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 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Ontology
Rank 899 950 974
Rank change year-on-year
+51 +24
Permanent jobs citing Ontologies 27 8 31
As % of all permanent IT jobs located in the UK 0.027% 0.007% 0.026%
As % of the Miscellaneous category 0.065% 0.018% 0.064%
Number of salaries quoted 24 5 17
Median salary £51,750 £70,000 £40,000
Median salary % change year-on-year
-26.07% +75.00%
90% offered a salary of more than £40,750 £33,500 £25,000
10% offered a salary of more than £90,000 £84,750 £85,000
UK excluding London median salary £40,000 £48,750 £40,000
% change year-on-year
-17.94% +21.87%

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
41482 43347 48422
As % of all permanent IT jobs located in the UK 42.05% 40.56% 41.22%
Number of salaries quoted 33660 34320 38834
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 £28,000
10% offered a salary of more than £77,500 £75,000 £75,000
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 25 May 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 25 May 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 +43 27 £51,750 -26.07% 7
London +19 22 £55,000 -26.66% 4
City of London +52 9 £47,500 -
East of England +35 4 £40,000 - 2
Cambridgeshire - 4 £40,000 - 2
Cambridge - 4 £40,000 - 2
Liverpool - 1 - -
Merseyside - 1 - -
North West - 1 - -

Ontologies
Top 30 Related IT Skills

For the 6 months to 25 May 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 26 (54.17%) Java
2 23 (47.92%) Natural Language Processing
2 23 (47.92%) Big Data
3 20 (41.67%) Degree
4 17 (35.42%) Computer Science
4 17 (35.42%) Machine Learning
5 16 (33.33%) Data Mining
6 14 (29.17%) RDF
6 14 (29.17%) Semantic Web
7 12 (25.00%) SPARQL
7 12 (25.00%) Data Modelling
7 12 (25.00%) Analytics
8 11 (22.92%) Algorithms
8 11 (22.92%) Agile Software Development
9 10 (20.83%) Finance
9 10 (20.83%) NoSQL
10 9 (18.75%) Project Management
10 9 (18.75%) XML
10 9 (18.75%) Visualisation
11 8 (16.67%) Multithreading
11 8 (16.67%) Spring
11 8 (16.67%) Artificial Intelligence
11 8 (16.67%) PhD
11 8 (16.67%) Python
11 8 (16.67%) Clustering
11 8 (16.67%) Relational Database
12 7 (14.58%) Hadoop
12 7 (14.58%) SDLC
12 7 (14.58%) Data Warehouse
12 7 (14.58%) Business Intelligence

