The table below looks at the prevalence of the term Ontologies in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Ontologies over the 3 months to 31 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
31 Aug 2016
Same period 2015 Same period 2014
Ontology
Rank 882 957 942
Rank change year-on-year
+75 -15
Permanent jobs citing Ontologies 32 23 29
As % of all permanent IT jobs located in the UK 0.033% 0.021% 0.025%
As % of the Miscellaneous category 0.080% 0.050% 0.063%
Number of salaries quoted 25 16 19
Median salary £50,000 £42,500 £52,500
Median salary % change year-on-year
+17.64% -19.04%
90% offered a salary of more than £45,000 £27,500 £22,500
10% offered a salary of more than £88,000 £70,000 £80,000
UK excluding London median salary - £27,500 £22,500
% change year-on-year
- +22.22%

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

Miscellaneous Category
UK
Permanent IT job ads with a match in the
Miscellaneous category
40062 46237 45967
As % of all permanent IT jobs located in the UK 41.10% 42.19% 40.04%
Number of salaries quoted 32794 37084 35828
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,500 £28,000 £28,000
10% offered a salary of more than £80,000 £75,000 £77,500
UK excluding London median salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Ontologies
Jobs Demand Trend

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

Ontologies Jobs Demand Trend in the UK

Ontologies
Salary Trend

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

Ontologies Salary Trend in the UK

Ontologies
Salary Histogram

This chart provides a salary histogram for IT jobs citing Ontologies over the 3 months to 31 August 2016 within the UK.

Ontologies Salary Histogram in the UK

Ontologies
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ontologies within the UK over the 3 months to 31 August 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
England +45 32 £50,000 +17.64% 5
London +42 27 £50,000 -28.57% 4
City of London - 11 £50,000 -
East of England +22 5 - -
Cambridgeshire +12 5 - -
Cambridge +9 5 - -

Ontologies
Top 30 Related IT Skills

For the 6 months to 31 August 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 with a requirement for Ontologies.

1 42 (70.00%) Java
2 38 (63.33%) Computer Science
3 35 (58.33%) Big Data
4 34 (56.67%) Natural Language Processing
5 33 (55.00%) Degree
6 27 (45.00%) NoSQL
7 26 (43.33%) Machine Learning
8 23 (38.33%) Algorithms
9 22 (36.67%) Finance
9 22 (36.67%) Spring
10 20 (33.33%) Artificial Intelligence
10 20 (33.33%) Agile Software Development
11 19 (31.67%) Multithreading
11 19 (31.67%) Visualisation
12 15 (25.00%) Data Mining
13 14 (23.33%) Publishing
13 14 (23.33%) Semantic Web
13 14 (23.33%) Analytics
14 12 (20.00%) PhD
15 11 (18.33%) Python
15 11 (18.33%) SQL
15 11 (18.33%) Business Intelligence
15 11 (18.33%) Relational Database
16 10 (16.67%) Data Warehouse
16 10 (16.67%) Data Modelling
17 9 (15.00%) ETL
17 9 (15.00%) RDF
17 9 (15.00%) HTML
17 9 (15.00%) SPARQL
18 8 (13.33%) SDLC

