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 17 January 2017 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
17 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Yorkshire / West Yorkshire
Rank 56 68 70
Rank change year-on-year
+12 +2
Contract jobs citing Data Modelling 38 43 32
As % of all contract IT jobs located in West Yorkshire 2.61% 2.23% 1.86%
As % of the Processes & Methodologies category 3.11% 2.67% 2.24%
Number of daily rates quoted 29 33 22
Median daily rate £440 £400 £441
Median daily rate % change year-on-year
+10.00% -9.29%
90% offered a daily rate of more than £338 £283 £301
10% offered a daily rate of more than £550 £490 £545
UK excluding London median daily rate £450 £438 £441
% change year-on-year
+2.85% -0.79%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £43.75 £70.00
% change year-on-year
+25.71% -37.50%

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
1221 1612 1427
As % of all contract IT jobs located in West Yorkshire 83.74% 83.44% 83.01%
Number of daily rates quoted 788 1078 1012
Median daily rate £410 £400 £380
Median daily rate % change year-on-year
+2.50% +5.26%
90% offered a daily rate of more than £290 £300 £275
10% offered a daily rate of more than £575 £550 £550
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 35 41 23
Median hourly rate £14.00 £19.50 £16.00
Median hourly rate % change year-on-year
-28.20% +21.87%
90% offered a hourly rate of more than £8.82 £12.32 £11.75
10% offered a hourly rate of more than £23.75 £45.00 £36.00
UK excluding London median hourly rate £34.50 £39.00 £25.50
% change year-on-year
-11.53% +52.94%

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 17 January 2017.

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 17 January 2017. 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 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 +3 33 £440 +17.33% 3
Halifax +8 3 - - 1
Huddersfield - 1 £488 -
Wakefield - 1 £388 -
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 17 January 2017, 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 55 (50.00%) Agile Software Development
2 48 (43.64%) SQL
3 46 (41.82%) Data Warehouse
4 44 (40.00%) ETL
5 40 (36.36%) Oracle
6 36 (32.73%) Business Intelligence
7 30 (27.27%) SQL Server
8 29 (26.36%) RAD
8 29 (26.36%) Finance
8 29 (26.36%) Netezza
8 29 (26.36%) Dimensional Modelling
8 29 (26.36%) Oracle ODI
9 27 (24.55%) Microsoft
10 24 (21.82%) SQL Server Integration Services
11 23 (20.91%) T-SQL
12 19 (17.27%) SQL Server Reporting Services
13 15 (13.64%) Data Quality
14 14 (12.73%) Analytics
14 14 (12.73%) Logical Data Model
15 13 (11.82%) Analytical Skills
15 13 (11.82%) Data Integration
16 11 (10.00%) Tableau
16 11 (10.00%) Banking
16 11 (10.00%) Data Management
16 11 (10.00%) Data Analysis
16 11 (10.00%) SAP
16 11 (10.00%) MS Excel
17 9 (8.18%) Waterfall
17 9 (8.18%) Data Architecture
17 9 (8.18%) SQL Server Analysis Services

