The median contractor rate for a Data Modeller was £472 per day in advertised job vacancies during the 3 months to 29 March 2017.

The first table below provides contractor rate benchmarking and summary statistics including a comparison to same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modeller
UK
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 560 563 522
Rank change year-on-year +3 -41  
Contract jobs requiring a Data Modeller 45 85 103
As % of all contract IT jobs advertised in the UK 0.099% 0.16% 0.19%
As % of the Job Titles category 0.10% 0.17% 0.20%
Number of daily rates quoted 30 67 59
Median daily rate £472 £498 £475
Median daily rate % change year-on-year -5.22% +4.73%  
90% offered a daily rate of more than £361 £300 £335
10% offered a daily rate of more than £638 £650 £630
UK excluding London median daily rate £450 £450 £475
% change year-on-year - -5.26%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

The next table is for comparison with the above and includes summary statistics for all job roles in contract job vacancies. Most job vacancies include a discernible job title. As such, the figures in the first row provide an indication of the number of contract jobs in our overall sample.

Contract IT Job Roles
UK
Contract job vacancies with a job title containing a recognized job role 42875 51263 50687
As % of all contract IT job vacancies advertised in the UK 94.79% 95.24% 94.83%
Number of daily rates quoted 27839 33245 30600
Median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25%  
90% offered a daily rate of more than £260 £260 £238
10% offered a daily rate of more than £600 £600 £555
UK excluding London median daily rate £400 £388 £375
% change year-on-year +3.22% +3.33%  
Number of hourly rates quoted 1489 1590 2025
Median hourly rate £18.00 £18.75 £17.50
Median hourly rate % change year-on-year -4.00% +7.14%  
90% offered a hourly rate of more than £11.30 £11.30 £11.00
10% offered a hourly rate of more than £47.50 £47.83 £42.50
UK excluding London median hourly rate £17.50 £19.50 £17.00
% change year-on-year -10.25% +14.70%  

Data Modeller
Job Vacancy Trend

The job posting trend of jobs advertised that featured Data Modeller in the job title.

Job vacancy trend for Data Modeller in the UK

Data Modeller
Contractor Daily Rate Trend

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

Contractor daily rate trend for Data Modeller in the UK

Data Modeller
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Data Modeller over the 3 months to 29 March 2017.

Contractor daily rate histogram for Data Modeller in the UK

Data Modeller
Contractor Hourly Rate Trend

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

Contractor hourly rate trend for Data Modeller in the UK

Data Modeller
Top 19 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 29 March 2017. 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 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 +10 42 £472 -5.22% 5
London +7 31 £475 -13.63% 1
North West +34 5 - -
City of London -9 5 £513 -18.00%
South West -6 4 £400 -15.78%
Scotland +27 3 £463 +15.62%
Bristol +3 3 £400 -5.88%
Canary Wharf - 3 - -
Edinburgh +18 2 £463 +15.62%
Merseyside - 2 - -
South East +11 1 £625 +58.73%
West Midlands +11 1 £300 -17.24%
Birmingham +1 1 £300 -36.84%
Glasgow - 1 - -
West Sussex - 1 £625 -
Devon - 1 - -
Plymouth - 1 - -
Horsham - 1 £625 -
Cheshire - 1 - -

Data Modeller Skill Set
Top 30 Co-occurring IT Skills

For the 6 months to 29 March 2017, 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.

1 100 (98.04%) Data Modelling
2 39 (38.24%) Finance
3 35 (34.31%) Logical Data Model
4 24 (23.53%) ETL
5 23 (22.55%) ERwin
6 20 (19.61%) Data Warehouse
6 20 (19.61%) SQL
6 20 (19.61%) Banking
7 19 (18.63%) Business Analysis
7 19 (18.63%) Physical Data Model
8 16 (15.69%) Oracle
9 14 (13.73%) Relational Database
10 13 (12.75%) Analytics
10 13 (12.75%) Data Management
11 12 (11.76%) Stakeholder Management
11 12 (11.76%) Investment Banking
11 12 (11.76%) Degree
11 12 (11.76%) Conceptual Models
12 11 (10.78%) IBM
13 10 (9.80%) Analytical Skills
14 9 (8.82%) Big Data
14 9 (8.82%) SQL Server
14 9 (8.82%) Business Intelligence
14 9 (8.82%) Data Analysis
15 8 (7.84%) Data Analytics
15 8 (7.84%) Data Transformation
15 8 (7.84%) Data Architecture
16 7 (6.86%) Master Data Management
16 7 (6.86%) Informatica
16 7 (6.86%) Validation

