The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the West Yorkshire region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 26 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
26 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 75 48 52
Rank change year-on-year
-27 +4
Contract jobs citing Data Modelling 51 81 58
As % of all contract IT jobs located in West Yorkshire 2.51% 4.02% 3.22%
As % of the Processes & Methodologies category 2.95% 4.71% 4.02%
Number of daily rates quoted 38 74 39
Median daily rate £460 £373 £350
Median daily rate % change year-on-year
+23.48% +6.42%
90% offered a daily rate of more than £368 £318 £275
10% offered a daily rate of more than £573 £527 £500
UK excluding London median daily rate £450 £425 £400
% change year-on-year
+5.88% +6.25%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £20.69 £23.15
% change year-on-year
- -10.62%
Data Modelling
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 West Yorkshire region.

Processes & Methodologies Category
West Yorkshire
Contract IT job ads with a match in the
Processes & Methodologies category
1727 1718 1443
As % of all contract IT jobs located in West Yorkshire 84.95% 85.26% 80.12%
Number of daily rates quoted 1207 1178 1009
Median daily rate £425 £370 £345
Median daily rate % change year-on-year
+14.86% +7.24%
90% offered a daily rate of more than £313 £265 £228
10% offered a daily rate of more than £550 £495 £450
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 22 28 19
Median hourly rate £12.50 £18.50 £16.20
Median hourly rate % change year-on-year
-32.43% +14.19%
90% offered a hourly rate of more than £9.00 £12.70 £13.00
10% offered a hourly rate of more than £35.00 £35.00 £110.00
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

Data Modelling
Jobs Demand Trend in West Yorkshire

The demand trend of contract jobs across the West Yorkshire 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 West Yorkshire

Data Modelling
Daily Rate Trend in West Yorkshire

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

Data Modelling Daily Rate Trend in West Yorkshire

Data Modelling
Daily Rate Histogram in West Yorkshire

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the West Yorkshire region over the 3 months to 26 May 2016.

Data Modelling Daily Rate Histogram in West Yorkshire

Data Modelling
Hourly Rate Trend in West Yorkshire

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

Data Modelling Hourly Rate Trend in West Yorkshire

Data Modelling
Contract Job Locations in West 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 West Yorkshire region over the 3 months to 26 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds -19 43 £475 +35.71% 9
Bradford +17 6 £320 -28.88%
Halifax +2 1 £540 +24.13%
Bingley -3 1 £320 -
Wakefield - 1 - - 1
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 26 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 West Yorkshire region with a requirement for Data Modelling.

1 35 (37.63%) Finance
2 33 (35.48%) Data Quality
3 30 (32.26%) Data Management
4 29 (31.18%) Data Analysis
5 25 (26.88%) SQL
6 22 (23.66%) Data Governance
7 21 (22.58%) Business Intelligence
8 20 (21.51%) Microsoft
8 20 (21.51%) Data Warehouse
8 20 (21.51%) Quality Management
9 19 (20.43%) Agile Software Development
10 17 (18.28%) Data Mapping
11 16 (17.20%) Degree
11 16 (17.20%) IBM InfoSphere
11 16 (17.20%) Analytical Skills
11 16 (17.20%) Data Structures
11 16 (17.20%) Business Analysis
12 15 (16.13%) IBM
12 15 (16.13%) Information Management
13 13 (13.98%) MS Excel
13 13 (13.98%) SQL Server
14 12 (12.90%) Data Mining
14 12 (12.90%) Management Information System
15 11 (11.83%) Oracle
15 11 (11.83%) Computer Science
16 10 (10.75%) Star Schema
17 9 (9.68%) CRM
17 9 (9.68%) Stakeholder Management
17 9 (9.68%) Time Management
17 9 (9.68%) Data Architecture

