Period
to 24 April 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Ontologies skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Ontologies over the 6 months to 24 April 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Ontology
Scotland > Edinburgh
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 137 101 137
Rank change year-on-year -36 +36 -
Contract jobs citing Ontologies 1 3 4
As % of all contract IT jobs advertised in Edinburgh 0.036% 0.16% 0.14%
As % of the Processes & Methodologies category 0.041% 0.19% 0.16%
Number of daily rates quoted 1 3 4
Edinburgh median daily rate £750 £500 £600
Median daily rate % change year-on-year +50.00% -16.67% -
Scotland median daily rate £750 £500 £600
% change year-on-year +50.00% -16.67% -
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

Ontologies is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Edinburgh with a requirement for process or methodology skills.

All Process and Methodology Skills
Edinburgh
Contract vacancies with a requirement for process or methodology skills 2,445 1,588 2,459
As % of all contract IT jobs advertised in Edinburgh 87.10% 86.40% 84.62%
Number of daily rates quoted 1,470 991 1,335
Edinburgh median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +3.23%
10th Percentile £290 £263 £275
90th Percentile £575 £550 £566
Scotland median daily rate £400 £375 £380
% change year-on-year +6.67% -1.32% +1.33%
Number of hourly rates quoted 20 20 14
Edinburgh median hourly rate £28.00 £16.93 £22.75
Median hourly rate % change year-on-year +65.39% -25.58% -20.18%
10th Percentile £14.59 £12.95 £14.13
90th Percentile £119.33 £43.77 £42.43
Scotland median hourly rate £21.00 £17.36 £36.00
% change year-on-year +21.00% -51.79% +32.11%

Ontologies
Job Vacancy Trend in Edinburgh

Job postings citing Ontologies as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Ontologies in Edinburgh

For the 6 months to 24 April 2018, IT contractor jobs citing Ontologies also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Edinburgh region with a requirement for Ontologies.

1 1 (100.00%) SQL
1 1 (100.00%) Oracle
1 1 (100.00%) SQL Server
1 1 (100.00%) Data Modelling
1 1 (100.00%) SOA
1 1 (100.00%) ETL
1 1 (100.00%) Business Intelligence
1 1 (100.00%) RDBMS
1 1 (100.00%) IBM
1 1 (100.00%) ERwin
1 1 (100.00%) Data Security
1 1 (100.00%) Migration
1 1 (100.00%) Teradata
1 1 (100.00%) Banking
1 1 (100.00%) Enterprise Architecture
1 1 (100.00%) Retail Banking
1 1 (100.00%) Taxonomies
1 1 (100.00%) Hadoop
1 1 (100.00%) Apache Hive
1 1 (100.00%) HBase
1 1 (100.00%) Oracle SOA Suite
1 1 (100.00%) Machine Learning
1 1 (100.00%) Kafka
1 1 (100.00%) Analytics
1 1 (100.00%) Master Data Management
1 1 (100.00%) Relational Database
1 1 (100.00%) Apache Spark
1 1 (100.00%) IT Strategy

Ontologies
Co-occurring IT Skills in Edinburgh 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 1 (100.00%) Apache Spark
1 1 (100.00%) Oracle SOA Suite
Database & Business Intelligence
1 1 (100.00%) Apache Hive
1 1 (100.00%) Hadoop
1 1 (100.00%) HBase
1 1 (100.00%) RDBMS
1 1 (100.00%) Relational Database
1 1 (100.00%) SQL Server
Development Applications
1 1 (100.00%) ERwin
General
1 1 (100.00%) Banking
1 1 (100.00%) Retail Banking
Job Titles
1 1 (100.00%) Architect
1 1 (100.00%) Data Architect
1 1 (100.00%) Senior Architect
1 1 (100.00%) Senior Data Architect
Libraries, Frameworks & Software Standards
1 1 (100.00%) Kafka
Miscellaneous
1 1 (100.00%) Taxonomies
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Security
1 1 (100.00%) Enterprise Architecture
1 1 (100.00%) ETL
1 1 (100.00%) IT Strategy
1 1 (100.00%) Machine Learning
1 1 (100.00%) Master Data Management
1 1 (100.00%) Migration
1 1 (100.00%) SOA
Programming Languages
1 1 (100.00%) SQL
Vendors
1 1 (100.00%) IBM
1 1 (100.00%) Oracle
1 1 (100.00%) Teradata