The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Leeds region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 24 May 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
24 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 64 43 57
Rank change year-on-year
-21 +14
Contract jobs citing Data Modelling 44 57 36
As % of all contract IT jobs located in Leeds 2.90% 4.23% 2.93%
As % of the Processes & Methodologies category 3.34% 4.95% 3.53%
Number of daily rates quoted 32 55 25
Median daily rate £475 £360 £375
Median daily rate % change year-on-year
+31.94% -4.00%
90% offered a daily rate of more than £391 £310 £249
10% offered a daily rate of more than £618 £537 £587
UK excluding London median daily rate £450 £428 £408
% change year-on-year
+5.26% +4.90%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £21.60 £23.15
% change year-on-year
- -6.71%
Data Modelling
West Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the Leeds region.

Processes & Methodologies Category
Leeds
Contract IT job ads with a match in the
Processes & Methodologies category
1316 1152 1019
As % of all contract IT jobs located in Leeds 86.64% 85.52% 83.05%
Number of daily rates quoted 937 825 717
Median daily rate £425 £375 £338
Median daily rate % change year-on-year
+13.33% +11.11%
90% offered a daily rate of more than £320 £265 £225
10% offered a daily rate of more than £550 £510 £450
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 15 15 18
Median hourly rate £15.25 £17.50 £16.10
Median hourly rate % change year-on-year
-12.85% +8.69%
90% offered a hourly rate of more than £9.06 £13.60 £12.81
10% offered a hourly rate of more than £30.50 £35.00 £110.00
UK excluding London median hourly rate £35.00 £31.00 £30.00
% change year-on-year
+12.90% +3.33%

Data Modelling
Jobs Demand Trend in Leeds

The demand trend of contract jobs across the Leeds region citing Data Modelling as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Leeds

Data Modelling
Daily Rate Trend in Leeds

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

Data Modelling Daily Rate Trend in Leeds

Data Modelling
Daily Rate Histogram in Leeds

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Leeds region over the 3 months to 24 May 2016.

Data Modelling Daily Rate Histogram in Leeds

Data Modelling
Hourly Rate Trend in Leeds

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

Data Modelling Hourly Rate Trend in Leeds

Data Modelling
Top 30 Related IT Skills in Leeds

For the 6 months to 24 May 2016, 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 32 (40.51%) Data Quality
2 30 (37.97%) Finance
3 27 (34.18%) Data Management
4 26 (32.91%) Data Analysis
5 20 (25.32%) Quality Management
5 20 (25.32%) Business Intelligence
5 20 (25.32%) SQL
5 20 (25.32%) Data Governance
6 17 (21.52%) Data Mapping
7 16 (20.25%) Data Structures
7 16 (20.25%) Data Warehouse
7 16 (20.25%) Agile Software Development
8 15 (18.99%) Information Management
8 15 (18.99%) Business Analysis
8 15 (18.99%) IBM InfoSphere
9 14 (17.72%) Degree
9 14 (17.72%) IBM
10 13 (16.46%) Microsoft
11 12 (15.19%) Data Mining
12 11 (13.92%) Computer Science
12 11 (13.92%) Analytical Skills
13 10 (12.66%) MS Excel
13 10 (12.66%) Oracle
13 10 (12.66%) Star Schema
13 10 (12.66%) Management Information System
14 9 (11.39%) Time Management
14 9 (11.39%) Data Architecture
15 8 (10.13%) Coaching
15 8 (10.13%) SQL Server
15 8 (10.13%) Web Services

