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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Ontology
Rank 826 925 915
Rank change year-on-year
+99 -10
Permanent jobs citing Ontologies 23 19 36
As % of all permanent IT jobs located in England 0.027% 0.019% 0.034%
As % of the Miscellaneous category 0.067% 0.044% 0.084%
Number of salaries quoted 22 17 28
Median salary £57,500 £48,750 £55,000
Median salary % change year-on-year
+17.94% -11.36%
90% offered a salary of more than £45,000 £41,728 £33,900
10% offered a salary of more than £67,000 £61,250 £90,000
UK excluding London median salary £55,000 £55,000 £51,250
% change year-on-year
- +7.31%
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
34560 42880 43046
As % of all permanent IT jobs located in England 40.91% 42.68% 40.52%
Number of salaries quoted 28357 34645 35042
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £29,500 £29,500 £27,500
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £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 7 December 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 7 December 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 +71 23 £57,500 +21.05% 4
Ontologies
UK

Ontologies
Top 30 Related IT Skills in England

For the 6 months to 7 December 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 43 (75.44%) Java
2 38 (66.67%) Computer Science
3 35 (61.40%) Degree
4 33 (57.89%) Big Data
5 30 (52.63%) Natural Language Processing
6 29 (50.88%) NoSQL
7 28 (49.12%) Artificial Intelligence
8 23 (40.35%) Machine Learning
9 21 (36.84%) Agile Software Development
10 19 (33.33%) Semantic Web
11 18 (31.58%) Spring
12 17 (29.82%) Publishing
12 17 (29.82%) Algorithms
13 16 (28.07%) Triplestore
14 15 (26.32%) RDF
14 15 (26.32%) Multithreading
14 15 (26.32%) SPARQL
14 15 (26.32%) Visualisation
15 13 (22.81%) Mathematics
15 13 (22.81%) Finance
16 12 (21.05%) HTML
17 11 (19.30%) SQL
18 10 (17.54%) JavaScript
18 10 (17.54%) Python
19 9 (15.79%) PhD
19 9 (15.79%) Data Modelling
19 9 (15.79%) Lucene
19 9 (15.79%) Bioinformatics
19 9 (15.79%) Software Engineering
19 9 (15.79%) RESTful

