The table below looks at the prevalence of the term Ontologies in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Ontologies over the 3 months to 24 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Jul 2016
Same period 2015 Same period 2014
Ontology
Rank 854 929 922
Rank change year-on-year
+75 -7
Permanent jobs citing Ontologies 42 16 38
As % of all permanent IT jobs located in England 0.046% 0.016% 0.035%
As % of the Miscellaneous category 0.11% 0.037% 0.087%
Number of salaries quoted 33 10 22
Median salary £55,000 £27,500 £70,000
Median salary % change year-on-year
+100.00% -60.71%
90% offered a salary of more than £40,500 £27,500 £22,500
10% offered a salary of more than £90,000 £70,000 £80,000
UK excluding London median salary £40,000 £27,500 £22,500
% change year-on-year
+45.45% +22.22%
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 England region.

Miscellaneous Category
England
Permanent IT job ads with a match in the
Miscellaneous category
38204 42949 43915
As % of all permanent IT jobs located in England 41.62% 41.73% 40.75%
Number of salaries quoted 31676 34350 34976
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 £27,500 £29,000
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 in England

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

Ontologies Jobs Demand Trend in England

Ontologies
Salary Trend in England

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

Ontologies Salary Trend in England

Ontologies
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Ontologies across the England region over the 3 months to 24 July 2016.

Ontologies Salary Histogram in England

Ontologies
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ontologies within the England region over the 3 months to 24 July 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
London - 34 £60,000 - 5
East of England +37 7 £40,000 - 1
North West +21 1 - -
Ontologies
UK

Ontologies
Top 30 Related IT Skills in England

For the 6 months to 24 July 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 England region with a requirement for Ontologies.

1 36 (62.07%) Java
2 33 (56.90%) Computer Science
3 29 (50.00%) Degree
4 28 (48.28%) Natural Language Processing
4 28 (48.28%) Big Data
5 20 (34.48%) Machine Learning
5 20 (34.48%) Finance
6 19 (32.76%) Semantic Web
6 19 (32.76%) NoSQL
7 17 (29.31%) Analytics
7 17 (29.31%) Algorithms
8 16 (27.59%) Spring
8 16 (27.59%) Data Mining
9 15 (25.86%) Agile Software Development
10 14 (24.14%) Relational Database
11 13 (22.41%) Business Intelligence
11 13 (22.41%) Data Modelling
11 13 (22.41%) Multithreading
11 13 (22.41%) Visualisation
12 12 (20.69%) Artificial Intelligence
12 12 (20.69%) Data Warehouse
12 12 (20.69%) Project Management
13 11 (18.97%) HTML
13 11 (18.97%) PhD
13 11 (18.97%) Python
13 11 (18.97%) RDF
13 11 (18.97%) SPARQL
13 11 (18.97%) SDLC
14 10 (17.24%) Publishing
15 9 (15.52%) JavaScript

