3 (2.59%) MySQL
8 3 (2.59%) Oracle Exadata
8 3 (2.59%) Oracle Reports
8 3 (2.59%) Pentaho
8 3 (2.59%) Power BI
8 3 (2.59%) SQL Server Reporting Services
8 3 (2.59%) Star Schema
9 2 (1.72%) BusinessObjects
Development Applications
1 16 (13.79%) ERwin
2 6 (5.17%) Talend Open Studio
3 5 (4.31%) PowerDesigner
4 1 (0.86%) Toad
4 1 (0.86%) Visual Studio
General
1 24 (20.69%) Finance
2 14 (12.07%) Banking
3 7 (6.03%) Retail
4 4 (3.45%) Investment Banking
5 3 (2.59%) Front Office
5 3 (2.59%) Telecoms
6 2 (1.72%) Electronics
6 2 (1.72%) Financial Institution
6 2 (1.72%) Marketing
7 1 (0.86%) Advertising
7 1 (0.86%) Back Office
7 1 (0.86%) Billing
7 1 (0.86%) Law
7 1 (0.86%) Manufacturing
Libraries, Frameworks & Software Standards
1 8 (6.90%) XML
2 3 (2.59%) FIX Protocol
3 2 (1.72%) Apache Avro
3 2 (1.72%) ELK Stack
3 2 (1.72%) Kafka
3 2 (1.72%) REST
3 2 (1.72%) Spark Streaming
4 1 (0.86%) .NET
4 1 (0.86%) Apache Camel
4 1 (0.86%) Lucene
4 1 (0.86%) SOAP
4 1 (0.86%) XML Messaging
Miscellaneous
1 10 (8.62%) Data Structures
2 7 (6.03%) Visualisation
3 6 (5.17%) Data Integration
4 5 (4.31%) Analytical Skills
5 4 (3.45%) Reference Data
6 3 (2.59%) Derivative
6 3 (2.59%) Economics
6 3 (2.59%) Equities
6 3 (2.59%) OTC Derivatives
6 3 (2.59%) Psychology
7 2 (1.72%) Data Centre
7 2 (1.72%) Mathematics
7 2 (1.72%) Statistics
8 1 (0.86%) Credit Risk
8 1 (0.86%) Data Conversion
8 1 (0.86%) Data Extraction
8 1 (0.86%) Digital Media
8 1 (0.86%) Enterprise Software
8 1 (0.86%) Mainframe
8 1 (0.86%) Taxonomies
Operating Systems
1 5 (4.31%) Linux
1 5 (4.31%) Unix
2 1 (0.86%) zOS
Processes & Methodologies
1 114 (98.28%) Data Modelling
2 41 (35.34%) Logical Data Model
3 28 (24.14%) ETL
4 27 (23.28%) Physical Data Model
5 20 (17.24%) Analytics
6 16 (13.79%) Agile Software Development
7 14 (12.07%) Data Analysis
7 14 (12.07%) Data Architecture
7 14 (12.07%) Stakeholder Management
8 12 (10.34%) Business Intelligence
8 12 (10.34%) Data Management
8 12 (10.34%) Kimball Methodology
8 12 (10.34%) Migration
9 11 (9.48%) Data Analytics
9 11 (9.48%) Reverse Engineering
10 10 (8.62%) Business Analysis
10 10 (8.62%) Data Governance
10 10 (8.62%) TOGAF
11 8 (6.90%) CRM
11 8 (6.90%) SOA
Programming Languages
1 20 (17.24%) SQL
2 8 (6.90%) Python
3 6 (5.17%) Java
4 5 (4.31%) Perl
4 5 (4.31%) VBA
5 4 (3.45%) R
6 3 (2.59%) C++
7 2 (1.72%) MATLAB
7 2 (1.72%) PL/SQL
7 2 (1.72%) Ruby
7 2 (1.72%) Scala
8 1 (0.86%) COBOL
8 1 (0.86%) JavaScript
8 1 (0.86%) PHP
Qualifications
1 10 (8.62%) Degree
2 3 (2.59%) Security Cleared
3 2 (1.72%) SC Cleared
4 1 (0.86%) PhD
Quality Assurance & Compliance
1 5 (4.31%) Data Quality
2 4 (3.45%) MiFID
3 1 (0.86%) HL7
3 1 (0.86%) QA
System Software
1 2 (1.72%) Apache Flume
Systems Management
1 2 (1.72%) Grafana
1 2 (1.72%) Kibana
1 2 (1.72%) logstash
1 2 (1.72%) Nagios
Vendors
1 17 (14.66%) Oracle
2 6 (5.17%) Embarcadero
2 6 (5.17%) IBM
2 6 (5.17%) SAP
2 6 (5.17%) Talend
3 5 (4.31%) CA
4 4 (3.45%) Microsoft
5 3 (2.59%) MicroStrategy
5 3 (2.59%) Netezza
5 3 (2.59%) Sybase
6 2 (1.72%) Infor
7 1 (0.86%) Ab Initio
7 1 (0.86%) Cognos
7 1 (0.86%) Greenplum
7 1 (0.86%) IDERA
7 1 (0.86%) Pega
7 1 (0.86%) Salesforce.com
7 1 (0.86%) Tableau
7 1 (0.86%) Teradata
7 1 (0.86%) TIBCO
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