Period
to 16 January 2018

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 16 January 2018 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
16 Jan 2018
Same period 2017 Same period 2016
Rank 32 62 24
Rank change year-on-year +30 -38 +12
Contract jobs citing Data Modelling 39 26 65
As % of all contract IT jobs advertised in South Yorkshire 4.71% 2.29% 5.94%
As % of the Processes & Methodologies category 5.64% 2.80% 7.39%
Number of daily rates quoted 60 24 79
South Yorkshire median daily rate £525 £450 £505
Median daily rate % change year-on-year +16.67% -10.89% +6.32%
10th Percentile £413 £314 £313
90th Percentile £615 £555 £638
Yorkshire median daily rate £450 £425 £438
% change year-on-year +5.88% -2.86% -0.11%
Number of hourly rates quoted 0 0 0
South Yorkshire median hourly rate - - -
Yorkshire median hourly rate £20.00 - -

Data Modelling is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
South Yorkshire
Contract vacancies with a requirement for process or methodology skills 691 929 879
As % of all contract IT jobs advertised in South Yorkshire 83.45% 81.71% 80.35%
Number of daily rates quoted 383 631 641
South Yorkshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% +23.08%
10th Percentile £263 £255 £250
90th Percentile £588 £570 £566
Yorkshire median daily rate £401 £400 £388
% change year-on-year +0.13% +3.23% +10.71%
Number of hourly rates quoted 13 34 45
South Yorkshire median hourly rate £35.63 £22.50 £14.00
Median hourly rate % change year-on-year +58.36% +60.71% -10.33%
10th Percentile £18.14 £13.55 £9.25
90th Percentile £47.45 £49.25 £25.00
Yorkshire median hourly rate £17.50 £14.87 £15.00
% change year-on-year +17.73% -0.90% -

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 16 January 2018.

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 16 January 2018. 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 +26 33 £488 +3.17% 4
Doncaster - 2 £575 -
Data Modelling
Yorkshire

For the 6 months to 16 January 2018, 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 21 (53.85%) Finance
2 18 (46.15%) SQL
3 15 (38.46%) Data Warehouse
3 15 (38.46%) Data Management
3 15 (38.46%) Data Architecture
4 14 (35.90%) Agile Software Development
5 12 (30.77%) Management Information System
5 12 (30.77%) Java
5 12 (30.77%) Banking
5 12 (30.77%) Business Analysis
5 12 (30.77%) QA
5 12 (30.77%) Stakeholder Engagement
6 11 (28.21%) Big Data
6 11 (28.21%) Data Integration
6 11 (28.21%) Unix
6 11 (28.21%) Informatica
6 11 (28.21%) Shell Script
7 10 (25.64%) Business Intelligence
7 10 (25.64%) Oracle
7 10 (25.64%) Web Services
7 10 (25.64%) MongoDB
8 9 (23.08%) Open Source
8 9 (23.08%) Symantec
8 9 (23.08%) Stakeholder Management
8 9 (23.08%) Scrum
8 9 (23.08%) User Acceptance Testing
8 9 (23.08%) Investment Management
8 9 (23.08%) Incident Management
9 8 (20.51%) Hadoop
9 8 (20.51%) SAS

