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 29 July 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
29 Jul 2016
Same period 2015 Same period 2014
Data Modelling
Rank 67 47 34
Rank change year-on-year
-20 -13
Contract jobs citing Data Modelling 51 79 76
As % of all contract IT jobs located in West Yorkshire 2.48% 3.63% 4.54%
As % of the Processes & Methodologies category 2.87% 4.33% 5.61%
Number of daily rates quoted 34 71 38
Median daily rate £420 £365 £411
Median daily rate % change year-on-year
+15.06% -11.24%
90% offered a daily rate of more than £350 £300 £311
10% offered a daily rate of more than £550 £494 £571
UK excluding London median daily rate £420 £425 £413
% change year-on-year
-1.17% +3.03%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £45.00 £42.00 £22.69
% change year-on-year
+7.14% +85.08%
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
1778 1826 1355
As % of all contract IT jobs located in West Yorkshire 86.52% 83.80% 80.90%
Number of daily rates quoted 1206 1330 881
Median daily rate £420 £365 £350
Median daily rate % change year-on-year
+15.06% +4.28%
90% offered a daily rate of more than £305 £275 £225
10% offered a daily rate of more than £550 £505 £450
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 17 38 25
Median hourly rate £14.50 £32.00 £14.25
Median hourly rate % change year-on-year
-54.68% +124.56%
90% offered a hourly rate of more than £11.72 £12.00 £8.99
10% offered a hourly rate of more than £17.94 £45.00 £32.00
UK excluding London median hourly rate £30.00 £30.00 £27.00
% change year-on-year
- +11.11%

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 29 July 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 29 July 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 33 £444 +26.78% 7
Bradford +6 16 £420 +29.23% 3
Wakefield - 2 £350 -
Halifax -6 1 £423 -2.87%
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 29 July 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 41 (41.00%) Finance
2 31 (31.00%) Data Quality
3 30 (30.00%) Data Analysis
3 30 (30.00%) Data Warehouse
4 28 (28.00%) Data Management
5 26 (26.00%) Data Governance
6 23 (23.00%) Agile Software Development
6 23 (23.00%) SQL
6 23 (23.00%) Oracle
7 19 (19.00%) Quality Management
8 18 (18.00%) Business Intelligence
9 17 (17.00%) ETL
9 17 (17.00%) Data Mapping
10 15 (15.00%) Microsoft
11 14 (14.00%) Stakeholder Management
11 14 (14.00%) Business Analysis
11 14 (14.00%) Dimensional Modelling
12 13 (13.00%) Oracle ODI
12 13 (13.00%) Netezza
12 13 (13.00%) RAD
13 12 (12.00%) IBM InfoSphere
13 12 (12.00%) Logical Data Model
13 12 (12.00%) Data Architecture
14 11 (11.00%) Computer Science
14 11 (11.00%) Degree
14 11 (11.00%) Analytical Skills
14 11 (11.00%) CRM
14 11 (11.00%) IBM
14 11 (11.00%) Information Management
15 10 (10.00%) Banking

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 (3.00%) Apache Spark
2 2 (2.00%) Confluence
3 1 (1.00%) SAS
Applications
1 9 (9.00%) MS Excel
2 4 (4.00%) MS Office
3 2 (2.00%) MS PowerPoint
3 2 (2.00%) MS Visio
Business Applications
1 6 (6.00%) SAP CRM
2 4 (4.00%) Dynamics CRM
3 1 (1.00%) SAP IS-U
3 1 (1.00%) Temenos T24
Communications & Networking
1 2 (2.00%) Internet
Database & Business Intelligence
1 30 (30.00%) Data Warehouse
2 13 (13.00%) Oracle ODI
3 12 (12.00%) IBM InfoSphere
4 10 (10.00%) Data Mining
4 10 (10.00%) Star Schema
5 6 (6.00%) SQL Server Integration Services
5 6 (6.00%) SQL Server Reporting Services
6 5 (5.00%) Big Data
6 5 (5.00%) NoSQL
6 5 (5.00%) Relational Database
6 5 (5.00%) SQL Server
7 4 (4.00%) RDBMS
8 3 (3.00%) Hadoop