Data Modeller Skill Set
Co-occurring 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 3 (2.94%) SAS
2 2 (1.96%) Apache Solr
2 2 (1.96%) Apache Spark
2 2 (1.96%) IIS
3 1 (0.98%) Apache Pig
3 1 (0.98%) CICS
3 1 (0.98%) SharePoint
Applications
1 1 (0.98%) MS Excel
1 1 (0.98%) SPSS
1 1 (0.98%) SPSS Modeler
Business Applications
1 1 (0.98%) SAP Oil and Gas
Cloud Services
1 3 (2.94%) Microsoft Azure
2 1 (0.98%) Cloud Computing
2 1 (0.98%) SaaS
Database & Business Intelligence
1 20 (19.61%) Data Warehouse
2 14 (13.73%) Relational Database
3 9 (8.82%) Big Data
3 9 (8.82%) SQL Server
4 6 (5.88%) Hadoop
4 6 (5.88%) MarkLogic
4 6 (5.88%) SQL Server Integration Services
5 5 (4.90%) NoSQL
5 5 (4.90%) RDBMS
6 4 (3.92%) DB2
6 4 (3.92%) Enterprise Data Warehouse
7 3 (2.94%) MySQL
7 3 (2.94%) SQL Server Analysis Services
8 2 (1.96%) MS Access
8 2 (1.96%) Oracle Database
8 2 (1.96%) Pentaho
8 2 (1.96%) Power BI
8 2 (1.96%) SQL Server 2014
8 2 (1.96%) SQL Server Reporting Services
9 1 (0.98%) IBM InfoSphere
Development Applications
1 23 (22.55%) ERwin
2 2 (1.96%) Visual Studio
3 1 (0.98%) Bitbucket
3 1 (0.98%) Cucumber
3 1 (0.98%) FitNesse
3 1 (0.98%) Jenkins
3 1 (0.98%) JIRA
3 1 (0.98%) Team Foundation Server
3 1 (0.98%) Toad
General
1 39 (38.24%) Finance
2 20 (19.61%) Banking
3 12 (11.76%) Investment Banking
4 4 (3.92%) Legal
5 3 (2.94%) Front Office
5 3 (2.94%) Retail
6 2 (1.96%) Marketing
7 1 (0.98%) Back Office
7 1 (0.98%) Electronics
7 1 (0.98%) Financial Institution
7 1 (0.98%) Law
7 1 (0.98%) Manufacturing
7 1 (0.98%) Publishing
7 1 (0.98%) Telecoms
Libraries, Frameworks & Software Standards
1 7 (6.86%) XML
2 3 (2.94%) FIX Protocol
2 3 (2.94%) JSON
3 2 (1.96%) Kafka
3 2 (1.96%) Lucene
3 2 (1.96%) REST
4 1 (0.98%) SOAP
4 1 (0.98%) XML Messaging
Miscellaneous
1 10 (9.80%) Analytical Skills
2 4 (3.92%) Data Structures
2 4 (3.92%) Management Information System
3 3 (2.94%) Derivative
3 3 (2.94%) Equities
3 3 (2.94%) OTC Derivatives
3 3 (2.94%) Virtual Team
4 2 (1.96%) Market Risk
5 1 (0.98%) Computer Science
5 1 (0.98%) Fintech
5 1 (0.98%) Fixed Income
5 1 (0.98%) Hedge funds
5 1 (0.98%) Mainframe
5 1 (0.98%) Social Media
Operating Systems
1 6 (5.88%) Linux
1 6 (5.88%) Unix
2 1 (0.98%) zOS
Processes & Methodologies
1 100 (98.04%) Data Modelling
2 35 (34.31%) Logical Data Model
3 24 (23.53%) ETL
4 19 (18.63%) Business Analysis
4 19 (18.63%) Physical Data Model
5 13 (12.75%) Analytics
5 13 (12.75%) Data Management
6 12 (11.76%) Conceptual Models
6 12 (11.76%) Stakeholder Management
7 9 (8.82%) Business Intelligence
7 9 (8.82%) Data Analysis
8 8 (7.84%) Data Analytics
8 8 (7.84%) Data Architecture
8 8 (7.84%) Data Transformation
9 7 (6.86%) Master Data Management
9 7 (6.86%) Migration
9 7 (6.86%) Validation
10 6 (5.88%) ETL Development
10 6 (5.88%) Visualisation
11 5 (4.90%) Data Mapping
Programming Languages
1 20 (19.61%) SQL
2 6 (5.88%) Python
3 4 (3.92%) Java
4 3 (2.94%) Perl
4 3 (2.94%) R
5 2 (1.96%) C++
5 2 (1.96%) PL/SQL
6 1 (0.98%) COBOL
6 1 (0.98%) MATLAB
6 1 (0.98%) VBA
Qualifications
1 12 (11.76%) Degree
2 2 (1.96%) ITIL Certification
2 2 (1.96%) SC Cleared
2 2 (1.96%) Security Cleared
3 1 (0.98%) PhD
Quality Assurance & Compliance
1 6 (5.88%) MiFID
2 3 (2.94%) IFRS
2 3 (2.94%) IFRS 9
3 1 (0.98%) Data Quality
3 1 (0.98%) Disclosure Scotland
3 1 (0.98%) Dodd-Frank
3 1 (0.98%) EMIR
3 1 (0.98%) HL7
System Software
1 1 (0.98%) HDFS
1 1 (0.98%) Oracle RAC
Vendors
1 16 (15.69%) Oracle
2 11 (10.78%) IBM
3 7 (6.86%) Informatica
4 5 (4.90%) CA
4 5 (4.90%) Teradata
5 3 (2.94%) Bloomberg
5 3 (2.94%) Embarcadero
5 3 (2.94%) Microsoft
5 3 (2.94%) Reuters
5 3 (2.94%) Sybase
6 2 (1.96%) Alteryx
6 2 (1.96%) IDERA
7 1 (0.98%) Ab Initio
7 1 (0.98%) Cloudera
7 1 (0.98%) Greenplum
7 1 (0.98%) Infor
7 1 (0.98%) Pega
7 1 (0.98%) SAP
7 1 (0.98%) TIBCO
London
Spencer Rose
Rate: From £400 to £450 per annum
Posted: 2 hours ago
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Rate: £350.00 per day
Posted: Yesterday
Ipswich, Suffolk
Avance Consulting
Posted: Yesterday
Ipswich, Suffolk
Avance Consulting
Posted: 2 days ago