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 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Rank 101 110 137
Rank change year-on-year
+9 +27
Permanent jobs citing Data Modelling 54 71 48
As % of all permanent IT jobs located in Leeds 2.07% 2.08% 1.34%
As % of the Processes & Methodologies category 2.31% 2.35% 1.48%
Number of salaries quoted 42 52 42
Median salary £42,500 £52,500 £50,000
Median salary % change year-on-year
-19.04% +5.00%
90% offered a salary of more than £38,650 £35,250 £38,450
10% offered a salary of more than £47,250 £62,500 £57,500
UK excluding London median salary £47,500 £47,500 £46,000
% change year-on-year
- +3.26%

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
2337 3021 3241
As % of all permanent IT jobs located in Leeds 89.71% 88.59% 90.51%
Number of salaries quoted 2015 2505 2603
Median salary £45,000 £44,000 £42,500
Median salary % change year-on-year
+2.27% +3.52%
90% offered a salary of more than £30,700 £32,500 £30,000
10% offered a salary of more than £60,000 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 19 February 2017.

Data Modelling Salary Histogram in Leeds

Data Modelling
Top 30 Related IT Skills in Leeds

For the 6 months to 19 February 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 64 (59.26%) SQL Server
2 56 (51.85%) Business Intelligence
3 55 (50.93%) SQL
4 39 (36.11%) Data Warehouse
5 33 (30.56%) SQL Server Integration Services
6 32 (29.63%) ETL
7 31 (28.70%) T-SQL
8 29 (26.85%) SQL Server Reporting Services
9 26 (24.07%) Finance
10 25 (23.15%) SQL Server Analysis Services
11 23 (21.30%) Visualisation
11 23 (21.30%) Big Data
12 22 (20.37%) Analytics
13 21 (19.44%) Agile Software Development
14 20 (18.52%) Microsoft
14 20 (18.52%) Data Visualisation
14 20 (18.52%) Hadoop
15 19 (17.59%) SDLC
16 15 (13.89%) BusinessObjects
16 15 (13.89%) C#
17 14 (12.96%) .NET
17 14 (12.96%) SAP
17 14 (12.96%) Python
18 13 (12.04%) OO
18 13 (12.04%) Stakeholder Management
19 12 (11.11%) MS Excel
19 12 (11.11%) Oracle
19 12 (11.11%) Java
19 12 (11.11%) RDBMS
19 12 (11.11%) Relational Database

