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 27 February 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
27 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Yorkshire / West Yorkshire
Rank 80 71 68
Rank change year-on-year
-9 -3
Contract jobs citing Data Modelling 20 42 35
As % of all contract IT jobs located in West Yorkshire 1.37% 2.21% 2.03%
As % of the Processes & Methodologies category 1.64% 2.68% 2.40%
Number of daily rates quoted 13 29 22
Median daily rate £400 £361 £425
Median daily rate % change year-on-year
+10.72% -15.00%
90% offered a daily rate of more than £338 £275 £313
10% offered a daily rate of more than £516 £482 £590
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 1 0 0
Median hourly rate £34.24 - -
UK excluding London median hourly rate £42.50 £43.75 £49.50
% change year-on-year
-2.85% -11.61%

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
1223 1566 1459
As % of all contract IT jobs located in West Yorkshire 83.94% 82.29% 84.63%
Number of daily rates quoted 805 1081 991
Median daily rate £410 £400 £388
Median daily rate % change year-on-year
+2.50% +3.22%
90% offered a daily rate of more than £300 £300 £268
10% offered a daily rate of more than £550 £550 £510
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+1.87% +0.29%
Number of hourly rates quoted 24 36 35
Median hourly rate £13.50 £17.25 £18.00
Median hourly rate % change year-on-year
-21.73% -4.16%
90% offered a hourly rate of more than £8.82 £12.07 £11.44
10% offered a hourly rate of more than £27.31 £21.00 £36.00
UK excluding London median hourly rate £36.00 £40.00 £29.00
% change year-on-year
-10.00% +37.93%

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 27 February 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 27 February 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 -19 15 £431 +18.96% 8
Halifax +6 3 - - 1
Bradford +7 1 - - 3
Wakefield - 1 £388 -
Data Modelling
Yorkshire

Data Modelling
Top 30 Related IT Skills in West Yorkshire

For the 6 months to 27 February 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 40 (54.79%) SQL
2 34 (46.58%) Business Intelligence
3 31 (42.47%) Agile Software Development
4 28 (38.36%) SQL Server
5 26 (35.62%) Microsoft
6 24 (32.88%) Data Warehouse
7 23 (31.51%) T-SQL
7 23 (31.51%) SQL Server Integration Services
8 21 (28.77%) ETL
9 20 (27.40%) Finance
10 17 (23.29%) SQL Server Reporting Services
11 14 (19.18%) Oracle
12 12 (16.44%) Data Integration
12 12 (16.44%) Data Quality
12 12 (16.44%) Analytics
12 12 (16.44%) Analytical Skills
13 11 (15.07%) Tableau
13 11 (15.07%) MS Excel
14 10 (13.70%) SAP
15 9 (12.33%) Data Management
15 9 (12.33%) SQL Server Analysis Services
16 8 (10.96%) Dimensional Modelling
16 8 (10.96%) Oracle ODI
16 8 (10.96%) Netezza
16 8 (10.96%) RAD
17 7 (9.59%) Management Information System
17 7 (9.59%) Project Management
17 7 (9.59%) IBM
17 7 (9.59%) Google
17 7 (9.59%) Logical Data Model

