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 25 August 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
25 Aug 2016
Same period 2015 Same period 2014
Data Modelling
Rank 67 54 29
Rank change year-on-year
-13 -25
Contract jobs citing Data Modelling 58 77 85
As % of all contract IT jobs located in West Yorkshire 2.86% 3.34% 5.00%
As % of the Processes & Methodologies category 3.35% 4.01% 6.30%
Number of daily rates quoted 33 68 39
Median daily rate £420 £365 £360
Median daily rate % change year-on-year
+15.06% +1.38%
90% offered a daily rate of more than £350 £300 £215
10% offered a daily rate of more than £550 £500 £500
UK excluding London median daily rate £420 £435 £413
% change year-on-year
-3.44% +5.45%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £40.00 £34.00 £16.44
% change year-on-year
+17.64% +106.78%
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
1730 1918 1350
As % of all contract IT jobs located in West Yorkshire 85.18% 83.17% 79.37%
Number of daily rates quoted 1152 1359 856
Median daily rate £420 £375 £350
Median daily rate % change year-on-year
+12.00% +7.14%
90% offered a daily rate of more than £300 £275 £225
10% offered a daily rate of more than £550 £510 £500
UK excluding London median daily rate £400 £396 £375
% change year-on-year
+1.01% +5.60%
Number of hourly rates quoted 27 53 27
Median hourly rate £14.50 £17.50 £14.50
Median hourly rate % change year-on-year
-17.14% +20.68%
90% offered a hourly rate of more than £11.72 £11.00 £8.74
10% offered a hourly rate of more than £31.00 £45.00 £50.00
UK excluding London median hourly rate £30.00 £32.54 £25.00
% change year-on-year
-7.80% +30.16%

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 25 August 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 25 August 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 -21 29 £493 +38.73% 10
Bradford +20 26 £420 +29.23%
Halifax +6 1 £423 +2.67%
Wakefield - 1 £350 - 1
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 25 August 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 43 (39.09%) Finance
2 42 (38.18%) Data Warehouse
3 33 (30.00%) Agile Software Development
4 31 (28.18%) Oracle
5 29 (26.36%) Data Analysis
6 28 (25.45%) ETL
6 28 (25.45%) Data Quality
7 27 (24.55%) Data Governance
7 27 (24.55%) Data Management
8 24 (21.82%) Dimensional Modelling
9 23 (20.91%) Oracle ODI
9 23 (20.91%) Netezza
9 23 (20.91%) RAD
10 19 (17.27%) Quality Management
11 18 (16.36%) SQL
12 17 (15.45%) Stakeholder Management
12 17 (15.45%) Data Mapping
13 14 (12.73%) Business Intelligence
14 13 (11.82%) Business Analysis
15 12 (10.91%) Banking
15 12 (10.91%) IBM InfoSphere
15 12 (10.91%) Logical Data Model
15 12 (10.91%) Data Architecture
16 11 (10.00%) Degree
16 11 (10.00%) Computer Science
16 11 (10.00%) Information Management
16 11 (10.00%) IBM
16 11 (10.00%) CRM
17 10 (9.09%) Star Schema
17 10 (9.09%) Analytical Skills

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 3 (2.73%) Apache Spark
2 2 (1.82%) Confluence
3 1 (0.91%) SAS
Applications
1 5 (4.55%) MS Excel
2 2 (1.82%) MS Office
Business Applications
1 6 (5.45%) SAP CRM
2 4 (3.64%) Dynamics CRM
3 1 (0.91%) SAP IS-U
3 1 (0.91%) Temenos T24
Cloud Services
1 1 (0.91%) Amazon AWS
Communications & Networking
1 1 (0.91%) Internet
Database & Business Intelligence
1 42 (38.18%) Data Warehouse
2 23 (20.91%) Oracle ODI
3 12 (10.91%) IBM InfoSphere
4 10 (9.09%) Star Schema
5 6 (5.45%) Data Mining
5 6 (5.45%) Relational Database
5 6 (5.45%) SQL Server
6 5 (4.55%) NoSQL
6 5 (4.55%) SQL Server Reporting Services
