Period
to 17 December 2017

The following table provides summary statistics for contract job vacancies advertised in Sheffield 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 17 December 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
South Yorkshire > Sheffield
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 31 54 22
Rank change year-on-year +23 -32 +7
Contract jobs citing Data Modelling 38 26 56
As % of all contract IT jobs advertised in Sheffield 5.32% 2.69% 6.50%
As % of the Processes & Methodologies category 6.25% 3.27% 7.85%
Number of daily rates quoted 57 24 68
Sheffield median daily rate £550 £495 £500
Median daily rate % change year-on-year +11.11% -1.00% -
10th Percentile £413 £318 £313
90th Percentile £671 £571 £608
South Yorkshire median daily rate £550 £485 £500
% change year-on-year +13.40% -3.00% +5.26%
Number of hourly rates quoted 0 0 0
Sheffield median hourly rate - - -
South Yorkshire median hourly rate - - -

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 Sheffield with a requirement for process or methodology skills.

All Process and Methodology Skills
Sheffield
Contract vacancies with a requirement for process or methodology skills 608 794 713
As % of all contract IT jobs advertised in Sheffield 85.15% 82.19% 82.81%
Number of daily rates quoted 329 542 541
Sheffield median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +18.52%
10th Percentile £275 £285 £255
90th Percentile £600 £575 £563
South Yorkshire median daily rate £425 £425 £400
% change year-on-year - +6.25% +19.40%
Number of hourly rates quoted 8 17 23
Sheffield median hourly rate £23.08 £27.50 £12.50
Median hourly rate % change year-on-year -16.09% +120.00% -19.05%
10th Percentile £17.20 £13.00 £9.25
90th Percentile £40.99 £48.50 £15.80
South Yorkshire median hourly rate £29.35 £22.50 £13.88
% change year-on-year +30.46% +62.16% -11.13%

Data Modelling
Job Vacancy Trend in Sheffield

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

Job vacancy trend for Data Modelling in Sheffield

Data Modelling
Contractor Daily Rate Trend in Sheffield

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

Contractor daily rate trend for Data Modelling in Sheffield

Data Modelling
Contractor Daily Rate Histogram in Sheffield

The daily rate distribution of IT jobs citing Data Modelling in Sheffield over the 6 months to 17 December 2017.

Contractor daily rate histogram for Data Modelling in Sheffield

Data Modelling
Contractor Hourly Rate Trend in Sheffield

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

Contractor hourly rate trend for Data Modelling in Sheffield

For the 6 months to 17 December 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 Sheffield region with a requirement for Data Modelling.

1 23 (60.53%) Finance
2 19 (50.00%) SQL
3 18 (47.37%) Banking
4 16 (42.11%) Incident Management
4 16 (42.11%) Symantec
4 16 (42.11%) User Acceptance Testing
4 16 (42.11%) Investment Management
5 15 (39.47%) Stakeholder Engagement
5 15 (39.47%) Data Warehouse
6 13 (34.21%) Data Architecture
7 12 (31.58%) Test Automation
7 12 (31.58%) Data Integration
7 12 (31.58%) QA
7 12 (31.58%) MongoDB
7 12 (31.58%) Big Data
7 12 (31.58%) Unix
7 12 (31.58%) Informatica
7 12 (31.58%) Shell Script
7 12 (31.58%) Data Management
7 12 (31.58%) Validation
8 11 (28.95%) Stakeholder Management
8 11 (28.95%) Business Analysis
9 9 (23.68%) Business Intelligence
9 9 (23.68%) Management Information System
9 9 (23.68%) Apache Hive
10 8 (21.05%) Cybersecurity
10 8 (21.05%) HBase
10 8 (21.05%) Hadoop
10 8 (21.05%) SAS
10 8 (21.05%) PostgreSQL

