The following table provides summary statistics for permanent job vacancies advertised in Glasgow 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
Scotland / Glasgow
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 72 86 67
Rank change year-on-year +14 -19  
Permanent jobs citing Data Modelling 31 29 34
As % of all permanent IT jobs advertised in Glasgow 2.59% 2.27% 2.69%
As % of the Processes & Methodologies category 2.80% 2.42% 2.97%
Number of salaries quoted 13 16 17
Median salary £48,500 £45,000 £42,500
Median salary % change year-on-year +7.77% +5.88%  
90% offered a salary of more than £33,000 £41,250 £36,000
10% offered a salary of more than £66,000 £53,000 £60,200
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 Glasgow with a requirement for process and methodology skills.

Process & Methodology Skills
Glasgow
Permanent job vacancies with a requirement for process and methodology skills 1109 1200 1145
As % of all permanent IT job vacancies advertised in Glasgow 92.49% 93.97% 90.44%
Number of salaries quoted 713 617 723
Median salary £46,000 £45,000 £42,500
Median salary % change year-on-year +2.22% +5.88%  
90% offered a salary of more than £32,500 £30,000 £33,500
10% offered a salary of more than £67,500 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow 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 Glasgow

Data Modelling
Salary Trend in Glasgow

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

Salary trend for Data Modelling in Glasgow

Data Modelling
Salary Histogram in Glasgow

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

Salary histogram for Data Modelling in Glasgow

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 Glasgow region with a requirement for Data Modelling.

1 46 (74.19%) SQL
2 30 (48.39%) Relational Database
3 28 (45.16%) Data Warehouse
4 22 (35.48%) Agile Software Development
4 22 (35.48%) Security Cleared
5 21 (33.87%) Oracle
6 20 (32.26%) Unix
7 19 (30.65%) RDBMS
7 19 (30.65%) ETL
7 19 (30.65%) PL/SQL
8 18 (29.03%) MicroStrategy
8 18 (29.03%) Oracle Database
9 17 (27.42%) Oracle Database 11g
10 16 (25.81%) Finance
10 16 (25.81%) Performance Tuning
10 16 (25.81%) Talend Open Studio
10 16 (25.81%) Talend
11 15 (24.19%) Infrastructure Management
11 15 (24.19%) Oracle Database 10g
11 15 (24.19%) PVCS
11 15 (24.19%) Oracle8/8i Database
11 15 (24.19%) Oracle9i Database
12 11 (17.74%) C#
12 11 (17.74%) SQL Server
12 11 (17.74%) Microsoft
13 10 (16.13%) OO
13 10 (16.13%) Stakeholder Management
13 10 (16.13%) SDLC
14 8 (12.90%) Business Process Modelling
14 8 (12.90%) Moq

