The table below looks at the statistics for Data Modelling skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Data Modelling over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Modelling
Rank 60 69 53
Rank change year-on-year
+9 -16
Permanent jobs citing Data Modelling 27 38 48
As % of all permanent IT jobs located in Glasgow 2.76% 2.92% 4.64%
As % of the Processes & Methodologies category 3.08% 3.25% 5.06%
Number of salaries quoted 14 14 25
Median salary £50,000 £40,000 £50,000
Median salary % change year-on-year
+25.00% -20.00%
90% offered a salary of more than £39,000 £33,450 £39,700
10% offered a salary of more than £55,000 £53,500 £95,000
UK excluding London median salary £47,500 £47,772 £45,000
% change year-on-year
-0.56% +6.16%
Data Modelling
Scotland

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Glasgow region.

Processes & Methodologies Category
Glasgow
Permanent IT job ads with a match in the
Processes & Methodologies category
878 1171 948
As % of all permanent IT jobs located in Glasgow 89.68% 89.94% 91.59%
Number of salaries quoted 515 748 601
Median salary £43,000 £43,000 £42,500
Median salary % change year-on-year
- +1.17%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £60,000 £70,000 £55,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Modelling
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow 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 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 across the Glasgow region.

Data Modelling Salary Trend in Glasgow

Data Modelling
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Data Modelling across the Glasgow region over the 3 months to 7 December 2016.

Data Modelling Salary Histogram in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 7 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 Glasgow region with a requirement for Data Modelling.

1 30 (62.50%) SQL
2 25 (52.08%) Data Warehouse
3 17 (35.42%) ETL
3 17 (35.42%) Finance
4 16 (33.33%) Oracle
5 15 (31.25%) Business Intelligence
6 13 (27.08%) Degree
7 11 (22.92%) SQL Server
7 11 (22.92%) Data Management
7 11 (22.92%) Logical Data Model
8 10 (20.83%) Agile Software Development
8 10 (20.83%) UML
8 10 (20.83%) MicroStrategy
9 9 (18.75%) IBM
9 9 (18.75%) Relational Database
9 9 (18.75%) Analytics
9 9 (18.75%) Data Integration
9 9 (18.75%) Data Quality
10 8 (16.67%) Data Architecture
10 8 (16.67%) Analytical Skills
10 8 (16.67%) Unix
10 8 (16.67%) Windows
10 8 (16.67%) Banking
10 8 (16.67%) Taxonomies
11 7 (14.58%) SQL Server Integration Services
11 7 (14.58%) XML
11 7 (14.58%) Metadata Management
11 7 (14.58%) Performance Tuning
11 7 (14.58%) Hadoop
12 6 (12.50%) NoSQL

