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 3 months to 25 April 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
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 39 14 30
Rank change year-on-year -25 +16  
Contract jobs citing Data Modelling 13 51 20
As % of all contract IT jobs advertised in South Yorkshire 2.98% 9.22% 4.04%
As % of the Processes & Methodologies category 3.85% 11.26% 4.98%
Number of daily rates quoted 7 40 18
Median daily rate £500 £563 £425
Median daily rate % change year-on-year -11.11% +32.35%  
UK excluding London median daily rate £438 £450 £425
% change year-on-year -2.77% +5.88%  
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £21.00 £49.82 £31.25
% change year-on-year -57.84% +59.42%  

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 338 453 402
As % of all contract IT job vacancies advertised in South Yorkshire 77.52% 81.92% 81.21%
Number of daily rates quoted 201 333 274
Median daily rate £440 £450 £350
Median daily rate % change year-on-year -2.22% +28.57%  
90% offered a daily rate of more than £324 £300 £238
10% offered a daily rate of more than £575 £725 £500
UK excluding London median daily rate £413 £400 £393
% change year-on-year +3.12% +1.91%  
Number of hourly rates quoted 5 8 15
Median hourly rate £13.50 £22.50 £20.38
Median hourly rate % change year-on-year -40.00% +10.42%  
90% offered a hourly rate of more than £11.50 £13.80 £7.69
10% offered a hourly rate of more than £45.50 £28.00 £30.00
UK excluding London median hourly rate £36.00 £36.52 £30.35
% change year-on-year -1.42% +20.32%  

Data Modelling
Job Vacancy Trend in South Yorkshire

The job posting trend of jobs advertised in South Yorkshire citing Data Modelling as a proportion of all contract or permanent IT jobs with a match in the Processes & Methodologies category.

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 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 3 months to 25 April 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
Sheffield -19 12 £500 -19.19% 1
Data Modelling
Yorkshire

For the 6 months to 25 April 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 14 (53.85%) Oracle
2 13 (50.00%) ETL
3 12 (46.15%) SQL
3 12 (46.15%) Agile Software Development
4 9 (34.62%) Data Warehouse
5 8 (30.77%) SAP
5 8 (30.77%) BusinessObjects
6 7 (26.92%) RDBMS
6 7 (26.92%) Kimball Methodology
6 7 (26.92%) Performance Tuning
6 7 (26.92%) Relational Database
6 7 (26.92%) Analytical Skills
7 6 (23.08%) Oracle Database
7 6 (23.08%) Windows Server
7 6 (23.08%) Big Data
7 6 (23.08%) Windows Server 2012
7 6 (23.08%) SAP BW
7 6 (23.08%) Finance
7 6 (23.08%) Migration
7 6 (23.08%) Scrum
7 6 (23.08%) Microsoft Office
7 6 (23.08%) Java
7 6 (23.08%) Tomcat
7 6 (23.08%) Windows
7 6 (23.08%) Data Migration
7 6 (23.08%) RESTful
8 5 (19.23%) BusinessObjects Web Intelligence
8 5 (19.23%) SAP Data Services
8 5 (19.23%) Computer Science
8 5 (19.23%) Oracle Database 11g

