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 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
Rank 53 56 64
Rank change year-on-year
+3 +8
Contract jobs citing Data Modelling 33 33 20
As % of all contract IT jobs located in Leeds 2.96% 2.32% 1.81%
As % of the Processes & Methodologies category 3.50% 2.71% 2.10%
Number of daily rates quoted 27 26 13
Median daily rate £440 £375 £441
Median daily rate % change year-on-year
+17.33% -14.96%
90% offered a daily rate of more than £338 £278 £305
10% offered a daily rate of more than £550 £475 £710
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 Leeds region.

Processes & Methodologies Category
Leeds
Contract IT job ads with a match in the
Processes & Methodologies category
944 1219 954
As % of all contract IT jobs located in Leeds 84.59% 85.54% 86.10%
Number of daily rates quoted 610 828 696
Median daily rate £413 £400 £375
Median daily rate % change year-on-year
+3.12% +6.66%
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £575 £560 £560
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 15 23 8
Median hourly rate £13.00 £15.50 £16.00
Median hourly rate % change year-on-year
-16.12% -3.12%
90% offered a hourly rate of more than £11.77 £10.36 £11.75
10% offered a hourly rate of more than £15.86 £45.10 £29.30
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 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 17 January 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 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 Leeds region with a requirement for Data Modelling.

1 41 (59.42%) SQL
2 28 (40.58%) Business Intelligence
3 26 (37.68%) Finance
4 24 (34.78%) SQL Server
5 22 (31.88%) T-SQL
5 22 (31.88%) Agile Software Development
5 22 (31.88%) SQL Server Integration Services
6 20 (28.99%) Microsoft
7 15 (21.74%) SQL Server Reporting Services
8 14 (20.29%) Data Quality
9 13 (18.84%) Analytical Skills
9 13 (18.84%) Data Warehouse
10 12 (17.39%) Data Integration
11 11 (15.94%) Tableau
11 11 (15.94%) Analytics
11 11 (15.94%) Data Analysis
11 11 (15.94%) Banking
12 10 (14.49%) MS Excel
13 9 (13.04%) SAP
13 9 (13.04%) Waterfall
13 9 (13.04%) SQL Server Analysis Services
13 9 (13.04%) Logical Data Model
14 8 (11.59%) Data Architecture
14 8 (11.59%) ETL
14 8 (11.59%) Oracle
15 7 (10.14%) IBM
15 7 (10.14%) Project Management
15 7 (10.14%) Google
15 7 (10.14%) Google Analytics
15 7 (10.14%) Data Governance

