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 average contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 29 April 2016 with a comparison to the same period in 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
29 Apr 2016
Same period 2015 Same period 2014
Data Modeling
Rank 60 46 49
Rank change year-on-year
-14 +3
Contract jobs citing Data Modelling 42 53 41
As % of all contract IT jobs located in Leeds 2.69% 3.96% 3.50%
As % of the Processes & Methodologies category 3.16% 4.60% 4.24%
Number of daily rates quoted 30 47 25
Average daily rate £473 £350 £350
Average daily rate % change year-on-year
+35.00% -
90% offered a daily rate of more than £369 £296 £235
10% offered a daily rate of more than £628 £540 £450
UK excluding London average daily rate £450 £425 £420
% change year-on-year
+5.88% +1.19%
Number of hourly rates quoted 0 0 0
Average hourly rate - - -
UK excluding London average hourly rate £49.82 £31.25 £17.50
% change year-on-year
+59.42% +78.57%
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
1330 1151 966
As % of all contract IT jobs located in Leeds 85.31% 85.90% 82.42%
Number of daily rates quoted 956 788 656
Average daily rate £425 £365 £338
Average daily rate % change year-on-year
+16.43% +8.14%
90% offered a daily rate of more than £315 £263 £215
10% offered a daily rate of more than £570 £475 £450
UK excluding London average daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 21 13 14
Average hourly rate £12.10 £18.00 £20.00
Average hourly rate % change year-on-year
-32.77% -10.00%
90% offered a hourly rate of more than £10.20 £13.60 £15.92
10% offered a hourly rate of more than £19.07 £35.00 £110.00
UK excluding London average hourly rate £36.00 £30.50 £31.50
% change year-on-year
+18.03% -3.17%

Data Modelling
Jobs Demand Trend in Leeds

This chart provides a 3-month moving total of IT contractor jobs citing Data Modelling across the Leeds region as a proportion of the total demand within 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 29 April 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 29 April 2016, IT contractor jobs across the Leeds region citing Data Modelling also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling.

1 33 (39.76%) Data Quality
2 27 (32.53%) Data Analysis
3 26 (31.33%) SQL
4 25 (30.12%) Data Management
4 25 (30.12%) Finance
5 23 (27.71%) Business Intelligence
6 21 (25.30%) Agile Software Development
7 16 (19.28%) Data Mapping
8 15 (18.07%) Data Governance
8 15 (18.07%) MS Excel
8 15 (18.07%) Oracle
8 15 (18.07%) Quality Management
9 14 (16.87%) Microsoft
9 14 (16.87%) Data Structures
10 13 (15.66%) Analytical Skills
10 13 (15.66%) SQL Server
10 13 (15.66%) MS Visio
10 13 (15.66%) Data Mining
11 12 (14.46%) Data Warehouse
11 12 (14.46%) Web Services
11 12 (14.46%) Degree
12 11 (13.25%) Business Analysis
12 11 (13.25%) Management Information System
12 11 (13.25%) Data Architecture
13 10 (12.05%) Logical Data Model
13 10 (12.05%) IBM InfoSphere
13 10 (12.05%) Validation
13 10 (12.05%) Information Management
13 10 (12.05%) IBM
14 9 (10.84%) Physical Data Model

Data Modelling
Top Related IT Skills in Leeds by Category

For the 6 months to 29 April 2016, IT contractor jobs across the Leeds region citing Data Modelling also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Modelling. Up to 20 skills are shown per category.

