Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Logical Data Model
UK > Scotland
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 198 212 208
Rank change year-on-year +14 -4 +7
Permanent jobs citing Logical Data Model 27 8 34
As % of all permanent IT jobs advertised in Scotland 0.49% 0.15% 0.60%
As % of the Processes & Methodologies category 0.53% 0.16% 0.64%
Number of salaries quoted 25 6 20
Scotland median annual salary £67,000 £62,500 £55,000
Median salary % change year-on-year +7.20% +13.64% +29.41%
10th Percentile £27,150 £44,375 £46,500
90th Percentile £70,000 £72,500 £57,500
UK median annual salary £66,000 £60,000 £55,000
% change year-on-year +10.00% +9.09% -12.00%

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 5,078 4,938 5,277
As % of all permanent IT jobs advertised in Scotland 92.94% 92.58% 92.43%
Number of salaries quoted 3,379 3,076 3,134
Scotland median annual salary £45,000 £44,000 £45,000
Median salary % change year-on-year +2.27% -2.22% +5.88%
10th Percentile £29,750 £28,500 £26,750
90th Percentile £70,000 £68,750 £65,000
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

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 15 August 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 15 August 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 +19 23 £65,000 +8.33% 2
Glasgow -15 3 £68,000 -2.86% 1
Logical Data Model
UK

For the 6 months to 15 August 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 27 (100.00%) Data Modelling
2 25 (92.59%) Sequence Diagram
3 16 (59.26%) Java
4 15 (55.56%) UML
4 15 (55.56%) OO
4 15 (55.56%) JBoss
5 11 (40.74%) Use Case
6 6 (22.22%) Stakeholder Management
6 6 (22.22%) Stakeholder and Relationship Management
7 5 (18.52%) Business Analysis
8 3 (11.11%) Finance
9 2 (7.41%) Oracle Database
9 2 (7.41%) SQL
9 2 (7.41%) Oracle
10 1 (3.70%) PL/SQL
10 1 (3.70%) Oracle Forms
10 1 (3.70%) Data Warehouse
10 1 (3.70%) Migration
10 1 (3.70%) ETL
10 1 (3.70%) Data Quality
10 1 (3.70%) Oracle Database 12c
10 1 (3.70%) Data Migration
10 1 (3.70%) Data Mapping
10 1 (3.70%) Waterfall
10 1 (3.70%) MongoDB
10 1 (3.70%) NoSQL
10 1 (3.70%) Agile Software Development
10 1 (3.70%) Data Analysis
10 1 (3.70%) Mentoring
10 1 (3.70%) Data Structures

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 15 (55.56%) JBoss
Database & Business Intelligence
1 2 (7.41%) Oracle Database
2 1 (3.70%) Data Warehouse
2 1 (3.70%) MongoDB
2 1 (3.70%) NoSQL
2 1 (3.70%) Oracle Database 12c
Development Applications
1 1 (3.70%) Oracle Forms
General
1 3 (11.11%) Finance
Job Titles
1 15 (55.56%) Architect
1 15 (55.56%) Solutions Architect
2 12 (44.44%) Senior Architect
2 12 (44.44%) Senior Solutions Architect
3 11 (40.74%) Analyst
4 10 (37.04%) Business Analyst
5 4 (14.81%) Junior
5 4 (14.81%) Junior Analyst
5 4 (14.81%) Junior Business Analyst
6 3 (11.11%) Business IT Analyst
6 3 (11.11%) IT Analyst
6 3 (11.11%) IT Business Analyst
7 2 (7.41%) Lead Architect
7 2 (7.41%) Lead Solutions Architect
8 1 (3.70%) ETL Analyst
8 1 (3.70%) Migration Analyst
8 1 (3.70%) SQL Analyst
Miscellaneous
1 1 (3.70%) Data Structures
Processes & Methodologies
1 27 (100.00%) Data Modelling
2 25 (92.59%) Sequence Diagram
3 15 (55.56%) OO
3 15 (55.56%) UML
4 11 (40.74%) Use Case
5 6 (22.22%) Stakeholder and Relationship Management
5 6 (22.22%) Stakeholder Management
6 5 (18.52%) Business Analysis
7 1 (3.70%) Agile Software Development
7 1 (3.70%) Business Process Modelling
7 1 (3.70%) Data Analysis
7 1 (3.70%) Data Flow Diagram
7 1 (3.70%) Data Mapping
7 1 (3.70%) Data Migration
7 1 (3.70%) Domain Models
7 1 (3.70%) Mentoring
7 1 (3.70%) Physical Data Model
7 1 (3.70%) SDLC
7 1 (3.70%) Software Delivery
7 1 (3.70%) Waterfall
Programming Languages
1 16 (59.26%) Java
2 2 (7.41%) SQL
3 1 (3.70%) PL/SQL
Quality Assurance & Compliance
1 1 (3.70%) Data Quality
Vendors
1 2 (7.41%) Oracle