The median contractor rate for a Data Modeller was £500 per day in advertised job vacancies during the 3 months to 27 June 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
27 Jun 2017
Same period 2016 Same period 2015
Rank 541 595 533
Rank change year-on-year +54 -62  
Contract jobs requiring a Data Modeller 69 59 109
As % of all contract IT jobs advertised in the UK 0.15% 0.11% 0.20%
As % of the Job Titles category 0.15% 0.12% 0.21%
Number of daily rates quoted 45 43 87
Median daily rate £500 £475 £475
Median daily rate % change year-on-year +5.26% -  
90% offered a daily rate of more than £316 £378 £350
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £363 £450 £475
% change year-on-year -19.44% -5.26%  
Number of hourly rates quoted 0 1 0
Median hourly rate - £100.00 -
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 44656 51218 52310
As % of all contract IT job vacancies advertised in the UK 94.78% 94.87% 94.84%
Number of daily rates quoted 28833 33387 32903
Median daily rate £438 £425 £400
Median daily rate % change year-on-year +2.94% +6.25%  
90% offered a daily rate of more than £275 £260 £245
10% offered a daily rate of more than £600 £600 £568
UK excluding London median daily rate £400 £400 £370
% change year-on-year - +8.10%  
Number of hourly rates quoted 1389 1533 1989
Median hourly rate £18.10 £17.50 £16.50
Median hourly rate % change year-on-year +3.42% +6.06%  
90% offered a hourly rate of more than £11.44 £11.00 £11.00
10% offered a hourly rate of more than £47.50 £44.00 £40.00
UK excluding London median hourly rate £17.50 £17.50 £16.14
% change year-on-year - +8.42%  

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 27 June 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 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 27 June 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 +26 60 £500 +5.26% 8
London +17 39 £511 -4.93% 3
City of London +4 9 £525 -8.69% 2
South West - 8 £500 -
Wiltshire - 7 £500 -
Swindon - 7 £500 -
Scotland +37 6 - -
Edinburgh +27 6 - -
North West +20 5 £450 - 1
South Wales - 3 £275 -
Wales - 3 £275 -
West Midlands +19 2 £333 -30.00%
Birmingham +12 2 £333 -30.00%
South East +12 2 £363 -27.50% 1
Suffolk - 2 £300 -
East of England - 2 £300 -
Ipswich - 2 £300 -
Merseyside - 2 - -
Newport - 2 £275 -
Yorkshire +15 1 £350 -12.50% 3
Manchester +13 1 £450 -
Leeds +8 1 £350 -12.50% 3
West Yorkshire +5 1 £350 -12.50% 3
East Midlands -5 1 £475 +5.55%
Northamptonshire - 1 £475 -
Liverpool - 1 - -
Horsham - 1 - -
Cheltenham - 1 £475 -
Oxford - 1 £363 -
Moorgate - 1 £500 -

Data Modeller Skill Set
Top 30 Co-occurring IT Skills

For the 6 months to 27 June 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.

1 109 (97.32%) Data Modelling
2 48 (42.86%) Finance
3 32 (28.57%) Data Warehouse
4 29 (25.89%) Logical Data Model
5 25 (22.32%) SQL
6 24 (21.43%) ETL
6 24 (21.43%) ERwin
7 21 (18.75%) Physical Data Model
7 21 (18.75%) Analytics
8 19 (16.96%) Data Analysis
9 17 (15.18%) Banking
9 17 (15.18%) Oracle
10 14 (12.50%) Business Intelligence
10 14 (12.50%) IBM
10 14 (12.50%) Data Management
10 14 (12.50%) Data Architecture
11 12 (10.71%) Retail
11 12 (10.71%) Data Analytics
11 12 (10.71%) Relational Database
11 12 (10.71%) Big Data
12 10 (8.93%) Hadoop
12 10 (8.93%) Visualisation
12 10 (8.93%) Conceptual Models
12 10 (8.93%) Data Integration
13 9 (8.04%) MiFID
13 9 (8.04%) Business Analysis
13 9 (8.04%) RDBMS
13 9 (8.04%) SQL Server
13 9 (8.04%) Master Data Management
14 8 (7.14%) Analytical Skills

