Period
to 23 November 2017

The median contractor rate for a Data Modeller was £500 per day in advertised job vacancies in England during the 6 months to 23 November 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 > England
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 748 770 734
Rank change year-on-year +22 -36 -20
Contract jobs requiring a Data Modeller 109 103 137
As % of all contract IT jobs advertised in England 0.11% 0.11% 0.13%
As % of the Job Titles category 0.12% 0.11% 0.14%
Number of daily rates quoted 79 74 91
England median daily rate £500 £500 £500
10th Percentile £335 £334 £375
90th Percentile £655 £675 £613
UK median daily rate £500 £500 £500
Number of hourly rates quoted 1 1 0
England median hourly rate £20.00 £100.00 -
Median hourly rate % change year-on-year -80.00% - -
UK median hourly rate £20.00 £60.00 -
% change year-on-year -66.67% - -

The following table is for comparison with the above and includes summary statistics for all contract IT job vacancies advertised in England. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

All Contract IT Job Vacancies
England
Contract vacancies in England with a recognized job title 89884 92670 98656
% of contract IT jobs with a recognized job title 94.76% 94.76% 95.00%
Number of daily rates quoted 59938 60988 63819
England median daily rate £450 £425 £413
Median daily rate % change year-on-year +5.88% +3.03% +3.13%
10th Percentile £263 £256 £250
90th Percentile £625 £600 £600
UK median daily rate £450 £425 £400
% change year-on-year +5.88% +6.25% -
Number of hourly rates quoted 2667 3006 3819
England median hourly rate £18.50 £18.50 £18.00
Median hourly rate % change year-on-year - +2.78% +9.09%
10th Percentile £10.97 £10.50 £10.50
90th Percentile £47.90 £47.00 £45.00
UK median hourly rate £18.70 £18.00 £18.00
% change year-on-year +3.89% - +9.09%

Data Modeller
Job Vacancy Trend in England

Job postings that featured Data Modeller in the job title as a percentage of all IT jobs advertised in England.

Job vacancy trend for Data Modeller in England

Data Modeller
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Data Modeller in England

Data Modeller
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Modeller in England over the 6 months to 23 November 2017.

Contractor daily rate histogram for Data Modeller in England

Data Modeller
Contractor Hourly Rate Trend in England

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

Contractor hourly rate trend for Data Modeller 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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London -23 56 £525 -4.55% 2
South East +11 24 £375 - 1
North of England +65 15 £425 - 2
North West +27 15 £425 - 1
Midlands +27 6 £438 +33.59%
East Midlands -5 5 £475 +60.34%
South West -4 4 £325 -40.91%
East of England -18 3 £450 +6.38% 1
West Midlands +33 1 £338 -16.41%
Data Modeller
UK

Data Modeller Skill Set
Top 30 Co-occurring IT Skills in England

For the 6 months to 23 November 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 across the England region featuring Data Modeller in the job title.

1 109 (100.00%) Data Modelling
2 44 (40.37%) SQL
3 40 (36.70%) Finance
4 39 (35.78%) Data Warehouse
5 28 (25.69%) Banking
6 24 (22.02%) ETL
6 24 (22.02%) Data Analysis
7 22 (20.18%) Analytics
8 20 (18.35%) Oracle
8 20 (18.35%) ERwin
8 20 (18.35%) IBM
9 19 (17.43%) Data Architecture
9 19 (17.43%) Logical Data Model
10 18 (16.51%) Data Quality
11 17 (15.60%) Data Management
12 16 (14.68%) Business Intelligence
13 15 (13.76%) Data Structures
14 14 (12.84%) UML
14 14 (12.84%) Migration
15 13 (11.93%) Data Analytics
16 12 (11.01%) R
16 12 (11.01%) Dimensional Modelling
16 12 (11.01%) Data Migration
16 12 (11.01%) Retail
16 12 (11.01%) Business Analysis
17 11 (10.09%) Stakeholder Management
17 11 (10.09%) Microsoft Excel
17 11 (10.09%) Informatica
17 11 (10.09%) Kimball Methodology
17 11 (10.09%) GDPR