7 4 (3.64%) Big Data
7 4 (3.64%) RDBMS
7 4 (3.64%) SQL Server Integration Services
8 3 (2.73%) Hadoop
8 3 (2.73%) MySQL
9 2 (1.82%) BusinessObjects
9 2 (1.82%) DB2
9 2 (1.82%) MS Access
9 2 (1.82%) Oracle Database
10 1 (0.91%) Amazon Redshift
10 1 (0.91%) Oracle Database 12c
Development Applications
1 2 (1.82%) JIRA
2 1 (0.91%) ERwin
2 1 (0.91%) Git (software)
2 1 (0.91%) Subversion
General
1 43 (39.09%) Finance
2 12 (10.91%) Banking
3 6 (5.45%) Retail
4 5 (4.55%) Retail Banking
5 3 (2.73%) Billing
5 3 (2.73%) Legal
6 1 (0.91%) Telecoms
Job Titles
1 45 (40.91%) Analyst
2 28 (25.45%) Developer
3 19 (17.27%) Data Analyst
4 18 (16.36%) Architect
5 16 (14.55%) Business Analyst
6 15 (13.64%) Designer
7 14 (12.73%) Data Modeller
7 14 (12.73%) ETL Designer
7 14 (12.73%) ETL Developer
7 14 (12.73%) Oracle Developer
7 14 (12.73%) Oracle ETL Developer
8 12 (10.91%) Senior Analyst
9 10 (9.09%) Systems Analyst
10 9 (8.18%) ETL Tester
10 9 (8.18%) Tester
11 7 (6.36%) Data Architect
11 7 (6.36%) Data Business Analyst
11 7 (6.36%) Senior Data Modeller
12 6 (5.45%) Business Data Analyst
13 5 (4.55%) CRM Developer
Libraries, Frameworks & Software Standards
1 5 (4.55%) Web Services
2 4 (3.64%) XML
3 3 (2.73%) REST
3 3 (2.73%) SOAP
4 2 (1.82%) ADO
4 2 (1.82%) DAO
4 2 (1.82%) HTML
4 2 (1.82%) Node.js
4 2 (1.82%) RESTful
4 2 (1.82%) XML Messaging
5 1 (0.91%) AngularJS
5 1 (0.91%) Backbone.js
5 1 (0.91%) Cascading
5 1 (0.91%) CSS
5 1 (0.91%) CSS3
5 1 (0.91%) HTML5
5 1 (0.91%) JSON
5 1 (0.91%) Protocol Buffers
5 1 (0.91%) React
Miscellaneous
1 11 (10.00%) Computer Science
2 10 (9.09%) Analytical Skills
2 10 (9.09%) Data Structures
3 8 (7.27%) Data Integration
4 5 (4.55%) Mainframe
4 5 (4.55%) Management Information System
5 4 (3.64%) Reference Data
6 2 (1.82%) Data Protection Act
6 2 (1.82%) Taxonomies
7 1 (0.91%) Algorithms
7 1 (0.91%) Credit Risk
7 1 (0.91%) Enterprise Software
7 1 (0.91%) Mathematics
7 1 (0.91%) Neural Network
7 1 (0.91%) Online Banking
7 1 (0.91%) Physics
7 1 (0.91%) Replication
7 1 (0.91%) Social Network
7 1 (0.91%) Statistics
Operating Systems
1 1 (0.91%) Linux
Processes & Methodologies
1 33 (30.00%) Agile Software Development
2 29 (26.36%) Data Analysis
3 28 (25.45%) ETL
4 27 (24.55%) Data Governance
4 27 (24.55%) Data Management
5 24 (21.82%) Dimensional Modelling
6 23 (20.91%) RAD
7 19 (17.27%) Quality Management
8 17 (15.45%) Data Mapping
8 17 (15.45%) Stakeholder Management
9 14 (12.73%) Business Intelligence
10 13 (11.82%) Business Analysis
11 12 (10.91%) Data Architecture
11 12 (10.91%) Logical Data Model
12 11 (10.00%) CRM
12 11 (10.00%) Information Management
13 9 (8.18%) Coaching
13 9 (8.18%) Systems Analysis
14 8 (7.27%) Requirements Analysis
14 8 (7.27%) Time Management
Programming Languages
1 18 (16.36%) SQL
2 5 (4.55%) Java
2 5 (4.55%) Python
3 4 (3.64%) C++
3 4 (3.64%) VBA
4 3 (2.73%) JavaScript
4 3 (2.73%) Scala
5 2 (1.82%) COBOL
6 1 (0.91%) MATLAB
6 1 (0.91%) Objective-C
6 1 (0.91%) PL/SQL
6 1 (0.91%) R
6 1 (0.91%) T-SQL
6 1 (0.91%) Visual J++
Qualifications
1 11 (10.00%) Degree
2 2 (1.82%) CCA
2 2 (1.82%) ISEB
3 1 (0.91%) BPSS Clearance
3 1 (0.91%) MBA
3 1 (0.91%) PhD
3 1 (0.91%) Security Cleared
Quality Assurance & Compliance
1 28 (25.45%) Data Quality
2 1 (0.91%) Disclosure Scotland
2 1 (0.91%) ISO/IEC 27001
2 1 (0.91%) QA
System Software
1 2 (1.82%) Apache Flume
Vendors
1 31 (28.18%) Oracle
2 23 (20.91%) Netezza
3 11 (10.00%) IBM
4 9 (8.18%) Microsoft
5 8 (7.27%) SAP
6 2 (1.82%) Cloudera
7 1 (0.91%) Avaloq
7 1 (0.91%) Informatica
7 1 (0.91%) Misys
7 1 (0.91%) SunGard
7 1 (0.91%) Sybase