Data Modelling
Top Related IT Skills in West 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 6 (6.45%) SAS
2 3 (3.23%) BizTalk Server
2 3 (3.23%) Confluence
Applications
1 13 (13.98%) MS Excel
2 6 (6.45%) MS Visio
3 4 (4.30%) MS Office
4 2 (2.15%) MS PowerPoint
Business Applications
1 5 (5.38%) Dynamics CRM
2 3 (3.23%) SAP CRM
3 1 (1.08%) SAP IS-U
Communications & Networking
1 2 (2.15%) Internet
Database & Business Intelligence
1 20 (21.51%) Data Warehouse
2 16 (17.20%) IBM InfoSphere
3 13 (13.98%) SQL Server
4 12 (12.90%) Data Mining
5 10 (10.75%) Star Schema
6 7 (7.53%) SQL Server Integration Services
6 7 (7.53%) SQL Server Reporting Services
7 6 (6.45%) MS Access
8 5 (5.38%) Relational Database
8 5 (5.38%) SQL Server Analysis Services
9 3 (3.23%) BusinessObjects
9 3 (3.23%) RDBMS
10 2 (2.15%) Big Data
10 2 (2.15%) Oracle Database
10 2 (2.15%) Oracle Reports
10 2 (2.15%) QlikView
11 1 (1.08%) Base SAS
11 1 (1.08%) BusinessObjects Web Intelligence
11 1 (1.08%) NoSQL
11 1 (1.08%) Oracle Database 11g
Development Applications
1 6 (6.45%) ERwin
2 3 (3.23%) JIRA
3 1 (1.08%) Git (software)
3 1 (1.08%) Oracle APEX
3 1 (1.08%) SQL Server Management Studio (SSMS)
3 1 (1.08%) Subversion
3 1 (1.08%) Visual Studio
General
1 35 (37.63%) Finance
2 5 (5.38%) Banking
2 5 (5.38%) Legal
3 4 (4.30%) Billing
4 3 (3.23%) Retail
5 2 (2.15%) Telecoms
Job Titles
1 45 (48.39%) Analyst
2 24 (25.81%) Data Analyst
3 22 (23.66%) Architect
4 16 (17.20%) Business Analyst
5 15 (16.13%) Data Modeller
6 14 (15.05%) Developer
7 12 (12.90%) Senior Analyst
8 8 (8.60%) Business Data Analyst
9 7 (7.53%) Business Intelligence Developer
9 7 (7.53%) Senior Data Modeller
10 6 (6.45%) Data Architect
10 6 (6.45%) Solutions Architect
11 5 (5.38%) Consultant
11 5 (5.38%) Data Business Analyst
11 5 (5.38%) Senior Business Analyst
12 4 (4.30%) Digital Analyst
12 4 (4.30%) Digital Business Analyst
13 3 (3.23%) CRM Solutions Architect
13 3 (3.23%) Dynamics CRM Architect
13 3 (3.23%) Oracle Analyst
Libraries, Frameworks & Software Standards
1 8 (8.60%) Web Services
2 5 (5.38%) .NET
3 3 (3.23%) REST
3 3 (3.23%) SOAP
3 3 (3.23%) XML
4 2 (2.15%) ADO
4 2 (2.15%) DAO
4 2 (2.15%) MDX
4 2 (2.15%) XML Messaging
5 1 (1.08%) AngularJS
5 1 (1.08%) Backbone.js
5 1 (1.08%) CSS
5 1 (1.08%) CSS3
5 1 (1.08%) HTML
5 1 (1.08%) HTML5
5 1 (1.08%) JSON
5 1 (1.08%) Protocol Buffers
5 1 (1.08%) React
5 1 (1.08%) RESTful
Miscellaneous
1 16 (17.20%) Analytical Skills
1 16 (17.20%) Data Structures
2 12 (12.90%) Management Information System
3 11 (11.83%) Computer Science
4 7 (7.53%) Visualisation
5 4 (4.30%) Data Protection Act
5 4 (4.30%) Reference Data
5 4 (4.30%) Replication
6 3 (3.23%) Taxonomies
7 2 (2.15%) Data Integration
8 1 (1.08%) Informatics
8 1 (1.08%) NHS
8 1 (1.08%) Online Banking
8 1 (1.08%) Statistics
Operating Systems
1 2 (2.15%) Linux
2 1 (1.08%) Red Hat Enterprise Linux
Processes & Methodologies
1 30 (32.26%) Data Management
2 29 (31.18%) Data Analysis
3 22 (23.66%) Data Governance
4 21 (22.58%) Business Intelligence
5 20 (21.51%) Quality Management
6 19 (20.43%) Agile Software Development
7 17 (18.28%) Data Mapping
8 16 (17.20%) Business Analysis
9 15 (16.13%) Information Management
10 9 (9.68%) Analytics
10 9 (9.68%) Coaching
10 9 (9.68%) CRM
10 9 (9.68%) Data Architecture
10 9 (9.68%) Stakeholder Management
10 9 (9.68%) Time Management
11 8 (8.60%) Validation
12 7 (7.53%) ETL
12 7 (7.53%) Logical Data Model
12 7 (7.53%) Migration
12 7 (7.53%) Project Management
Programming Languages
1 25 (26.88%) SQL
2 7 (7.53%) VBA
3 6 (6.45%) T-SQL
4 3 (3.23%) C++
4 3 (3.23%) JavaScript
5 2 (2.15%) PL/SQL
5 2 (2.15%) Python
6 1 (1.08%) Java
6 1 (1.08%) Objective-C
Qualifications
1 16 (17.20%) Degree
2 4 (4.30%) CCA
3 2 (2.15%) MBA
3 2 (2.15%) Security Cleared
4 1 (1.08%) BPSS Clearance
4 1 (1.08%) ISEB
Quality Assurance & Compliance
1 33 (35.48%) Data Quality
2 3 (3.23%) QA
3 2 (2.15%) Disclosure Scotland
4 1 (1.08%) ISO/IEC 27001
Systems Management
1 4 (4.30%) Oracle EDQ
Vendors
1 20 (21.51%) Microsoft
2 15 (16.13%) IBM
3 11 (11.83%) Oracle
4 4 (4.30%) DataFlux
4 4 (4.30%) SAP
5 3 (3.23%) Trillium
6 2 (2.15%) Informatica
7 1 (1.08%) Adobe
7 1 (1.08%) CA
7 1 (1.08%) Pega
7 1 (1.08%) Red Hat
Wakefield
Lawrence Harvey
Posted: 13 days ago