Period
to 18 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Logical Data Model skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Logical Data Model over the 6 months to 18 June 2018 with a comparison to the same period in the previous 2 years.

Logical Data Model
UK > Scotland
6 months to
18 Jun 2018
Same period 2017 Same period 2016
Rank 207 195 203
Rank change year-on-year -12 +8 +5
Permanent jobs citing Logical Data Model 32 14 36
As % of all permanent IT jobs advertised in Scotland 0.56% 0.28% 0.63%
As % of the Processes & Methodologies category 0.60% 0.31% 0.68%
Number of salaries quoted 29 11 17
Scotland median annual salary £67,000 £60,000 £50,000
Median salary % change year-on-year +11.67% +20.00% +17.65%
10th Percentile £28,550 £45,000 £47,500
90th Percentile £71,750 £72,500 £57,500
UK median annual salary £67,000 £65,000 £55,000
% change year-on-year +3.08% +18.18% -15.38%

Logical Data Model is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Permanent vacancies with a requirement for process or methodology skills 5,294 4,553 5,279
As % of all permanent IT jobs advertised in Scotland 92.86% 92.58% 92.10%
Number of salaries quoted 3,569 2,899 3,178
Scotland median annual salary £45,000 £45,000 £45,000
10th Percentile £29,000 £28,750 £27,500
90th Percentile £70,000 £70,000 £65,000
UK median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +2.15%

Logical Data Model
Job Vacancy Trend in Scotland

Job postings citing Logical Data Model as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Logical Data Model in Scotland

Logical Data Model
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Logical Data Model in Scotland.

Salary trend for Logical Data Model in Scotland

Logical Data Model
Salary Histogram in Scotland

The salary distribution of IT jobs citing Logical Data Model in Scotland over the 6 months to 18 June 2018.

Salary histogram for Logical Data Model in Scotland

Logical Data Model
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Logical Data Model within the Scotland region over the 6 months to 18 June 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh +7 27 £67,000 +11.67%
Glasgow -26 4 £56,500 -1.74%
Logical Data Model
UK

For the 6 months to 18 June 2018, IT jobs citing Logical Data Model also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Scotland region with a requirement for Logical Data Model.

1 32 (100.00%) Data Modelling
2 29 (90.63%) Sequence Diagram
3 21 (65.63%) Java
4 19 (59.38%) UML
4 19 (59.38%) OO
4 19 (59.38%) JBoss
5 12 (37.50%) Use Case
6 6 (18.75%) Stakeholder Management
6 6 (18.75%) Stakeholder and Relationship Management
7 5 (15.63%) Business Analysis
8 4 (12.50%) Finance
9 3 (9.38%) SQL
9 3 (9.38%) Oracle
9 3 (9.38%) Oracle Database
10 2 (6.25%) Physical Data Model
10 2 (6.25%) Software Delivery
10 2 (6.25%) SDLC
10 2 (6.25%) Mentoring
10 2 (6.25%) Domain Models
10 2 (6.25%) Oracle Database 12c
10 2 (6.25%) Agile Software Development
10 2 (6.25%) Waterfall
10 2 (6.25%) MongoDB
10 2 (6.25%) NoSQL
10 2 (6.25%) PL/SQL
10 2 (6.25%) Oracle Forms
11 1 (3.13%) Data Warehouse
11 1 (3.13%) Migration
11 1 (3.13%) ETL
11 1 (3.13%) Continuous Integration

Logical Data Model
Co-occurring IT Skills in Scotland 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 19 (59.38%) JBoss
Database & Business Intelligence
1 3 (9.38%) Oracle Database
2 2 (6.25%) MongoDB
2 2 (6.25%) NoSQL
2 2 (6.25%) Oracle Database 12c
3 1 (3.13%) Data Warehouse
Development Applications
1 2 (6.25%) Oracle Forms
General
1 4 (12.50%) Finance
2 1 (3.13%) Banking
Job Titles
1 19 (59.38%) Architect
1 19 (59.38%) Solutions Architect
2 15 (46.88%) Senior Architect
2 15 (46.88%) Senior Solutions Architect
3 11 (34.38%) Analyst
4 10 (31.25%) Business Analyst
5 4 (12.50%) Junior
5 4 (12.50%) Junior Analyst
5 4 (12.50%) Junior Business Analyst
6 3 (9.38%) Business IT Analyst
6 3 (9.38%) IT Analyst
6 3 (9.38%) IT Business Analyst
6 3 (9.38%) Lead Architect
6 3 (9.38%) Lead Solutions Architect
7 1 (3.13%) ETL Analyst
7 1 (3.13%) Migration Analyst
7 1 (3.13%) SQL Analyst
Miscellaneous
1 1 (3.13%) Data Structures
Processes & Methodologies
1 32 (100.00%) Data Modelling
2 29 (90.63%) Sequence Diagram
3 19 (59.38%) OO
3 19 (59.38%) UML
4 12 (37.50%) Use Case
5 6 (18.75%) Stakeholder and Relationship Management
5 6 (18.75%) Stakeholder Management
6 5 (15.63%) Business Analysis
7 2 (6.25%) Agile Software Development
7 2 (6.25%) Domain Models
7 2 (6.25%) Mentoring
7 2 (6.25%) Physical Data Model
7 2 (6.25%) SDLC
7 2 (6.25%) Software Delivery
7 2 (6.25%) Waterfall
8 1 (3.13%) Business Process Modelling
8 1 (3.13%) Continuous Improvement
8 1 (3.13%) Continuous Integration
8 1 (3.13%) Data Flow Diagram
8 1 (3.13%) Data Migration
Programming Languages
1 21 (65.63%) Java
2 3 (9.38%) SQL
3 2 (6.25%) PL/SQL
Quality Assurance & Compliance
1 1 (3.13%) Data Quality
Vendors
1 3 (9.38%) Oracle