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 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
26 Mar 2017
Same period 2016 Same period 2015
Data Modelling
Scotland / Glasgow
Rank 57 65 65
Rank change year-on-year +8 0  
Permanent jobs citing Data Modelling 31 43 35
As % of all permanent IT jobs advertised in Glasgow 3.33% 3.32% 3.05%
As % of the Processes & Methodologies category 3.63% 3.61% 3.33%
Number of salaries quoted 24 12 20
Median salary £44,750 £55,000 £42,500
Median salary % change year-on-year -18.63% +29.41%  
90% offered a salary of more than £34,000 £52,500 £35,900
10% offered a salary of more than £51,050 £59,500 £63,750
UK excluding London median salary £50,000 £47,500 £47,500
% change year-on-year +5.26% -  

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 853 1191 1050
As % of all permanent IT job vacancies advertised in Glasgow 91.52% 91.83% 91.46%
Number of salaries quoted 493 737 697
Median salary £45,000 £45,000 £45,000
90% offered a salary of more than £32,500 £32,500 £33,000
10% offered a salary of more than £60,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 March 2017.

Salary histogram for Data Modelling in Glasgow

Data Modelling
Top 30 Related IT Skills in Glasgow

For the 6 months to 26 March 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 37 (67.27%) Data Warehouse
2 30 (54.55%) SQL
3 23 (41.82%) ETL
4 19 (34.55%) MicroStrategy
4 19 (34.55%) PL/SQL
4 19 (34.55%) Oracle
5 16 (29.09%) Oracle Database
6 15 (27.27%) Performance Tuning
6 15 (27.27%) Relational Database
6 15 (27.27%) Oracle Database 11g
6 15 (27.27%) Finance
6 15 (27.27%) Unix
7 14 (25.45%) RDBMS
7 14 (25.45%) Security Cleared
7 14 (25.45%) Talend Open Studio
7 14 (25.45%) Talend
8 13 (23.64%) Infrastructure Management
8 13 (23.64%) PVCS
8 13 (23.64%) Oracle8/8i Database
8 13 (23.64%) Oracle9i Database
8 13 (23.64%) Oracle Database 10g
9 10 (18.18%) SQL Server
9 10 (18.18%) Business Intelligence
9 10 (18.18%) Business Analysis
9 10 (18.18%) Data Architecture
10 9 (16.36%) Data Management
10 9 (16.36%) Logical Data Model
11 8 (14.55%) Data Quality
11 8 (14.55%) Migration
12 7 (12.73%) T-SQL

