Period
to 16 January 2019

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 2019 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 2019
Same period 2018 Same period 2017
Rank 49 32 62
Rank change year-on-year -17 +30 -38
Contract jobs citing Data Modelling 29 39 26
As % of all contract IT jobs advertised in South Yorkshire 3.18% 4.71% 2.29%
As % of the Processes & Methodologies category 3.64% 5.59% 2.74%
Number of daily rates quoted 21 60 24
South Yorkshire median daily rate £450 £525 £450
Median daily rate % change year-on-year -14.29% +16.67% -10.89%
10th Percentile £413 £413 £314
90th Percentile £788 £615 £555
Yorkshire median daily rate £438 £450 £425
% change year-on-year -2.78% +5.88% -2.86%
Number of hourly rates quoted 1 0 0
South Yorkshire median hourly rate £70.00 - -
Yorkshire median hourly rate £44.16 £20.00 -
% change year-on-year +120.79% - -

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 796 698 949
As % of all contract IT jobs advertised in South Yorkshire 87.19% 84.30% 83.47%
Number of daily rates quoted 522 386 643
South Yorkshire median daily rate £425 £425 £425
10th Percentile £250 £263 £258
90th Percentile £563 £588 £563
Yorkshire median daily rate £420 £400 £400
% change year-on-year +5.00% - +3.23%
Number of hourly rates quoted 22 13 35
South Yorkshire median hourly rate £15.00 £35.63 £22.50
Median hourly rate % change year-on-year -57.90% +58.36% +60.71%
10th Percentile £9.31 £18.14 £13.20
90th Percentile £35.00 £47.45 £49.00
Yorkshire median hourly rate £17.33 £17.00 £14.87
% change year-on-year +1.94% +14.36% -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 2019.

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 2019. 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 -23 16 £613 +25.64% 3
Doncaster -2 1 £525 -8.70%
Data Modelling
Yorkshire

For the 6 months to 16 January 2019, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the South Yorkshire region with a requirement for Data Modelling.

1 15 (51.72%) SQL
2 11 (37.93%) Data Warehouse
2 11 (37.93%) Business Intelligence
3 10 (34.48%) ETL
3 10 (34.48%) Finance
4 9 (31.03%) Oracle
4 9 (31.03%) Kimball Methodology
5 8 (27.59%) Inmon Methodology
5 8 (27.59%) Data Integration
6 7 (24.14%) Star Schema
6 7 (24.14%) OLAP
6 7 (24.14%) Oracle OLAP
6 7 (24.14%) Change Data Capture
6 7 (24.14%) Oracle ODI
7 6 (20.69%) PL/SQL
7 6 (20.69%) Toad
8 5 (17.24%) Java
8 5 (17.24%) SOA
8 5 (17.24%) Agile Software Development
8 5 (17.24%) REST
8 5 (17.24%) DataPower
8 5 (17.24%) Digital Transformation Programme
9 4 (13.79%) Jenkins
9 4 (13.79%) SFIA
9 4 (13.79%) Java 8
9 4 (13.79%) Problem-Solving
9 4 (13.79%) Analytical Skills
9 4 (13.79%) Microservices
9 4 (13.79%) Kubernetes
9 4 (13.79%) Spring Boot

