The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 74 93 116
Rank change year-on-year +19 +23  
Permanent jobs citing Data Modelling 85 70 65
As % of all permanent IT jobs advertised in Leeds 3.34% 2.45% 1.96%
As % of the Processes & Methodologies category 3.58% 2.68% 2.16%
Number of salaries quoted 74 52 51
Median salary £47,500 £50,000 £50,000
Median salary % change year-on-year -5.00% -  
90% offered a salary of more than £36,000 £30,500 £35,000
10% offered a salary of more than £62,750 £60,000 £57,500
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for process and methodology skills.

Process & Methodology Skills
Leeds
Permanent job vacancies with a requirement for process and methodology skills 2373 2612 3009
As % of all permanent IT job vacancies advertised in Leeds 93.24% 91.26% 90.63%
Number of salaries quoted 1982 2153 2356
Median salary £47,500 £44,000 £43,000
Median salary % change year-on-year +7.95% +2.32%  
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Leeds

The job posting trend of jobs advertised in Leeds citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling 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 in Leeds.

Salary trend for Data Modelling in Leeds

Data Modelling
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Modelling in Leeds over the 3 months to 26 June 2017.

Salary histogram for Data Modelling in Leeds

For the 6 months to 26 June 2017, 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 80 (54.05%) SQL
2 78 (52.70%) Data Warehouse
3 55 (37.16%) Business Intelligence
4 52 (35.14%) SQL Server
5 49 (33.11%) ETL
6 39 (26.35%) SQL Server Integration Services
7 38 (25.68%) Analytical Skills
7 38 (25.68%) SQL Server Reporting Services
8 36 (24.32%) Analytics
9 34 (22.97%) Data Mining
10 32 (21.62%) Agile Software Development
10 32 (21.62%) SQL Server Analysis Services
11 30 (20.27%) Microsoft
12 28 (18.92%) T-SQL
13 23 (15.54%) VBA
13 23 (15.54%) Data Analysis
13 23 (15.54%) Visualisation
14 21 (14.19%) SAS
14 21 (14.19%) SPSS
15 20 (13.51%) Finance
15 20 (13.51%) Stakeholder Engagement
16 19 (12.84%) Data Visualisation
16 19 (12.84%) Multivariate Analysis
16 19 (12.84%) BusinessObjects
16 19 (12.84%) MS Access
16 19 (12.84%) Java
16 19 (12.84%) Pricing Strategy
17 18 (12.16%) Kimball Methodology
18 17 (11.49%) SDLC
19 16 (10.81%) Relational Database

