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

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Modelling
Scotland / Glasgow
Rank 56 60 66
Rank change year-on-year
+4 +6
Permanent jobs citing Data Modelling 29 54 33
As % of all permanent IT jobs located in Glasgow 3.22% 3.93% 2.84%
As % of the Processes & Methodologies category 3.55% 4.29% 3.12%
Number of salaries quoted 27 16 16
Median salary £45,000 £55,000 £45,000
Median salary % change year-on-year
-18.18% +22.22%
90% offered a salary of more than £36,100 £52,500 £40,000
10% offered a salary of more than £51,500 £59,750 £75,000
UK excluding London median salary £47,500 £47,500 £47,500

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
816 1259 1057
As % of all permanent IT jobs located in Glasgow 90.67% 91.56% 91.12%
Number of salaries quoted 498 743 707
Median salary £45,000 £45,000 £43,500
Median salary % change year-on-year
- +3.44%
90% offered a salary of more than £32,500 £32,000 £32,500
10% offered a salary of more than £60,000 £60,000 £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 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 25 February 2017.

Data Modelling Salary Histogram in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 25 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 Glasgow region with a requirement for Data Modelling.

1 36 (62.07%) Data Warehouse
2 31 (53.45%) SQL
3 22 (37.93%) ETL
4 21 (36.21%) Oracle
5 18 (31.03%) Finance
6 17 (29.31%) MicroStrategy
7 16 (27.59%) PL/SQL
7 16 (27.59%) Unix
8 13 (22.41%) Talend Open Studio
8 13 (22.41%) Talend
8 13 (22.41%) Oracle Database
8 13 (22.41%) Relational Database
9 12 (20.69%) Logical Data Model
9 12 (20.69%) Performance Tuning
9 12 (20.69%) Oracle Database 11g
9 12 (20.69%) Business Intelligence
10 11 (18.97%) RDBMS
10 11 (18.97%) Security Cleared
10 11 (18.97%) Business Analysis
10 11 (18.97%) Data Architecture
11 10 (17.24%) Infrastructure Management
11 10 (17.24%) Data Management
11 10 (17.24%) Data Integration
11 10 (17.24%) Oracle8/8i Database
11 10 (17.24%) Oracle9i Database
11 10 (17.24%) UML
11 10 (17.24%) PVCS
11 10 (17.24%) SQL Server
11 10 (17.24%) Oracle Database 10g
12 8 (13.79%) Degree