Ontologies
Top Related IT Skills in England 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 (8.62%) Elasticsearch
2 4 (6.90%) Apache Solr
3 3 (5.17%) Apache Spark
4 2 (3.45%) CMS
4 2 (3.45%) Drupal
4 2 (3.45%) WordPress
Applications
1 5 (8.62%) XMetaL
2 2 (3.45%) Spreadsheet
3 1 (1.72%) MS Excel
3 1 (1.72%) MS Office
3 1 (1.72%) MS PowerPoint
Business Applications
1 1 (1.72%) SAP Oil and Gas
Cloud Services
1 4 (6.90%) Amazon AWS
2 3 (5.17%) Google Cloud Platform
Database & Business Intelligence
1 28 (48.28%) Big Data
2 19 (32.76%) NoSQL
3 16 (27.59%) Data Mining
4 14 (24.14%) Relational Database
5 12 (20.69%) Data Warehouse
6 6 (10.34%) Text Mining
7 5 (8.62%) Hadoop
7 5 (8.62%) MarkLogic
7 5 (8.62%) Triplestore
8 4 (6.90%) Electronic Patient Records
9 3 (5.17%) BigQuery
9 3 (5.17%) SQL Server
10 2 (3.45%) MySQL
10 2 (3.45%) Neo4j
10 2 (3.45%) RDBMS
11 1 (1.72%) Data Lake
11 1 (1.72%) DataStax
11 1 (1.72%) MariaDB
Development Applications
1 4 (6.90%) Git (software)
2 2 (3.45%) Subversion
General
1 20 (34.48%) Finance
2 10 (17.24%) Publishing
3 7 (12.07%) French Language
4 3 (5.17%) Law
4 3 (5.17%) Pharmaceutical
5 2 (3.45%) Banking
5 2 (3.45%) Marketing
6 1 (1.72%) Electronics
6 1 (1.72%) Manufacturing
6 1 (1.72%) Military
6 1 (1.72%) Telecoms
Job Titles
1 20 (34.48%) Developer
2 14 (24.14%) Architect
3 13 (22.41%) Data Architect
4 11 (18.97%) Java Developer
5 7 (12.07%) Information Architect
5 7 (12.07%) Machine Learning Developer
6 6 (10.34%) Enterprise Architect
6 6 (10.34%) Enterprise Data Architect
7 5 (8.62%) Enterprise Information Architect
7 5 (8.62%) XML Developer
8 4 (6.90%) Software Developer
9 3 (5.17%) Java Engineer
9 3 (5.17%) Machine Learning Engineer
9 3 (5.17%) Senior Architect
9 3 (5.17%) Senior Data Architect
9 3 (5.17%) Software Engineer
9 3 (5.17%) XML XSLT Developer
10 2 (3.45%) 2nd Line Engineer
10 2 (3.45%) AWS Engineer
10 2 (3.45%) Knowledge Engineer
Libraries, Frameworks & Software Standards
1 28 (48.28%) Natural Language Processing
2 16 (27.59%) Spring
3 11 (18.97%) HTML
4 9 (15.52%) CSS
4 9 (15.52%) XML
5 5 (8.62%) .NET
5 5 (8.62%) Lucene
5 5 (8.62%) XHTML
5 5 (8.62%) XML Schema
5 5 (8.62%) XSL
5 5 (8.62%) XSLT
6 2 (3.45%) HTML5
6 2 (3.45%) RESTful
6 2 (3.45%) Thymeleaf
7 1 (1.72%) Spring Boot
Miscellaneous
1 33 (56.90%) Computer Science
2 19 (32.76%) Semantic Web
3 17 (29.31%) Algorithms
4 13 (22.41%) Visualisation
5 12 (20.69%) Artificial Intelligence
6 8 (13.79%) Clustering
6 8 (13.79%) Informatics
6 8 (13.79%) Management Information System
7 7 (12.07%) Data Structures
8 4 (6.90%) Biology
9 3 (5.17%) Data Integration
9 3 (5.17%) Mathematics
9 3 (5.17%) User Experience
10 2 (3.45%) Kindle
10 2 (3.45%) Life Science
10 2 (3.45%) Physics
11 1 (1.72%) Blog
11 1 (1.72%) Enterprise Software
11 1 (1.72%) Linked Data
11 1 (1.72%) Taxonomies
Operating Systems
1 4 (6.90%) Linux
2 2 (3.45%) CentOS
2 2 (3.45%) Unix
2 2 (3.45%) Windows
2 2 (3.45%) Windows Server
2 2 (3.45%) Windows Server 2008
Processes & Methodologies
1 20 (34.48%) Machine Learning
2 17 (29.31%) Analytics
3 15 (25.86%) Agile Software Development
4 13 (22.41%) Business Intelligence
4 13 (22.41%) Data Modelling
4 13 (22.41%) Multithreading
5 12 (20.69%) Project Management
6 11 (18.97%) RDF
6 11 (18.97%) SDLC
7 9 (15.52%) Information Architecture
7 9 (15.52%) Information Management
8 8 (13.79%) Data Security
8 8 (13.79%) Enterprise Architecture
8 8 (13.79%) Knowledge Management
9 7 (12.07%) ETL
10 6 (10.34%) Data Architecture
11 5 (8.62%) Bioinformatics
11 5 (8.62%) Content Development
11 5 (8.62%) Content Management
12 4 (6.90%) Open Source
Programming Languages
1 36 (62.07%) Java
2 11 (18.97%) Python
2 11 (18.97%) SPARQL
3 9 (15.52%) JavaScript
3 9 (15.52%) SQL
4 7 (12.07%) C++
5 6 (10.34%) Perl
6 5 (8.62%) C#
6 5 (8.62%) VBA
7 3 (5.17%) R
8 2 (3.45%) PHP
9 1 (1.72%) Scala
Qualifications
1 29 (50.00%) Degree
2 11 (18.97%) PhD
3 1 (1.72%) MBA
Quality Assurance & Compliance
1 8 (13.79%) SNOMED CT
2 2 (3.45%) ISO 9001
3 1 (1.72%) Data Quality
System Software
1 1 (1.72%) HDFS
Vendors
1 5 (8.62%) Google
2 2 (3.45%) Oracle
3 1 (1.72%) Apple
3 1 (1.72%) Cognizant
3 1 (1.72%) Hortonworks
3 1 (1.72%) Intel
3 1 (1.72%) Microsoft
3 1 (1.72%) SAP
3 1 (1.72%) Teradata
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