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 3 (5.45%) Apache Pig
1 3 (5.45%) SharePoint
2 2 (3.64%) SAS
3 1 (1.82%) IIS
Applications
1 1 (1.82%) MS Excel
Business Applications
1 2 (3.64%) Dynamics CRM
Communications & Networking
1 1 (1.82%) TCP/IP
Database & Business Intelligence
1 37 (67.27%) Data Warehouse
2 16 (29.09%) Oracle Database
3 15 (27.27%) Oracle Database 11g
3 15 (27.27%) Relational Database
4 14 (25.45%) RDBMS
5 13 (23.64%) Oracle Database 10g
5 13 (23.64%) Oracle8/8i Database
5 13 (23.64%) Oracle9i Database
6 10 (18.18%) SQL Server
7 6 (10.91%) Data Lake
7 6 (10.91%) OLAP
7 6 (10.91%) OLTP
7 6 (10.91%) SQL Server Integration Services
8 5 (9.09%) Big Data
9 4 (7.27%) Star Schema
10 3 (5.45%) Apache Hive
10 3 (5.45%) Hadoop
10 3 (5.45%) HBase
10 3 (5.45%) Sqoop
11 2 (3.64%) NoSQL
Development Applications
1 14 (25.45%) Talend Open Studio
2 13 (23.64%) PVCS
3 6 (10.91%) MagicDraw
4 5 (9.09%) ERwin
5 1 (1.82%) Oracle Forms
General
1 15 (27.27%) Finance
2 7 (12.73%) Banking
3 4 (7.27%) Back Office
3 4 (7.27%) General Ledger
4 3 (5.45%) Marketing
4 3 (5.45%) Spanish Language
5 1 (1.82%) Retail
Job Titles
1 22 (40.00%) Developer
2 18 (32.73%) Senior Developer
3 16 (29.09%) Oracle Developer
4 15 (27.27%) Analyst
5 13 (23.64%) Senior Oracle Developer
6 9 (16.36%) Business Analyst
7 8 (14.55%) Architect
8 7 (12.73%) SQL Developer
9 6 (10.91%) Information Architect
9 6 (10.91%) SQL Server Developer
10 5 (9.09%) Senior SQL Developer
10 5 (9.09%) Senior SQL Server Developer
11 4 (7.27%) Business Systems Analyst
11 4 (7.27%) Systems Analyst
12 3 (5.45%) Business Intelligence Lead
12 3 (5.45%) Senior Analyst
12 3 (5.45%) Technical Analyst
12 3 (5.45%) Technical Business Analyst
13 2 (3.64%) Data Architect
13 2 (3.64%) Senior Business Analyst
Libraries, Frameworks & Software Standards
1 5 (9.09%) XML
2 4 (7.27%) XML Schema
3 1 (1.82%) .NET
Miscellaneous
1 6 (10.91%) Analytical Skills
2 4 (7.27%) Reference Data
2 4 (7.27%) Taxonomies
3 3 (5.45%) Management Information System
3 3 (5.45%) SCADA
4 2 (3.64%) Data Structures
5 1 (1.82%) Enterprise Software
5 1 (1.82%) User Experience
Operating Systems
1 15 (27.27%) Unix
Processes & Methodologies
1 23 (41.82%) ETL
2 15 (27.27%) Performance Tuning
3 13 (23.64%) Infrastructure Management
4 10 (18.18%) Business Analysis
4 10 (18.18%) Business Intelligence
4 10 (18.18%) Data Architecture
5 9 (16.36%) Data Management
5 9 (16.36%) Logical Data Model
6 8 (14.55%) Migration
7 7 (12.73%) Analytics
7 7 (12.73%) Data Integration
7 7 (12.73%) Data Lineage
7 7 (12.73%) Data Migration
7 7 (12.73%) Metadata Management
7 7 (12.73%) Physical Data Model
8 6 (10.91%) Agile Software Development
8 6 (10.91%) Data Analytics
8 6 (10.91%) Information Architecture
8 6 (10.91%) Ontologies
8 6 (10.91%) UML
Programming Languages
1 30 (54.55%) SQL
2 19 (34.55%) PL/SQL
3 7 (12.73%) T-SQL
4 1 (1.82%) C#
4 1 (1.82%) Java
Qualifications
1 14 (25.45%) Security Cleared
2 4 (7.27%) Degree
2 4 (7.27%) ISEB
3 1 (1.82%) SC Cleared
Quality Assurance & Compliance
1 8 (14.55%) Data Quality
2 5 (9.09%) ISO20022
3 1 (1.82%) SLA
System Software
1 3 (5.45%) HDFS
2 1 (1.82%) Firmware
Systems Management
1 3 (5.45%) Oozie
2 1 (1.82%) HP Quality Center
Vendors
1 19 (34.55%) MicroStrategy
1 19 (34.55%) Oracle
2 14 (25.45%) Talend
3 6 (10.91%) IBM
4 4 (7.27%) Microsoft
5 2 (3.64%) Cognos
6 1 (1.82%) HP
6 1 (1.82%) Remedy
6 1 (1.82%) Sun
Glasgow, Lanarkshire
Sopra Steria Recruitment
Salary: From £40,000 to £50,000 per annum Plus excellent benefits
Posted: 4 days ago