Data Modelling
Co-occurring 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 (14.19%) SAS
2 6 (4.05%) Apache Spark
3 5 (3.38%) Confluence
4 2 (1.35%) SharePoint
Applications
1 21 (14.19%) SPSS
2 6 (4.05%) Microsoft Excel
3 3 (2.03%) Microsoft Office
4 2 (1.35%) MS Visio
Business Applications
1 5 (3.38%) Dynamics CRM
Cloud Services
1 13 (8.78%) Microsoft Azure
2 3 (2.03%) Amazon AWS
3 2 (1.35%) Cortana Intelligence Suite
Database & Business Intelligence
1 78 (52.70%) Data Warehouse
2 52 (35.14%) SQL Server
3 39 (26.35%) SQL Server Integration Services
4 38 (25.68%) SQL Server Reporting Services
5 34 (22.97%) Data Mining
6 32 (21.62%) SQL Server Analysis Services
7 19 (12.84%) BusinessObjects
7 19 (12.84%) MS Access
8 16 (10.81%) Relational Database
9 14 (9.46%) Big Data
10 13 (8.78%) Hadoop
11 12 (8.11%) RDBMS
11 12 (8.11%) SQL Server 2014
12 11 (7.43%) SQL Server 2012
13 10 (6.76%) DataStage
13 10 (6.76%) IBM InfoSphere
14 9 (6.08%) MySQL
14 9 (6.08%) Power BI
15 8 (5.41%) Lumira
15 8 (5.41%) SAP HANA
Development Applications
1 9 (6.08%) Git (software)
2 8 (5.41%) JIRA
3 4 (2.70%) Balsamiq Mockups
4 1 (0.68%) Cucumber
General
1 20 (13.51%) Finance
2 8 (5.41%) Marketing
3 4 (2.70%) Back Office
3 4 (2.70%) Legal
4 2 (1.35%) Financial Institution
4 2 (1.35%) Retail
5 1 (0.68%) Advertising
5 1 (0.68%) Billing
5 1 (0.68%) Law
5 1 (0.68%) Manufacturing
5 1 (0.68%) Telecoms
Job Titles
1 45 (30.41%) Developer
2 37 (25.00%) Analyst
3 22 (14.86%) Business Intelligence Developer
4 21 (14.19%) SSIS Developer
5 20 (13.51%) Data Scientist
6 19 (12.84%) SQL Developer
7 18 (12.16%) T-SQL Developer
8 16 (10.81%) Business Analyst
8 16 (10.81%) Senior Analyst
9 15 (10.14%) Architect
10 13 (8.78%) Senior Developer
10 13 (8.78%) SQL BI Developer
11 11 (7.43%) Data Architect
11 11 (7.43%) Data Warehouse Developer
12 8 (5.41%) SAP BusinessObjects Specialist
12 8 (5.41%) Senior Business Analyst
13 7 (4.73%) Data Analyst
13 7 (4.73%) Senior Data Warehouse Developer
14 6 (4.05%) Business Intelligence Analyst
14 6 (4.05%) Enterprise Architect
Libraries, Frameworks & Software Standards
1 10 (6.76%) .NET
2 9 (6.08%) XML
3 6 (4.05%) CSS
3 6 (4.05%) CSS3
3 6 (4.05%) HTML
3 6 (4.05%) HTML5
3 6 (4.05%) Node.js
3 6 (4.05%) React
3 6 (4.05%) REST
3 6 (4.05%) Spring
3 6 (4.05%) Web Services
4 3 (2.03%) JSP
4 3 (2.03%) RESTful
4 3 (2.03%) SOAP
4 3 (2.03%) XSD
4 3 (2.03%) XSLT
5 2 (1.35%) ASP.NET
5 2 (1.35%) ASP.NET MVC
5 2 (1.35%) JMS
6 1 (0.68%) MDX
Miscellaneous
1 38 (25.68%) Analytical Skills
2 6 (4.05%) Management Information System
3 5 (3.38%) Computer Science
3 5 (3.38%) Greenfield Project
4 3 (2.03%) AS400
4 3 (2.03%) FMCG
4 3 (2.03%) User Experience
5 2 (1.35%) Credit Risk
6 1 (0.68%) Algorithms
6 1 (0.68%) Fintech
Operating Systems
1 13 (8.78%) Linux
2 3 (2.03%) AIX
2 3 (2.03%) Solaris
2 3 (2.03%) Windows
2 3 (2.03%) Windows Server 2003
Processes & Methodologies
1 55 (37.16%) Business Intelligence
2 49 (33.11%) ETL
3 36 (24.32%) Analytics
4 32 (21.62%) Agile Software Development
5 23 (15.54%) Data Analysis
5 23 (15.54%) Visualisation
6 20 (13.51%) Stakeholder Engagement
7 19 (12.84%) Data Visualisation
7 19 (12.84%) Multivariate Analysis
7 19 (12.84%) Pricing Strategy
8 18 (12.16%) Kimball Methodology
9 17 (11.49%) SDLC
10 16 (10.81%) OpenUP
11 13 (8.78%) Mentoring
12 11 (7.43%) Coaching
12 11 (7.43%) Data Architecture
12 11 (7.43%) Project Management
12 11 (7.43%) Stakeholder Management
13 10 (6.76%) Migration
13 10 (6.76%) Process Management
Programming Languages
1 80 (54.05%) SQL
2 28 (18.92%) T-SQL
3 23 (15.54%) VBA
4 19 (12.84%) Java
5 16 (10.81%) C#
6 13 (8.78%) Shell Script
7 11 (7.43%) JavaScript
8 10 (6.76%) Bash Shell
9 9 (6.08%) VB
10 4 (2.70%) VB.NET
11 3 (2.03%) Python
Qualifications
1 7 (4.73%) Degree
2 2 (1.35%) SC Cleared
2 2 (1.35%) Security Cleared
Quality Assurance & Compliance
1 10 (6.76%) QA
2 3 (2.03%) SNOMED CT
3 2 (1.35%) Data Quality
Vendors
1 30 (20.27%) Microsoft
2 14 (9.46%) Oracle
3 10 (6.76%) IBM
3 10 (6.76%) Netezza
4 8 (5.41%) SAP
5 6 (4.05%) Tableau
6 3 (2.03%) RedGate
6 3 (2.03%) Splunk
7 1 (0.68%) MicroStrategy
7 1 (0.68%) Sun
Leeds
Nigel Frank International
Salary: £30000 - £35000 per annum + company benefits
Posted: 7 hours ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £50,000 per annum + Benefits
Posted: 3 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £35,000 to £42,000 per annum Pension, Healthcare
Posted: 3 days ago
Leeds, West Yorkshire
Harvey Nash plc
Salary: £40000 - £48000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 3 days ago
Leeds, West Yorkshire
Harvey Nash plc
Salary: £23000 per annum
Posted: 3 days ago
Leeds
Ampersand Consulting
Salary: £35000 - £37000 per annum + Fantastic Benefits
Posted: 24 days ago
Leeds
Computer Futures
Salary: £55000 - £56000 per annum + competitive
Posted: 20 days ago
Leeds
Hays Specialist Recruitment
Salary: £45000.00 - £50000.00 per annum
Posted: 26 days ago