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 (2.90%) Apache
1 2 (2.90%) Tomcat
2 1 (1.45%) Apache Spark
2 1 (1.45%) Confluence
Applications
1 10 (14.49%) MS Excel
2 2 (2.90%) MS Office
Business Applications
1 3 (4.35%) Dynamics AX
2 1 (1.45%) Temenos T24
Cloud Services
1 7 (10.14%) Google Analytics
2 4 (5.80%) Amazon AWS
3 3 (4.35%) Microsoft Azure
Communications & Networking
1 2 (2.90%) Internet
2 1 (1.45%) OpenLDAP
Database & Business Intelligence
1 24 (34.78%) SQL Server
2 22 (31.88%) SQL Server Integration Services
3 15 (21.74%) SQL Server Reporting Services
4 13 (18.84%) Data Warehouse
5 9 (13.04%) SQL Server Analysis Services
6 6 (8.70%) DB2
7 5 (7.25%) Big Data
8 4 (5.80%) IBM InfoSphere
8 4 (5.80%) SQL Server 2014
9 3 (4.35%) Data Mining
9 3 (4.35%) Relational Database
10 2 (2.90%) Apache Hive
10 2 (2.90%) Hadoop
10 2 (2.90%) MS Access
10 2 (2.90%) MySQL
10 2 (2.90%) RDBMS
10 2 (2.90%) SQL Server 2012
11 1 (1.45%) Amazon Redshift
11 1 (1.45%) Oracle Database
11 1 (1.45%) Oracle Database 12c
Development Applications
1 1 (1.45%) JIRA
1 1 (1.45%) JMeter
1 1 (1.45%) Team Foundation Server
General
1 26 (37.68%) Finance
2 11 (15.94%) Banking
3 6 (8.70%) Legal
3 6 (8.70%) Retail
3 6 (8.70%) Retail Banking
4 1 (1.45%) Telecoms
Job Titles
1 28 (40.58%) Developer
2 21 (30.43%) Analyst
3 13 (18.84%) SQL Developer
4 11 (15.94%) Architect
5 8 (11.59%) Business Analyst
6 7 (10.14%) Business Intelligence Developer
6 7 (10.14%) SSIS Developer
7 6 (8.70%) Data Analyst
7 6 (8.70%) T-SQL Developer
8 5 (7.25%) Systems Analyst
9 4 (5.80%) Data Architect
9 4 (5.80%) Senior Analyst
9 4 (5.80%) Solutions Architect
10 3 (4.35%) Consultant
10 3 (4.35%) Data Consultant
10 3 (4.35%) Data Quality Analyst
10 3 (4.35%) Dynamics AX Developer
10 3 (4.35%) SAP Consultant
10 3 (4.35%) Senior Business Analyst
10 3 (4.35%) Technical Consultant
Libraries, Frameworks & Software Standards
1 3 (4.35%) ActiveX
2 2 (2.90%) ADO
2 2 (2.90%) DAO
2 2 (2.90%) HTML
2 2 (2.90%) XML
3 1 (1.45%) Cascading
3 1 (1.45%) LAPP Stack
3 1 (1.45%) RESTful
Miscellaneous
1 13 (18.84%) Analytical Skills
2 12 (17.39%) Data Integration
3 5 (7.25%) Mainframe
4 3 (4.35%) Management Information System
4 3 (4.35%) Visualisation
5 2 (2.90%) Data Protection Act
5 2 (2.90%) Fintech
5 2 (2.90%) Online Banking
5 2 (2.90%) Reference Data
5 2 (2.90%) Replication
5 2 (2.90%) Tandem
6 1 (1.45%) Computer Science
6 1 (1.45%) Data Structures
6 1 (1.45%) Mathematics
6 1 (1.45%) Neural Network
6 1 (1.45%) Physics
6 1 (1.45%) Social Network
6 1 (1.45%) Statistics
6 1 (1.45%) User Experience
6 1 (1.45%) Wiki
Operating Systems
1 2 (2.90%) Linux
Processes & Methodologies
1 28 (40.58%) Business Intelligence
2 22 (31.88%) Agile Software Development
3 11 (15.94%) Analytics
3 11 (15.94%) Data Analysis
4 9 (13.04%) Logical Data Model
4 9 (13.04%) Waterfall
5 8 (11.59%) Data Architecture
5 8 (11.59%) ETL
6 7 (10.14%) Data Governance
6 7 (10.14%) Project Management
7 6 (8.70%) Data Cleansing
8 5 (7.25%) BPMN
8 5 (7.25%) Data Management
8 5 (7.25%) Data Mapping
8 5 (7.25%) Feasibility Study
8 5 (7.25%) Information Governance
8 5 (7.25%) Stakeholder Management
8 5 (7.25%) Systems Analysis
9 4 (5.80%) Requirements Management
9 4 (5.80%) Supplier Management
Programming Languages
1 41 (59.42%) SQL
2 22 (31.88%) T-SQL
3 6 (8.70%) Java
4 5 (7.25%) VBA
5 4 (5.80%) X++
6 2 (2.90%) COBOL
6 2 (2.90%) JavaScript
6 2 (2.90%) PHP
6 2 (2.90%) PL/SQL
6 2 (2.90%) Python
6 2 (2.90%) VB
6 2 (2.90%) Visual J++
7 1 (1.45%) C++
7 1 (1.45%) MATLAB
7 1 (1.45%) R
7 1 (1.45%) Scala
Qualifications
1 2 (2.90%) CCA
1 2 (2.90%) Microsoft Certification
1 2 (2.90%) Security Cleared
2 1 (1.45%) BPSS Clearance
2 1 (1.45%) Degree
2 1 (1.45%) PhD
Quality Assurance & Compliance
1 14 (20.29%) Data Quality
System Software
1 2 (2.90%) Docker
Systems Management
1 1 (1.45%) Nagios
Vendors
1 20 (28.99%) Microsoft
2 11 (15.94%) Tableau
3 9 (13.04%) SAP
4 8 (11.59%) Oracle
5 7 (10.14%) Google
5 7 (10.14%) IBM
6 4 (5.80%) Cognos
7 3 (4.35%) Splunk
8 2 (2.90%) Informatica
9 1 (1.45%) Avaloq
9 1 (1.45%) hybris
9 1 (1.45%) Misys
9 1 (1.45%) SunGard
9 1 (1.45%) Sybase