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 7 (12.28%) Apache Solr
2 6 (10.53%) Elasticsearch
3 5 (8.77%) Apache Spark
3 5 (8.77%) Drupal
4 4 (7.02%) Apache
5 3 (5.26%) Tomcat
6 2 (3.51%) CMS
6 2 (3.51%) WordPress
Applications
1 2 (3.51%) Spreadsheet
Business Applications
1 1 (1.75%) SAP Oil and Gas
Cloud Services
1 4 (7.02%) Amazon AWS
1 4 (7.02%) Google Cloud Platform
Communications & Networking
1 7 (12.28%) HTTP
2 1 (1.75%) Internet
Database & Business Intelligence
1 33 (57.89%) Big Data
2 29 (50.88%) NoSQL
3 16 (28.07%) Triplestore
4 5 (8.77%) Data Warehouse
4 5 (8.77%) Relational Database
5 4 (7.02%) BigQuery
5 4 (7.02%) Hadoop
5 4 (7.02%) Neo4j
6 2 (3.51%) MySQL
6 2 (3.51%) SQL Server
7 1 (1.75%) Data Lake
7 1 (1.75%) MariaDB
7 1 (1.75%) Text Mining
Development Applications
1 5 (8.77%) Subversion
2 3 (5.26%) Git (software)
2 3 (5.26%) Team Foundation Server
3 2 (3.51%) Maven
General
1 17 (29.82%) Publishing
2 13 (22.81%) Finance
3 4 (7.02%) Legal
3 4 (7.02%) Pharmaceutical
4 1 (1.75%) Banking
4 1 (1.75%) Electronics
4 1 (1.75%) French Language
4 1 (1.75%) Manufacturing
4 1 (1.75%) Marketing
4 1 (1.75%) Military
4 1 (1.75%) Telecoms
Job Titles
1 27 (47.37%) Developer
2 15 (26.32%) Java Developer
3 12 (21.05%) Architect
4 7 (12.28%) Artificial Intelligence Developer
4 7 (12.28%) Data Architect
4 7 (12.28%) Software Engineer
5 6 (10.53%) Machine Learning Developer
5 6 (10.53%) Semantic Web Developer
5 6 (10.53%) Web Developer
6 5 (8.77%) Information Architect
6 5 (8.77%) Java Engineer
7 4 (7.02%) Data Engineer
7 4 (7.02%) Java Software Engineer
7 4 (7.02%) Senior Architect
7 4 (7.02%) Senior Data Architect
7 4 (7.02%) Software Developer
8 3 (5.26%) Java Scala Software Engineer
8 3 (5.26%) Scala Software Engineer
9 2 (3.51%) 2nd Line Engineer
9 2 (3.51%) AWS Engineer
Libraries, Frameworks & Software Standards
1 30 (52.63%) Natural Language Processing
2 18 (31.58%) Spring
3 12 (21.05%) HTML
4 9 (15.79%) Lucene
4 9 (15.79%) RESTful
5 7 (12.28%) Apache Jena
5 7 (12.28%) CSS
5 7 (12.28%) XML
5 7 (12.28%) XSLT
6 4 (7.02%) HTML5
7 3 (5.26%) J2EE
7 3 (5.26%) jQuery
7 3 (5.26%) REST
7 3 (5.26%) Web Services
8 2 (3.51%) Thymeleaf
9 1 (1.75%) CoreNLP
9 1 (1.75%) OpenNLP
9 1 (1.75%) Spring Boot
Miscellaneous
1 38 (66.67%) Computer Science
2 28 (49.12%) Artificial Intelligence
3 19 (33.33%) Semantic Web
4 17 (29.82%) Algorithms
5 15 (26.32%) Visualisation
6 13 (22.81%) Mathematics
7 8 (14.04%) Data Integration
8 7 (12.28%) Linked Data
9 5 (8.77%) Analytical Skills
9 5 (8.77%) Biology
9 5 (8.77%) Data Structures
9 5 (8.77%) Taxonomies
10 4 (7.02%) Kindle
10 4 (7.02%) Social Media
11 3 (5.26%) Informatics
11 3 (5.26%) Life Science
11 3 (5.26%) User Experience
12 2 (3.51%) Physics
13 1 (1.75%) Data Extraction
13 1 (1.75%) Management Information System
Operating Systems
1 4 (7.02%) Linux
2 3 (5.26%) Unix
3 2 (3.51%) CentOS
3 2 (3.51%) Windows
3 2 (3.51%) Windows Server
3 2 (3.51%) Windows Server 2008
Processes & Methodologies
1 23 (40.35%) Machine Learning
2 21 (36.84%) Agile Software Development
3 15 (26.32%) Multithreading
3 15 (26.32%) RDF
4 9 (15.79%) Bioinformatics
4 9 (15.79%) Data Architecture
4 9 (15.79%) Data Modelling
4 9 (15.79%) Microservices
4 9 (15.79%) Software Engineering
5 8 (14.04%) Web Development
6 7 (12.28%) ETL
7 6 (10.53%) Business Intelligence
7 6 (10.53%) Data Analysis
7 6 (10.53%) Information Architecture
7 6 (10.53%) Information Management
8 5 (8.77%) SDLC
9 4 (7.02%) Analytics
9 4 (7.02%) Dashboard Development
9 4 (7.02%) Logical Data Model
9 4 (7.02%) Physical Data Model
Programming Languages
1 43 (75.44%) Java
2 15 (26.32%) SPARQL
3 11 (19.30%) SQL
4 10 (17.54%) JavaScript
4 10 (17.54%) Python
5 9 (15.79%) Scala
6 5 (8.77%) PHP
7 3 (5.26%) R
7 3 (5.26%) XQuery
8 1 (1.75%) C
8 1 (1.75%) Perl
Qualifications
1 35 (61.40%) Degree
2 9 (15.79%) PhD
Quality Assurance & Compliance
1 5 (8.77%) SNOMED CT
2 4 (7.02%) ISO 9001
3 1 (1.75%) Data Quality
Vendors
1 6 (10.53%) Google
2 2 (3.51%) Oracle
3 1 (1.75%) Apple
3 1 (1.75%) Cognizant
3 1 (1.75%) SAP
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