The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 28 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 May 2016
Same period 2015 Same period 2014
Data Modelling
Rank 106 130 152
Rank change year-on-year
+24 +22
Permanent jobs citing Data Modelling 66 42 41
As % of all permanent IT jobs located in Leeds 2.19% 1.28% 1.11%
As % of the Processes & Methodologies category 2.41% 1.45% 1.24%
Number of salaries quoted 45 28 40
Median salary £50,000 £45,000 £42,500
Median salary % change year-on-year
+11.11% +5.88%
90% offered a salary of more than £40,000 £34,550 £32,500
10% offered a salary of more than £67,500 £55,000 £60,000
UK excluding London median salary £47,500 £45,500 £45,000
% change year-on-year
+4.39% +1.11%
Data Modelling
West Yorkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Leeds region.

Processes & Methodologies Category
Leeds
Permanent IT job ads with a match in the
Processes & Methodologies category
2743 2901 3294
As % of all permanent IT jobs located in Leeds 91.19% 88.74% 88.98%
Number of salaries quoted 2200 2241 2663
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Modelling
Jobs Demand Trend in Leeds

The demand trend of job ads across the Leeds region citing Data Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Modelling Jobs Demand Trend in Leeds

Data Modelling
Salary Trend in Leeds

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

Data Modelling Salary Trend in Leeds

Data Modelling
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Data Modelling across the Leeds region over the 3 months to 28 May 2016.

Data Modelling Salary Histogram in Leeds

Data Modelling
Top 30 Related IT Skills in Leeds

For the 6 months to 28 May 2016, IT 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 job ads across the Leeds region with a requirement for Data Modelling.

1 74 (53.24%) Business Intelligence
2 72 (51.80%) SQL
3 55 (39.57%) Data Warehouse
4 47 (33.81%) SQL Server
5 45 (32.37%) Agile Software Development
6 43 (30.94%) Microsoft
7 40 (28.78%) ETL
8 39 (28.06%) SQL Server Reporting Services
9 38 (27.34%) SQL Server Integration Services
10 35 (25.18%) Finance
10 35 (25.18%) Oracle
11 33 (23.74%) SDLC
12 32 (23.02%) Stakeholder Management
13 30 (21.58%) SQL Server Analysis Services
14 29 (20.86%) MS Office
14 29 (20.86%) Software Delivery
15 28 (20.14%) Analytical Skills
16 27 (19.42%) Project Management
17 25 (17.99%) Visualisation
17 25 (17.99%) Data Visualisation
18 24 (17.27%) Confluence
18 24 (17.27%) Balsamiq Mockups
18 24 (17.27%) User Acceptance Testing
18 24 (17.27%) BPMN
18 24 (17.27%) Requirements Analysis
18 24 (17.27%) JIRA
18 24 (17.27%) UML
18 24 (17.27%) Presales
19 23 (16.55%) Data Quality
20 22 (15.83%) MySQL