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 (6.90%) GemFire
2 3 (5.17%) Apache Pig
3 1 (1.72%) SAS
Applications
1 1 (1.72%) MS Excel
Database & Business Intelligence
1 36 (62.07%) Data Warehouse
2 13 (22.41%) Oracle Database
2 13 (22.41%) Relational Database
3 12 (20.69%) Oracle Database 11g
4 11 (18.97%) RDBMS
5 10 (17.24%) Oracle Database 10g
5 10 (17.24%) Oracle8/8i Database
5 10 (17.24%) Oracle9i Database
5 10 (17.24%) SQL Server
6 8 (13.79%) SQL Server Integration Services
7 7 (12.07%) Hadoop
7 7 (12.07%) NoSQL
8 6 (10.34%) Big Data
8 6 (10.34%) Data Lake
8 6 (10.34%) OLAP
8 6 (10.34%) OLTP
9 4 (6.90%) Apache Cassandra
9 4 (6.90%) Star Schema
10 3 (5.17%) Apache Hive
10 3 (5.17%) HBase
Development Applications
1 13 (22.41%) Talend Open Studio
2 10 (17.24%) PVCS
3 6 (10.34%) MagicDraw
4 5 (8.62%) ERwin
5 1 (1.72%) Oracle Forms
General
1 18 (31.03%) Finance
2 6 (10.34%) Banking
3 4 (6.90%) Back Office
3 4 (6.90%) General Ledger
4 3 (5.17%) Marketing
4 3 (5.17%) Spanish Language
5 1 (1.72%) Legal
5 1 (1.72%) Retail
Job Titles
1 21 (36.21%) Developer
2 16 (27.59%) Analyst
3 15 (25.86%) Senior Developer
4 13 (22.41%) Oracle Developer
5 12 (20.69%) Architect
6 10 (17.24%) Information Architect
6 10 (17.24%) Senior Oracle Developer
7 8 (13.79%) Business Analyst
8 7 (12.07%) SQL Developer
9 6 (10.34%) Data Architect
9 6 (10.34%) SQL Server Developer
10 5 (8.62%) Business Systems Analyst
10 5 (8.62%) Data Modeller
10 5 (8.62%) Senior SQL Developer
10 5 (8.62%) Senior SQL Server Developer
10 5 (8.62%) Systems Analyst
11 3 (5.17%) Business Intelligence Lead
11 3 (5.17%) Designer
12 2 (3.45%) Senior Architect
12 2 (3.45%) Technical Business Analyst
Libraries, Frameworks & Software Standards
1 6 (10.34%) XML
2 4 (6.90%) Drools
2 4 (6.90%) Ehcache
2 4 (6.90%) XML Schema
3 1 (1.72%) .NET
Miscellaneous
1 8 (13.79%) Taxonomies
2 6 (10.34%) Analytical Skills
3 4 (6.90%) N-Tier
3 4 (6.90%) Reference Data
4 3 (5.17%) Data Structures
4 3 (5.17%) Management Information System
4 3 (5.17%) SCADA
5 1 (1.72%) Enterprise Software
5 1 (1.72%) User Experience
Operating Systems
1 16 (27.59%) Unix
2 4 (6.90%) Windows
Processes & Methodologies
1 22 (37.93%) ETL
2 12 (20.69%) Business Intelligence
2 12 (20.69%) Logical Data Model
2 12 (20.69%) Performance Tuning
3 11 (18.97%) Business Analysis
3 11 (18.97%) Data Architecture
4 10 (17.24%) Data Integration
4 10 (17.24%) Data Management
4 10 (17.24%) Infrastructure Management
4 10 (17.24%) UML
5 8 (13.79%) Analytics
5 8 (13.79%) Data Lineage
6 7 (12.07%) Data Analytics
6 7 (12.07%) Ontologies
6 7 (12.07%) Physical Data Model
7 6 (10.34%) Information Architecture
7 6 (10.34%) Metadata Management
7 6 (10.34%) Migration
8 5 (8.62%) Process Improvement
8 5 (8.62%) SDLC
Programming Languages
1 31 (53.45%) SQL
2 16 (27.59%) PL/SQL
3 7 (12.07%) T-SQL
4 1 (1.72%) C#
4 1 (1.72%) Java
4 1 (1.72%) Perl
4 1 (1.72%) Python
Qualifications
1 11 (18.97%) Security Cleared
2 8 (13.79%) Degree
3 5 (8.62%) ISEB
4 1 (1.72%) SC Cleared
Quality Assurance & Compliance
1 7 (12.07%) Data Quality
2 5 (8.62%) ISO20022
System Software
1 3 (5.17%) HDFS
2 1 (1.72%) Firmware
Systems Management
1 3 (5.17%) Oozie
2 1 (1.72%) HP Quality Center
Vendors
1 21 (36.21%) Oracle
2 17 (29.31%) MicroStrategy
3 13 (22.41%) Talend
4 6 (10.34%) IBM
5 5 (8.62%) Sybase
6 4 (6.90%) Terracotta
7 1 (1.72%) Alteryx
7 1 (1.72%) Cognos
7 1 (1.72%) HP
7 1 (1.72%) Informatica
7 1 (1.72%) Microsoft
7 1 (1.72%) Remedy
7 1 (1.72%) Sun
7 1 (1.72%) Tableau
Glasgow, Lanarkshire
Cathcart Associates Ltd
Salary: £22000 - £24000 per annum
Posted: 4 days ago
Glasgow
Cathcart Associates
Salary: £45000 - £58000 per annum
Posted: 18 days ago