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 (4.11%) Oracle SOA Suite
2 2 (2.74%) Apache
2 2 (2.74%) Confluence
2 2 (2.74%) Tomcat
Applications
1 11 (15.07%) MS Excel
2 5 (6.85%) MS Office
3 3 (4.11%) MS Visio
Business Applications
1 3 (4.11%) Dynamics AX
Cloud Services
1 7 (9.59%) Google Analytics
2 3 (4.11%) Amazon AWS
2 3 (4.11%) IaaS
2 3 (4.11%) Microsoft Azure
2 3 (4.11%) PaaS
2 3 (4.11%) SaaS
Communications & Networking
1 1 (1.37%) Internet
1 1 (1.37%) OpenLDAP
Database & Business Intelligence
1 28 (38.36%) SQL Server
2 24 (32.88%) Data Warehouse
3 23 (31.51%) SQL Server Integration Services
4 17 (23.29%) SQL Server Reporting Services
5 9 (12.33%) SQL Server Analysis Services
6 8 (10.96%) Oracle ODI
7 7 (9.59%) Big Data
8 5 (6.85%) DB2
8 5 (6.85%) QlikView
9 4 (5.48%) Hadoop
9 4 (5.48%) IBM InfoSphere
9 4 (5.48%) PostgreSQL
9 4 (5.48%) SQL Server 2014
10 3 (4.11%) BusinessObjects
10 3 (4.11%) MongoDB
10 3 (4.11%) NoSQL
10 3 (4.11%) SQL Server 2012
11 2 (2.74%) Data Mining
11 2 (2.74%) MS Access
12 1 (1.37%) Oracle OLAP
Development Applications
1 2 (2.74%) JIRA
2 1 (1.37%) JMeter
2 1 (1.37%) Team Foundation Server
General
1 20 (27.40%) Finance
2 6 (8.22%) Legal
3 5 (6.85%) Banking
4 3 (4.11%) Retail
4 3 (4.11%) Retail Banking
5 2 (2.74%) Telecoms
Job Titles
1 36 (49.32%) Developer
2 14 (19.18%) Architect
2 14 (19.18%) SQL Developer
3 13 (17.81%) Analyst
4 9 (12.33%) ETL Developer
5 8 (10.96%) Designer
5 8 (10.96%) ETL Designer
5 8 (10.96%) Oracle Developer
5 8 (10.96%) Oracle ETL Developer
5 8 (10.96%) SSIS Developer
6 7 (9.59%) Business Intelligence Developer
6 7 (9.59%) Data Architect
6 7 (9.59%) T-SQL Developer
7 5 (6.85%) Data Analyst
8 4 (5.48%) Business Analyst
8 4 (5.48%) Enterprise Architect
8 4 (5.48%) Enterprise Data Architect
8 4 (5.48%) Solutions Architect
9 3 (4.11%) SAP Technical Consultant
9 3 (4.11%) Tableau Developer
Libraries, Frameworks & Software Standards
1 3 (4.11%) ActiveX
1 3 (4.11%) Web Services
2 2 (2.74%) ADO
2 2 (2.74%) DAO
3 1 (1.37%) HTML
3 1 (1.37%) LAPP Stack
3 1 (1.37%) XML
Miscellaneous
1 12 (16.44%) Analytical Skills
2 7 (9.59%) Management Information System
3 3 (4.11%) Enterprise Storage
3 3 (4.11%) Hybrid Cloud
4 2 (2.74%) Data Protection Act
4 2 (2.74%) Fintech
4 2 (2.74%) Reference Data
4 2 (2.74%) Replication
4 2 (2.74%) Tandem
4 2 (2.74%) User Experience
4 2 (2.74%) Wiki
5 1 (1.37%) Data Structures
5 1 (1.37%) Mainframe
5 1 (1.37%) NHS
5 1 (1.37%) Online Banking
Operating Systems
1 2 (2.74%) Linux
Processes & Methodologies
1 34 (46.58%) Business Intelligence
2 31 (42.47%) Agile Software Development
3 21 (28.77%) ETL
4 12 (16.44%) Analytics
4 12 (16.44%) Data Integration
5 9 (12.33%) Data Management
6 8 (10.96%) Dimensional Modelling
6 8 (10.96%) RAD
7 7 (9.59%) Data Architecture
7 7 (9.59%) Logical Data Model
7 7 (9.59%) Project Management
7 7 (9.59%) Waterfall
8 6 (8.22%) Physical Data Model
9 5 (6.85%) Data Analysis
9 5 (6.85%) Data Cleansing
9 5 (6.85%) Data Governance
9 5 (6.85%) Data Mapping
9 5 (6.85%) Information Governance
10 4 (5.48%) Data Security
10 4 (5.48%) Supplier Management
Programming Languages
1 40 (54.79%) SQL
2 23 (31.51%) T-SQL
3 5 (6.85%) VBA
4 4 (5.48%) Java
4 4 (5.48%) X++
5 2 (2.74%) JavaScript
5 2 (2.74%) PHP
5 2 (2.74%) PL/SQL
5 2 (2.74%) VB
6 1 (1.37%) COBOL
6 1 (1.37%) Python
6 1 (1.37%) Visual J++
Qualifications
1 2 (2.74%) CCA
1 2 (2.74%) Microsoft Certification
1 2 (2.74%) Security Cleared
2 1 (1.37%) BPSS Clearance
2 1 (1.37%) Degree
Quality Assurance & Compliance
1 12 (16.44%) Data Quality
2 2 (2.74%) IFRS
2 2 (2.74%) IFRS 9
System Software
1 2 (2.74%) Docker
Systems Management
1 1 (1.37%) Nagios
Vendors
1 26 (35.62%) Microsoft
2 14 (19.18%) Oracle
3 11 (15.07%) Tableau
4 10 (13.70%) SAP
5 8 (10.96%) Netezza
6 7 (9.59%) Google
6 7 (9.59%) IBM
7 4 (5.48%) Cognos
8 3 (4.11%) Splunk
9 2 (2.74%) hybris
9 2 (2.74%) Informatica
Bradford, West Yorkshire
Rullion
Posted: 2 days ago