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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Modelling
Scotland / Glasgow
Rank 58 50 57
Rank change year-on-year
-8 +7
Permanent jobs citing Data Modelling 25 57 39
As % of all permanent IT jobs located in Glasgow 2.79% 4.25% 3.72%
As % of the Processes & Methodologies category 3.14% 4.69% 4.05%
Number of salaries quoted 20 13 23
Median salary £47,250 £55,000 £47,500
Median salary % change year-on-year
-14.09% +15.78%
90% offered a salary of more than £34,000 £40,000 £40,000
10% offered a salary of more than £54,350 £61,400 £95,000
UK excluding London median salary £47,500 £47,500 £45,000
% change year-on-year
- +5.55%

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
797 1216 963
As % of all permanent IT jobs located in Glasgow 88.85% 90.75% 91.80%
Number of salaries quoted 483 744 637
Median salary £45,000 £45,000 £41,500
Median salary % change year-on-year
- +8.43%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £60,000 £65,000 £58,000
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 21 January 2017.

Data Modelling Salary Histogram in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 21 January 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 29 (58.00%) Data Warehouse
2 26 (52.00%) SQL
3 20 (40.00%) ETL
4 18 (36.00%) Oracle
5 14 (28.00%) MicroStrategy
6 12 (24.00%) Finance
6 12 (24.00%) Unix
6 12 (24.00%) PL/SQL
7 11 (22.00%) Talend Open Studio
7 11 (22.00%) Talend
8 10 (20.00%) Performance Tuning
8 10 (20.00%) Relational Database
8 10 (20.00%) Logical Data Model
8 10 (20.00%) Business Analysis
8 10 (20.00%) UML
8 10 (20.00%) SQL Server
9 9 (18.00%) Business Intelligence
9 9 (18.00%) Security Cleared
9 9 (18.00%) Data Integration
9 9 (18.00%) Oracle Database 11g
9 9 (18.00%) Degree
9 9 (18.00%) Data Architecture
9 9 (18.00%) Oracle Database
10 8 (16.00%) Analytical Skills
10 8 (16.00%) Infrastructure Management
10 8 (16.00%) Data Management
10 8 (16.00%) SQL Server Integration Services
10 8 (16.00%) Taxonomies
10 8 (16.00%) RDBMS
10 8 (16.00%) Oracle8/8i Database

