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 10 December 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
10 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 48 53 81
Rank change year-on-year
+5 +28
Contract jobs citing Data Modelling 52 72 31
As % of all contract IT jobs located in West Yorkshire 3.41% 3.28% 1.67%
As % of the Processes & Methodologies category 4.08% 3.85% 2.09%
Number of daily rates quoted 38 59 19
Median daily rate £445 £425 £350
Median daily rate % change year-on-year
+4.70% +21.42%
90% offered a daily rate of more than £338 £350 £263
10% offered a daily rate of more than £550 £520 £505
UK excluding London median daily rate £450 £425 £428
% change year-on-year
+5.88% -0.58%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £55.00 £21.00 £74.50
% change year-on-year
+161.90% -71.81%
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
1273 1868 1485
As % of all contract IT jobs located in West Yorkshire 83.59% 85.06% 80.05%
Number of daily rates quoted 838 1248 994
Median daily rate £420 £405 £375
Median daily rate % change year-on-year
+3.70% +8.00%
90% offered a daily rate of more than £295 £290 £275
10% offered a daily rate of more than £550 £550 £550
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 41 53 23
Median hourly rate £14.50 £15.50 £16.00
Median hourly rate % change year-on-year
-6.45% -3.12%
90% offered a hourly rate of more than £9.02 £11.67 £9.70
10% offered a hourly rate of more than £29.85 £45.40 £31.80
UK excluding London median hourly rate £30.00 £34.00 £25.00
% change year-on-year
-11.76% +36.00%

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 10 December 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 10 December 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 +8 43 £425 - 9
Bradford +7 4 - -
Huddersfield - 1 £488 -
Wakefield - 1 £388 -
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 10 December 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 52 (45.22%) Agile Software Development
2 48 (41.74%) SQL
3 47 (40.87%) Data Warehouse
4 42 (36.52%) ETL
5 39 (33.91%) Oracle
6 35 (30.43%) Business Intelligence
7 34 (29.57%) Finance
8 31 (26.96%) Netezza
8 31 (26.96%) RAD
8 31 (26.96%) Dimensional Modelling
8 31 (26.96%) Oracle ODI
9 27 (23.48%) SQL Server
10 26 (22.61%) Microsoft
10 26 (22.61%) SQL Server Integration Services
11 23 (20.00%) T-SQL
12 21 (18.26%) SQL Server Reporting Services
13 18 (15.65%) Data Quality
14 17 (14.78%) Data Integration
15 13 (11.30%) Analytical Skills
15 13 (11.30%) Logical Data Model
16 12 (10.43%) Data Governance
16 12 (10.43%) Banking
17 11 (9.57%) Data Analysis
17 11 (9.57%) SAP
17 11 (9.57%) MS Excel
17 11 (9.57%) Tableau
17 11 (9.57%) Data Architecture
17 11 (9.57%) Analytics
18 10 (8.70%) Data Management
18 10 (8.70%) Stakeholder Management

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 (2.61%) Apache Spark
2 1 (0.87%) Apache
2 1 (0.87%) Tomcat
Applications
1 11 (9.57%) MS Excel
2 2 (1.74%) MS Office
Business Applications
1 3 (2.61%) Dynamics AX
2 1 (0.87%) Temenos T24
Cloud Services
1 7 (6.09%) Google Analytics
2 4 (3.48%) Amazon AWS
3 3 (2.61%) Microsoft Azure
Communications & Networking
1 2 (1.74%) Internet
2 1 (0.87%) OpenLDAP
Database & Business Intelligence
1 47 (40.87%) Data Warehouse
2 31 (26.96%) Oracle ODI
3 27 (23.48%) SQL Server
4 26 (22.61%) SQL Server Integration Services
5 21 (18.26%) SQL Server Reporting Services
6 9 (7.83%) SQL Server Analysis Services
7 7 (6.09%) DB2
8 6 (5.22%) Big Data
8 6 (5.22%) Data Mining
9 4 (3.48%) Hadoop
9 4 (3.48%) IBM InfoSphere