Data Modelling
Co-occurring IT Skills in Glasgow 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 3 (4.84%) SharePoint
2 2 (3.23%) SAS
3 1 (1.61%) IIS
Business Applications
1 2 (3.23%) Dynamics CRM
2 1 (1.61%) IntelliMatch
Communications & Networking
1 1 (1.61%) TCP/IP
Database & Business Intelligence
1 30 (48.39%) Relational Database
2 28 (45.16%) Data Warehouse
3 19 (30.65%) RDBMS
4 18 (29.03%) Oracle Database
5 17 (27.42%) Oracle Database 11g
6 15 (24.19%) Oracle Database 10g
6 15 (24.19%) Oracle8/8i Database
6 15 (24.19%) Oracle9i Database
7 11 (17.74%) SQL Server
8 3 (4.84%) Data Mining
8 3 (4.84%) Star Schema
9 2 (3.23%) BusinessObjects
9 2 (3.23%) Data Mart
10 1 (1.61%) Big Data
10 1 (1.61%) NoSQL
10 1 (1.61%) Oracle Reports
Development Applications
1 16 (25.81%) Talend Open Studio
2 15 (24.19%) PVCS
3 8 (12.90%) Git (software)
3 8 (12.90%) Moq
3 8 (12.90%) NUnit
3 8 (12.90%) Team Foundation Server
4 3 (4.84%) ERwin
4 3 (4.84%) MagicDraw
5 2 (3.23%) JUnit
General
1 16 (25.81%) Finance
2 3 (4.84%) Banking
3 2 (3.23%) Law
3 2 (3.23%) Marketing
4 1 (1.61%) Financial Institution
4 1 (1.61%) Games
Job Titles
1 31 (50.00%) Developer
2 22 (35.48%) Analyst
3 20 (32.26%) Senior Developer
4 18 (29.03%) Oracle Developer
5 17 (27.42%) Business Analyst
6 15 (24.19%) Senior Oracle Developer
7 7 (11.29%) .NET Developer
8 6 (9.68%) .NET Software Developer
8 6 (9.68%) C# .NET Developer
8 6 (9.68%) C# Developer
8 6 (9.68%) C# Software Developer
8 6 (9.68%) Software Developer
9 5 (8.06%) Architect
9 5 (8.06%) ASP.NET MVC Developer
10 4 (6.45%) Information Architect
10 4 (6.45%) Senior .NET Developer
10 4 (6.45%) Senior Analyst
11 3 (4.84%) Senior Software Developer
11 3 (4.84%) SQL Developer
11 3 (4.84%) Technical Analyst
Libraries, Frameworks & Software Standards
1 8 (12.90%) .NET
2 7 (11.29%) ASP.NET
2 7 (11.29%) ASP.NET MVC
3 5 (8.06%) XML
4 4 (6.45%) .NET Framework
4 4 (6.45%) Entity Framework
4 4 (6.45%) Unity DI Container
5 3 (4.84%) XML Schema
6 2 (3.23%) Ajax
6 2 (3.23%) FIX Protocol
6 2 (3.23%) Hibernate
6 2 (3.23%) J2EE
6 2 (3.23%) JPA
6 2 (3.23%) jQuery
6 2 (3.23%) JSON
6 2 (3.23%) Spring
6 2 (3.23%) XSLT
Miscellaneous
1 5 (8.06%) Analytical Skills
2 3 (4.84%) Taxonomies
3 2 (3.23%) Data Structures
3 2 (3.23%) Equities
3 2 (3.23%) Fixed Income
3 2 (3.23%) Management Information System
3 2 (3.23%) Reference Data
3 2 (3.23%) SCADA
4 1 (1.61%) Enterprise Software
4 1 (1.61%) Greenfield Project
Operating Systems
1 20 (32.26%) Unix
2 3 (4.84%) Linux
Processes & Methodologies
1 22 (35.48%) Agile Software Development
2 19 (30.65%) ETL
3 16 (25.81%) Performance Tuning
4 15 (24.19%) Infrastructure Management
5 10 (16.13%) OO
5 10 (16.13%) SDLC
5 10 (16.13%) Stakeholder Management
6 8 (12.90%) Business Process Modelling
6 8 (12.90%) Continuous Integration
6 8 (12.90%) GAP Analysis
6 8 (12.90%) MVC
6 8 (12.90%) OOD
6 8 (12.90%) TDD
7 7 (11.29%) Data Management
7 7 (11.29%) Requirements Engineering
8 6 (9.68%) Business Analysis
8 6 (9.68%) Business Intelligence
8 6 (9.68%) Data Analysis
8 6 (9.68%) Metadata Management
8 6 (9.68%) Migration
Programming Languages
1 46 (74.19%) SQL
2 19 (30.65%) PL/SQL
3 11 (17.74%) C#
4 5 (8.06%) Java
5 3 (4.84%) Korn
5 3 (4.84%) Perl
5 3 (4.84%) PowerShell
6 2 (3.23%) JavaScript
Qualifications
1 22 (35.48%) Security Cleared
2 5 (8.06%) Degree
3 3 (4.84%) MCAD
3 3 (4.84%) MCSD
3 3 (4.84%) MCTS
3 3 (4.84%) Microsoft Certification
4 2 (3.23%) ISEB
Quality Assurance & Compliance
1 5 (8.06%) Data Quality
2 4 (6.45%) QA
3 2 (3.23%) ISO 20022
4 1 (1.61%) SLA
Vendors
1 21 (33.87%) Oracle
2 18 (29.03%) MicroStrategy
3 16 (25.81%) Talend
4 11 (17.74%) Microsoft
5 3 (4.84%) Informatica
6 2 (3.23%) Cognos
6 2 (3.23%) IBM
6 2 (3.23%) Perforce
7 1 (1.61%) SunGard
Glasgow
Pearson Frank
Salary: £45000 - £50000 per annum + Pension and Healthcare
Posted: 15 days ago