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 6 (5.36%) SAS
2 3 (2.68%) IIS
3 2 (1.79%) Apache Spark
Applications
1 8 (7.14%) Microsoft Excel
2 2 (1.79%) Microsoft PowerPoint
2 2 (1.79%) MS Visio
Cloud Services
1 4 (3.57%) Microsoft Azure
2 2 (1.79%) Amazon AWS
2 2 (1.79%) Amazon S3
3 1 (0.89%) SaaS
Database & Business Intelligence
1 32 (28.57%) Data Warehouse
2 12 (10.71%) Big Data
2 12 (10.71%) Relational Database
3 10 (8.93%) Hadoop
4 9 (8.04%) RDBMS
4 9 (8.04%) SQL Server
5 8 (7.14%) NoSQL
6 6 (5.36%) MarkLogic
7 5 (4.46%) SQL Server Integration Services
8 4 (3.57%) SQL Server Analysis Services
9 3 (2.68%) Enterprise Data Warehouse
9 3 (2.68%) IBM InfoSphere
9 3 (2.68%) MySQL
9 3 (2.68%) SQL Server Reporting Services
10 2 (1.79%) Amazon Redshift
10 2 (1.79%) Data Lake
10 2 (1.79%) HBase
10 2 (1.79%) MS Access
10 2 (1.79%) Oracle ODI
10 2 (1.79%) Power BI
Development Applications
1 24 (21.43%) ERwin
2 2 (1.79%) JIRA
2 2 (1.79%) Visual Studio
3 1 (0.89%) Bitbucket
3 1 (0.89%) Cucumber
3 1 (0.89%) FitNesse
3 1 (0.89%) Jenkins
3 1 (0.89%) PowerDesigner
3 1 (0.89%) Talend Open Studio
General
1 48 (42.86%) Finance
2 17 (15.18%) Banking
3 12 (10.71%) Retail
4 7 (6.25%) Investment Banking
5 6 (5.36%) Front Office
6 5 (4.46%) Legal
7 3 (2.68%) Marketing
8 2 (1.79%) Telecoms
9 1 (0.89%) Manufacturing
9 1 (0.89%) Publishing
Libraries, Frameworks & Software Standards
1 5 (4.46%) Middleware
2 4 (3.57%) JSON
2 4 (3.57%) XML
3 2 (1.79%) FpML
3 2 (1.79%) Kafka
3 2 (1.79%) RESTful
4 1 (0.89%) .NET
4 1 (0.89%) Angular 2
4 1 (0.89%) AngularJS
4 1 (0.89%) FIX Protocol
Miscellaneous
1 8 (7.14%) Analytical Skills
2 4 (3.57%) Data Structures
3 3 (2.68%) Market Risk
3 3 (2.68%) Virtual Team
4 2 (1.79%) Hedge funds
4 2 (1.79%) Management Information System
5 1 (0.89%) Computer Science
5 1 (0.89%) Data Centre
5 1 (0.89%) Fintech
5 1 (0.89%) FMCG
5 1 (0.89%) Greenfield Project
5 1 (0.89%) Reference Data
5 1 (0.89%) Social Media
Processes & Methodologies
1 109 (97.32%) Data Modelling
2 29 (25.89%) Logical Data Model
3 24 (21.43%) ETL
4 21 (18.75%) Analytics
4 21 (18.75%) Physical Data Model
5 19 (16.96%) Data Analysis
6 14 (12.50%) Business Intelligence
6 14 (12.50%) Data Architecture
6 14 (12.50%) Data Management
7 12 (10.71%) Data Analytics
8 10 (8.93%) Conceptual Models
8 10 (8.93%) Data Integration
8 10 (8.93%) Visualisation
9 9 (8.04%) Business Analysis
9 9 (8.04%) Master Data Management
10 8 (7.14%) Agile Software Development
10 8 (7.14%) Enterprise Architecture
10 8 (7.14%) Migration
10 8 (7.14%) Stakeholder Management
11 7 (6.25%) Data Transformation
Programming Languages
1 25 (22.32%) SQL
2 8 (7.14%) VBA
3 7 (6.25%) R
4 4 (3.57%) C
4 4 (3.57%) VB
5 2 (1.79%) Scala
6 1 (0.89%) C#
6 1 (0.89%) PL/SQL
6 1 (0.89%) Python
6 1 (0.89%) T-SQL
6 1 (0.89%) TypeScript
Qualifications
1 4 (3.57%) Degree
2 1 (0.89%) Computer Science Degree
2 1 (0.89%) Master's Degree
2 1 (0.89%) Oracle Certification
2 1 (0.89%) SC Cleared
2 1 (0.89%) Security Cleared
Quality Assurance & Compliance
1 9 (8.04%) MiFID
2 7 (6.25%) Data Quality
3 2 (1.79%) Dodd-Frank
3 2 (1.79%) EMIR
4 1 (0.89%) Disclosure Scotland
4 1 (0.89%) IFRS
4 1 (0.89%) IFRS 9
4 1 (0.89%) QA
System Software
1 1 (0.89%) HDFS
1 1 (0.89%) Oracle RAC
Vendors
1 17 (15.18%) Oracle
2 14 (12.50%) IBM
3 8 (7.14%) Informatica
3 8 (7.14%) Teradata
4 7 (6.25%) Bloomberg
4 7 (6.25%) Reuters
5 5 (4.46%) Embarcadero
5 5 (4.46%) Microsoft
6 4 (3.57%) Calypso
6 4 (3.57%) Tableau
7 2 (1.79%) Alteryx
7 2 (1.79%) Cloudera
7 2 (1.79%) Fidessa
7 2 (1.79%) ION Trading
7 2 (1.79%) MicroStrategy
8 1 (0.89%) Birst
8 1 (0.89%) IDERA
8 1 (0.89%) Pega
8 1 (0.89%) Software AG
8 1 (0.89%) Talend
City, London
Deerfoot IT Resources Ltd
Rate: £500 - £550 per day
Posted: 6 hours ago
London
Sanderson
Rate: £500 - £544 per day
Posted: Yesterday
North West
Rullion
Posted: 6 days ago