Ontologies
Top Related IT Skills 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 6 (10.00%) Elasticsearch
2 4 (6.67%) Apache Solr
2 4 (6.67%) Apache Spark
3 2 (3.33%) CMS
3 2 (3.33%) Drupal
3 2 (3.33%) WordPress
Applications
1 3 (5.00%) XMetaL
2 2 (3.33%) Spreadsheet
3 1 (1.67%) MS Excel
3 1 (1.67%) MS Office
3 1 (1.67%) MS PowerPoint
Business Applications
1 1 (1.67%) SAP Oil and Gas
Cloud Services
1 5 (8.33%) Amazon AWS
2 4 (6.67%) Google Cloud Platform
Database & Business Intelligence
1 35 (58.33%) Big Data
2 27 (45.00%) NoSQL
3 15 (25.00%) Data Mining
4 11 (18.33%) Relational Database
5 10 (16.67%) Data Warehouse
6 6 (10.00%) Triplestore
7 5 (8.33%) Hadoop
7 5 (8.33%) Text Mining
8 4 (6.67%) BigQuery
9 3 (5.00%) Electronic Patient Records
9 3 (5.00%) MarkLogic
9 3 (5.00%) SQL Server
10 2 (3.33%) MySQL
10 2 (3.33%) Neo4j
10 2 (3.33%) RDBMS
11 1 (1.67%) Data Lake
11 1 (1.67%) DataStax
11 1 (1.67%) MariaDB
Development Applications
1 4 (6.67%) Git (software)
2 2 (3.33%) Subversion
General
1 22 (36.67%) Finance
2 14 (23.33%) Publishing
3 4 (6.67%) French Language
3 4 (6.67%) Pharmaceutical
4 3 (5.00%) Law
5 2 (3.33%) Banking
5 2 (3.33%) Marketing
6 1 (1.67%) Electronics
6 1 (1.67%) Manufacturing
6 1 (1.67%) Military
6 1 (1.67%) Telecoms
Job Titles
1 24 (40.00%) Developer
2 16 (26.67%) Java Developer
3 12 (20.00%) Architect
4 11 (18.33%) Data Architect
5 9 (15.00%) Machine Learning Developer
6 5 (8.33%) Artificial Intelligence Developer
6 5 (8.33%) Information Architect
7 4 (6.67%) Senior Architect
7 4 (6.67%) Senior Data Architect
7 4 (6.67%) Software Developer
7 4 (6.67%) Software Engineer
8 3 (5.00%) Enterprise Architect
8 3 (5.00%) Enterprise Data Architect
8 3 (5.00%) Enterprise Information Architect
8 3 (5.00%) Java Engineer
8 3 (5.00%) Machine Learning Engineer
8 3 (5.00%) XML Developer
9 2 (3.33%) 2nd Line Support Engineer
9 2 (3.33%) Analyst
9 2 (3.33%) Support Engineer
Libraries, Frameworks & Software Standards
1 34 (56.67%) Natural Language Processing
2 22 (36.67%) Spring
3 9 (15.00%) HTML
4 7 (11.67%) CSS
4 7 (11.67%) XML
5 6 (10.00%) Lucene
6 3 (5.00%) .NET
6 3 (5.00%) XHTML
6 3 (5.00%) XML Schema
6 3 (5.00%) XSL
6 3 (5.00%) XSLT
7 2 (3.33%) HTML5
7 2 (3.33%) RESTful
7 2 (3.33%) Thymeleaf
8 1 (1.67%) Spring Boot
Miscellaneous
1 38 (63.33%) Computer Science
2 23 (38.33%) Algorithms
3 20 (33.33%) Artificial Intelligence
4 19 (31.67%) Visualisation
5 14 (23.33%) Semantic Web
6 8 (13.33%) Clustering
7 7 (11.67%) Informatics
8 5 (8.33%) Biology
8 5 (8.33%) Management Information System
8 5 (8.33%) Mathematics
9 4 (6.67%) Data Integration
9 4 (6.67%) Data Structures
10 3 (5.00%) Life Science
10 3 (5.00%) User Experience
11 2 (3.33%) Physics
12 1 (1.67%) Analytical Skills
12 1 (1.67%) Blog
12 1 (1.67%) Enterprise Software
12 1 (1.67%) Kindle
12 1 (1.67%) Taxonomies
Operating Systems
1 4 (6.67%) Linux
2 3 (5.00%) Unix
3 2 (3.33%) CentOS
3 2 (3.33%) Windows
3 2 (3.33%) Windows Server
3 2 (3.33%) Windows Server 2008
Processes & Methodologies
1 26 (43.33%) Machine Learning
2 20 (33.33%) Agile Software Development
3 19 (31.67%) Multithreading
4 14 (23.33%) Analytics
5 11 (18.33%) Business Intelligence
6 10 (16.67%) Data Modelling
7 9 (15.00%) ETL
7 9 (15.00%) RDF
8 8 (13.33%) Data Architecture
8 8 (13.33%) Project Management
8 8 (13.33%) SDLC
9 6 (10.00%) Bioinformatics
9 6 (10.00%) Computational Linguistics
9 6 (10.00%) Information Architecture
9 6 (10.00%) Information Management
9 6 (10.00%) Software Engineering
10 5 (8.33%) Data Security
10 5 (8.33%) Enterprise Architecture
10 5 (8.33%) Knowledge Management
11 4 (6.67%) E-Commerce
Programming Languages
1 42 (70.00%) Java
2 11 (18.33%) Python
2 11 (18.33%) SQL
3 9 (15.00%) SPARQL
4 7 (11.67%) JavaScript
5 5 (8.33%) C++
5 5 (8.33%) Perl
6 3 (5.00%) C#
6 3 (5.00%) R
6 3 (5.00%) VBA
7 2 (3.33%) PHP
7 2 (3.33%) Scala
8 1 (1.67%) C
Qualifications
1 33 (55.00%) Degree
2 12 (20.00%) PhD
3 1 (1.67%) MBA
Quality Assurance & Compliance
1 6 (10.00%) SNOMED CT
2 1 (1.67%) Data Quality
2 1 (1.67%) ISO 9001
System Software
1 1 (1.67%) HDFS
Vendors
1 6 (10.00%) Google
2 2 (3.33%) Oracle
3 1 (1.67%) Apple
3 1 (1.67%) Cognizant
3 1 (1.67%) Hortonworks
3 1 (1.67%) Intel
3 1 (1.67%) Microsoft
3 1 (1.67%) SAP
3 1 (1.67%) Teradata
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