Period
to 25 July 2017

The following table provides summary statistics for contract job vacancies advertised in South Yorkshire with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 25 July 2017 with a comparison to the 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 Modelling
Yorkshire > South Yorkshire
6 months to
25 Jul 2017
Same period 2016 Same period 2015
Rank 36 23 32
Rank change year-on-year -13 +9 +4
Contract jobs citing Data Modelling 39 68 36
As % of all contract IT jobs advertised in South Yorkshire 4.85% 6.63% 3.97%
As % of the Processes & Methodologies category 5.97% 8.20% 5.01%
Number of daily rates quoted 32 59 40
South Yorkshire median daily rate £513 £550 £478
Median daily rate % change year-on-year -6.82% +15.18% +13.02%
10th Percentile £413 £313 £274
90th Percentile £647 £775 £546
Yorkshire median daily rate £493 £460 £399
% change year-on-year +7.07% +15.43% +6.27%
Number of hourly rates quoted 1 0 0
South Yorkshire median hourly rate £26.00 - -
Yorkshire median hourly rate £22.00 - -

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in South Yorkshire with a requirement for process and methodology skills.

Contract Process & Methodology Skills
South Yorkshire
Contract job vacancies with a requirement for process and methodology skills 653 829 719
As % of all contract IT job vacancies advertised in South Yorkshire 81.22% 80.88% 79.36%
Number of daily rates quoted 371 592 487
South Yorkshire median daily rate £410 £425 £338
Median daily rate % change year-on-year -3.53% +25.93% +3.85%
10th Percentile £228 £281 £213
90th Percentile £575 £588 £525
Yorkshire median daily rate £400 £400 £350
% change year-on-year - +14.29% +2.94%
Number of hourly rates quoted 13 21 27
South Yorkshire median hourly rate £14.00 £20.00 £13.88
Median hourly rate % change year-on-year -30.00% +44.14% -7.50%
10th Percentile £10.75 £10.50 £7.49
90th Percentile £26.83 £47.50 £30.00
Yorkshire median hourly rate £13.50 £14.50 £16.50
% change year-on-year -6.90% -12.12% +10.00%

Data Modelling
Job Vacancy Trend in South Yorkshire

Job postings citing Data Modelling as a percentage of all IT jobs advertised in South Yorkshire.

Job vacancy trend for Data Modelling in South Yorkshire

Data Modelling
Contractor Daily Rate Trend in South Yorkshire

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

Contractor daily rate trend for Data Modelling in South Yorkshire

Data Modelling
Contractor Daily Rate Histogram in South Yorkshire

The daily rate distribution of IT jobs citing Data Modelling in South Yorkshire over the 6 months to 25 July 2017.

Contractor daily rate histogram for Data Modelling in South Yorkshire

Data Modelling
Contractor Hourly Rate Trend in South Yorkshire

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

Contractor hourly rate trend for Data Modelling in South Yorkshire

Data Modelling
Contract Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modelling within the South Yorkshire region over the 6 months to 25 July 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
Sheffield -13 37 £525 -4.55% 1
Doncaster - 1 £375 -
Data Modelling
Yorkshire

For the 6 months to 25 July 2017, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the South Yorkshire region with a requirement for Data Modelling.

1 22 (56.41%) Oracle
2 21 (53.85%) Agile Software Development
2 21 (53.85%) Test Automation
3 17 (43.59%) Finance
4 14 (35.90%) Java
4 14 (35.90%) Software Engineering
5 13 (33.33%) Banking
5 13 (33.33%) SQL
6 12 (30.77%) Web Services
6 12 (30.77%) Data Warehouse
6 12 (30.77%) Scrum
6 12 (30.77%) RESTful
6 12 (30.77%) Analytical Skills
7 11 (28.21%) Relational Database
7 11 (28.21%) Symantec
7 11 (28.21%) Incident Management
7 11 (28.21%) User Acceptance Testing
7 11 (28.21%) Investment Management
8 10 (25.64%) Degree
8 10 (25.64%) Computer Science
8 10 (25.64%) RDBMS
8 10 (25.64%) BusinessObjects
8 10 (25.64%) Stakeholder Engagement
8 10 (25.64%) Computer Science Degree
9 9 (23.08%) Windows Server
9 9 (23.08%) Validation
9 9 (23.08%) ETL
9 9 (23.08%) Windows
10 8 (20.51%) Tomcat
10 8 (20.51%) Microsoft Office