Data Modelling
Co-occurring IT Skills in Sheffield 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 (21.05%) SAS
2 2 (5.26%) Apache Spark
3 1 (2.63%) Adobe Experience Manager
Cloud Services
1 2 (5.26%) Amazon AWS
1 2 (5.26%) Google Cloud Platform
2 1 (2.63%) Azure Data Factory
2 1 (2.63%) Data Lake Analytics
2 1 (2.63%) Microsoft Azure
Database & Business Intelligence
1 15 (39.47%) Data Warehouse
2 12 (31.58%) Big Data
2 12 (31.58%) MongoDB
3 9 (23.68%) Apache Hive
4 8 (21.05%) Hadoop
4 8 (21.05%) HBase
4 8 (21.05%) PostgreSQL
5 7 (18.42%) Data Lake
5 7 (18.42%) Relational Database
6 6 (15.79%) BusinessObjects
6 6 (15.79%) Enterprise Data Warehouse
6 6 (15.79%) NoSQL
6 6 (15.79%) Pentaho
7 4 (10.53%) MySQL
8 1 (2.63%) Azure SQL Data Warehouse
8 1 (2.63%) Power BI
8 1 (2.63%) QlikView
8 1 (2.63%) RDBMS
8 1 (2.63%) SQL Server Reporting Services
Development Applications
1 6 (15.79%) ERwin
2 4 (10.53%) Jenkins
2 4 (10.53%) Karma Test Runner
2 4 (10.53%) Selenium
2 4 (10.53%) WebDriver
General
1 23 (60.53%) Finance
2 18 (47.37%) Banking
3 2 (5.26%) Retail Banking
Job Titles
1 11 (28.95%) Architect
2 10 (26.32%) Analyst
3 9 (23.68%) Business Analyst
3 9 (23.68%) Developer
4 8 (21.05%) Integration Developer
5 7 (18.42%) Business Integration Analyst
5 7 (18.42%) Data Architect
5 7 (18.42%) Incident Analyst
5 7 (18.42%) Integration Analyst
5 7 (18.42%) Technical Analyst
5 7 (18.42%) Technical Business Analyst
6 6 (15.79%) Data Engineer
6 6 (15.79%) Lead Architect
6 6 (15.79%) Lead Data Architect
6 6 (15.79%) Senior Data Engineer
7 5 (13.16%) Project Analyst
8 4 (10.53%) Business Intelligence Architect
8 4 (10.53%) Business Intelligence Lead
8 4 (10.53%) Data Warehouse Architect
9 3 (7.89%) Cybersecurity Analyst
Libraries, Frameworks & Software Standards
1 8 (21.05%) Web Services
2 4 (10.53%) Angular 2
2 4 (10.53%) AngularJS
2 4 (10.53%) CSS
2 4 (10.53%) CSS3
2 4 (10.53%) HTML
2 4 (10.53%) HTML5
2 4 (10.53%) J2EE
2 4 (10.53%) Java EE
2 4 (10.53%) jQuery
2 4 (10.53%) JSP
2 4 (10.53%) KnockoutJS
2 4 (10.53%) React
2 4 (10.53%) RESTful
2 4 (10.53%) Twitter Bootstrap
2 4 (10.53%) XML
3 1 (2.63%) ODBC
Miscellaneous
1 9 (23.68%) Management Information System
2 6 (15.79%) Analytical Skills
2 6 (15.79%) Enterprise Software
3 1 (2.63%) Robotics
3 1 (2.63%) User Experience
Operating Systems
1 12 (31.58%) Unix
Processes & Methodologies
1 16 (42.11%) Incident Management
1 16 (42.11%) Investment Management
1 16 (42.11%) User Acceptance Testing
2 15 (39.47%) Stakeholder Engagement
3 13 (34.21%) Data Architecture
4 12 (31.58%) Data Integration
4 12 (31.58%) Data Management
4 12 (31.58%) Test Automation
4 12 (31.58%) Validation
5 11 (28.95%) Business Analysis
5 11 (28.95%) Stakeholder Management
6 9 (23.68%) Business Intelligence
7 8 (21.05%) Cybersecurity
8 7 (18.42%) Agile Software Development
8 7 (18.42%) Analytics
8 7 (18.42%) Data Strategy
8 7 (18.42%) SFIA
8 7 (18.42%) Visualisation
9 6 (15.79%) Data Engineering
9 6 (15.79%) Data Reconciliation
Programming Languages
1 19 (50.00%) SQL
2 12 (31.58%) Shell Script
3 8 (21.05%) Java
4 6 (15.79%) PL/SQL
5 4 (10.53%) C++
5 4 (10.53%) JavaScript
5 4 (10.53%) PHP
6 2 (5.26%) Python
6 2 (5.26%) R
7 1 (2.63%) C
Qualifications
1 6 (15.79%) CISM
1 6 (15.79%) CISSP
1 6 (15.79%) CRISC
2 3 (7.89%) CEH
Quality Assurance & Compliance
1 12 (31.58%) QA
2 6 (15.79%) Data Quality
3 1 (2.63%) Disclosure Scotland
Vendors
1 16 (42.11%) Symantec
2 12 (31.58%) Informatica
3 6 (15.79%) CA
3 6 (15.79%) Oracle
3 6 (15.79%) Tableau
4 2 (5.26%) Google
5 1 (2.63%) Adobe
5 1 (2.63%) IBM
5 1 (2.63%) Microsoft