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 30 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Jun 2016
Same period 2015 Same period 2014
Ontology
Rank 903 966 967
Rank change year-on-year
+63 +1
Permanent jobs citing Ontologies 33 9 39
As % of all permanent IT jobs located in the UK 0.034% 0.008% 0.032%
As % of the Miscellaneous category 0.081% 0.020% 0.079%
Number of salaries quoted 28 6 22
Median salary £51,750 £35,000 £70,000
Median salary % change year-on-year
+47.85% -50.00%
90% offered a salary of more than £40,000 £27,500 £22,500
10% offered a salary of more than £90,000 £72,500 £80,000
UK excluding London median salary £40,000 £27,500 £70,000
% change year-on-year
+45.45% -60.71%

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
40694 45731 49311
As % of all permanent IT jobs located in the UK 41.57% 41.23% 40.94%
Number of salaries quoted 33203 36291 39359
Median salary £50,000 £47,500 £47,500
Median salary % change year-on-year
+5.26% -
90% offered a salary of more than £28,000 £27,500 £28,500
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 30 June 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 30 June 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 +65 33 £51,750 +47.85% 6
London +52 28 £55,000 -6.38% 2
City of London +56 9 £47,500 -
East of England +32 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 30 June 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 24 (54.55%) Java
2 22 (50.00%) Computer Science
3 21 (47.73%) Degree
3 21 (47.73%) Natural Language Processing
4 16 (36.36%) Big Data
4 16 (36.36%) Data Mining
5 15 (34.09%) Analytics
5 15 (34.09%) Semantic Web
6 14 (31.82%) Machine Learning
7 12 (27.27%) RDF
7 12 (27.27%) Project Management
7 12 (27.27%) Finance
7 12 (27.27%) Relational Database
7 12 (27.27%) Algorithms
8 11 (25.00%) SDLC
8 11 (25.00%) Data Modelling
9 10 (22.73%) NoSQL
10 9 (20.45%) SPARQL
10 9 (20.45%) Information Management
10 9 (20.45%) Business Intelligence
10 9 (20.45%) Data Warehouse
10 9 (20.45%) HTML
10 9 (20.45%) CSS
10 9 (20.45%) Spring
11 8 (18.18%) Agile Software Development
11 8 (18.18%) Clustering
11 8 (18.18%) Data Security
11 8 (18.18%) Management Information System
11 8 (18.18%) PhD
11 8 (18.18%) Python

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 2 (4.55%) CMS
1 2 (4.55%) Drupal
1 2 (4.55%) WordPress
Applications
1 5 (11.36%) XMetaL
2 1 (2.27%) MS Excel
2 1 (2.27%) MS Office
2 1 (2.27%) MS PowerPoint
Cloud Services
1 1 (2.27%) Amazon AWS
Database & Business Intelligence
1 16 (36.36%) Big Data
1 16 (36.36%) Data Mining
2 12 (27.27%) Relational Database
3 10 (22.73%) NoSQL
4 9 (20.45%) Data Warehouse
5 6 (13.64%) Text Mining
6 5 (11.36%) MarkLogic
7 4 (9.09%) Electronic Patient Records
8 3 (6.82%) Hadoop
8 3 (6.82%) SQL Server
8 3 (6.82%) Triplestore
9 2 (4.55%) Neo4j
9 2 (4.55%) RDBMS
10 1 (2.27%) DataStax
10 1 (2.27%) MariaDB
Development Applications
1 2 (4.55%) Git (software)
General
