The table below looks at the prevalence of the term Ontologies in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Ontologies over the 3 months to 4 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
4 Dec 2016
Same period 2015 Same period 2014
Ontology
Rank 126 164 -
Rank change year-on-year
+38 -
Permanent jobs citing Ontologies 6 1 0
As % of all permanent IT jobs located in Scotland 0.26% 0.032% -
As % of the Miscellaneous category 0.77% 0.077% -
Number of salaries quoted 2 0 0
Median salary £55,000 - -
UK excluding London median salary £55,000 £55,000 £51,250
% change year-on-year
- +7.31%
Ontologies
UK

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Scotland region.

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
776 1293 1164
As % of all permanent IT jobs located in Scotland 33.11% 41.72% 35.95%
Number of salaries quoted 481 753 742
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £30,000 £30,000 £28,000
10% offered a salary of more than £62,500 £60,000 £59,119
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Ontologies
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Ontologies as a proportion of all IT jobs with a match in the Miscellaneous category.

Ontologies Jobs Demand Trend in Scotland

Ontologies
Salary Trend in Scotland

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Ontologies across the Scotland region.

Ontologies Salary Trend in Scotland

Ontologies
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ontologies within the Scotland region over the 3 months to 4 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow - 6 £55,000 -
Ontologies
UK

Ontologies
Top 30 Related IT Skills in Scotland

For the 6 months to 4 December 2016, IT jobs citing Ontologies 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 Scotland region with a requirement for Ontologies.

1 6 (100.00%) Data Warehouse
1 6 (100.00%) Data Modelling
1 6 (100.00%) Data Management
1 6 (100.00%) Data Integration
1 6 (100.00%) Data Architecture
1 6 (100.00%) Data Lineage
2 4 (66.67%) Data Lake
2 4 (66.67%) Logical Data Model
2 4 (66.67%) Physical Data Model
2 4 (66.67%) ISO20022
2 4 (66.67%) Data Quality
2 4 (66.67%) Metadata Management
2 4 (66.67%) Analytical Skills
2 4 (66.67%) Cash Management
2 4 (66.67%) Banking
2 4 (66.67%) Reference Data
2 4 (66.67%) Information Architecture
2 4 (66.67%) General Ledger
2 4 (66.67%) MagicDraw
2 4 (66.67%) Taxonomies
2 4 (66.67%) Degree
2 4 (66.67%) Data Migration
2 4 (66.67%) OLAP
2 4 (66.67%) XML
2 4 (66.67%) UML
2 4 (66.67%) Back Office
2 4 (66.67%) Migration
2 4 (66.67%) XML Schema
2 4 (66.67%) OLTP
2 4 (66.67%) Star Schema

Ontologies
Top Related 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:

Database & Business Intelligence
1 6 (100.00%) Data Warehouse
2 4 (66.67%) Data Lake
2 4 (66.67%) OLAP
2 4 (66.67%) OLTP
2 4 (66.67%) Star Schema
3 2 (33.33%) Big Data
3 2 (33.33%) NoSQL
Development Applications
1 4 (66.67%) ERwin
1 4 (66.67%) MagicDraw
General
1 4 (66.67%) Back Office
1 4 (66.67%) Banking
1 4 (66.67%) General Ledger
2 2 (33.33%) Finance
Job Titles
1 4 (66.67%) Architect
1 4 (66.67%) Information Architect
2 2 (33.33%) Designer
Libraries, Frameworks & Software Standards
1 4 (66.67%) XML
1 4 (66.67%) XML Schema
Miscellaneous
1 6 (100.00%) Data Integration
2 4 (66.67%) Analytical Skills
2 4 (66.67%) Reference Data
2 4 (66.67%) Taxonomies
3 2 (33.33%) Data Structures
3 2 (33.33%) Management Information System
3 2 (33.33%) Visualisation
Processes & Methodologies
1 6 (100.00%) Data Architecture
1 6 (100.00%) Data Lineage
1 6 (100.00%) Data Management
1 6 (100.00%) Data Modelling
2 4 (66.67%) Cash Management
2 4 (66.67%) Data Migration
2 4 (66.67%) Information Architecture
2 4 (66.67%) Logical Data Model
2 4 (66.67%) Metadata Management
2 4 (66.67%) Migration
2 4 (66.67%) Physical Data Model
2 4 (66.67%) UML
3 2 (33.33%) ArchiMate
3 2 (33.33%) Data Analytics
3 2 (33.33%) Data Protection
3 2 (33.33%) Enterprise Architecture
3 2 (33.33%) Information Security
3 2 (33.33%) Line Management
3 2 (33.33%) SOA
3 2 (33.33%) TOGAF
Qualifications
1 4 (66.67%) Degree
Quality Assurance & Compliance
1 4 (66.67%) Data Quality
1 4 (66.67%) ISO20022
Vendors
1 4 (66.67%) IBM