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 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Data Modelling
Rank 94 119 151
Rank change year-on-year
+25 +32
Permanent jobs citing Data Modelling 72 65 42
As % of all permanent IT jobs located in Leeds 2.51% 1.97% 1.15%
As % of the Processes & Methodologies category 2.77% 2.18% 1.29%
Number of salaries quoted 53 51 41
Median salary £47,500 £50,000 £45,000
Median salary % change year-on-year
-5.00% +11.11%
90% offered a salary of more than £28,000 £35,000 £32,500
10% offered a salary of more than £60,000 £57,500 £50,000
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
2599 2975 3255
As % of all permanent IT jobs located in Leeds 90.75% 90.23% 89.23%
Number of salaries quoted 2141 2331 2578
Median salary £43,596 £43,000 £41,500
Median salary % change year-on-year
+1.38% +3.61%
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £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 June 2016.

Data Modelling Salary Histogram in Leeds

Data Modelling
Top 30 Related IT Skills in Leeds

For the 6 months to 28 June 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 68 (47.22%) Business Intelligence
2 62 (43.06%) SQL
3 50 (34.72%) SQL Server
3 50 (34.72%) Data Warehouse
4 41 (28.47%) Agile Software Development
5 38 (26.39%) Microsoft
5 38 (26.39%) SQL Server Reporting Services
6 37 (25.69%) SQL Server Integration Services
7 36 (25.00%) ETL
8 35 (24.31%) Oracle
9 33 (22.92%) Stakeholder Management
10 32 (22.22%) Finance
11 30 (20.83%) Analytical Skills
11 30 (20.83%) SDLC
12 29 (20.14%) SQL Server Analysis Services
13 27 (18.75%) MS Office
14 26 (18.06%) Software Delivery
15 25 (17.36%) Visualisation
16 24 (16.67%) MySQL
17 23 (15.97%) Project Management
17 23 (15.97%) Analytics
17 23 (15.97%) JIRA
17 23 (15.97%) QlikView
18 22 (15.28%) Data Visualisation
18 22 (15.28%) UML
19 21 (14.58%) Balsamiq Mockups
19 21 (14.58%) Confluence
19 21 (14.58%) User Acceptance Testing
19 21 (14.58%) BPMN
19 21 (14.58%) Requirements 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 21 (14.58%) Confluence
2 16 (11.11%) SAS
3 11 (7.64%) Apache Spark
4 5 (3.47%) ArcGIS
5 4 (2.78%) Apache Pig
5 4 (2.78%) OpenEdge
6 3 (2.08%) SharePoint
Applications
1 27 (18.75%) MS Office
2 10 (6.94%) SPSS
3 8 (5.56%) MS Visio
4 4 (2.78%) MS Excel
5 2 (1.39%) Stata
Cloud Services
1 1 (0.69%) Amazon AWS
1 1 (0.69%) Microsoft Azure
Database & Business Intelligence
1 50 (34.72%) Data Warehouse
1 50 (34.72%) SQL Server
2 38 (26.39%) SQL Server Reporting Services
3 37 (25.69%) SQL Server Integration Services
4 29 (20.14%) SQL Server Analysis Services
5 24 (16.67%) MySQL
6 23 (15.97%) QlikView
7 18 (12.50%) Big Data
8 14 (9.72%) Data Mining
9 13 (9.03%) DB2
9 13 (9.03%) Hadoop
10 11 (7.64%) BusinessObjects
10 11 (7.64%) Relational Database
11 7 (4.86%) RDBMS
11 7 (4.86%) SQL Server 2012
12 6 (4.17%) Oracle OWB
12 6 (4.17%) Pentaho
13 5 (3.47%) GIS
13 5 (3.47%) MariaDB
13 5 (3.47%) Power BI
Development Applications
1 23 (15.97%) JIRA
2 21 (14.58%) Balsamiq Mockups
3 6 (4.17%) Team Foundation Server
4 5 (3.47%) SQL Server Management Studio (SSMS)
4 5 (3.47%) Visual Studio
5 4 (2.78%) ERwin
5 4 (2.78%) Talend Open Studio
5 4 (2.78%) WebSpeed
6 2 (1.39%) Git (software)
General
1 32 (22.22%) Finance
2 17 (11.81%) Retail
3 10 (6.94%) Marketing
4 9 (6.25%) French Language
5 7 (4.86%) Automotive
6 6 (4.17%) Banking
7 5 (3.47%) Electronics
8 1 (0.69%) Advertising
8 1 (0.69%) Billing
8 1 (0.69%) Games
8 1 (0.69%) Telecoms
Job Titles
1 49 (34.03%) Analyst
2 38 (26.39%) Developer
3 35 (24.31%) Business Analyst
4 21 (14.58%) Technical Analyst
4 21 (14.58%) Technical Business Analyst
