Period
to 22 July 2018

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 22 July 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
South Yorkshire > Sheffield
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 52 33 19
Rank change year-on-year -19 -14 +9
Contract jobs citing Data Modelling 14 34 67
As % of all contract IT jobs advertised in Sheffield 1.90% 5.46% 7.95%
As % of the Processes & Methodologies category 2.19% 6.50% 9.68%
Number of daily rates quoted 11 28 57
Sheffield median daily rate £455 £500 £550
Median daily rate % change year-on-year -9.00% -9.09% +10.00%
10th Percentile £226 £413 £318
90th Percentile £750 £681 £775
South Yorkshire median daily rate £455 £500 £538
% change year-on-year -9.00% -6.98% +11.98%
Number of hourly rates quoted 0 1 0
Sheffield median hourly rate - £26.00 -
South Yorkshire median hourly rate £17.54 £26.00 -
% change year-on-year -32.54% - -

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 638 523 692
As % of all contract IT jobs advertised in Sheffield 86.68% 83.95% 82.09%
Number of daily rates quoted 404 292 498
Sheffield median daily rate £425 £425 £425
10th Percentile £293 £263 £293
90th Percentile £560 £599 £597
South Yorkshire median daily rate £413 £410 £425
% change year-on-year +0.61% -3.53% +25.93%
Number of hourly rates quoted 24 8 10
Sheffield median hourly rate £17.51 £12.88 £14.00
Median hourly rate % change year-on-year +35.96% -8.04% +12.00%
10th Percentile £9.77 £10.70 £11.55
90th Percentile £35.00 £25.14 £30.63
South Yorkshire median hourly rate £20.66 £14.00 £20.00
% change year-on-year +47.59% -30.00% +44.14%

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 22 July 2018.

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 22 July 2018, 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 Sheffield region with a requirement for Data Modelling.

1 9 (64.29%) SQL
2 8 (57.14%) Oracle
2 8 (57.14%) Finance
2 8 (57.14%) Analytical Skills
3 7 (50.00%) Data Analysis
4 6 (42.86%) SQL Server
4 6 (42.86%) Java
4 6 (42.86%) Project Management
5 5 (35.71%) Business Intelligence
5 5 (35.71%) Banking
5 5 (35.71%) Visualisation
5 5 (35.71%) Open Source
5 5 (35.71%) Apache Hive
6 4 (28.57%) User Experience
6 4 (28.57%) Apache Spark
6 4 (28.57%) Data Quality
6 4 (28.57%) Analytics
6 4 (28.57%) Hadoop
6 4 (28.57%) Management Information System
6 4 (28.57%) Agile Software Development
6 4 (28.57%) Stakeholder Management
6 4 (28.57%) SAS
6 4 (28.57%) PL/SQL
6 4 (28.57%) Python
7 3 (21.43%) ETL
7 3 (21.43%) Oracle Reports
7 3 (21.43%) MySQL
7 3 (21.43%) PRINCE2
7 3 (21.43%) SMS
7 3 (21.43%) NHS

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 4 (28.57%) Apache Spark
1 4 (28.57%) SAS
2 3 (21.43%) Apache Pig
2 3 (21.43%) Confluence
Applications
1 2 (14.29%) Microsoft Office
2 1 (7.14%) MS Visio
Cloud Services
1 3 (21.43%) Google Analytics
Communications & Networking
1 3 (21.43%) SMS
Database & Business Intelligence
1 6 (42.86%) SQL Server
2 5 (35.71%) Apache Hive
3 4 (28.57%) Hadoop
4 3 (21.43%) MySQL
4 3 (21.43%) Oracle Reports
5 2 (14.29%) Data Warehouse
5 2 (14.29%) HBase
5 2 (14.29%) MongoDB
5 2 (14.29%) PostgreSQL
5 2 (14.29%) QlikView
5 2 (14.29%) SQL Server 2014
5 2 (14.29%) SQL Server Reporting Services
6 1 (7.14%) Big Data
6 1 (7.14%) Data Lake
6 1 (7.14%) Enterprise Data Warehouse
6 1 (7.14%) NoSQL
6 1 (7.14%) Pentaho
6 1 (7.14%) Relational Database
6 1 (7.14%) SAS Visual Analytics
6 1 (7.14%) SQL Server Integration Services
Development Applications
1 3 (21.43%) JIRA
2 2 (14.29%) Balsamiq Mockups
3 1 (7.14%) ERwin
General
1 8 (57.14%) Finance
2 5 (35.71%) Banking
3 3 (21.43%) Private Banking
3 3 (21.43%) Retail Banking
4 1 (7.14%) Financial Institution
Job Titles
1 5 (35.71%) Analyst
2 4 (28.57%) Business Intelligence Lead
3 3 (21.43%) Business Analyst
3 3 (21.43%) Developer
4 2 (14.29%) Data Scientist
4 2 (14.29%) Database Analyst
5 1 (7.14%) Analyst Developer
5 1 (7.14%) Architect
5 1 (7.14%) Business Intelligence Architect
5 1 (7.14%) Data Architect
5 1 (7.14%) Data Warehouse Architect
5 1 (7.14%) Database Developer
5 1 (7.14%) DBA
5 1 (7.14%) ETL Developer
5 1 (7.14%) IT Security Analyst
5 1 (7.14%) Lead Architect
5 1 (7.14%) Lead Business Analyst
5 1 (7.14%) Lead Data Architect
5 1 (7.14%) Risk Manager
5 1 (7.14%) Security Analyst
Libraries, Frameworks & Software Standards
1 1 (7.14%) JSON
Miscellaneous
1 8 (57.14%) Analytical Skills
2 4 (28.57%) Management Information System
2 4 (28.57%) User Experience
3 3 (21.43%) Computer Science
3 3 (21.43%) NHS
4 1 (7.14%) Enterprise Software
4 1 (7.14%) Virtual Team
Operating Systems
1 2 (14.29%) Unix
Processes & Methodologies
1 7 (50.00%) Data Analysis
2 6 (42.86%) Project Management
3 5 (35.71%) Business Intelligence
3 5 (35.71%) Open Source
3 5 (35.71%) Visualisation
4 4 (28.57%) Agile Software Development
4 4 (28.57%) Analytics
4 4 (28.57%) Stakeholder Management
5 3 (21.43%) Anti-Money Laundering
5 3 (21.43%) Asset Management
5 3 (21.43%) Coaching
5 3 (21.43%) Data Extraction
5 3 (21.43%) Data Transformation
5 3 (21.43%) Decision Tree
5 3 (21.43%) ETL
5 3 (21.43%) PRINCE2
5 3 (21.43%) Regression Analysis
5 3 (21.43%) Requirements Management
5 3 (21.43%) Software Delivery
5 3 (21.43%) Wealth Management
Programming Languages
1 9 (64.29%) SQL
2 6 (42.86%) Java
3 4 (28.57%) PL/SQL
3 4 (28.57%) Python
4 3 (21.43%) Scala
5 2 (14.29%) C#
5 2 (14.29%) Shell Script
6 1 (7.14%) R
Qualifications
1 3 (21.43%) Degree
Quality Assurance & Compliance
1 4 (28.57%) Data Quality
2 2 (14.29%) QA
Systems Management
1 3 (21.43%) Ambari
2 2 (14.29%) CSIRT
Vendors
1 8 (57.14%) Oracle
2 3 (21.43%) Google
3 2 (14.29%) Informatica
3 2 (14.29%) Microsoft
3 2 (14.29%) Tableau
4 1 (7.14%) CA
4 1 (7.14%) Cloudera
4 1 (7.14%) Hortonworks