The table below looks at the statistics for Ontologies skills 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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Ontology
UK / Scotland
Rank 127 153 -
Rank change year-on-year
+26 -
Permanent jobs citing Ontologies 6 2 0
As % of all permanent IT jobs located in Scotland 0.27% 0.068% -
As % of the Processes & Methodologies category 0.30% 0.075% -
Number of salaries quoted 6 0 0
Median salary £77,500 - -
UK excluding London median salary £68,750 £42,469 £32,500
% change year-on-year
+61.88% +30.67%

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

Processes & Methodologies Category
Scotland
Permanent IT job ads with a match in the
Processes & Methodologies category
2022 2681 2791
As % of all permanent IT jobs located in Scotland 90.23% 90.91% 88.63%
Number of salaries quoted 1315 1704 1748
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year
- +2.27%
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £67,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 Processes & Methodologies 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
Salary Histogram in Scotland

This chart provides a salary histogram for IT jobs citing Ontologies across the Scotland region over the 3 months to 26 February 2017.

Ontologies Salary Histogram 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 26 February 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 +6 5 £77,500 -
Glasgow - 1 £60,000 -
Ontologies
UK

Ontologies
Top 30 Related IT Skills in Scotland

For the 6 months to 26 February 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 12 (100.00%) Data Modelling
1 12 (100.00%) Data Management
2 11 (91.67%) Data Architecture
3 9 (75.00%) Taxonomies
3 9 (75.00%) IBM
3 9 (75.00%) ERwin
4 8 (66.67%) Degree
4 8 (66.67%) Finance
4 8 (66.67%) Enterprise Architecture
4 8 (66.67%) Analytical Skills
5 7 (58.33%) Analytics
5 7 (58.33%) Data Integration
5 7 (58.33%) Data Warehouse
5 7 (58.33%) SOA
5 7 (58.33%) Data Lineage
6 5 (41.67%) ETL
6 5 (41.67%) Oracle
6 5 (41.67%) SQL Server
6 5 (41.67%) Business Intelligence
6 5 (41.67%) RDBMS
6 5 (41.67%) Data Security
6 5 (41.67%) Teradata
6 5 (41.67%) Banking
6 5 (41.67%) Hadoop
6 5 (41.67%) Apache Hive
6 5 (41.67%) Master Data Management
6 5 (41.67%) Kafka
6 5 (41.67%) HBase
6 5 (41.67%) Apache Spark
6 5 (41.67%) Relational Database

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 (41.67%) Apache Spark
2 4 (33.33%) Oracle SOA Suite
Database & Business Intelligence
1 7 (58.33%) Data Warehouse
2 5 (41.67%) Apache Hive
2 5 (41.67%) Hadoop
2 5 (41.67%) HBase
2 5 (41.67%) RDBMS
2 5 (41.67%) Relational Database
2 5 (41.67%) SQL Server
3 4 (33.33%) Data Lake
3 4 (33.33%) OLAP
3 4 (33.33%) OLTP
3 4 (33.33%) Star Schema
4 3 (25.00%) Big Data
4 3 (25.00%) NoSQL
Development Applications
1 9 (75.00%) ERwin
2 4 (33.33%) MagicDraw
General
1 8 (66.67%) Finance
2 5 (41.67%) Banking
3 4 (33.33%) Back Office
3 4 (33.33%) General Ledger
Job Titles
1 9 (75.00%) Architect
2 5 (41.67%) Data Architect
2 5 (41.67%) Senior Architect
2 5 (41.67%) Senior Data Architect
3 4 (33.33%) Information Architect
4 3 (25.00%) Designer
5 1 (8.33%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 5 (41.67%) Kafka
2 4 (33.33%) XML
2 4 (33.33%) XML Schema
Miscellaneous
1 9 (75.00%) Taxonomies
2 8 (66.67%) Analytical Skills
3 4 (33.33%) Computer Science
3 4 (33.33%) Reference Data
4 3 (25.00%) Data Structures
4 3 (25.00%) Management Information System
Processes & Methodologies
1 12 (100.00%) Data Management
1 12 (100.00%) Data Modelling
2 11 (91.67%) Data Architecture
3 8 (66.67%) Enterprise Architecture
4 7 (58.33%) Analytics
4 7 (58.33%) Data Integration
4 7 (58.33%) Data Lineage
4 7 (58.33%) SOA
5 5 (41.67%) Business Intelligence
5 5 (41.67%) Data Security
5 5 (41.67%) ETL
5 5 (41.67%) Master Data Management
6 4 (33.33%) Cash Management
6 4 (33.33%) Data Migration
6 4 (33.33%) Information Architecture
6 4 (33.33%) Machine Learning
6 4 (33.33%) Metadata Management
6 4 (33.33%) Migration
6 4 (33.33%) UML
6 4 (33.33%) Validation
Qualifications
1 8 (66.67%) Degree
Quality Assurance & Compliance
1 4 (33.33%) Data Quality
1 4 (33.33%) ISO20022
Vendors
1 9 (75.00%) IBM
2 5 (41.67%) Oracle
2 5 (41.67%) Teradata