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 24 (17.27%) Confluence
2 11 (7.91%) SAS
3 7 (5.04%) Apache Spark
4 5 (3.60%) ArcGIS
5 4 (2.88%) Apache Pig
5 4 (2.88%) OpenEdge
6 3 (2.16%) Node.js
6 3 (2.16%) SharePoint
Applications
1 29 (20.86%) MS Office
2 8 (5.76%) MS Excel
3 7 (5.04%) MS Visio
3 7 (5.04%) SPSS
Cloud Services
1 1 (0.72%) Amazon AWS
Database & Business Intelligence
1 55 (39.57%) Data Warehouse
2 47 (33.81%) SQL Server
3 39 (28.06%) SQL Server Reporting Services
4 38 (27.34%) SQL Server Integration Services
5 30 (21.58%) SQL Server Analysis Services
6 22 (15.83%) MySQL
7 21 (15.11%) QlikView
8 14 (10.07%) Big Data
9 13 (9.35%) DB2
10 12 (8.63%) BusinessObjects
11 11 (7.91%) Relational Database
12 9 (6.47%) Data Mining
12 9 (6.47%) Hadoop
13 7 (5.04%) Pentaho
13 7 (5.04%) RDBMS
14 6 (4.32%) MariaDB
14 6 (4.32%) Oracle OWB
15 5 (3.60%) GIS
15 5 (3.60%) Oracle ODI
15 5 (3.60%) SQL Server 2012
Development Applications
1 24 (17.27%) Balsamiq Mockups
1 24 (17.27%) JIRA
2 6 (4.32%) Team Foundation Server
3 5 (3.60%) ERwin
3 5 (3.60%) SQL Server Management Studio (SSMS)
3 5 (3.60%) Visual Studio
4 4 (2.88%) Talend Open Studio
4 4 (2.88%) WebSpeed
General
1 35 (25.18%) Finance
2 20 (14.39%) Retail
3 11 (7.91%) Marketing
4 6 (4.32%) Banking
5 5 (3.60%) Electronics
6 1 (0.72%) Automotive
6 1 (0.72%) Billing
6 1 (0.72%) French Language
6 1 (0.72%) Games
6 1 (0.72%) Legal
6 1 (0.72%) Telecoms
Job Titles
1 44 (31.65%) Analyst
2 37 (26.62%) Developer
3 35 (25.18%) Business Analyst
4 24 (17.27%) Technical Analyst
4 24 (17.27%) Technical Business Analyst
5 16 (11.51%) Architect
6 15 (10.79%) Business Intelligence Developer
7 11 (7.91%) Data Modeller
8 10 (7.19%) Senior Data Modeller
9 8 (5.76%) Consultant
10 7 (5.04%) Data Analyst
10 7 (5.04%) Data Business Analyst
10 7 (5.04%) Data Warehouse Manager
10 7 (5.04%) DBA
10 7 (5.04%) Solutions Architect
10 7 (5.04%) SSAS Developer
10 7 (5.04%) SSIS Developer
10 7 (5.04%) SSRS Developer
11 6 (4.32%) DBA Manager
11 6 (4.32%) Domain Architect
Libraries, Frameworks & Software Standards
1 14 (10.07%) .NET
2 6 (4.32%) CakePHP
3 5 (3.60%) COM
3 5 (3.60%) Web Services
4 4 (2.88%) HTML
4 4 (2.88%) Kafka
4 4 (2.88%) ODBC
4 4 (2.88%) Velocity
4 4 (2.88%) XML
5 1 (0.72%) WCF
Miscellaneous
1 28 (20.14%) Analytical Skills
2 25 (17.99%) Visualisation
3 9 (6.47%) Management Information System
4 8 (5.76%) Data Integration
5 6 (4.32%) Credit Risk
5 6 (4.32%) Data Structures
6 5 (3.60%) Enterprise Software
7 4 (2.88%) Client/Server
7 4 (2.88%) Computer Science
7 4 (2.88%) Taxonomies
8 1 (0.72%) Data Protection Act
8 1 (0.72%) Neural Network
Operating Systems
1 8 (5.76%) Linux
1 8 (5.76%) Windows
2 5 (3.60%) Unix
3 1 (0.72%) Red Hat Enterprise Linux
Processes & Methodologies
1 74 (53.24%) Business Intelligence
2 45 (32.37%) Agile Software Development
3 40 (28.78%) ETL
4 33 (23.74%) SDLC
5 32 (23.02%) Stakeholder Management
6 29 (20.86%) Software Delivery
7 27 (19.42%) Project Management
8 25 (17.99%) Data Visualisation
9 24 (17.27%) BPMN
9 24 (17.27%) Presales
9 24 (17.27%) Requirements Analysis
9 24 (17.27%) UML
9 24 (17.27%) User Acceptance Testing
10 17 (12.23%) Analytics
11 13 (9.35%) Business Analysis
12 12 (8.63%) Data Governance
12 12 (8.63%) Migration
13 11 (7.91%) Data Management
13 11 (7.91%) Integration Testing
13 11 (7.91%) Kimball Methodology
Programming Languages
1 72 (51.80%) SQL
2 21 (15.11%) T-SQL
3 8 (5.76%) Python
4 6 (4.32%) C#
5 5 (3.60%) PHP
6 4 (2.88%) JavaScript
6 4 (2.88%) OpenEdge ABL
6 4 (2.88%) Progress 4GL
7 3 (2.16%) Java
7 3 (2.16%) Scala
8 2 (1.44%) Bash Shell
8 2 (1.44%) Ruby
8 2 (1.44%) Shell Script
8 2 (1.44%) VBA
9 1 (0.72%) Go
9 1 (0.72%) PL/SQL
9 1 (0.72%) R
Qualifications
1 10 (7.19%) Degree
2 3 (2.16%) ISEB
2 3 (2.16%) MBA
3 1 (0.72%) CCA
3 1 (0.72%) Microsoft Certification
Quality Assurance & Compliance
1 23 (16.55%) Data Quality
2 4 (2.88%) IAS 39
2 4 (2.88%) QA
3 2 (1.44%) SLA
System Software
1 7 (5.04%) Apache Flume
2 4 (2.88%) HDFS
Systems Management
1 2 (1.44%) Oracle EDQ
Vendors
1 43 (30.94%) Microsoft
2 35 (25.18%) Oracle
3 13 (9.35%) Tableau
4 10 (7.19%) Informatica
5 7 (5.04%) Cloudera
6 6 (4.32%) Netezza
7 5 (3.60%) Alteryx
7 5 (3.60%) ESRI
8 4 (2.88%) Ab Initio
8 4 (2.88%) Hortonworks
8 4 (2.88%) Hyperion
8 4 (2.88%) MapR
8 4 (2.88%) Progress
8 4 (2.88%) Talend
8 4 (2.88%) Teradata
9 2 (1.44%) DataFlux
9 2 (1.44%) Datanomic
9 2 (1.44%) IBM
10 1 (0.72%) Red Hat
10 1 (0.72%) SAP
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Salary: Up to £45,000 per annum
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