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 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Ontology
Rank 877 957 956
Rank change year-on-year
+80 -1
Permanent jobs citing Ontologies 41 18 37
As % of all permanent IT jobs located in the UK 0.042% 0.016% 0.032%
As % of the Miscellaneous category 0.10% 0.039% 0.078%
Number of salaries quoted 33 11 21
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 £43,000 £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%

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
40498 45633 47520
As % of all permanent IT jobs located in the UK 41.35% 41.58% 40.52%
Number of salaries quoted 33042 36253 37553
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 £28,500
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 29 July 2016 within the UK.

Ontologies Salary Histogram in the UK

Ontologies
Top 9 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 29 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
England +58 41 £55,000 +100.00% 7
London - 35 £57,500 - 4
City of London - 10 £48,750 - 1
East of England +38 5 £40,000 - 1
Cambridgeshire +17 5 £40,000 - 1
Cambridge -1 5 £40,000 - 1
North West +10 1 - -
Liverpool - 1 - -
Merseyside - 1 - -

Ontologies
Top 30 Related IT Skills

For the 6 months to 29 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 with a requirement for Ontologies.

1 36 (61.02%) Java
2 34 (57.63%) Computer Science
3 30 (50.85%) Degree
4 29 (49.15%) Natural Language Processing
4 29 (49.15%) Big Data
5 21 (35.59%) Machine Learning
5 21 (35.59%) NoSQL
5 21 (35.59%) Finance
6 19 (32.20%) Semantic Web
7 18 (30.51%) Algorithms
8 17 (28.81%) Analytics
8 17 (28.81%) Spring
9 16 (27.12%) Agile Software Development
9 16 (27.12%) Data Mining
10 14 (23.73%) Business Intelligence
10 14 (23.73%) Multithreading
10 14 (23.73%) Visualisation
10 14 (23.73%) Relational Database
11 13 (22.03%) Artificial Intelligence
11 13 (22.03%) Data Modelling
11 13 (22.03%) Data Warehouse
12 12 (20.34%) Project Management
13 11 (18.64%) Publishing
13 11 (18.64%) HTML
13 11 (18.64%) PhD
13 11 (18.64%) Python
13 11 (18.64%) SDLC
14 10 (16.95%) RDF
14 10 (16.95%) SQL
14 10 (16.95%) SPARQL

