The following table provides summary statistics for contract job vacancies advertised in Leeds 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 30 March 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
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 79 58 68
Rank change year-on-year -21 +10  
Contract jobs citing Data Modelling 10 37 26
As % of all contract IT jobs advertised in Leeds 0.99% 2.57% 2.21%
As % of the Processes & Methodologies category 1.15% 3.00% 2.53%
Number of daily rates quoted 7 26 17
Median daily rate £463 £460 £425
Median daily rate % change year-on-year +0.54% +8.23%  
90% offered a daily rate of more than £342 £340 £320
10% offered a daily rate of more than £493 £638 £556
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 £38.37 £49.82 £40.00
% change year-on-year -22.98% +24.55%  

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 Leeds with a requirement for process and methodology skills.

Contract Process & Methodology Skills
Leeds
Contract job vacancies with a requirement for process and methodology skills 870 1233 1026
As % of all contract IT job vacancies advertised in Leeds 85.71% 85.68% 87.10%
Number of daily rates quoted 592 874 686
Median daily rate £400 £413 £375
Median daily rate % change year-on-year -3.03% +10.00%  
90% offered a daily rate of more than £300 £310 £260
10% offered a daily rate of more than £550 £600 £475
UK excluding London median daily rate £410 £400 £396
% change year-on-year +2.50% +1.01%  
Number of hourly rates quoted 4 19 17
Median hourly rate £39.00 £13.00 £18.00
Median hourly rate % change year-on-year +200.00% -27.77%  
90% offered a hourly rate of more than £13.00 £10.20 £12.94
10% offered a hourly rate of more than £40.00 £18.78 £35.00
UK excluding London median hourly rate £35.75 £38.00 £30.00
% change year-on-year -5.92% +26.66%  

Data Modelling
Job Vacancy Trend in Leeds

The job posting trend of jobs advertised in Leeds 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 Leeds

Data Modelling
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for Data Modelling in Leeds

Data Modelling
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Data Modelling in Leeds over the 3 months to 30 March 2017.

Contractor daily rate histogram for Data Modelling in Leeds

Data Modelling
Contractor Hourly Rate Trend in Leeds

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

Contractor hourly rate trend for Data Modelling in Leeds

For the 6 months to 30 March 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 Leeds region with a requirement for Data Modelling.

1 27 (57.45%) SQL
2 20 (42.55%) Business Intelligence
3 17 (36.17%) SQL Server
4 16 (34.04%) T-SQL
4 16 (34.04%) Microsoft
4 16 (34.04%) SQL Server Integration Services
5 15 (31.91%) Agile Software Development
6 12 (25.53%) Finance
6 12 (25.53%) SAP
7 10 (21.28%) Data Integration
8 9 (19.15%) SQL Server Reporting Services
8 9 (19.15%) MS Excel
9 8 (17.02%) Data Warehouse
9 8 (17.02%) SQL Server Analysis Services
9 8 (17.02%) Analytics
10 7 (14.89%) Data Quality
10 7 (14.89%) Analytical Skills
10 7 (14.89%) Google Analytics
10 7 (14.89%) Waterfall
10 7 (14.89%) Google
11 6 (12.77%) Project Management
11 6 (12.77%) Tableau
12 5 (10.64%) Information Governance
12 5 (10.64%) IBM
12 5 (10.64%) E-Commerce
12 5 (10.64%) QlikView
13 4 (8.51%) Supplier Management
13 4 (8.51%) ETL
13 4 (8.51%) SAS
13 4 (8.51%) BusinessObjects