9 4 (3.48%) MySQL
9 4 (3.48%) NoSQL
9 4 (3.48%) SQL Server 2014
10 3 (2.61%) Relational Database
10 3 (2.61%) SQL Server 2012
11 2 (1.74%) Apache Hive
11 2 (1.74%) MS Access
11 2 (1.74%) RDBMS
12 1 (0.87%) Oracle BI EE
Development Applications
1 1 (0.87%) JMeter
1 1 (0.87%) Team Foundation Server
General
1 34 (29.57%) Finance
2 12 (10.43%) Banking
3 7 (6.09%) Retail
3 7 (6.09%) Retail Banking
4 6 (5.22%) Legal
Job Titles
1 55 (47.83%) Developer
2 28 (24.35%) Analyst
3 23 (20.00%) ETL Developer
4 22 (19.13%) Designer
4 22 (19.13%) ETL Designer
4 22 (19.13%) Oracle Developer
4 22 (19.13%) Oracle ETL Developer
5 14 (12.17%) SQL Developer
6 13 (11.30%) Architect
7 9 (7.83%) Business Intelligence Developer
7 9 (7.83%) ETL Tester
7 9 (7.83%) Systems Analyst
7 9 (7.83%) Tester
8 8 (6.96%) Business Analyst
8 8 (6.96%) SSIS Developer
9 7 (6.09%) Data Architect
9 7 (6.09%) T-SQL Developer
10 6 (5.22%) Data Analyst
11 4 (3.48%) Business Intelligence Analyst
11 4 (3.48%) Data Quality Analyst
Libraries, Frameworks & Software Standards
1 3 (2.61%) ActiveX
2 2 (1.74%) ADO
2 2 (1.74%) DAO
2 2 (1.74%) HTML
2 2 (1.74%) Node.js
2 2 (1.74%) XML
3 1 (0.87%) Cascading
3 1 (0.87%) LAPP Stack
3 1 (0.87%) RESTful
Miscellaneous
1 17 (14.78%) Data Integration
2 13 (11.30%) Analytical Skills
3 6 (5.22%) Mainframe
4 3 (2.61%) Management Information System
4 3 (2.61%) Visualisation
5 2 (1.74%) Data Protection Act
5 2 (1.74%) Fintech
5 2 (1.74%) Online Banking
5 2 (1.74%) Replication
5 2 (1.74%) Tandem
6 1 (0.87%) Algorithms
6 1 (0.87%) Computer Science
6 1 (0.87%) Enterprise Software
6 1 (0.87%) Mathematics
6 1 (0.87%) Neural Network
6 1 (0.87%) Physics
6 1 (0.87%) Reference Data
6 1 (0.87%) Social Network
6 1 (0.87%) Statistics
Operating Systems
1 1 (0.87%) Linux
Processes & Methodologies
1 52 (45.22%) Agile Software Development
2 42 (36.52%) ETL
3 35 (30.43%) Business Intelligence
4 31 (26.96%) Dimensional Modelling
4 31 (26.96%) RAD
5 13 (11.30%) Logical Data Model
6 12 (10.43%) Data Governance
7 11 (9.57%) Analytics
7 11 (9.57%) Data Analysis
7 11 (9.57%) Data Architecture
8 10 (8.70%) Data Management
8 10 (8.70%) Stakeholder Management
9 9 (7.83%) Waterfall
10 8 (6.96%) Project Management
11 7 (6.09%) Data Cleansing
11 7 (6.09%) Data Mapping
11 7 (6.09%) Systems Analysis
12 6 (5.22%) Feasibility Study
13 5 (4.35%) BPMN
13 5 (4.35%) Information Governance
Programming Languages
1 48 (41.74%) SQL
2 23 (20.00%) T-SQL
3 7 (6.09%) Java
4 5 (4.35%) VBA
5 4 (3.48%) Python
5 4 (3.48%) X++
6 3 (2.61%) COBOL
6 3 (2.61%) Scala
7 2 (1.74%) JavaScript
7 2 (1.74%) PHP
7 2 (1.74%) PL/SQL
7 2 (1.74%) VB
7 2 (1.74%) Visual J++
8 1 (0.87%) C++
8 1 (0.87%) MATLAB
8 1 (0.87%) R
Qualifications
1 2 (1.74%) CCA
1 2 (1.74%) Microsoft Certification
1 2 (1.74%) Security Cleared
2 1 (0.87%) BPSS Clearance
2 1 (0.87%) Degree
2 1 (0.87%) PhD
Quality Assurance & Compliance
1 18 (15.65%) Data Quality
System Software
1 2 (1.74%) Apache Flume
1 2 (1.74%) Docker
Systems Management
1 1 (0.87%) Nagios
Vendors
1 39 (33.91%) Oracle
2 31 (26.96%) Netezza
3 26 (22.61%) Microsoft
4 11 (9.57%) SAP
4 11 (9.57%) Tableau
5 7 (6.09%) Google
5 7 (6.09%) IBM
6 4 (3.48%) Cognos
7 3 (2.61%) Splunk
8 2 (1.74%) Cloudera
8 2 (1.74%) Informatica
9 1 (0.87%) Avaloq
9 1 (0.87%) Misys
9 1 (0.87%) SunGard
9 1 (0.87%) Sybase
Halifax, West Yorkshire
4it Recruitment Ltd
Rate: Unspecified Market Rates
Posted: Yesterday
Leeds, West Yorkshire
Hotfoot Recruitment
Rate: Up to £425 per day
Posted: Yesterday
Leeds, United Kingdom
NHS Digital
Rate: £40,028 - £48,034
Posted: 11 days ago