The table below looks at the statistics for Data Modelling skills in IT contracts advertised for the Leeds region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Modelling over the 3 months to 26 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
26 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Rank 74 54 70
Rank change year-on-year
-20 +16
Contract jobs citing Data Modelling 15 36 19
As % of all contract IT jobs located in Leeds 1.37% 2.61% 1.67%
As % of the Processes & Methodologies category 1.62% 3.08% 1.93%
Number of daily rates quoted 12 25 10
Median daily rate £431 £363 £438
Median daily rate % change year-on-year
+18.96% -17.23%
90% offered a daily rate of more than £338 £277 £313
10% offered a daily rate of more than £518 £492 £755
UK excluding London median daily rate £450 £438 £425
% change year-on-year
+2.85% +2.94%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
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 Leeds region.

Processes & Methodologies Category
Leeds
Contract IT job ads with a match in the
Processes & Methodologies category
928 1167 985
As % of all contract IT jobs located in Leeds 84.90% 84.63% 86.78%
Number of daily rates quoted 612 815 690
Median daily rate £400 £400 £375
Median daily rate % change year-on-year
- +6.66%
90% offered a daily rate of more than £300 £300 £265
10% offered a daily rate of more than £550 £575 £560
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+2.00% +0.24%
Number of hourly rates quoted 10 18 11
Median hourly rate £13.50 £16.00 £18.00
Median hourly rate % change year-on-year
-15.62% -11.11%
90% offered a hourly rate of more than £11.61 £10.20 £12.28
10% offered a hourly rate of more than £15.86 £19.38 £25.90
UK excluding London median hourly rate £36.00 £40.00 £28.50
% change year-on-year
-10.00% +40.35%

Data Modelling
Jobs Demand Trend in Leeds

The demand trend of contract jobs across the Leeds 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 Leeds

Data Modelling
Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Modelling across the Leeds region.

Data Modelling Daily Rate Trend in Leeds

Data Modelling
Daily Rate Histogram in Leeds

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Modelling across the Leeds region over the 3 months to 26 February 2017.

Data Modelling Daily Rate Histogram in Leeds

Data Modelling
Hourly Rate Trend in Leeds

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Modelling across the Leeds region.

Data Modelling Hourly Rate Trend in Leeds

Data Modelling
Top 30 Related IT Skills in Leeds

For the 6 months to 26 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 Leeds region with a requirement for Data Modelling.

1 34 (60.71%) SQL
2 26 (46.43%) Business Intelligence
3 22 (39.29%) T-SQL
3 22 (39.29%) SQL Server
3 22 (39.29%) SQL Server Integration Services
4 20 (35.71%) Agile Software Development
4 20 (35.71%) Microsoft
5 18 (32.14%) Finance
6 14 (25.00%) SQL Server Reporting Services
7 11 (19.64%) Data Warehouse
7 11 (19.64%) Data Integration
7 11 (19.64%) Tableau
7 11 (19.64%) Data Quality
7 11 (19.64%) Analytical Skills
8 10 (17.86%) MS Excel
9 9 (16.07%) SQL Server Analysis Services
9 9 (16.07%) Analytics
10 8 (14.29%) SAP
11 7 (12.50%) Project Management
11 7 (12.50%) IBM
11 7 (12.50%) ETL
11 7 (12.50%) Google Analytics
11 7 (12.50%) Google
11 7 (12.50%) Waterfall
12 6 (10.71%) Data Architecture
12 6 (10.71%) Legal
13 5 (8.93%) DB2
13 5 (8.93%) VBA
13 5 (8.93%) Data Cleansing
13 5 (8.93%) Data Analysis