Data Modelling
Co-occurring IT Skills in Leeds 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 (8.51%) SAS
2 3 (6.38%) Confluence
3 2 (4.26%) Apache
3 2 (4.26%) Tomcat
Applications
1 9 (19.15%) MS Excel
2 1 (2.13%) MS Office
Cloud Services
1 7 (14.89%) Google Analytics
2 2 (4.26%) Amazon AWS
2 2 (4.26%) Microsoft Azure
Communications & Networking
1 1 (2.13%) OpenLDAP
Database & Business Intelligence
1 17 (36.17%) SQL Server
2 16 (34.04%) SQL Server Integration Services
3 9 (19.15%) SQL Server Reporting Services
4 8 (17.02%) Data Warehouse
4 8 (17.02%) SQL Server Analysis Services
5 5 (10.64%) QlikView
6 4 (8.51%) BusinessObjects
6 4 (8.51%) DB2
6 4 (8.51%) IBM InfoSphere
7 3 (6.38%) Big Data
7 3 (6.38%) SQL Server 2014
8 2 (4.26%) Lumira
8 2 (4.26%) MS Access
8 2 (4.26%) SQL Server 2012
9 1 (2.13%) Data Mining
9 1 (2.13%) DataStage
9 1 (2.13%) OLAP
9 1 (2.13%) Oracle BI EE
9 1 (2.13%) Oracle OLAP
9 1 (2.13%) PostgreSQL
Development Applications
1 3 (6.38%) JIRA
2 1 (2.13%) JMeter
2 1 (2.13%) Team Foundation Server
General
1 12 (25.53%) Finance
2 3 (6.38%) Telecoms
3 1 (2.13%) Banking
3 1 (2.13%) Legal
3 1 (2.13%) Retail
3 1 (2.13%) Retail Banking
Job Titles
1 17 (36.17%) Developer
2 14 (29.79%) Analyst
3 13 (27.66%) SQL Developer
4 9 (19.15%) Architect
5 7 (14.89%) Business Analyst
5 7 (14.89%) SSIS Developer
6 6 (12.77%) T-SQL Developer
7 4 (8.51%) Solutions Architect
8 3 (6.38%) Business Intelligence Developer
8 3 (6.38%) Consultant
8 3 (6.38%) Data Analyst
8 3 (6.38%) Data Consultant
8 3 (6.38%) Data Quality Consultant
8 3 (6.38%) SAP Analyst
8 3 (6.38%) SAP Consultant
8 3 (6.38%) SAP Data Consultant
8 3 (6.38%) Technical Analyst
8 3 (6.38%) Technical Architect
8 3 (6.38%) Technical Business Analyst
8 3 (6.38%) Technical Consultant
Libraries, Frameworks & Software Standards
1 3 (6.38%) ActiveX
2 2 (4.26%) ADO
2 2 (4.26%) DAO
3 1 (2.13%) LAPP Stack
3 1 (2.13%) SAP MI
Miscellaneous
1 7 (14.89%) Analytical Skills
2 3 (6.38%) User Experience
2 3 (6.38%) Wiki
3 2 (4.26%) Data Structures
3 2 (4.26%) Fintech
3 2 (4.26%) Reference Data
3 2 (4.26%) Replication
3 2 (4.26%) Tandem
4 1 (2.13%) Data Protection Act
4 1 (2.13%) Management Information System
Operating Systems
1 2 (4.26%) Linux
Processes & Methodologies
1 20 (42.55%) Business Intelligence
2 15 (31.91%) Agile Software Development
3 10 (21.28%) Data Integration
4 8 (17.02%) Analytics
5 7 (14.89%) Waterfall
6 6 (12.77%) Project Management
7 5 (10.64%) E-Commerce
7 5 (10.64%) Information Governance
8 4 (8.51%) Business Transformation
8 4 (8.51%) ETL
8 4 (8.51%) Physical Data Model
8 4 (8.51%) Supplier Management
8 4 (8.51%) User Stories
9 3 (6.38%) Business Analysis
9 3 (6.38%) Data Analysis
9 3 (6.38%) Data Architecture
9 3 (6.38%) Data Cleansing
9 3 (6.38%) Requirements Analysis
9 3 (6.38%) Time Management
9 3 (6.38%) User Acceptance Testing
Programming Languages
1 27 (57.45%) SQL
2 16 (34.04%) T-SQL
3 4 (8.51%) VBA
4 3 (6.38%) Java
5 2 (4.26%) JavaScript
5 2 (4.26%) PHP
5 2 (4.26%) PL/SQL
5 2 (4.26%) VB
Qualifications
1 2 (4.26%) Microsoft Certification
1 2 (4.26%) Security Cleared
2 1 (2.13%) BPSS Clearance
2 1 (2.13%) CCA
Quality Assurance & Compliance
1 7 (14.89%) Data Quality
2 2 (4.26%) IFRS
2 2 (4.26%) IFRS 9
System Software
1 2 (4.26%) Docker
Systems Management
1 1 (2.13%) Nagios
Vendors
1 16 (34.04%) Microsoft
2 12 (25.53%) SAP
3 7 (14.89%) Google
4 6 (12.77%) Tableau
5 5 (10.64%) IBM
6 4 (8.51%) Cognos
7 3 (6.38%) hybris
7 3 (6.38%) Oracle
8 2 (4.26%) Splunk
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