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 3 (6.25%) CMS
2 2 (4.17%) Apache Pig
3 1 (2.08%) Apache
3 1 (2.08%) Apache Spark
3 1 (2.08%) SAS
Applications
1 5 (10.42%) XMetaL
2 1 (2.08%) MS Excel
2 1 (2.08%) MS Office
2 1 (2.08%) MS PowerPoint
Cloud Services
1 1 (2.08%) Amazon AWS
Database & Business Intelligence
1 23 (47.92%) Big Data
2 16 (33.33%) Data Mining
3 10 (20.83%) NoSQL
4 8 (16.67%) Relational Database
5 7 (14.58%) Data Warehouse
5 7 (14.58%) Hadoop
6 6 (12.50%) MarkLogic
6 6 (12.50%) Text Mining
7 4 (8.33%) Electronic Patient Records
8 2 (4.17%) Apache Hive
8 2 (4.17%) DB2
8 2 (4.17%) RDBMS
8 2 (4.17%) SQL Server
8 2 (4.17%) Triplestore
9 1 (2.08%) Apache Cassandra
9 1 (2.08%) Couchbase
9 1 (2.08%) MongoDB
9 1 (2.08%) OLTP
9 1 (2.08%) Sqoop
9 1 (2.08%) Star Schema
Development Applications
1 1 (2.08%) Git (software)
General
1 10 (20.83%) Finance
2 6 (12.50%) Publishing
3 5 (10.42%) French Language
4 4 (8.33%) Manufacturing
5 3 (6.25%) Law
6 1 (2.08%) Banking
6 1 (2.08%) Marketing
6 1 (2.08%) Retail
Job Titles
1 12 (25.00%) Developer
2 10 (20.83%) Architect
3 8 (16.67%) Data Architect
4 7 (14.58%) Java Developer
5 6 (12.50%) Information Architect
6 5 (10.42%) Enterprise Architect
6 5 (10.42%) Enterprise Data Architect
6 5 (10.42%) Machine Learning Developer
6 5 (10.42%) XML Developer
7 4 (8.33%) Enterprise Information Architect
8 3 (6.25%) Consultant
8 3 (6.25%) XML XSLT Developer
9 2 (4.17%) Analyst
9 2 (4.17%) Data Consultant
9 2 (4.17%) Data Scientist
9 2 (4.17%) Java Engineer
9 2 (4.17%) Machine Learning Engineer
9 2 (4.17%) Solutions Architect
9 2 (4.17%) Web Consultant
10 1 (2.08%) Technical Leader
Libraries, Frameworks & Software Standards
1 23 (47.92%) Natural Language Processing
2 9 (18.75%) XML
3 8 (16.67%) Spring
4 6 (12.50%) CSS
4 6 (12.50%) HTML
4 6 (12.50%) XML Schema
5 5 (10.42%) .NET
5 5 (10.42%) XHTML
5 5 (10.42%) XSL
5 5 (10.42%) XSLT
6 1 (2.08%) HTML5
6 1 (2.08%) Kafka
6 1 (2.08%) Web Services
Miscellaneous
1 17 (35.42%) Computer Science
2 14 (29.17%) Semantic Web
3 11 (22.92%) Algorithms
4 9 (18.75%) Visualisation
5 8 (16.67%) Artificial Intelligence
5 8 (16.67%) Clustering
6 6 (12.50%) Informatics
6 6 (12.50%) Linked Data
6 6 (12.50%) Management Information System
7 5 (10.42%) Data Structures
8 3 (6.25%) Taxonomies
9 2 (4.17%) Kindle
10 1 (2.08%) Analytical Skills
10 1 (2.08%) Blog
10 1 (2.08%) Enterprise Software
10 1 (2.08%) Grid Computing
10 1 (2.08%) Hedge funds
10 1 (2.08%) Reference Data
10 1 (2.08%) User Experience
Processes & Methodologies
1 17 (35.42%) Machine Learning
2 14 (29.17%) RDF
3 12 (25.00%) Analytics
3 12 (25.00%) Data Modelling
4 11 (22.92%) Agile Software Development
5 9 (18.75%) Project Management
6 8 (16.67%) Multithreading
7 7 (14.58%) Business Intelligence
7 7 (14.58%) Enterprise Architecture
7 7 (14.58%) SDLC
8 6 (12.50%) Information Architecture
8 6 (12.50%) Information Management
8 6 (12.50%) Software Engineering
9 5 (10.42%) Business Development
9 5 (10.42%) Content Development
9 5 (10.42%) Content Management
9 5 (10.42%) Data Security
9 5 (10.42%) Knowledge Management
9 5 (10.42%) Waterfall
10 4 (8.33%) Data Transformation
Programming Languages
1 26 (54.17%) Java
2 12 (25.00%) SPARQL
3 8 (16.67%) Python
4 7 (14.58%) C++
5 6 (12.50%) JavaScript
5 6 (12.50%) Perl
6 5 (10.42%) C#
6 5 (10.42%) VBA
7 4 (8.33%) R
7 4 (8.33%) Scala
8 1 (2.08%) SQL
Qualifications
1 20 (41.67%) Degree
2 8 (16.67%) PhD
3 4 (8.33%) Postgraduate
4 1 (2.08%) MBA
Quality Assurance & Compliance
1 6 (12.50%) SNOMED CT
2 2 (4.17%) ISO 9001
3 1 (2.08%) Data Quality
System Software
1 1 (2.08%) HDFS
Vendors
1 4 (8.33%) IBM
2 3 (6.25%) Teradata
3 2 (4.17%) Hortonworks
3 2 (4.17%) Oracle
4 1 (2.08%) Cloudera
4 1 (2.08%) Intel
4 1 (2.08%) MapR
4 1 (2.08%) Microsoft
4 1 (2.08%) MicroStrategy
4 1 (2.08%) SAP
4 1 (2.08%) Tableau
4 1 (2.08%) Vertica
Leeds
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Salary: £50000 - £53000 per annum + Benefits
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Hinxton near Cambridge, UK
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