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

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 109 109 122
Rank change year-on-year
0 +13
Permanent jobs citing Data Modelling 55 76 64
As % of all permanent IT jobs located in Leeds 2.04% 2.26% 1.77%
As % of the Processes & Methodologies category 2.27% 2.51% 1.96%
Number of salaries quoted 49 58 60
Median salary £42,500 £55,000 £45,000
Median salary % change year-on-year
-22.72% +22.22%
90% offered a salary of more than £34,621 £40,000 £34,000
10% offered a salary of more than £50,000 £65,000 £57,500
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%
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
2425 3023 3264
As % of all permanent IT jobs located in Leeds 90.12% 89.78% 90.07%
Number of salaries quoted 2109 2446 2523
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £30,764 £30,000 £30,000
10% offered a salary of more than £60,000 £58,500 £60,000
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 5 December 2016.

Data Modelling Salary Histogram in Leeds

Data Modelling
Top 30 Related IT Skills in Leeds

For the 6 months to 5 December 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 54 (47.79%) SQL
1 54 (47.79%) SQL Server
2 48 (42.48%) Business Intelligence
3 35 (30.97%) ETL
3 35 (30.97%) SQL Server Integration Services
4 33 (29.20%) Big Data
4 33 (29.20%) T-SQL
5 31 (27.43%) Data Warehouse
6 30 (26.55%) SQL Server Reporting Services
6 30 (26.55%) Visualisation
7 29 (25.66%) Hadoop
8 28 (24.78%) Analytics
8 28 (24.78%) Microsoft
9 27 (23.89%) SQL Server Analysis Services
10 25 (22.12%) Agile Software Development
11 23 (20.35%) Python
11 23 (20.35%) Data Visualisation
12 22 (19.47%) Degree
13 20 (17.70%) C#
13 20 (17.70%) SAS
14 19 (16.81%) Oracle
15 17 (15.04%) Java
15 17 (15.04%) Data Mining
16 16 (14.16%) Statistics
17 15 (13.27%) Analytical Skills
17 15 (13.27%) Finance
18 14 (12.39%) Stakeholder Management
18 14 (12.39%) SPSS
18 14 (12.39%) .NET
18 14 (12.39%) Apache Spark