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%) SAS
2 3 (7.69%) Confluence
2 3 (7.69%) Oracle SOA Suite
3 2 (5.13%) Apache Spark
4 1 (2.56%) Adobe Experience Manager
4 1 (2.56%) Apache Pig
Applications
1 3 (7.69%) MS Visio
Business Applications
1 3 (7.69%) Salesforce.com CRM
Cloud Services
1 2 (5.13%) Amazon AWS
1 2 (5.13%) Google Cloud Platform
2 1 (2.56%) Azure Data Factory
2 1 (2.56%) Data Lake Analytics
2 1 (2.56%) Google Analytics
2 1 (2.56%) Microsoft Azure
Database & Business Intelligence
1 15 (38.46%) Data Warehouse
2 11 (28.21%) Big Data
3 10 (25.64%) MongoDB
4 8 (20.51%) Apache Hive
4 8 (20.51%) Hadoop
5 7 (17.95%) Data Lake
5 7 (17.95%) Relational Database
6 6 (15.38%) BusinessObjects
6 6 (15.38%) HBase
6 6 (15.38%) NoSQL
6 6 (15.38%) PostgreSQL
7 5 (12.82%) Enterprise Data Warehouse
7 5 (12.82%) MySQL
7 5 (12.82%) Pentaho
8 2 (5.13%) SQL Server Reporting Services
9 1 (2.56%) OLAP
9 1 (2.56%) OLTP
9 1 (2.56%) QlikView
9 1 (2.56%) SQL Server
9 1 (2.56%) SQL Server Integration Services
Development Applications
1 6 (15.38%) ERwin
2 4 (10.26%) Jenkins
2 4 (10.26%) Karma Test Runner
2 4 (10.26%) Selenium
2 4 (10.26%) WebDriver
3 3 (7.69%) JIRA
General
1 21 (53.85%) Finance
2 12 (30.77%) Banking
3 3 (7.69%) Retail Banking
4 1 (2.56%) Private Banking
Job Titles
1 14 (35.90%) Architect
2 10 (25.64%) Data Architect
3 9 (23.08%) Analyst
4 8 (20.51%) Business Analyst
5 6 (15.38%) Data Engineer
5 6 (15.38%) Senior Data Engineer
6 5 (12.82%) Developer
6 5 (12.82%) Lead Architect
6 5 (12.82%) Lead Data Architect
7 4 (10.26%) Business Intelligence Architect
7 4 (10.26%) Business Intelligence Lead
7 4 (10.26%) Data Warehouse Architect
8 3 (7.69%) Cybersecurity Analyst
8 3 (7.69%) Information Specialist
8 3 (7.69%) Integration Developer
8 3 (7.69%) Project Analyst
8 3 (7.69%) Security Incident Analyst
8 3 (7.69%) Security Specialist
8 3 (7.69%) Technical Analyst
8 3 (7.69%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 10 (25.64%) Web Services
2 5 (12.82%) RESTful
3 4 (10.26%) Angular 2
3 4 (10.26%) AngularJS
3 4 (10.26%) CSS
3 4 (10.26%) CSS3
3 4 (10.26%) HTML
3 4 (10.26%) HTML5
3 4 (10.26%) J2EE
3 4 (10.26%) jQuery
3 4 (10.26%) JSP
3 4 (10.26%) KnockoutJS
3 4 (10.26%) React
3 4 (10.26%) Twitter Bootstrap
4 3 (7.69%) Java EE
4 3 (7.69%) REST
4 3 (7.69%) SOAP
4 3 (7.69%) XML
5 1 (2.56%) Gherkin
5 1 (2.56%) ODBC
Miscellaneous
1 12 (30.77%) Management Information System
2 7 (17.95%) Analytical Skills
2 7 (17.95%) Enterprise Software
3 3 (7.69%) User Experience
4 1 (2.56%) Computer Science
4 1 (2.56%) Greenfield Project
4 1 (2.56%) Robotics
4 1 (2.56%) Virtual Team
Operating Systems
1 11 (28.21%) Unix
Processes & Methodologies
1 15 (38.46%) Data Architecture
1 15 (38.46%) Data Management
2 14 (35.90%) Agile Software Development
3 12 (30.77%) Business Analysis
3 12 (30.77%) Stakeholder Engagement
4 11 (28.21%) Data Integration
5 10 (25.64%) Business Intelligence
6 9 (23.08%) Incident Management
6 9 (23.08%) Investment Management
6 9 (23.08%) Open Source
6 9 (23.08%) Scrum
6 9 (23.08%) Stakeholder Management
6 9 (23.08%) User Acceptance Testing
7 8 (20.51%) Cybersecurity
7 8 (20.51%) SFIA
8 7 (17.95%) Analytics
8 7 (17.95%) Data Strategy
8 7 (17.95%) TDD
8 7 (17.95%) Test Automation
9 6 (15.38%) Visualisation
Programming Languages
1 18 (46.15%) SQL
2 12 (30.77%) Java
3 11 (28.21%) Shell Script
4 6 (15.38%) PL/SQL
5 4 (10.26%) JavaScript
6 3 (7.69%) C++
6 3 (7.69%) PHP
7 1 (2.56%) C
7 1 (2.56%) Python
7 1 (2.56%) R
7 1 (2.56%) Scala
Qualifications
1 6 (15.38%) CISM
1 6 (15.38%) CISSP
1 6 (15.38%) CRISC
2 3 (7.69%) CEH
2 3 (7.69%) Degree
3 2 (5.13%) MCSD
3 2 (5.13%) Microsoft Certification
4 1 (2.56%) Security Cleared
Quality Assurance & Compliance
1 12 (30.77%) QA
2 6 (15.38%) Data Quality
3 1 (2.56%) Disclosure Scotland
Systems Management
1 1 (2.56%) Ambari
Vendors
1 11 (28.21%) Informatica
2 10 (25.64%) Oracle
3 9 (23.08%) Symantec
4 6 (15.38%) CA
4 6 (15.38%) Tableau
5 3 (7.69%) Google
5 3 (7.69%) Microsoft
5 3 (7.69%) Salesforce.com
6 2 (5.13%) IBM
7 1 (2.56%) Adobe
7 1 (2.56%) Cloudera
7 1 (2.56%) Hortonworks