9 2 (2.00%) BusinessObjects
9 2 (2.00%) DB2
9 2 (2.00%) MS Access
9 2 (2.00%) MySQL
9 2 (2.00%) Oracle Reports
9 2 (2.00%) SQL Server Analysis Services
10 1 (1.00%) Couchbase
Development Applications
1 2 (2.00%) JIRA
2 1 (1.00%) ERwin
2 1 (1.00%) Git (software)
2 1 (1.00%) Subversion
General
1 41 (41.00%) Finance
2 10 (10.00%) Banking
3 5 (5.00%) Legal
4 4 (4.00%) Billing
4 4 (4.00%) Retail
5 3 (3.00%) Retail Banking
6 2 (2.00%) Telecoms
Job Titles
1 43 (43.00%) Analyst
2 21 (21.00%) Data Analyst
3 20 (20.00%) Developer
4 19 (19.00%) Architect
5 16 (16.00%) Business Analyst
6 14 (14.00%) Data Modeller
7 11 (11.00%) Senior Analyst
8 8 (8.00%) ETL Tester
8 8 (8.00%) Tester
9 7 (7.00%) Business Data Analyst
9 7 (7.00%) Data Architect
9 7 (7.00%) Data Business Analyst
9 7 (7.00%) Designer
9 7 (7.00%) Senior Data Modeller
10 5 (5.00%) CRM Developer
10 5 (5.00%) ETL Designer
10 5 (5.00%) ETL Developer
10 5 (5.00%) Oracle Developer
10 5 (5.00%) Oracle ETL Developer
10 5 (5.00%) Systems Analyst
Libraries, Frameworks & Software Standards
1 6 (6.00%) Web Services
2 4 (4.00%) XML
3 3 (3.00%) REST
3 3 (3.00%) SOAP
4 2 (2.00%) ADO
4 2 (2.00%) DAO
4 2 (2.00%) HTML
4 2 (2.00%) MDX
4 2 (2.00%) Node.js
4 2 (2.00%) RESTful
4 2 (2.00%) XML Messaging
5 1 (1.00%) AngularJS
5 1 (1.00%) Backbone.js
5 1 (1.00%) Cascading
5 1 (1.00%) CSS
5 1 (1.00%) CSS3
5 1 (1.00%) HTML5
5 1 (1.00%) JSON
5 1 (1.00%) Protocol Buffers
5 1 (1.00%) React
Miscellaneous
1 11 (11.00%) Analytical Skills
1 11 (11.00%) Computer Science
2 10 (10.00%) Data Structures
3 8 (8.00%) Data Integration
4 7 (7.00%) Management Information System
5 4 (4.00%) Data Protection Act
5 4 (4.00%) Reference Data
6 2 (2.00%) Mainframe
6 2 (2.00%) Taxonomies
6 2 (2.00%) Visualisation
7 1 (1.00%) Algorithms
7 1 (1.00%) Credit Risk
7 1 (1.00%) Mathematics
7 1 (1.00%) Neural Network
7 1 (1.00%) Online Banking
7 1 (1.00%) Physics
7 1 (1.00%) Replication
7 1 (1.00%) Social Network
7 1 (1.00%) Statistics
Operating Systems
1 2 (2.00%) Linux
2 1 (1.00%) Red Hat Enterprise Linux
Processes & Methodologies
1 30 (30.00%) Data Analysis
2 28 (28.00%) Data Management
3 26 (26.00%) Data Governance
4 23 (23.00%) Agile Software Development
5 19 (19.00%) Quality Management
6 18 (18.00%) Business Intelligence
7 17 (17.00%) Data Mapping
7 17 (17.00%) ETL
8 14 (14.00%) Business Analysis
8 14 (14.00%) Dimensional Modelling
8 14 (14.00%) Stakeholder Management
9 13 (13.00%) RAD
10 12 (12.00%) Data Architecture
10 12 (12.00%) Logical Data Model
11 11 (11.00%) CRM
11 11 (11.00%) Information Management
12 8 (8.00%) Coaching
12 8 (8.00%) Requirements Analysis
12 8 (8.00%) Time Management
13 7 (7.00%) Systems Analysis
Programming Languages
1 23 (23.00%) SQL
2 6 (6.00%) VBA
3 5 (5.00%) Java
3 5 (5.00%) Python
4 4 (4.00%) C++
5 3 (3.00%) JavaScript
5 3 (3.00%) Scala
5 3 (3.00%) T-SQL
6 2 (2.00%) COBOL
7 1 (1.00%) MATLAB
7 1 (1.00%) Objective-C
7 1 (1.00%) PL/SQL
7 1 (1.00%) R
7 1 (1.00%) Visual J++
Qualifications
1 11 (11.00%) Degree
2 4 (4.00%) CCA
3 2 (2.00%) ISEB
4 1 (1.00%) BPSS Clearance
4 1 (1.00%) MBA
4 1 (1.00%) PhD
4 1 (1.00%) Security Cleared
Quality Assurance & Compliance
1 31 (31.00%) Data Quality
2 3 (3.00%) QA
3 1 (1.00%) Disclosure Scotland
3 1 (1.00%) ISO/IEC 27001
System Software
1 2 (2.00%) Apache Flume
Vendors
1 23 (23.00%) Oracle
2 15 (15.00%) Microsoft
3 13 (13.00%) Netezza
4 11 (11.00%) IBM
5 8 (8.00%) SAP
6 2 (2.00%) Cloudera
7 1 (1.00%) Adobe
7 1 (1.00%) Avaloq
7 1 (1.00%) Informatica
7 1 (1.00%) Misys
7 1 (1.00%) Red Hat
7 1 (1.00%) SunGard
Leeds, West Yorkshire
Integrity IT Solutions
Posted: 12 hours ago