Data Modelling
Top Related IT Skills in Leeds 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 2 (3.57%) Apache
1 2 (3.57%) Confluence
1 2 (3.57%) Tomcat
Applications
1 10 (17.86%) MS Excel
2 2 (3.57%) MS Office
Business Applications
1 3 (5.36%) Dynamics AX
Cloud Services
1 7 (12.50%) Google Analytics
2 3 (5.36%) Amazon AWS
2 3 (5.36%) Microsoft Azure
Communications & Networking
1 1 (1.79%) Internet
1 1 (1.79%) OpenLDAP
Database & Business Intelligence
1 22 (39.29%) SQL Server
1 22 (39.29%) SQL Server Integration Services
2 14 (25.00%) SQL Server Reporting Services
3 11 (19.64%) Data Warehouse
4 9 (16.07%) SQL Server Analysis Services
5 5 (8.93%) DB2
6 4 (7.14%) Big Data
6 4 (7.14%) IBM InfoSphere
6 4 (7.14%) SQL Server 2014
7 2 (3.57%) Data Mining
7 2 (3.57%) MS Access
7 2 (3.57%) QlikView
7 2 (3.57%) SQL Server 2012
8 1 (1.79%) Apache Hive
8 1 (1.79%) DataStage
8 1 (1.79%) Hadoop
8 1 (1.79%) MySQL
8 1 (1.79%) OLAP
8 1 (1.79%) Oracle OLAP
8 1 (1.79%) PostgreSQL
Development Applications
1 2 (3.57%) JIRA
2 1 (1.79%) JMeter
2 1 (1.79%) Team Foundation Server
General
1 18 (32.14%) Finance
2 6 (10.71%) Legal
3 5 (8.93%) Banking
4 3 (5.36%) Retail
4 3 (5.36%) Retail Banking
5 2 (3.57%) Telecoms
Job Titles
1 27 (48.21%) Developer
2 13 (23.21%) SQL Developer
3 11 (19.64%) Analyst
4 10 (17.86%) Architect
5 7 (12.50%) Business Intelligence Developer
5 7 (12.50%) SSIS Developer
6 6 (10.71%) T-SQL Developer
7 5 (8.93%) Data Analyst
8 4 (7.14%) Business Analyst
8 4 (7.14%) Solutions Architect
9 3 (5.36%) Consultant
9 3 (5.36%) Data Architect
9 3 (5.36%) Data Consultant
9 3 (5.36%) Data Quality Consultant
9 3 (5.36%) Dynamics AX Developer
9 3 (5.36%) SAP Consultant
9 3 (5.36%) SAP Data Consultant
9 3 (5.36%) Tableau Developer
9 3 (5.36%) Technical Architect
9 3 (5.36%) Technical Consultant
Libraries, Frameworks & Software Standards
1 3 (5.36%) ActiveX
2 2 (3.57%) ADO
2 2 (3.57%) DAO
3 1 (1.79%) HTML
3 1 (1.79%) LAPP Stack
3 1 (1.79%) XML
Miscellaneous
1 11 (19.64%) Analytical Skills
2 3 (5.36%) Management Information System
3 2 (3.57%) Data Protection Act
3 2 (3.57%) Fintech
3 2 (3.57%) Reference Data
3 2 (3.57%) Replication
3 2 (3.57%) Tandem
3 2 (3.57%) User Experience
3 2 (3.57%) Wiki
4 1 (1.79%) Data Structures
4 1 (1.79%) Mainframe
4 1 (1.79%) Online Banking
Operating Systems
1 2 (3.57%) Linux
Processes & Methodologies
1 26 (46.43%) Business Intelligence
2 20 (35.71%) Agile Software Development
3 11 (19.64%) Data Integration
4 9 (16.07%) Analytics
5 7 (12.50%) ETL
5 7 (12.50%) Project Management
5 7 (12.50%) Waterfall
6 6 (10.71%) Data Architecture
7 5 (8.93%) Data Analysis
7 5 (8.93%) Data Cleansing
7 5 (8.93%) Information Governance
8 4 (7.14%) Business Transformation
8 4 (7.14%) Data Governance
8 4 (7.14%) E-Commerce
8 4 (7.14%) Logical Data Model
8 4 (7.14%) Supplier Management
9 3 (5.36%) Data Visualisation
9 3 (5.36%) Performance Monitoring
9 3 (5.36%) Physical Data Model
9 3 (5.36%) User Stories
Programming Languages
1 34 (60.71%) SQL
2 22 (39.29%) T-SQL
3 5 (8.93%) VBA
4 4 (7.14%) Java
4 4 (7.14%) X++
5 2 (3.57%) JavaScript
5 2 (3.57%) PHP
5 2 (3.57%) PL/SQL
5 2 (3.57%) VB
6 1 (1.79%) COBOL
6 1 (1.79%) Python
6 1 (1.79%) Visual J++
Qualifications
1 2 (3.57%) CCA
1 2 (3.57%) Microsoft Certification
1 2 (3.57%) Security Cleared
2 1 (1.79%) BPSS Clearance
Quality Assurance & Compliance
1 11 (19.64%) Data Quality
2 2 (3.57%) IFRS
2 2 (3.57%) IFRS 9
System Software
1 2 (3.57%) Docker
Systems Management
1 1 (1.79%) Nagios
Vendors
1 20 (35.71%) Microsoft
2 11 (19.64%) Tableau
3 8 (14.29%) SAP
4 7 (12.50%) Google
4 7 (12.50%) IBM
5 4 (7.14%) Cognos
6 3 (5.36%) Oracle
6 3 (5.36%) Splunk
7 2 (3.57%) hybris
7 2 (3.57%) Informatica