1 12 (27.27%) Finance
2 7 (15.91%) French Language
3 5 (11.36%) Publishing
4 3 (6.82%) Law
5 2 (4.55%) Banking
6 1 (2.27%) Marketing
6 1 (2.27%) Military
6 1 (2.27%) Pharmaceutical
Job Titles
1 12 (27.27%) Developer
2 9 (20.45%) Architect
3 8 (18.18%) Data Architect
4 7 (15.91%) Information Architect
4 7 (15.91%) Java Developer
5 6 (13.64%) Enterprise Architect
5 6 (13.64%) Enterprise Data Architect
6 5 (11.36%) Enterprise Information Architect
6 5 (11.36%) Machine Learning Developer
6 5 (11.36%) XML Developer
7 3 (6.82%) XML XSLT Developer
8 2 (4.55%) 2nd Line Engineer
8 2 (4.55%) 2nd Line Support Engineer
8 2 (4.55%) AWS Engineer
8 2 (4.55%) Data Analyst
8 2 (4.55%) Data Scientist
8 2 (4.55%) Java Engineer
8 2 (4.55%) Knowledge Engineer
8 2 (4.55%) Machine Learning Engineer
8 2 (4.55%) Support Engineer
Libraries, Frameworks & Software Standards
1 21 (47.73%) Natural Language Processing
2 9 (20.45%) CSS
2 9 (20.45%) HTML
2 9 (20.45%) Spring
3 7 (15.91%) XML
4 5 (11.36%) .NET
4 5 (11.36%) XHTML
4 5 (11.36%) XML Schema
4 5 (11.36%) XSL
4 5 (11.36%) XSLT
5 2 (4.55%) HTML5
6 1 (2.27%) Spring Boot
Miscellaneous
1 22 (50.00%) Computer Science
2 15 (34.09%) Semantic Web
3 12 (27.27%) Algorithms
4 8 (18.18%) Clustering
4 8 (18.18%) Management Information System
4 8 (18.18%) Visualisation
5 7 (15.91%) Data Structures
6 6 (13.64%) Informatics
7 5 (11.36%) Artificial Intelligence
8 2 (4.55%) Kindle
8 2 (4.55%) Linked Data
9 1 (2.27%) Analytical Skills
9 1 (2.27%) Blog
9 1 (2.27%) Enterprise Software
9 1 (2.27%) Life Science
9 1 (2.27%) Mathematics
9 1 (2.27%) Physics
9 1 (2.27%) User Experience
Operating Systems
1 2 (4.55%) CentOS
1 2 (4.55%) Linux
1 2 (4.55%) Windows
1 2 (4.55%) Windows Server
1 2 (4.55%) Windows Server 2008
Processes & Methodologies
1 15 (34.09%) Analytics
2 14 (31.82%) Machine Learning
3 12 (27.27%) Project Management
3 12 (27.27%) RDF
4 11 (25.00%) Data Modelling
4 11 (25.00%) SDLC
5 9 (20.45%) Business Intelligence
5 9 (20.45%) Information Management
6 8 (18.18%) Agile Software Development
6 8 (18.18%) Data Security
6 8 (18.18%) Enterprise Architecture
6 8 (18.18%) Information Architecture
6 8 (18.18%) Knowledge Management
6 8 (18.18%) Multithreading
7 5 (11.36%) Content Development
7 5 (11.36%) Content Management
8 4 (9.09%) E-Commerce
8 4 (9.09%) Open Source
9 3 (6.82%) ETL
9 3 (6.82%) OOP
Programming Languages
1 24 (54.55%) Java
2 9 (20.45%) SPARQL
3 8 (18.18%) Python
4 7 (15.91%) C++
4 7 (15.91%) JavaScript
5 6 (13.64%) Perl
6 5 (11.36%) C#
6 5 (11.36%) VBA
7 3 (6.82%) R
8 2 (4.55%) PHP
8 2 (4.55%) SQL
Qualifications
1 21 (47.73%) Degree
2 8 (18.18%) PhD
3 1 (2.27%) MBA
Quality Assurance & Compliance
1 7 (15.91%) SNOMED CT
2 2 (4.55%) ISO 9001
3 1 (2.27%) Data Quality
System Software
1 1 (2.27%) HDFS
Vendors
1 2 (4.55%) Oracle
2 1 (2.27%) Cognizant
2 1 (2.27%) Hortonworks
2 1 (2.27%) Intel
2 1 (2.27%) Microsoft
2 1 (2.27%) Teradata
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