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 (10.17%) Elasticsearch
2 4 (6.78%) Apache Solr
2 4 (6.78%) Apache Spark
3 2 (3.39%) CMS
3 2 (3.39%) Drupal
3 2 (3.39%) WordPress
Applications
1 5 (8.47%) XMetaL
2 2 (3.39%) Spreadsheet
3 1 (1.69%) MS Excel
3 1 (1.69%) MS Office
3 1 (1.69%) MS PowerPoint
Business Applications
1 1 (1.69%) SAP Oil and Gas
Cloud Services
1 5 (8.47%) Amazon AWS
2 4 (6.78%) Google Cloud Platform
Database & Business Intelligence
1 29 (49.15%) Big Data
2 21 (35.59%) NoSQL
3 16 (27.12%) Data Mining
4 14 (23.73%) Relational Database
5 13 (22.03%) Data Warehouse
6 6 (10.17%) Text Mining
7 5 (8.47%) Hadoop
7 5 (8.47%) MarkLogic
7 5 (8.47%) Triplestore
8 4 (6.78%) BigQuery
8 4 (6.78%) Electronic Patient Records
9 3 (5.08%) SQL Server
10 2 (3.39%) MySQL
10 2 (3.39%) Neo4j
10 2 (3.39%) RDBMS
11 1 (1.69%) Data Lake
11 1 (1.69%) DataStax
11 1 (1.69%) MariaDB
Development Applications
1 4 (6.78%) Git (software)
2 2 (3.39%) Subversion
General
1 21 (35.59%) Finance
2 11 (18.64%) Publishing
3 7 (11.86%) French Language
4 3 (5.08%) Law
4 3 (5.08%) Pharmaceutical
5 2 (3.39%) Banking
5 2 (3.39%) Marketing
6 1 (1.69%) Electronics
6 1 (1.69%) Manufacturing
6 1 (1.69%) Military
6 1 (1.69%) Telecoms
Job Titles
1 20 (33.90%) Developer
2 15 (25.42%) Architect
3 14 (23.73%) Data Architect
4 11 (18.64%) Java Developer
5 8 (13.56%) Machine Learning Developer
6 7 (11.86%) Information Architect
7 6 (10.17%) Enterprise Architect
7 6 (10.17%) Enterprise Data Architect
8 5 (8.47%) Enterprise Information Architect
8 5 (8.47%) XML Developer
9 4 (6.78%) Senior Architect
9 4 (6.78%) Senior Data Architect
9 4 (6.78%) Software Developer
10 3 (5.08%) Java Engineer
10 3 (5.08%) Machine Learning Engineer
10 3 (5.08%) Software Engineer
10 3 (5.08%) XML XSLT Developer
11 2 (3.39%) 2nd Line Engineer
11 2 (3.39%) AWS Engineer
11 2 (3.39%) Data Scientist
Libraries, Frameworks & Software Standards
1 29 (49.15%) Natural Language Processing
2 17 (28.81%) Spring
3 11 (18.64%) HTML
4 9 (15.25%) CSS
4 9 (15.25%) XML
5 6 (10.17%) Lucene
6 5 (8.47%) .NET
6 5 (8.47%) XHTML
6 5 (8.47%) XML Schema
6 5 (8.47%) XSL
6 5 (8.47%) XSLT
7 2 (3.39%) HTML5
7 2 (3.39%) RESTful
7 2 (3.39%) Thymeleaf
8 1 (1.69%) Spring Boot
Miscellaneous
1 34 (57.63%) Computer Science
2 19 (32.20%) Semantic Web
3 18 (30.51%) Algorithms
4 14 (23.73%) Visualisation
5 13 (22.03%) Artificial Intelligence
6 8 (13.56%) Clustering
6 8 (13.56%) Informatics
6 8 (13.56%) Management Information System
7 7 (11.86%) Data Structures
8 4 (6.78%) Biology
9 3 (5.08%) Data Integration
9 3 (5.08%) Mathematics
9 3 (5.08%) User Experience
10 2 (3.39%) Kindle
10 2 (3.39%) Life Science
10 2 (3.39%) Physics
11 1 (1.69%) Analytical Skills
11 1 (1.69%) Blog
11 1 (1.69%) Enterprise Software
11 1 (1.69%) Taxonomies
Operating Systems
1 4 (6.78%) Linux
2 2 (3.39%) CentOS
2 2 (3.39%) Unix
2 2 (3.39%) Windows
2 2 (3.39%) Windows Server
2 2 (3.39%) Windows Server 2008
Processes & Methodologies
1 21 (35.59%) Machine Learning
2 17 (28.81%) Analytics
3 16 (27.12%) Agile Software Development
4 14 (23.73%) Business Intelligence
4 14 (23.73%) Multithreading
5 13 (22.03%) Data Modelling
6 12 (20.34%) Project Management
7 11 (18.64%) SDLC
8 10 (16.95%) RDF
9 9 (15.25%) Information Architecture
9 9 (15.25%) Information Management
10 8 (13.56%) Data Security
10 8 (13.56%) Enterprise Architecture
10 8 (13.56%) ETL
10 8 (13.56%) Knowledge Management
11 7 (11.86%) Data Architecture
12 5 (8.47%) Bioinformatics
12 5 (8.47%) Content Development
12 5 (8.47%) Content Management
13 4 (6.78%) Dashboard Development
Programming Languages
1 36 (61.02%) Java
2 11 (18.64%) Python
3 10 (16.95%) SPARQL
3 10 (16.95%) SQL
4 9 (15.25%) JavaScript
5 7 (11.86%) C++
6 6 (10.17%) Perl
7 5 (8.47%) C#
7 5 (8.47%) VBA
8 3 (5.08%) R
9 2 (3.39%) PHP
10 1 (1.69%) Scala
Qualifications
1 30 (50.85%) Degree
2 11 (18.64%) PhD
3 1 (1.69%) MBA
Quality Assurance & Compliance
1 8 (13.56%) SNOMED CT
2 2 (3.39%) ISO 9001
3 1 (1.69%) Data Quality
System Software
1 1 (1.69%) HDFS
Vendors
1 6 (10.17%) Google
2 2 (3.39%) Oracle
3 1 (1.69%) Apple
3 1 (1.69%) Cognizant
3 1 (1.69%) Hortonworks
3 1 (1.69%) Intel
3 1 (1.69%) Microsoft
3 1 (1.69%) SAP
3 1 (1.69%) Teradata
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