Data Modelling
Top Related 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 4 (8.33%) GemFire
2 3 (6.25%) Apache Pig
3 1 (2.08%) SAS
Applications
1 2 (4.17%) MS Excel
1 2 (4.17%) MS Project
1 2 (4.17%) MS Visio
Business Applications
1 2 (4.17%) Cognos Business Intelligence
1 2 (4.17%) Cognos TM1
Database & Business Intelligence
1 25 (52.08%) Data Warehouse
2 11 (22.92%) SQL Server
3 9 (18.75%) Relational Database
4 7 (14.58%) Hadoop
4 7 (14.58%) SQL Server Integration Services
5 6 (12.50%) Big Data
5 6 (12.50%) Data Lake
5 6 (12.50%) NoSQL
5 6 (12.50%) OLAP
5 6 (12.50%) OLTP
5 6 (12.50%) RDBMS
6 5 (10.42%) Oracle Database
6 5 (10.42%) Oracle Database 11g
6 5 (10.42%) Star Schema
7 4 (8.33%) Apache Cassandra
7 4 (8.33%) Enterprise Data Warehouse
7 4 (8.33%) Oracle Database 10g
7 4 (8.33%) Oracle8/8i Database
7 4 (8.33%) Oracle9i Database
8 3 (6.25%) Apache Hive
Development Applications
1 6 (12.50%) MagicDraw
1 6 (12.50%) Talend Open Studio
2 5 (10.42%) ERwin
3 4 (8.33%) PVCS
4 2 (4.17%) Oracle Forms
4 2 (4.17%) Visual Studio
General
1 17 (35.42%) Finance
2 8 (16.67%) Banking
3 4 (8.33%) Back Office
3 4 (8.33%) General Ledger
4 3 (6.25%) Spanish Language
5 2 (4.17%) Retail
6 1 (2.08%) Legal
6 1 (2.08%) Marketing
Job Titles
1 14 (29.17%) Developer
2 12 (25.00%) Analyst
3 11 (22.92%) Architect
4 9 (18.75%) Information Architect
5 7 (14.58%) Data Modeller
5 7 (14.58%) Senior Developer
6 6 (12.50%) Data Architect
7 5 (10.42%) Business Analyst
8 4 (8.33%) Analyst Programmer
8 4 (8.33%) Oracle Developer
8 4 (8.33%) Programmer
8 4 (8.33%) Senior Oracle Developer
8 4 (8.33%) SQL Developer
8 4 (8.33%) SQL Server Developer
9 3 (6.25%) Business Intelligence Developer
9 3 (6.25%) Business Systems Analyst
9 3 (6.25%) Senior Analyst
9 3 (6.25%) Senior Business Analyst
9 3 (6.25%) Senior SQL Server Developer
9 3 (6.25%) Systems Analyst
Libraries, Frameworks & Software Standards
1 7 (14.58%) XML
2 4 (8.33%) Drools
2 4 (8.33%) Ehcache
2 4 (8.33%) XML Schema
3 3 (6.25%) .NET
4 2 (4.17%) .NET Framework
4 2 (4.17%) ASP.NET
4 2 (4.17%) jQuery
4 2 (4.17%) Silverlight
4 2 (4.17%) WCF
4 2 (4.17%) Web Services
4 2 (4.17%) WPF
Miscellaneous
1 9 (18.75%) Data Integration
2 8 (16.67%) Analytical Skills
2 8 (16.67%) Taxonomies
3 6 (12.50%) Ontologies
4 4 (8.33%) Management Information System
4 4 (8.33%) Mathematics
4 4 (8.33%) N-Tier
4 4 (8.33%) Reference Data
5 2 (4.17%) Computer Science
5 2 (4.17%) Data Centre
5 2 (4.17%) Data Structures
5 2 (4.17%) Visualisation
6 1 (2.08%) User Experience
Operating Systems
1 8 (16.67%) Unix
1 8 (16.67%) Windows
2 2 (4.17%) Windows Server
Processes & Methodologies
1 17 (35.42%) ETL
2 15 (31.25%) Business Intelligence
3 11 (22.92%) Data Management
3 11 (22.92%) Logical Data Model
4 10 (20.83%) Agile Software Development
4 10 (20.83%) UML
5 9 (18.75%) Analytics
6 8 (16.67%) Data Architecture
7 7 (14.58%) Metadata Management
7 7 (14.58%) Performance Tuning
8 6 (12.50%) Data Lineage
8 6 (12.50%) Data Migration
8 6 (12.50%) Information Architecture
8 6 (12.50%) Infrastructure Management
8 6 (12.50%) Migration
9 5 (10.42%) Business Analysis
9 5 (10.42%) Data Analytics
10 4 (8.33%) Cash Management
10 4 (8.33%) Master Data Management
10 4 (8.33%) Physical Data Model
Programming Languages
1 30 (62.50%) SQL
2 6 (12.50%) PL/SQL
3 5 (10.42%) Java
3 5 (10.42%) T-SQL
4 4 (8.33%) JavaScript
5 3 (6.25%) C#
6 2 (4.17%) Perl
6 2 (4.17%) Python
Qualifications
1 13 (27.08%) Degree
2 6 (12.50%) Security Cleared
3 3 (6.25%) ISEB
Quality Assurance & Compliance
1 9 (18.75%) Data Quality
2 5 (10.42%) ISO20022
3 1 (2.08%) QA
System Software
1 3 (6.25%) HDFS
Systems Management
1 3 (6.25%) Oozie
Vendors
1 16 (33.33%) Oracle
2 10 (20.83%) MicroStrategy
3 9 (18.75%) IBM
4 6 (12.50%) Sybase
4 6 (12.50%) Talend
5 5 (10.42%) Microsoft
6 4 (8.33%) Terracotta
7 3 (6.25%) Cognos
8 2 (4.17%) HP
8 2 (4.17%) Remedy
8 2 (4.17%) Sun
8 2 (4.17%) Tableau
9 1 (2.08%) Alteryx
9 1 (2.08%) Informatica
9 1 (2.08%) SAP
Glasgow, Lanarkshire
HAYS INFORMATION TECHNOLOGY
Salary: £45000.00 - £55000.00 per annum
Posted: 2 days ago