Data Modelling
Top Related 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 6 (7.59%) SAS
2 3 (3.80%) Confluence
3 1 (1.27%) BizTalk Server
Applications
1 10 (12.66%) MS Excel
2 5 (6.33%) MS Visio
3 4 (5.06%) MS Office
4 1 (1.27%) MS PowerPoint
Business Applications
1 4 (5.06%) Dynamics CRM
2 3 (3.80%) SAP CRM
3 1 (1.27%) SAP IS-U
Database & Business Intelligence
1 16 (20.25%) Data Warehouse
2 15 (18.99%) IBM InfoSphere
3 12 (15.19%) Data Mining
4 10 (12.66%) Star Schema
5 8 (10.13%) SQL Server
6 7 (8.86%) SQL Server Integration Services
6 7 (8.86%) SQL Server Reporting Services
7 5 (6.33%) Relational Database
7 5 (6.33%) SQL Server Analysis Services
8 4 (5.06%) MS Access
9 3 (3.80%) RDBMS
10 2 (2.53%) Big Data
10 2 (2.53%) Oracle Database
10 2 (2.53%) Oracle Reports
10 2 (2.53%) QlikView
11 1 (1.27%) Base SAS
11 1 (1.27%) Couchbase
11 1 (1.27%) Oracle Database 11g
11 1 (1.27%) Oracle Database 12c
11 1 (1.27%) SQL Server 2012
Development Applications
1 6 (7.59%) ERwin
2 3 (3.80%) JIRA
3 1 (1.27%) Git (software)
3 1 (1.27%) Oracle APEX
3 1 (1.27%) SQL Server Management Studio (SSMS)
3 1 (1.27%) Subversion
3 1 (1.27%) Visual Studio
General
1 30 (37.97%) Finance
2 5 (6.33%) Legal
3 3 (3.80%) Banking
4 2 (2.53%) Billing
4 2 (2.53%) Retail
4 2 (2.53%) Telecoms
Job Titles
1 40 (50.63%) Analyst
2 21 (26.58%) Data Analyst
3 19 (24.05%) Architect
4 14 (17.72%) Business Analyst
5 13 (16.46%) Data Modeller
5 13 (16.46%) Developer
6 12 (15.19%) Senior Analyst
7 7 (8.86%) Business Data Analyst
7 7 (8.86%) Business Intelligence Developer
7 7 (8.86%) Senior Data Modeller
8 5 (6.33%) Data Business Analyst
8 5 (6.33%) Senior Business Analyst
8 5 (6.33%) Solutions Architect
9 4 (5.06%) Consultant
9 4 (5.06%) Data Architect
9 4 (5.06%) Digital Analyst
9 4 (5.06%) Digital Business Analyst
10 3 (3.80%) Information Architect
10 3 (3.80%) Infrastructure Architect
10 3 (3.80%) Integration Architect
Libraries, Frameworks & Software Standards
1 8 (10.13%) Web Services
2 3 (3.80%) REST
2 3 (3.80%) SOAP
2 3 (3.80%) XML
3 2 (2.53%) MDX
3 2 (2.53%) XML Messaging
4 1 (1.27%) .NET
4 1 (1.27%) AngularJS
4 1 (1.27%) Backbone.js
4 1 (1.27%) CSS
4 1 (1.27%) CSS3
4 1 (1.27%) HTML
4 1 (1.27%) HTML5
4 1 (1.27%) JSON
4 1 (1.27%) Protocol Buffers
4 1 (1.27%) React
4 1 (1.27%) RESTful
Miscellaneous
1 16 (20.25%) Data Structures
2 11 (13.92%) Analytical Skills
2 11 (13.92%) Computer Science
3 10 (12.66%) Management Information System
4 7 (8.86%) Visualisation
5 4 (5.06%) Data Protection Act
5 4 (5.06%) Reference Data
6 3 (3.80%) Taxonomies
7 2 (2.53%) Data Integration
7 2 (2.53%) Replication
8 1 (1.27%) Informatics
8 1 (1.27%) NHS
8 1 (1.27%) Statistics
Operating Systems
1 2 (2.53%) Linux
2 1 (1.27%) Red Hat Enterprise Linux
Processes & Methodologies
1 27 (34.18%) Data Management
2 26 (32.91%) Data Analysis
3 20 (25.32%) Business Intelligence
3 20 (25.32%) Data Governance
3 20 (25.32%) Quality Management
4 17 (21.52%) Data Mapping
5 16 (20.25%) Agile Software Development
6 15 (18.99%) Business Analysis
6 15 (18.99%) Information Management
7 9 (11.39%) Data Architecture
7 9 (11.39%) Time Management
8 8 (10.13%) Coaching
8 8 (10.13%) CRM
9 7 (8.86%) Analytics
9 7 (8.86%) Data Visualisation
9 7 (8.86%) Project Management
9 7 (8.86%) Stakeholder Management
10 6 (7.59%) Data Validation
10 6 (7.59%) Information Architecture
10 6 (7.59%) Validation
Programming Languages
1 20 (25.32%) SQL
2 6 (7.59%) T-SQL
3 5 (6.33%) VBA
4 3 (3.80%) C++
4 3 (3.80%) JavaScript
5 2 (2.53%) PL/SQL
5 2 (2.53%) Python
6 1 (1.27%) Java
6 1 (1.27%) Objective-C
Qualifications
1 14 (17.72%) Degree
2 4 (5.06%) CCA
3 2 (2.53%) MBA
3 2 (2.53%) Security Cleared
4 1 (1.27%) BPSS Clearance
4 1 (1.27%) ISEB
Quality Assurance & Compliance
1 32 (40.51%) Data Quality
2 3 (3.80%) QA
3 2 (2.53%) Disclosure Scotland
4 1 (1.27%) ISO/IEC 27001
Systems Management
1 4 (5.06%) Oracle EDQ
Vendors
1 14 (17.72%) IBM
2 13 (16.46%) Microsoft
3 10 (12.66%) Oracle
4 4 (5.06%) DataFlux
5 3 (3.80%) SAP
6 2 (2.53%) Informatica
7 1 (1.27%) Adobe
7 1 (1.27%) CA
7 1 (1.27%) Red Hat
7 1 (1.27%) Trillium