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 6 (23.08%) Tomcat
2 4 (15.38%) Apache Spark
2 4 (15.38%) SAS
3 2 (7.69%) Confluence
4 1 (3.85%) CMS
4 1 (3.85%) Oracle SOA Suite
Applications
1 6 (23.08%) Microsoft Office
2 3 (11.54%) Microsoft Excel
Business Applications
1 1 (3.85%) SAP Oil and Gas
Database & Business Intelligence
1 9 (34.62%) Data Warehouse
2 8 (30.77%) BusinessObjects
3 7 (26.92%) RDBMS
3 7 (26.92%) Relational Database
4 6 (23.08%) Big Data
4 6 (23.08%) Oracle Database
4 6 (23.08%) SAP BW
5 5 (19.23%) BusinessObjects Web Intelligence
5 5 (19.23%) Oracle Database 11g
5 5 (19.23%) SAP Data Services
5 5 (19.23%) SAP HANA
6 4 (15.38%) Apache Hive
6 4 (15.38%) Hadoop
6 4 (15.38%) HBase
6 4 (15.38%) SQL Server Integration Services
7 3 (11.54%) SQL Server
7 3 (11.54%) SQL Server 2014
8 2 (7.69%) Data Lake
8 2 (7.69%) DataStage
8 2 (7.69%) MS Access
Development Applications
1 2 (7.69%) JIRA
2 1 (3.85%) Eclipse
2 1 (3.85%) ERwin
2 1 (3.85%) Git (software)
2 1 (3.85%) Gradle
2 1 (3.85%) IntelliJ
2 1 (3.85%) Jenkins
2 1 (3.85%) Maven
2 1 (3.85%) Sonatype Nexus
2 1 (3.85%) Subversion
General
1 6 (23.08%) Finance
2 5 (19.23%) Banking
3 3 (11.54%) Investment Banking
4 1 (3.85%) Electronics
4 1 (3.85%) Manufacturing
4 1 (3.85%) Marketing
4 1 (3.85%) Telecoms
Job Titles
1 12 (46.15%) Developer
2 11 (42.31%) Analyst
3 5 (19.23%) SAP BusinessObjects (BO) Analyst
4 4 (15.38%) Analyst Developer
4 4 (15.38%) Big Data Analyst
4 4 (15.38%) Business Developer
4 4 (15.38%) Data Analyst
4 4 (15.38%) Java Developer
4 4 (15.38%) SAP BusinessObjects (BO) Developer
5 3 (11.54%) Consultant
5 3 (11.54%) DBA
6 2 (7.69%) Data Consultant
6 2 (7.69%) Data Warehouse Consultant
6 2 (7.69%) ETL Consultant
6 2 (7.69%) SQL DBA
6 2 (7.69%) SQL Server DBA
6 2 (7.69%) Unix Analyst
7 1 (3.85%) ETL Analyst
7 1 (3.85%) Public Sector Business Analyst
7 1 (3.85%) SSRS Consultant
Libraries, Frameworks & Software Standards
1 6 (23.08%) RESTful
2 5 (19.23%) Web Services
3 2 (7.69%) ActiveX
3 2 (7.69%) ADO
3 2 (7.69%) DAO
3 2 (7.69%) XML
4 1 (3.85%) ActiveMQ
4 1 (3.85%) AngularJS
4 1 (3.85%) Apache Camel
4 1 (3.85%) Backbone.js
4 1 (3.85%) CSS
4 1 (3.85%) HTML
4 1 (3.85%) JMS
4 1 (3.85%) JSON
4 1 (3.85%) React
4 1 (3.85%) REST
4 1 (3.85%) SOAP
4 1 (3.85%) Spring
4 1 (3.85%) Spring Boot
Miscellaneous
1 7 (26.92%) Analytical Skills
2 5 (19.23%) Computer Science
3 3 (11.54%) Fintech
4 2 (7.69%) Replication
5 1 (3.85%) NHS
5 1 (3.85%) Tandem
Operating Systems
1 6 (23.08%) Windows
1 6 (23.08%) Windows Server
1 6 (23.08%) Windows Server 2012
2 3 (11.54%) Unix
3 1 (3.85%) Linux
Processes & Methodologies
1 13 (50.00%) ETL
2 12 (46.15%) Agile Software Development
3 7 (26.92%) Kimball Methodology
3 7 (26.92%) Performance Tuning
4 6 (23.08%) Data Migration
4 6 (23.08%) Migration
4 6 (23.08%) Scrum
5 5 (19.23%) Automated Testing
5 5 (19.23%) Software Engineering
6 4 (15.38%) Business Intelligence
6 4 (15.38%) MapReduce
7 2 (7.69%) Database Theory
7 2 (7.69%) Stakeholder Engagement
8 1 (3.85%) BDD
8 1 (3.85%) Continuous Integration
8 1 (3.85%) Data Cleansing
8 1 (3.85%) Dependency Injection
8 1 (3.85%) Digital Marketing
8 1 (3.85%) Integration Testing
8 1 (3.85%) User Acceptance Testing
Programming Languages
1 12 (46.15%) SQL
2 6 (23.08%) Java
3 5 (19.23%) Python
4 2 (7.69%) JavaScript
4 2 (7.69%) Perl
4 2 (7.69%) PL/SQL
4 2 (7.69%) T-SQL
4 2 (7.69%) VB
4 2 (7.69%) VBA
5 1 (3.85%) Go
5 1 (3.85%) Ruby
5 1 (3.85%) Scala
Qualifications
1 5 (19.23%) Degree
2 3 (11.54%) Security Cleared
3 2 (7.69%) Microsoft Certification
4 1 (3.85%) BC Cleared
4 1 (3.85%) SC Cleared
Quality Assurance & Compliance
1 1 (3.85%) Data Quality
1 1 (3.85%) Disclosure Scotland
System Software
1 2 (7.69%) HDFS
2 1 (3.85%) Oracle RAC
Systems Management
1 1 (3.85%) Data Guard
Vendors
1 14 (53.85%) Oracle
2 8 (30.77%) SAP
3 5 (19.23%) Microsoft
4 4 (15.38%) Ab Initio
5 3 (11.54%) Informatica
Sheffield
People Source Consulting
Rate: £450 - £550 per day
Posted: 7 days ago