5 14 (9.72%) Architect
6 11 (7.64%) Data Modeller
7 10 (6.94%) Business Intelligence Developer
7 10 (6.94%) Senior Data Modeller
8 9 (6.25%) Solutions Architect
9 8 (5.56%) Consultant
10 7 (4.86%) Data Warehouse Developer
10 7 (4.86%) DBA
10 7 (4.86%) SSRS Developer
11 6 (4.17%) Data Business Analyst
11 6 (4.17%) Domain Architect
11 6 (4.17%) Software Developer
11 6 (4.17%) SQL DBA
11 6 (4.17%) SSAS Developer
11 6 (4.17%) SSIS Developer
Libraries, Frameworks & Software Standards
1 17 (11.81%) .NET
2 7 (4.86%) Node.js
3 6 (4.17%) XML
4 5 (3.47%) CakePHP
4 5 (3.47%) Web Services
5 4 (2.78%) HTML
5 4 (2.78%) Kafka
5 4 (2.78%) Velocity
6 3 (2.08%) ODBC
7 2 (1.39%) COM
7 2 (1.39%) Java EE
7 2 (1.39%) MDX
7 2 (1.39%) SOAP
8 1 (0.69%) WCF
Miscellaneous
1 30 (20.83%) Analytical Skills
2 25 (17.36%) Visualisation
3 10 (6.94%) Data Integration
4 9 (6.25%) Statistics
5 7 (4.86%) Mathematics
5 7 (4.86%) Neural Network
6 6 (4.17%) Credit Risk
6 6 (4.17%) Enterprise Software
6 6 (4.17%) Management Information System
7 5 (3.47%) Data Structures
7 5 (3.47%) Economics
8 4 (2.78%) Client/Server
9 3 (2.08%) Computer Science
9 3 (2.08%) Taxonomies
10 1 (0.69%) NHS
10 1 (0.69%) Replication
Operating Systems
1 7 (4.86%) Windows
2 5 (3.47%) Linux
3 4 (2.78%) Unix
4 1 (0.69%) Red Hat Enterprise Linux
Processes & Methodologies
1 68 (47.22%) Business Intelligence
2 41 (28.47%) Agile Software Development
3 36 (25.00%) ETL
4 33 (22.92%) Stakeholder Management
5 30 (20.83%) SDLC
6 26 (18.06%) Software Delivery
7 23 (15.97%) Analytics
7 23 (15.97%) Project Management
8 22 (15.28%) Data Visualisation
8 22 (15.28%) UML
9 21 (14.58%) BPMN
9 21 (14.58%) Presales
9 21 (14.58%) Requirements Analysis
9 21 (14.58%) User Acceptance Testing
10 16 (11.11%) Business Analysis
11 13 (9.03%) Data Management
11 13 (9.03%) Kimball Methodology
12 11 (7.64%) Data Governance
12 11 (7.64%) Scrum
13 10 (6.94%) Migration
Programming Languages
1 62 (43.06%) SQL
2 20 (13.89%) T-SQL
3 12 (8.33%) Python
4 10 (6.94%) C#
5 9 (6.25%) Java
6 7 (4.86%) Scala
7 4 (2.78%) JavaScript
7 4 (2.78%) OpenEdge ABL
7 4 (2.78%) Progress 4GL
7 4 (2.78%) R
8 3 (2.08%) PHP
9 2 (1.39%) Ruby
9 2 (1.39%) VBA
10 1 (0.69%) Go
10 1 (0.69%) PL/SQL
Qualifications
1 19 (13.19%) Degree
2 3 (2.08%) ISEB
2 3 (2.08%) Microsoft Certification
3 2 (1.39%) MBA
3 2 (1.39%) MCSA
3 2 (1.39%) MCSE
Quality Assurance & Compliance
1 18 (12.50%) Data Quality
2 4 (2.78%) IAS 39
2 4 (2.78%) QA
3 2 (1.39%) SLA
System Software
1 11 (7.64%) Apache Flume
2 4 (2.78%) HDFS
Systems Management
1 1 (0.69%) Oracle EDQ
Vendors
1 38 (26.39%) Microsoft
2 35 (24.31%) Oracle
3 15 (10.42%) Tableau
4 11 (7.64%) Cloudera
5 9 (6.25%) Informatica
6 5 (3.47%) Alteryx
6 5 (3.47%) ESRI
7 4 (2.78%) Ab Initio
7 4 (2.78%) Hortonworks
7 4 (2.78%) Hyperion
7 4 (2.78%) MapR
7 4 (2.78%) Netezza
7 4 (2.78%) Progress
7 4 (2.78%) Talend
7 4 (2.78%) Teradata
8 2 (1.39%) MicroStrategy
8 2 (1.39%) SAP
8 2 (1.39%) Sun
9 1 (0.69%) DataFlux
9 1 (0.69%) Red Hat
Leeds, West Yorkshire
Lorien Resourcing
Salary: £40000 - £45000 per annum
Posted: 16 hours ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 19 hours ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: Up to £55,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
Hainton Recruitment
Salary: £43000 - £53000 per annum + 34 Days Holiday + Generous Pension
Posted: Yesterday
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £0 to £26,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 5 days ago
Leeds
Churchill Frank International
Salary: £50000 - £60000 per annum
Posted: 23 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Rate
Posted: 26 days ago