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 20 (17.70%) SAS
2 14 (12.39%) Apache Spark
3 4 (3.54%) Oracle SOA Suite
4 3 (2.65%) Confluence
4 3 (2.65%) SharePoint
5 2 (1.77%) Apache Pig
6 1 (0.88%) OpenEdge
Applications
1 14 (12.39%) SPSS
2 12 (10.62%) MS Excel
3 10 (8.85%) MS Visio
4 8 (7.08%) MS Office
5 1 (0.88%) Stata
Cloud Services
1 6 (5.31%) Microsoft Azure
2 5 (4.42%) Amazon AWS
Communications & Networking
1 6 (5.31%) Internet
1 6 (5.31%) Intranet
2 5 (4.42%) Extranet
Database & Business Intelligence
1 54 (47.79%) SQL Server
2 35 (30.97%) SQL Server Integration Services
3 33 (29.20%) Big Data
4 31 (27.43%) Data Warehouse
5 30 (26.55%) SQL Server Reporting Services
6 29 (25.66%) Hadoop
7 27 (23.89%) SQL Server Analysis Services
8 17 (15.04%) Data Mining
9 13 (11.50%) MySQL
9 13 (11.50%) SQL Server 2014
10 12 (10.62%) Oracle Database
10 12 (10.62%) RDBMS
10 12 (10.62%) Relational Database
10 12 (10.62%) SQL Server 2012
11 10 (8.85%) QlikView
12 8 (7.08%) Power BI
13 7 (6.19%) Apache Hive
14 6 (5.31%) Biml
15 5 (4.42%) SQL Server 2016
16 4 (3.54%) Microsoft Power View
Development Applications
1 9 (7.96%) JIRA
1 9 (7.96%) Team Foundation Server
2 6 (5.31%) Git (software)
3 5 (4.42%) Visual Studio
4 3 (2.65%) Balsamiq Mockups
5 1 (0.88%) Oracle Forms
5 1 (0.88%) WebSpeed
General
1 15 (13.27%) Finance
2 13 (11.50%) Retail
3 12 (10.62%) Banking
4 11 (9.73%) French Language
5 10 (8.85%) Automotive
6 1 (0.88%) Back Office
Job Titles
1 50 (44.25%) Developer
2 32 (28.32%) Analyst
3 17 (15.04%) Business Intelligence Developer
3 17 (15.04%) SQL Developer
4 14 (12.39%) Business Analyst
4 14 (12.39%) SQL BI Developer
5 13 (11.50%) SSIS Developer
6 12 (10.62%) Business Consultant
6 12 (10.62%) Business Intelligence Consultant
6 12 (10.62%) Consultant
7 9 (7.96%) Analytics Consultant
7 9 (7.96%) Architect
7 9 (7.96%) Java Developer
7 9 (7.96%) T-SQL Developer
8 8 (7.08%) Data Analytics Consultant
8 8 (7.08%) Data Consultant
8 8 (7.08%) Java Software Developer
8 8 (7.08%) Lead Developer
8 8 (7.08%) Lead Java Developer
8 8 (7.08%) Lead Software Developer
Libraries, Frameworks & Software Standards
1 14 (12.39%) .NET
2 10 (8.85%) .NET Framework
3 8 (7.08%) Node.js
4 7 (6.19%) XML
5 6 (5.31%) ASP.NET
5 6 (5.31%) Web Services
6 5 (4.42%) Ajax
6 5 (4.42%) ASP.NET Web API
6 5 (4.42%) MDX
6 5 (4.42%) WinForms
7 4 (3.54%) Java EE
7 4 (3.54%) SOAP
8 1 (0.88%) HTML
8 1 (0.88%) SAP Basis
Miscellaneous
1 30 (26.55%) Visualisation
2 16 (14.16%) Statistics
3 15 (13.27%) Analytical Skills
4 12 (10.62%) Credit Risk
5 11 (9.73%) Mathematics
6 10 (8.85%) Neural Network
7 9 (7.96%) Data Integration
7 9 (7.96%) Economics
8 5 (4.42%) Enterprise Software
9 4 (3.54%) Management Information System
10 1 (0.88%) Client/Server
10 1 (0.88%) Clustering
10 1 (0.88%) Computer Science
10 1 (0.88%) Physics
10 1 (0.88%) Replication
Operating Systems
1 2 (1.77%) Windows
2 1 (0.88%) Linux
2 1 (0.88%) Unix
2 1 (0.88%) Windows Server
Processes & Methodologies
1 48 (42.48%) Business Intelligence
2 35 (30.97%) ETL
3 28 (24.78%) Analytics
4 25 (22.12%) Agile Software Development
5 23 (20.35%) Data Visualisation
6 14 (12.39%) SDLC
6 14 (12.39%) Stakeholder Management
7 13 (11.50%) Data Analytics
7 13 (11.50%) OO
7 13 (11.50%) Use Case
8 12 (10.62%) Business Development
8 12 (10.62%) Kimball Methodology
8 12 (10.62%) Logical Data Model
9 11 (9.73%) Change Management
9 11 (9.73%) Data Management
9 11 (9.73%) Predictive Analytics
9 11 (9.73%) Scrum
9 11 (9.73%) Unit Testing
10 10 (8.85%) Predictive Modelling
10 10 (8.85%) Statistical Modelling
Programming Languages
1 54 (47.79%) SQL
2 33 (29.20%) T-SQL
3 23 (20.35%) Python
4 20 (17.70%) C#
5 17 (15.04%) Java
6 11 (9.73%) VB.NET
7 10 (8.85%) Scala
8 6 (5.31%) JavaScript
9 4 (3.54%) VBA
10 2 (1.77%) R
10 2 (1.77%) Shell Script
11 1 (0.88%) OpenEdge ABL
11 1 (0.88%) PL/SQL
11 1 (0.88%) PowerShell
11 1 (0.88%) Progress 4GL
11 1 (0.88%) VB
Qualifications
1 22 (19.47%) Degree
2 10 (8.85%) Microsoft Certification
3 5 (4.42%) MCSA
3 5 (4.42%) MCSE
4 2 (1.77%) ISEB
5 1 (0.88%) ISTQB
5 1 (0.88%) MCITP
Quality Assurance & Compliance
1 3 (2.65%) SLA
2 2 (1.77%) QA
3 1 (0.88%) Data Quality
System Software
1 8 (7.08%) Apache Flume
2 2 (1.77%) HDFS
3 1 (0.88%) Active Directory
Systems Management
1 1 (0.88%) Failover Clustering
Vendors
1 28 (24.78%) Microsoft
2 19 (16.81%) Oracle
3 9 (7.96%) Tableau
4 8 (7.08%) Cloudera
5 5 (4.42%) SAP
5 5 (4.42%) Splunk
6 4 (3.54%) MicroStrategy
6 4 (3.54%) Sun
7 1 (0.88%) IBM
7 1 (0.88%) Progress
7 1 (0.88%) VMware
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £45,000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
ANSON MCCADE
Salary: £75,000 - £95,000
Posted: 4 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £45,000 per annum + Benefits
Posted: 6 days ago
Leeds, West Yorkshire
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 3 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £35000 - £42000 per annum + Bonus + Benefits
Posted: 5 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary + Benefits
Posted: 25 days ago
Leeds
Computer Futures
Salary: competitive
Posted: 18 days ago