Data Modeller Skill Set
Co-occurring 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 (5.50%) SAS
2 2 (1.83%) Elasticsearch
3 1 (0.92%) Apache Solr
3 1 (0.92%) Apache Spark
3 1 (0.92%) ArcGIS
3 1 (0.92%) Confluence
Applications
1 11 (10.09%) Microsoft Excel
2 6 (5.50%) MS Visio
3 2 (1.83%) Microsoft PowerPoint
Cloud Services
1 6 (5.50%) Microsoft Azure
2 2 (1.83%) Amazon AWS
2 2 (1.83%) SaaS
3 1 (0.92%) IaaS
3 1 (0.92%) PaaS
3 1 (0.92%) Taleo
Communications & Networking
1 2 (1.83%) Skype
Database & Business Intelligence
1 39 (35.78%) Data Warehouse
2 10 (9.17%) NoSQL
2 10 (9.17%) Snowflake Schema
3 8 (7.34%) SQL Server
4 7 (6.42%) IBM InfoSphere
4 7 (6.42%) RDBMS
4 7 (6.42%) Relational Database
5 6 (5.50%) Big Data
5 6 (5.50%) Data Mining
5 6 (5.50%) DB2
6 5 (4.59%) Hadoop
6 5 (4.59%) MarkLogic
6 5 (4.59%) OLAP
6 5 (4.59%) Oracle OLAP
6 5 (4.59%) Power BI
7 4 (3.67%) HBase
7 4 (3.67%) Kalido
7 4 (3.67%) MS Access
7 4 (3.67%) Oracle BI EE
7 4 (3.67%) Oracle Discoverer
Development Applications
1 20 (18.35%) ERwin
2 2 (1.83%) PowerDesigner
2 2 (1.83%) Talend Open Studio
2 2 (1.83%) Toad
3 1 (0.92%) Git (software)
3 1 (0.92%) JIRA
3 1 (0.92%) TeamCity
General
1 40 (36.70%) Finance
2 28 (25.69%) Banking
3 12 (11.01%) Retail
4 7 (6.42%) Investment Banking
5 6 (5.50%) Front Office
6 5 (4.59%) Legal
7 2 (1.83%) Pharmaceutical
8 1 (0.92%) Billing
8 1 (0.92%) Publishing
8 1 (0.92%) Telecoms
Libraries, Frameworks & Software Standards
1 6 (5.50%) XML
2 3 (2.75%) JSON
3 2 (1.83%) FpML
4 1 (0.92%) .NET
4 1 (0.92%) FIXML
4 1 (0.92%) JDBC
4 1 (0.92%) MLlib
4 1 (0.92%) REST
4 1 (0.92%) SOAP
4 1 (0.92%) SparkR
4 1 (0.92%) XSD
4 1 (0.92%) XSLT
Miscellaneous
1 15 (13.76%) Data Structures
2 8 (7.34%) Analytical Skills
3 6 (5.50%) Market Risk
4 5 (4.59%) Data Protection Act
5 3 (2.75%) Data Centre
5 3 (2.75%) Greenfield Project
5 3 (2.75%) Reference Data
6 1 (0.92%) CMDB
6 1 (0.92%) Derivative
6 1 (0.92%) Enterprise Software
6 1 (0.92%) Equities
6 1 (0.92%) Foreign Exchange (FX)
6 1 (0.92%) Management Information System
6 1 (0.92%) State Machine
Processes & Methodologies
1 109 (100.00%) Data Modelling
2 24 (22.02%) Data Analysis
2 24 (22.02%) ETL
3 22 (20.18%) Analytics
4 19 (17.43%) Data Architecture
4 19 (17.43%) Logical Data Model
5 17 (15.60%) Data Management
6 16 (14.68%) Business Intelligence
7 14 (12.84%) Migration
7 14 (12.84%) UML
8 13 (11.93%) Data Analytics
9 12 (11.01%) Business Analysis
9 12 (11.01%) Data Migration
9 12 (11.01%) Dimensional Modelling
10 11 (10.09%) Kimball Methodology
10 11 (10.09%) Stakeholder Management
11 10 (9.17%) Agile Software Development
11 10 (9.17%) Data Integration
11 10 (9.17%) Data Mapping
11 10 (9.17%) Master Data Management
Programming Languages
1 44 (40.37%) SQL
2 12 (11.01%) R
3 8 (7.34%) C
3 8 (7.34%) Python
4 7 (6.42%) VBA
5 6 (5.50%) PL/SQL
5 6 (5.50%) VB
6 3 (2.75%) MATLAB
7 2 (1.83%) SAS Macro
8 1 (0.92%) C#
8 1 (0.92%) C++
8 1 (0.92%) Scala
8 1 (0.92%) T-SQL
Qualifications
1 3 (2.75%) Security Cleared
2 2 (1.83%) BPSS Clearance
3 1 (0.92%) Degree
3 1 (0.92%) ITIL Foundation Certificate
3 1 (0.92%) SC Cleared
Quality Assurance & Compliance
1 18 (16.51%) Data Quality
2 11 (10.09%) GDPR
3 4 (3.67%) MiFID
4 2 (1.83%) Disclosure Scotland
4 2 (1.83%) Dodd-Frank
4 2 (1.83%) EMIR
5 1 (0.92%) ISO 20022
System Software
1 2 (1.83%) HDFS
Systems Management
1 2 (1.83%) Control-M
2 1 (0.92%) Ambari
2 1 (0.92%) Hadoop YARN
2 1 (0.92%) Kibana
Vendors
1 20 (18.35%) IBM
1 20 (18.35%) Oracle
2 11 (10.09%) Informatica
3 10 (9.17%) Bloomberg
3 10 (9.17%) Reuters
4 8 (7.34%) Tableau
5 7 (6.42%) Teradata
6 6 (5.50%) Calypso
7 5 (4.59%) JDA
8 4 (3.67%) Alteryx
8 4 (3.67%) Cognos
8 4 (3.67%) IDERA
8 4 (3.67%) Microsoft
9 2 (1.83%) MicroStrategy
9 2 (1.83%) Talend
10 1 (0.92%) BMC
10 1 (0.92%) Capita
10 1 (0.92%) Hortonworks
10 1 (0.92%) Mapinfo
10 1 (0.92%) Workday