The following table provides summary statistics for permanent job vacancies advertised in Scotland with a requirement for Ontologies skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Ontologies over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Ontology
UK / Scotland
Rank 132 - -
Rank change year-on-year - 0  
Permanent jobs citing Ontologies 6 0 0
As % of all permanent IT jobs advertised in Scotland 0.26% - -
As % of the Processes & Methodologies category 0.28% - -
Number of salaries quoted 6 0 0
Median salary £77,500 - -
UK excluding London median salary £77,500 £40,000 £32,500
% change year-on-year +93.75% +23.07%  

Ontologies 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 Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2116 2646 2748
As % of all permanent IT job vacancies advertised in Scotland 91.25% 90.49% 88.90%
Number of salaries quoted 1329 1706 1674
Median salary £45,000 £46,500 £44,000
Median salary % change year-on-year -3.22% +5.68%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Ontologies
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Ontologies as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Ontologies in Scotland

Ontologies
Salary Trend in Scotland

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

Salary trend for Ontologies in Scotland

Ontologies
Salary Histogram in Scotland

The salary distribution of IT jobs citing Ontologies in Scotland over the 3 months to 24 March 2017.

Salary histogram for Ontologies 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 24 March 2017. 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 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
Edinburgh - 5 £77,500 -
Glasgow - 1 £60,000 -
Ontologies
UK

Ontologies
Top 30 Related IT Skills in Scotland

For the 6 months to 24 March 2017, 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 11 (100.00%) Data Modelling
1 11 (100.00%) Data Management
2 10 (90.91%) Data Architecture
3 9 (81.82%) Taxonomies
3 9 (81.82%) IBM
3 9 (81.82%) ERwin
4 8 (72.73%) Degree
4 8 (72.73%) Analytical Skills
5 7 (63.64%) Enterprise Architecture
5 7 (63.64%) Finance
6 6 (54.55%) Data Warehouse
6 6 (54.55%) SOA
6 6 (54.55%) Data Integration
6 6 (54.55%) Analytics
6 6 (54.55%) Data Lineage
7 5 (45.45%) IT Strategy
7 5 (45.45%) Master Data Management
7 5 (45.45%) Kafka
7 5 (45.45%) HBase
7 5 (45.45%) Apache Spark
7 5 (45.45%) Relational Database
7 5 (45.45%) Hadoop
7 5 (45.45%) Apache Hive
7 5 (45.45%) ETL
7 5 (45.45%) Oracle
7 5 (45.45%) SQL Server
7 5 (45.45%) Business Intelligence
7 5 (45.45%) RDBMS
7 5 (45.45%) Data Security
7 5 (45.45%) Teradata

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:

Application Platforms
1 5 (45.45%) Apache Spark
2 4 (36.36%) Oracle SOA Suite
Database & Business Intelligence
1 6 (54.55%) Data Warehouse
2 5 (45.45%) Apache Hive
2 5 (45.45%) Hadoop
2 5 (45.45%) HBase
2 5 (45.45%) RDBMS
2 5 (45.45%) Relational Database
2 5 (45.45%) SQL Server
3 4 (36.36%) Data Lake
3 4 (36.36%) OLAP
3 4 (36.36%) OLTP
3 4 (36.36%) Star Schema
4 2 (18.18%) Big Data
4 2 (18.18%) NoSQL
Development Applications
1 9 (81.82%) ERwin
2 4 (36.36%) MagicDraw
General
1 7 (63.64%) Finance
2 5 (45.45%) Banking
3 4 (36.36%) Back Office
3 4 (36.36%) General Ledger
Job Titles
1 9 (81.82%) Architect
2 5 (45.45%) Data Architect
2 5 (45.45%) Senior Architect
2 5 (45.45%) Senior Data Architect
3 4 (36.36%) Information Architect
4 2 (18.18%) Designer
5 1 (9.09%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 5 (45.45%) Kafka
2 4 (36.36%) XML
2 4 (36.36%) XML Schema
Miscellaneous
1 9 (81.82%) Taxonomies
2 8 (72.73%) Analytical Skills
3 4 (36.36%) Computer Science
3 4 (36.36%) Reference Data
4 2 (18.18%) Data Structures
4 2 (18.18%) Management Information System
Processes & Methodologies
1 11 (100.00%) Data Management
1 11 (100.00%) Data Modelling
2 10 (90.91%) Data Architecture
3 7 (63.64%) Enterprise Architecture
4 6 (54.55%) Analytics
4 6 (54.55%) Data Integration
4 6 (54.55%) Data Lineage
4 6 (54.55%) SOA
5 5 (45.45%) Business Intelligence
5 5 (45.45%) Data Security
5 5 (45.45%) ETL
5 5 (45.45%) IT Strategy
5 5 (45.45%) Master Data Management
6 4 (36.36%) Data Migration
6 4 (36.36%) Metadata Management
6 4 (36.36%) Migration
6 4 (36.36%) Reference Data Management
6 4 (36.36%) Service Design
6 4 (36.36%) UML
6 4 (36.36%) Validation
Qualifications
1 8 (72.73%) Degree
Quality Assurance & Compliance
1 4 (36.36%) Data Quality
1 4 (36.36%) ISO20022
Vendors
1 9 (81.82%) IBM
2 5 (45.45%) Oracle
2 5 (45.45%) Teradata