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 9 (8.33%) SAS
2 7 (6.48%) Apache Spark
3 3 (2.78%) Confluence
3 3 (2.78%) SharePoint
4 2 (1.85%) Apache Pig
5 1 (0.93%) OpenEdge
5 1 (0.93%) Oracle SOA Suite
Applications
1 12 (11.11%) MS Excel
2 8 (7.41%) MS Visio
2 8 (7.41%) SPSS
3 1 (0.93%) MS Office
Business Applications
1 1 (0.93%) Dynamics CRM
Cloud Services
1 8 (7.41%) Microsoft Azure
2 5 (4.63%) Amazon AWS
Communications & Networking
1 6 (5.56%) Internet
1 6 (5.56%) Intranet
2 5 (4.63%) Extranet
Database & Business Intelligence
1 64 (59.26%) SQL Server
2 39 (36.11%) Data Warehouse
3 33 (30.56%) SQL Server Integration Services
4 29 (26.85%) SQL Server Reporting Services
5 25 (23.15%) SQL Server Analysis Services
6 23 (21.30%) Big Data
7 20 (18.52%) Hadoop
8 15 (13.89%) BusinessObjects
9 12 (11.11%) RDBMS
9 12 (11.11%) Relational Database
10 10 (9.26%) Lumira
10 10 (9.26%) Oracle Database
10 10 (9.26%) SAP HANA
10 10 (9.26%) SQL Server 2012
11 9 (8.33%) SQL Server 2014
12 8 (7.41%) MySQL
13 7 (6.48%) Apache Hive
14 5 (4.63%) SQL Server 2016
15 4 (3.70%) Microsoft Power View
16 3 (2.78%) QlikView
Development Applications
1 9 (8.33%) Team Foundation Server
2 5 (4.63%) Visual Studio
3 4 (3.70%) JIRA
4 3 (2.78%) Balsamiq Mockups
4 3 (2.78%) Git (software)
5 1 (0.93%) Oracle Forms
5 1 (0.93%) WebSpeed
General
1 26 (24.07%) Finance
2 9 (8.33%) Retail
3 8 (7.41%) Banking
4 5 (4.63%) Back Office
5 2 (1.85%) Marketing
6 1 (0.93%) Law
6 1 (0.93%) Legal
6 1 (0.93%) Manufacturing
6 1 (0.93%) Telecoms
Job Titles
1 45 (41.67%) Developer
2 24 (22.22%) Analyst
3 23 (21.30%) SQL Developer
4 18 (16.67%) Business Intelligence Developer
5 16 (14.81%) SQL BI Developer
5 16 (14.81%) SSIS Developer
6 15 (13.89%) Business Analyst
7 14 (12.96%) T-SQL Developer
8 10 (9.26%) SAP BusinessObjects Specialist
9 9 (8.33%) Architect
10 8 (7.41%) Business Consultant
10 8 (7.41%) Business Intelligence Consultant
10 8 (7.41%) Consultant
10 8 (7.41%) Data Architect
11 7 (6.48%) .NET Developer
12 6 (5.56%) Analytics Consultant
12 6 (5.56%) Data Analytics Consultant
12 6 (5.56%) Data Consultant
12 6 (5.56%) SQL Server Developer
13 5 (4.63%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 14 (12.96%) .NET
2 10 (9.26%) .NET Framework
3 8 (7.41%) ASP.NET
3 8 (7.41%) Web Services
4 5 (4.63%) Ajax
4 5 (4.63%) ASP.NET Web API
4 5 (4.63%) WinForms
4 5 (4.63%) XML
5 3 (2.78%) HTML
5 3 (2.78%) Node.js
6 2 (1.85%) ASP.NET MVC
6 2 (1.85%) CSS
6 2 (1.85%) CSS3
6 2 (1.85%) HTML5
6 2 (1.85%) React
6 2 (1.85%) REST
6 2 (1.85%) Spring
7 1 (0.93%) ASP.NET MVC 5
7 1 (0.93%) Java EE
7 1 (0.93%) SOAP
Miscellaneous
1 23 (21.30%) Visualisation
2 8 (7.41%) Analytical Skills
2 8 (7.41%) Credit Risk
3 7 (6.48%) Management Information System
4 3 (2.78%) Computer Science
4 3 (2.78%) Mathematics
4 3 (2.78%) Physics
5 2 (1.85%) Data Integration
5 2 (1.85%) Enterprise Software
6 1 (0.93%) Client/Server
6 1 (0.93%) Clustering
6 1 (0.93%) Fintech
6 1 (0.93%) Replication
6 1 (0.93%) Statistics
Operating Systems
1 2 (1.85%) Windows
2 1 (0.93%) Linux
2 1 (0.93%) Unix
2 1 (0.93%) Windows Server
Processes & Methodologies
1 56 (51.85%) Business Intelligence
2 32 (29.63%) ETL
3 22 (20.37%) Analytics
4 21 (19.44%) Agile Software Development
5 20 (18.52%) Data Visualisation
6 19 (17.59%) SDLC
7 13 (12.04%) OO
7 13 (12.04%) Stakeholder Management
8 11 (10.19%) Data Analytics
8 11 (10.19%) Project Management
8 11 (10.19%) Unit Testing
9 10 (9.26%) Kimball Methodology
10 9 (8.33%) Process Management
10 9 (8.33%) Scrum
10 9 (8.33%) Systems Analysis
11 8 (7.41%) Business Development
11 8 (7.41%) Coaching
11 8 (7.41%) Data Analysis
11 8 (7.41%) Predictive Analytics
12 7 (6.48%) Business Analysis
Programming Languages
1 55 (50.93%) SQL
2 31 (28.70%) T-SQL
3 15 (13.89%) C#
4 14 (12.96%) Python
5 12 (11.11%) Java
6 11 (10.19%) VB.NET
7 10 (9.26%) JavaScript
8 4 (3.70%) VBA
9 3 (2.78%) Scala
9 3 (2.78%) VB
10 1 (0.93%) OpenEdge ABL
10 1 (0.93%) PL/SQL
10 1 (0.93%) PowerShell
10 1 (0.93%) Progress 4GL
10 1 (0.93%) Shell Script
Qualifications
1 7 (6.48%) Degree
2 6 (5.56%) Microsoft Certification
3 1 (0.93%) ISEB
3 1 (0.93%) ISTQB
3 1 (0.93%) MCITP
3 1 (0.93%) MCSA
3 1 (0.93%) MCSE
Quality Assurance & Compliance
1 8 (7.41%) IFRS
1 8 (7.41%) IFRS 9
2 3 (2.78%) SLA
2 3 (2.78%) SNOMED CT
3 1 (0.93%) QA
System Software
1 2 (1.85%) HDFS
2 1 (0.93%) Active Directory
2 1 (0.93%) Apache Flume
Systems Management
1 1 (0.93%) Failover Clustering
1 1 (0.93%) SQL Sentry
Vendors
1 20 (18.52%) Microsoft
2 14 (12.96%) SAP
3 12 (11.11%) Oracle
4 5 (4.63%) Splunk
5 3 (2.78%) RedGate
5 3 (2.78%) Tableau
6 1 (0.93%) Cloudera
6 1 (0.93%) Progress
6 1 (0.93%) VMware
Leeds, West Yorkshire
Reed Technology
Salary: £40000 - £50000 per annum
Posted: 3 days ago
Leeds, Yorkshire
Transition Partners
Posted: 3 days ago
Leeds, Yorkshire
Transition Partners
Posted: 3 days ago
Leeds, West Yorkshire
Blue Octopus Recruitment LLP
Salary: Competitive Market Rate Salary + benefits
Posted: 6 days ago
Leeds, West Yorkshire
Engage PSG
Salary: £55000 - £70000 per annum
Posted: 4 days ago
Leeds, Yorkshire
Transition Partners
Salary: £50k + 10% Bonus
Posted: 3 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Flexible Benefits
Posted: 6 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £50000 per annum + Great Benefits
Posted: 6 days ago
Leeds
Computer Futures
Salary: competitive
Posted: 19 days ago