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 (8.00%) GemFire
2 3 (6.00%) Apache Pig
3 1 (2.00%) SAS
Applications
1 1 (2.00%) MS Excel
Database & Business Intelligence
1 29 (58.00%) Data Warehouse
2 10 (20.00%) Relational Database
2 10 (20.00%) SQL Server
3 9 (18.00%) Oracle Database
3 9 (18.00%) Oracle Database 11g
4 8 (16.00%) Oracle Database 10g
4 8 (16.00%) Oracle8/8i Database
4 8 (16.00%) Oracle9i Database
4 8 (16.00%) RDBMS
4 8 (16.00%) SQL Server Integration Services
5 7 (14.00%) Hadoop
6 6 (12.00%) Data Lake
6 6 (12.00%) NoSQL
6 6 (12.00%) OLAP
6 6 (12.00%) OLTP
7 5 (10.00%) Big Data
8 4 (8.00%) Apache Cassandra
8 4 (8.00%) Star Schema
9 3 (6.00%) Apache Hive
9 3 (6.00%) HBase
Development Applications
1 11 (22.00%) Talend Open Studio
2 8 (16.00%) PVCS
3 6 (12.00%) MagicDraw
4 5 (10.00%) ERwin
5 2 (4.00%) Oracle Forms
General
1 12 (24.00%) Finance
2 7 (14.00%) Banking
3 4 (8.00%) Back Office
3 4 (8.00%) General Ledger
4 3 (6.00%) Marketing
4 3 (6.00%) Spanish Language
5 2 (4.00%) Retail
6 1 (2.00%) Legal
Job Titles
1 18 (36.00%) Developer
2 13 (26.00%) Senior Developer
3 11 (22.00%) Analyst
3 11 (22.00%) Architect
4 10 (20.00%) Information Architect
5 9 (18.00%) Oracle Developer
6 8 (16.00%) Senior Oracle Developer
7 7 (14.00%) SQL Developer
8 6 (12.00%) SQL Server Developer
9 5 (10.00%) Business Analyst
9 5 (10.00%) Business Systems Analyst
9 5 (10.00%) Data Architect
9 5 (10.00%) Data Modeller
9 5 (10.00%) Senior SQL Developer
9 5 (10.00%) Senior SQL Server Developer
9 5 (10.00%) Systems Analyst
10 3 (6.00%) Business Intelligence Lead
11 2 (4.00%) Business Intelligence Developer
11 2 (4.00%) Designer
11 2 (4.00%) ETL Developer
Libraries, Frameworks & Software Standards
1 6 (12.00%) XML
2 4 (8.00%) Drools
2 4 (8.00%) Ehcache
2 4 (8.00%) XML Schema
3 1 (2.00%) .NET
Miscellaneous
1 9 (18.00%) Data Integration
2 8 (16.00%) Analytical Skills
2 8 (16.00%) Taxonomies
3 6 (12.00%) Ontologies
4 4 (8.00%) Mathematics
4 4 (8.00%) N-Tier
4 4 (8.00%) Reference Data
5 3 (6.00%) SCADA
5 3 (6.00%) Visualisation
6 2 (4.00%) Data Structures
6 2 (4.00%) Management Information System
7 1 (2.00%) User Experience
Operating Systems
1 12 (24.00%) Unix
2 4 (8.00%) Windows
Processes & Methodologies
1 20 (40.00%) ETL
2 10 (20.00%) Business Analysis
2 10 (20.00%) Logical Data Model
2 10 (20.00%) Performance Tuning
2 10 (20.00%) UML
3 9 (18.00%) Business Intelligence
3 9 (18.00%) Data Architecture
4 8 (16.00%) Data Management
4 8 (16.00%) Infrastructure Management
5 7 (14.00%) Agile Software Development
5 7 (14.00%) Analytics
5 7 (14.00%) Information Architecture
5 7 (14.00%) Migration
6 6 (12.00%) Data Analytics
6 6 (12.00%) Data Lineage
6 6 (12.00%) Data Migration
6 6 (12.00%) Metadata Management
7 5 (10.00%) ETL Development
7 5 (10.00%) Physical Data Model
7 5 (10.00%) Process Improvement
Programming Languages
1 26 (52.00%) SQL
2 12 (24.00%) PL/SQL
3 8 (16.00%) T-SQL
4 3 (6.00%) Java
5 1 (2.00%) C#
5 1 (2.00%) Perl
5 1 (2.00%) Python
Qualifications
1 9 (18.00%) Degree
1 9 (18.00%) Security Cleared
2 5 (10.00%) ISEB
3 1 (2.00%) SC Cleared
Quality Assurance & Compliance
1 6 (12.00%) Data Quality
2 5 (10.00%) ISO20022
System Software
1 3 (6.00%) HDFS
2 1 (2.00%) Firmware
Systems Management
1 3 (6.00%) Oozie
2 1 (2.00%) HP Quality Center
Vendors
1 18 (36.00%) Oracle
2 14 (28.00%) MicroStrategy
3 11 (22.00%) Talend
4 7 (14.00%) IBM
5 5 (10.00%) Sybase
6 4 (8.00%) Terracotta
7 2 (4.00%) HP
7 2 (4.00%) Remedy
7 2 (4.00%) Sun
8 1 (2.00%) Alteryx
8 1 (2.00%) Cognos
8 1 (2.00%) Informatica
8 1 (2.00%) Microsoft
8 1 (2.00%) Tableau
Glasgow, Lanarkshire
Harvey Nash plc
Salary: £35000 - £45000 per annum
Posted: 3 days ago
Glasgow, Lanarkshire
Sopra Steria Recruitment
Salary: From £40,000 to £50,000 per annum Plus excellent benefits
Posted: 3 days ago
Glasgow
Cathcart Associates
Salary: £35000 - £45000 per annum + Benefits
Posted: 12 days ago