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 2 (6.90%) SAS
2 1 (3.45%) SharePoint
2 1 (3.45%) WebSphere
2 1 (3.45%) WebSphere Application Server
Applications
1 1 (3.45%) Spreadsheet
Business Applications
1 1 (3.45%) Dynamics CRM
1 1 (3.45%) iTrent
1 1 (3.45%) ResourceLink
Cloud Services
1 1 (3.45%) Dynamics 365
1 1 (3.45%) Office 365
Communications & Networking
1 1 (3.45%) HTTP
Database & Business Intelligence
1 11 (37.93%) Data Warehouse
2 7 (24.14%) OLAP
2 7 (24.14%) Oracle ODI
2 7 (24.14%) Oracle OLAP
2 7 (24.14%) Star Schema
3 3 (10.34%) Big Data
3 3 (10.34%) BusinessObjects
3 3 (10.34%) Data Lake
3 3 (10.34%) Enterprise Data Warehouse
4 2 (6.90%) Apache Hive
4 2 (6.90%) Hadoop
4 2 (6.90%) HBase
4 2 (6.90%) MongoDB
4 2 (6.90%) Pentaho
4 2 (6.90%) PostgreSQL
4 2 (6.90%) SQL Server
5 1 (3.45%) QlikView
5 1 (3.45%) SAP Data Services
5 1 (3.45%) SQL Server Analysis Services
5 1 (3.45%) SQL Server Reporting Services
Development Applications
1 6 (20.69%) Toad
2 4 (13.79%) ERwin
2 4 (13.79%) Jenkins
General
1 10 (34.48%) Finance
2 4 (13.79%) Banking
3 3 (10.34%) Retail
4 1 (3.45%) Financial Institution
4 1 (3.45%) Law
4 1 (3.45%) Manufacturing
Job Titles
1 11 (37.93%) Developer
2 8 (27.59%) Architect
3 7 (24.14%) ETL Developer
4 5 (17.24%) Analyst
5 4 (13.79%) Business Analyst
5 4 (13.79%) Data Architect
5 4 (13.79%) Solutions Architect
6 2 (6.90%) Administrator
6 2 (6.90%) Data Modeller
6 2 (6.90%) Lead Architect
6 2 (6.90%) Lead Data Architect
7 1 (3.45%) CRM Analyst
7 1 (3.45%) CRM Business Analyst
7 1 (3.45%) Cybersecurity Analyst
7 1 (3.45%) Data Administrator
7 1 (3.45%) Senior Architect
7 1 (3.45%) Senior Data Architect
7 1 (3.45%) Server Administrator
7 1 (3.45%) Talend Developer
7 1 (3.45%) WebSphere Application Server Administrator
Libraries, Frameworks & Software Standards
1 5 (17.24%) REST
2 4 (13.79%) SOAP
2 4 (13.79%) Spring
2 4 (13.79%) Spring Boot
2 4 (13.79%) Web Services
3 1 (3.45%) IBM Integration Bus
3 1 (3.45%) JSON
3 1 (3.45%) Oracle GoldenGate
3 1 (3.45%) WebSphere MQ
3 1 (3.45%) XML
3 1 (3.45%) XSLT
Miscellaneous
1 5 (17.24%) DataPower
2 4 (13.79%) Analytical Skills
3 2 (6.90%) Management Information System
3 2 (6.90%) User Experience
4 1 (3.45%) Clustering
4 1 (3.45%) Data Structures
4 1 (3.45%) Greenfield Project
4 1 (3.45%) Taxonomies
Operating Systems
1 2 (6.90%) Unix
Processes & Methodologies
1 11 (37.93%) Business Intelligence
2 10 (34.48%) ETL
3 9 (31.03%) Kimball Methodology
4 8 (27.59%) Data Integration
4 8 (27.59%) Inmon Methodology
5 7 (24.14%) Change Data Capture
6 5 (17.24%) Agile Software Development
6 5 (17.24%) Digital Transformation Programme
6 5 (17.24%) SOA
7 4 (13.79%) Change Management
7 4 (13.79%) Continuous Integration
7 4 (13.79%) Microservices
7 4 (13.79%) Problem-Solving
7 4 (13.79%) SFIA
7 4 (13.79%) Stakeholder Engagement
7 4 (13.79%) Stakeholder Management
7 4 (13.79%) Visualisation
8 3 (10.34%) Business Analysis
8 3 (10.34%) Data Architecture
8 3 (10.34%) Test Scripting
Programming Languages
1 15 (51.72%) SQL
2 6 (20.69%) PL/SQL
3 5 (17.24%) Java
4 4 (13.79%) Java 8
5 2 (6.90%) Shell Script
6 1 (3.45%) Data Analysis Expressions (DAX)
6 1 (3.45%) T-SQL
Quality Assurance & Compliance
1 4 (13.79%) Data Quality
1 4 (13.79%) QA
System Software
1 4 (13.79%) Docker
Systems Management
1 4 (13.79%) Ansible
1 4 (13.79%) Kubernetes
1 4 (13.79%) Puppet
Vendors
1 9 (31.03%) Oracle
2 4 (13.79%) IBM
3 3 (10.34%) Tableau
4 2 (6.90%) CA
4 2 (6.90%) Informatica
4 2 (6.90%) Microsoft
4 2 (6.90%) Talend
5 1 (3.45%) Delphix
5 1 (3.45%) Northgate
5 1 (3.45%) SAP