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%) Oracle SOA Suite
2 2 (1.82%) Apache
2 2 (1.82%) Tomcat
3 1 (0.91%) Apache Spark
3 1 (0.91%) Confluence
Applications
1 11 (10.00%) MS Excel
2 5 (4.55%) MS Office
3 3 (2.73%) MS Visio
Business Applications
1 3 (2.73%) Dynamics AX
2 1 (0.91%) Temenos T24
Cloud Services
1 7 (6.36%) Google Analytics
2 4 (3.64%) Amazon AWS
3 3 (2.73%) IaaS
3 3 (2.73%) Microsoft Azure
3 3 (2.73%) PaaS
3 3 (2.73%) SaaS
Communications & Networking
1 2 (1.82%) Internet
2 1 (0.91%) OpenLDAP
Database & Business Intelligence
1 46 (41.82%) Data Warehouse
2 30 (27.27%) SQL Server
3 29 (26.36%) Oracle ODI
4 24 (21.82%) SQL Server Integration Services
5 19 (17.27%) SQL Server Reporting Services
6 9 (8.18%) SQL Server Analysis Services
7 8 (7.27%) Big Data
8 6 (5.45%) DB2
9 5 (4.55%) Hadoop
10 4 (3.64%) Data Mining
10 4 (3.64%) IBM InfoSphere
10 4 (3.64%) NoSQL
10 4 (3.64%) PostgreSQL
10 4 (3.64%) SQL Server 2014
11 3 (2.73%) BusinessObjects
11 3 (2.73%) MongoDB
11 3 (2.73%) QlikView
11 3 (2.73%) Relational Database
11 3 (2.73%) SQL Server 2012
12 2 (1.82%) Apache Hive
Development Applications
1 1 (0.91%) JIRA
1 1 (0.91%) JMeter
1 1 (0.91%) Team Foundation Server
General
1 29 (26.36%) Finance
2 11 (10.00%) Banking
3 6 (5.45%) Legal
3 6 (5.45%) Retail
3 6 (5.45%) Retail Banking
4 1 (0.91%) Telecoms
Job Titles
1 50 (45.45%) Developer
2 27 (24.55%) Analyst
3 22 (20.00%) ETL Developer
4 21 (19.09%) Designer
4 21 (19.09%) ETL Designer
4 21 (19.09%) Oracle Developer
4 21 (19.09%) Oracle ETL Developer
5 15 (13.64%) Architect
6 14 (12.73%) SQL Developer
7 9 (8.18%) Business Analyst
8 8 (7.27%) Data Architect
8 8 (7.27%) ETL Tester
8 8 (7.27%) SSIS Developer
8 8 (7.27%) Tester
9 7 (6.36%) Business Intelligence Developer
9 7 (6.36%) Systems Analyst
9 7 (6.36%) T-SQL Developer
10 6 (5.45%) Data Analyst
11 4 (3.64%) Business Intelligence Analyst
11 4 (3.64%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 3 (2.73%) ActiveX
1 3 (2.73%) Web Services
2 2 (1.82%) ADO
2 2 (1.82%) DAO
2 2 (1.82%) HTML
2 2 (1.82%) XML
3 1 (0.91%) Cascading
3 1 (0.91%) LAPP Stack
3 1 (0.91%) RESTful
Miscellaneous
1 13 (11.82%) Analytical Skills
1 13 (11.82%) Data Integration
2 6 (5.45%) Management Information System
3 5 (4.55%) Mainframe
4 3 (2.73%) Enterprise Storage
4 3 (2.73%) Hybrid Cloud
4 3 (2.73%) Visualisation
5 2 (1.82%) Data Protection Act
5 2 (1.82%) Fintech
5 2 (1.82%) Online Banking
5 2 (1.82%) Reference Data
5 2 (1.82%) Replication
5 2 (1.82%) Tandem
6 1 (0.91%) Computer Science
6 1 (0.91%) Mathematics
6 1 (0.91%) Neural Network
6 1 (0.91%) Physics
6 1 (0.91%) Social Network
6 1 (0.91%) Statistics
6 1 (0.91%) Wiki
Operating Systems
1 2 (1.82%) Linux
Processes & Methodologies
1 55 (50.00%) Agile Software Development
2 44 (40.00%) ETL
3 36 (32.73%) Business Intelligence
4 29 (26.36%) Dimensional Modelling
4 29 (26.36%) RAD
5 14 (12.73%) Analytics
5 14 (12.73%) Logical Data Model
6 11 (10.00%) Data Analysis
6 11 (10.00%) Data Management
7 9 (8.18%) Data Architecture
7 9 (8.18%) Waterfall
8 8 (7.27%) BPMN
8 8 (7.27%) Data Governance
8 8 (7.27%) Data Mapping
8 8 (7.27%) Project Management
8 8 (7.27%) Stakeholder Management
9 7 (6.36%) Physical Data Model
9 7 (6.36%) Systems Analysis
10 6 (5.45%) Data Cleansing
11 5 (4.55%) Information Governance
Programming Languages
1 48 (43.64%) SQL
2 23 (20.91%) T-SQL
3 6 (5.45%) Java
4 5 (4.55%) VBA
5 4 (3.64%) X++
6 2 (1.82%) COBOL
6 2 (1.82%) JavaScript
6 2 (1.82%) PHP
6 2 (1.82%) PL/SQL
6 2 (1.82%) Python
6 2 (1.82%) VB
6 2 (1.82%) Visual J++
7 1 (0.91%) C++
7 1 (0.91%) MATLAB
7 1 (0.91%) R
7 1 (0.91%) Scala
Qualifications
1 2 (1.82%) CCA
1 2 (1.82%) Microsoft Certification
1 2 (1.82%) Security Cleared
2 1 (0.91%) BPSS Clearance
2 1 (0.91%) Degree
2 1 (0.91%) PhD
Quality Assurance & Compliance
1 15 (13.64%) Data Quality
System Software
1 2 (1.82%) Docker
Systems Management
1 1 (0.91%) Nagios
Vendors
1 40 (36.36%) Oracle
2 29 (26.36%) Netezza
3 27 (24.55%) Microsoft
4 11 (10.00%) SAP
4 11 (10.00%) Tableau
5 7 (6.36%) Google
5 7 (6.36%) IBM
6 4 (3.64%) Cognos
7 3 (2.73%) Splunk
8 2 (1.82%) Informatica
9 1 (0.91%) Avaloq
9 1 (0.91%) hybris
9 1 (0.91%) Misys
9 1 (0.91%) SunGard
9 1 (0.91%) Sybase