Application Platforms
1 7 (8.43%) SAS
2 3 (3.61%) Confluence
3 1 (1.20%) BizTalk Server
Applications
1 15 (18.07%) MS Excel
2 13 (15.66%) MS Visio
3 5 (6.02%) MS PowerPoint
4 4 (4.82%) MS Office
5 1 (1.20%) SPSS
Business Applications
1 4 (4.82%) Dynamics CRM
2 1 (1.20%) SAP IS-U
Database & Business Intelligence
1 13 (15.66%) Data Mining
1 13 (15.66%) SQL Server
2 12 (14.46%) Data Warehouse
3 10 (12.05%) IBM InfoSphere
4 8 (9.64%) SQL Server Integration Services
4 8 (9.64%) SQL Server Reporting Services
5 6 (7.23%) Relational Database
5 6 (7.23%) SQL Server Analysis Services
5 6 (7.23%) Star Schema
6 5 (6.02%) MS Access
7 4 (4.82%) RDBMS
8 3 (3.61%) Oracle Reports
9 2 (2.41%) Big Data
9 2 (2.41%) Oracle Database
9 2 (2.41%) QlikView
10 1 (1.20%) Base SAS
10 1 (1.20%) BusinessObjects
10 1 (1.20%) Oracle Database 11g
10 1 (1.20%) Oracle Database 12c
10 1 (1.20%) SQL Server 2012
Development Applications
1 6 (7.23%) ERwin
2 3 (3.61%) JIRA
3 1 (1.20%) Git (software)
3 1 (1.20%) Oracle APEX
3 1 (1.20%) SQL Server Management Studio (SSMS)
3 1 (1.20%) Subversion
3 1 (1.20%) Visual Studio
General
1 25 (30.12%) Finance
2 5 (6.02%) Legal
3 4 (4.82%) Retail
4 3 (3.61%) Banking
5 2 (2.41%) Billing
5 2 (2.41%) Telecoms
6 1 (1.20%) Back Office
Job Titles
1 44 (53.01%) Analyst
2 21 (25.30%) Architect
3 20 (24.10%) Data Analyst
4 18 (21.69%) Business Analyst
5 12 (14.46%) Developer
6 11 (13.25%) Senior Analyst
7 9 (10.84%) Digital Analyst
7 9 (10.84%) Digital Business Analyst
8 8 (9.64%) Business Intelligence Developer
8 8 (9.64%) Data Modeller
9 7 (8.43%) Senior Business Analyst
10 6 (7.23%) Business Data Analyst
10 6 (7.23%) Data Architect
11 5 (6.02%) Solutions Architect
12 4 (4.82%) Data Business Analyst
12 4 (4.82%) Senior Data Modeller
13 3 (3.61%) Consultant
13 3 (3.61%) Information Architect
13 3 (3.61%) Infrastructure Architect
13 3 (3.61%) Oracle Analyst
Libraries, Frameworks & Software Standards
1 12 (14.46%) Web Services
2 3 (3.61%) REST
2 3 (3.61%) SOAP
2 3 (3.61%) XML
3 2 (2.41%) MDX
3 2 (2.41%) XML Messaging
4 1 (1.20%) .NET
4 1 (1.20%) AngularJS
4 1 (1.20%) Backbone.js
4 1 (1.20%) CSS
4 1 (1.20%) CSS3
4 1 (1.20%) HTML
4 1 (1.20%) HTML5
4 1 (1.20%) JSON
4 1 (1.20%) Protocol Buffers
4 1 (1.20%) React
4 1 (1.20%) RESTful
Miscellaneous
1 14 (16.87%) Data Structures
2 13 (15.66%) Analytical Skills
3 11 (13.25%) Management Information System
4 8 (9.64%) Visualisation
5 6 (7.23%) Computer Science
6 4 (4.82%) Data Protection Act
6 4 (4.82%) Reference Data
6 4 (4.82%) Taxonomies
7 2 (2.41%) Data Integration
7 2 (2.41%) Statistics
8 1 (1.20%) Credit Risk
8 1 (1.20%) Economics
8 1 (1.20%) Informatics
8 1 (1.20%) Mathematics
8 1 (1.20%) NHS
8 1 (1.20%) Replication
8 1 (1.20%) Smart Meter
Operating Systems
1 1 (1.20%) Linux
1 1 (1.20%) Red Hat Enterprise Linux
Processes & Methodologies
1 27 (32.53%) Data Analysis
2 25 (30.12%) Data Management
3 23 (27.71%) Business Intelligence
4 21 (25.30%) Agile Software Development
5 16 (19.28%) Data Mapping
6 15 (18.07%) Data Governance
6 15 (18.07%) Quality Management
7 11 (13.25%) Business Analysis
7 11 (13.25%) Data Architecture
8 10 (12.05%) Information Management
8 10 (12.05%) Logical Data Model
8 10 (12.05%) Validation
9 9 (10.84%) Data Cleansing
9 9 (10.84%) Physical Data Model
10 8 (9.64%) Analytics
10 8 (9.64%) Data Validation
10 8 (9.64%) Data Visualisation
10 8 (9.64%) Stakeholder Engagement
10 8 (9.64%) Waterfall
11 7 (8.43%) Information Architecture
Programming Languages
1 26 (31.33%) SQL
2 7 (8.43%) T-SQL
3 5 (6.02%) VBA
4 3 (3.61%) C++
4 3 (3.61%) JavaScript
5 2 (2.41%) PL/SQL
5 2 (2.41%) Python
6 1 (1.20%) Java
6 1 (1.20%) Objective-C
Qualifications
1 12 (14.46%) Degree
2 4 (4.82%) CCA
3 3 (3.61%) MBA
4 2 (2.41%) BPSS Clearance
4 2 (2.41%) Security Cleared
5 1 (1.20%) ISEB
5 1 (1.20%) Postgraduate
5 1 (1.20%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 33 (39.76%) Data Quality
2 5 (6.02%) QA
3 4 (4.82%) Disclosure Scotland
4 1 (1.20%) ISO/IEC 27001
Systems Management
1 4 (4.82%) Oracle EDQ
Vendors
1 15 (18.07%) Oracle
2 14 (16.87%) Microsoft
3 10 (12.05%) IBM
4 4 (4.82%) DataFlux
5 2 (2.41%) Informatica
6 1 (1.20%) Adobe
6 1 (1.20%) CA
6 1 (1.20%) Red Hat
6 1 (1.20%) SAP
6 1 (1.20%) Trillium
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