Data Modelling
Co-occurring IT Skills in South Yorkshire 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 8 (20.51%) Tomcat
2 3 (7.69%) SAS
3 2 (5.13%) Oracle SOA Suite
4 1 (2.56%) Apache
4 1 (2.56%) Apache Spark
4 1 (2.56%) CMS
Applications
1 8 (20.51%) Microsoft Office
Database & Business Intelligence
1 12 (30.77%) Data Warehouse
2 11 (28.21%) Relational Database
3 10 (25.64%) BusinessObjects
3 10 (25.64%) RDBMS
4 8 (20.51%) Oracle Database
4 8 (20.51%) SAP BW
5 7 (17.95%) BusinessObjects Web Intelligence
5 7 (17.95%) Oracle Database 11g
5 7 (17.95%) SAP Data Services
5 7 (17.95%) SAP HANA
6 5 (12.82%) MongoDB
7 3 (7.69%) Apache Hive
7 3 (7.69%) Big Data
7 3 (7.69%) HBase
7 3 (7.69%) NoSQL
7 3 (7.69%) PostgreSQL
8 2 (5.13%) Apache Cassandra
8 2 (5.13%) Enterprise Data Warehouse
8 2 (5.13%) Hadoop
8 2 (5.13%) Pentaho
Development Applications
1 2 (5.13%) Eclipse
1 2 (5.13%) ERwin
1 2 (5.13%) Git (software)
1 2 (5.13%) Gradle
1 2 (5.13%) IntelliJ
1 2 (5.13%) Jenkins
1 2 (5.13%) Maven
1 2 (5.13%) Sonatype Nexus
1 2 (5.13%) Subversion
2 1 (2.56%) JUnit
General
1 17 (43.59%) Finance
2 13 (33.33%) Banking
3 2 (5.13%) Investment Banking
4 1 (2.56%) Electronics
4 1 (2.56%) Manufacturing
4 1 (2.56%) Marketing
4 1 (2.56%) Telecoms
Job Titles
1 23 (58.97%) Developer
2 17 (43.59%) Analyst
3 10 (25.64%) Business Analyst
3 10 (25.64%) Java Developer
4 8 (20.51%) Analyst Developer
5 7 (17.95%) SAP BusinessObjects (BO) Analyst
6 6 (15.38%) Business Developer
6 6 (15.38%) Business Integration Analyst
6 6 (15.38%) Incident Analyst
6 6 (15.38%) Integration Analyst
6 6 (15.38%) Integration Developer
6 6 (15.38%) SAP BusinessObjects (BO) Developer
6 6 (15.38%) Technical Analyst
6 6 (15.38%) Technical Business Analyst
7 5 (12.82%) Project Analyst
8 2 (5.13%) Data Architect
8 2 (5.13%) Developer Analyst
8 2 (5.13%) Lead Architect
8 2 (5.13%) Security Analyst
8 2 (5.13%) Technical Security Analyst
Libraries, Frameworks & Software Standards
1 12 (30.77%) RESTful
1 12 (30.77%) Web Services
2 3 (7.69%) XML
3 2 (5.13%) ActiveMQ
3 2 (5.13%) AngularJS
3 2 (5.13%) Apache Camel
3 2 (5.13%) Backbone.js
3 2 (5.13%) Java EE
3 2 (5.13%) JMS
3 2 (5.13%) JSON
3 2 (5.13%) React
3 2 (5.13%) SOAP
3 2 (5.13%) Spring
3 2 (5.13%) Spring Boot
4 1 (2.56%) CSS
4 1 (2.56%) HTML
4 1 (2.56%) J2EE
4 1 (2.56%) REST
Miscellaneous
1 12 (30.77%) Analytical Skills
2 10 (25.64%) Computer Science
3 3 (7.69%) Enterprise Software
3 3 (7.69%) Management Information System
4 1 (2.56%) Fintech
4 1 (2.56%) User Experience
Operating Systems
1 9 (23.08%) Windows
1 9 (23.08%) Windows Server
2 8 (20.51%) Windows Server 2012
3 4 (10.26%) Unix
4 2 (5.13%) Linux
Processes & Methodologies
1 21 (53.85%) Agile Software Development
1 21 (53.85%) Test Automation
2 14 (35.90%) Software Engineering
3 12 (30.77%) Scrum
4 11 (28.21%) Incident Management
4 11 (28.21%) Investment Management
4 11 (28.21%) User Acceptance Testing
5 10 (25.64%) Stakeholder Engagement
6 9 (23.08%) ETL
6 9 (23.08%) Validation
7 8 (20.51%) Data Migration
7 8 (20.51%) Kimball Methodology
7 8 (20.51%) Migration
7 8 (20.51%) Performance Tuning
7 8 (20.51%) Stakeholder Management
8 7 (17.95%) Business Analysis
9 5 (12.82%) Work Breakdown Structure
10 4 (10.26%) UML
11 3 (7.69%) Business Intelligence
11 3 (7.69%) Change Management
Programming Languages
1 14 (35.90%) Java
2 13 (33.33%) SQL
3 3 (7.69%) JavaScript
3 3 (7.69%) Shell Script
4 2 (5.13%) C++
4 2 (5.13%) PHP
4 2 (5.13%) Python
5 1 (2.56%) Go
5 1 (2.56%) PL/SQL
5 1 (2.56%) R
5 1 (2.56%) Ruby
5 1 (2.56%) Scala
Qualifications
1 10 (25.64%) Computer Science Degree
1 10 (25.64%) Degree
2 3 (7.69%) CISM
2 3 (7.69%) CISSP
2 3 (7.69%) CRISC
2 3 (7.69%) Security Cleared
3 2 (5.13%) BC Cleared
4 1 (2.56%) CEH
4 1 (2.56%) SC Cleared
Quality Assurance & Compliance
1 3 (7.69%) QA
2 2 (5.13%) Data Quality
2 2 (5.13%) Disclosure Scotland
System Software
1 1 (2.56%) Active Directory
1 1 (2.56%) Oracle RAC
Systems Management
1 1 (2.56%) Data Guard
Vendors
1 22 (56.41%) Oracle
2 11 (28.21%) Symantec
3 8 (20.51%) SAP
4 3 (7.69%) Informatica
5 2 (5.13%) CA
5 2 (5.13%) HP
5 2 (5.13%) Tableau
6 1 (2.56%) IBM