Period
to 20 April 2018

The table below looks at the prevalence of the term Taxonomies in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that have cited Taxonomies over the 6 months to 20 April 2018 with a comparison to the same period over the previous 2 years.

Taxonomy
UK
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 1073 1098 1091
Rank change year-on-year +25 -7 +57
Permanent jobs citing Taxonomies 130 73 197
As % of all permanent IT jobs advertised in the UK 0.073% 0.042% 0.096%
As % of the Miscellaneous category 0.17% 0.100% 0.22%
Number of salaries quoted 88 51 129
UK median annual salary £70,000 £72,500 £67,500
Median salary % change year-on-year -3.45% +7.41% +6.30%
10th Percentile £42,250 £37,500 £32,500
90th Percentile £92,500 £81,250 £84,000
UK excluding London median annual salary £52,500 £45,000 £62,750
% change year-on-year +16.67% -28.29% +9.13%

Taxonomies is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for generic IT skills.

All Generic IT Skills
UK
Permanent vacancies with a requirement for generic IT skills 75,758 73,134 89,928
As % of all permanent IT jobs advertised in the UK 42.68% 42.39% 43.94%
Number of salaries quoted 59,722 59,501 72,576
UK median annual salary £50,000 £47,500 £48,570
Median salary % change year-on-year +5.26% -2.20% +7.93%
10th Percentile £27,500 £27,500 £27,500
90th Percentile £82,500 £80,000 £78,750
UK excluding London median annual salary £45,000 £41,500 £42,500
% change year-on-year +8.43% -2.35% +6.25%

Taxonomies
Job Vacancy Trend

Job postings citing Taxonomies as a percentage of all IT jobs advertised.

Job vacancy trend for Taxonomies in the UK

Taxonomies
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Taxonomies.

Salary trend for Taxonomies in the UK

Taxonomies
Salary Histogram

The salary distribution of IT jobs citing Taxonomies over the 6 months to 20 April 2018.

Salary histogram for Taxonomies in the UK

Taxonomies
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Taxonomies within the UK over the 6 months to 20 April 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +56 118 £57,500 -11.54% 11
London +10 65 £75,000 +7.14% 7
UK excluding London +13 54 £52,500 +16.67% 5
North of England +23 28 £65,000 +64.56%
South East +21 17 £48,750 +14.71% 2
North West +6 17 £72,500 -
Yorkshire +31 10 £55,000 +41.03%
Midlands -6 6 £86,250 +220.92% 1
East Midlands -3 3 - -
West Midlands -8 3 £86,250 +130.00% 1
South West -13 2 - - 1
North East -27 1 £34,000 -15.00%
Scotland -46 1 - - 1

For the 6 months to 20 April 2018, IT jobs citing Taxonomies also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Taxonomies.

1 49 (37.69%) Agile Software Development
2 44 (33.85%) Data Modelling
3 39 (30.00%) Data Architecture
3 39 (30.00%) Analytics
4 38 (29.23%) TOGAF
5 37 (28.46%) Microsoft
6 35 (26.92%) Finance
7 34 (26.15%) Business Intelligence
8 31 (23.85%) Data Integration
9 30 (23.08%) Stakeholder Management
10 29 (22.31%) UML
11 26 (20.00%) Degree
12 25 (19.23%) Data Security
13 24 (18.46%) Zachman Framework
13 24 (18.46%) Data Governance
13 24 (18.46%) Data Analytics
14 23 (17.69%) Data Management
14 23 (17.69%) ITIL
15 22 (16.92%) Migration
16 21 (16.15%) Data Quality
16 21 (16.15%) Data Strategy
16 21 (16.15%) Collaborative Working
17 20 (15.38%) Programme Delivery
17 20 (15.38%) XML
17 20 (15.38%) SharePoint
18 19 (14.62%) Security Management
18 19 (14.62%) Service Management
19 18 (13.85%) Data Warehouse
19 18 (13.85%) Waterfall
20 17 (13.08%) Microsoft PowerPoint

Taxonomies
Co-occurring 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 20 (15.38%) SharePoint
2 9 (6.92%) SharePoint 2013
2 9 (6.92%) WebSphere
3 7 (5.38%) SharePoint 2010
4 6 (4.62%) CMS
5 5 (3.85%) Apache Spark
6 4 (3.08%) Apache
7 3 (2.31%) Marvel
7 3 (2.31%) Oracle SOA Suite
8 2 (1.54%) Elasticsearch
8 2 (1.54%) IIS
8 2 (1.54%) SharePoint Server
9 1 (0.77%) BizTalk Server
9 1 (0.77%) IBM Domino
Applications
1 17 (13.08%) Microsoft PowerPoint
2 13 (10.00%) MS Visio
3 12 (9.23%) Microsoft Excel
4 7 (5.38%) InfoPath
5 6 (4.62%) Microsoft Office
6 3 (2.31%) InVision
Business Applications
1 1 (0.77%) Dynamics CRM
1 1 (0.77%) Magento
Cloud Services
1 14 (10.77%) Office 365
2 5 (3.85%) Microsoft Azure
3 3 (2.31%) Amazon AWS
4 2 (1.54%) Boomi
4 2 (1.54%) Google Analytics
5 1 (0.77%) Salesforce Sales Cloud
5 1 (0.77%) Trello
Communications & Networking
1 11 (8.46%) Network Security
2 9 (6.92%) VoIP
2 9 (6.92%) Wireless
3 7 (5.38%) Firewall
4 2 (1.54%) Kerberos
4 2 (1.54%) Unified Communications
5 1 (0.77%) Intranet
5 1 (0.77%) Skype
Database & Business Intelligence
1 18 (13.85%) Data Warehouse
2 12 (9.23%) Hadoop
2 12 (9.23%) OLAP
3 11 (8.46%) Big Data
4 9 (6.92%) Apache Hive
4 9 (6.92%) HBase
5 7 (5.38%) Data Lake
5 7 (5.38%) MySQL
5 7 (5.38%) SQL Server
6 6 (4.62%) Impala
6 6 (4.62%) MOLAP
6 6 (4.62%) OLTP
6 6 (4.62%) Relational Database
6 6 (4.62%) ROLAP
6 6 (4.62%) SQL Server Integration Services
6 6 (4.62%) SQL Server Reporting Services
6 6 (4.62%) Sqoop
7 5 (3.85%) NoSQL
8 4 (3.08%) Text Mining
9 2 (1.54%) Apache Cassandra
Development Applications
1 7 (5.38%) ERwin
2 6 (4.62%) Visual Studio
3 1 (0.77%) Git (software)
3 1 (0.77%) Grunt
3 1 (0.77%) gulp
General
1 35 (26.92%) Finance
2 10 (7.69%) Marketing
3 9 (6.92%) Manufacturing
4 7 (5.38%) Retail
5 5 (3.85%) Advertising
6 4 (3.08%) Banking
7 2 (1.54%) General Ledger
7 2 (1.54%) Legal
8 1 (0.77%) Back Office
8 1 (0.77%) Financial Institution
8 1 (0.77%) Investment Banking
Job Titles
1 66 (50.77%) Architect
2 34 (26.15%) Data Architect
3 18 (13.85%) Analyst
4 16 (12.31%) Domain Architect
5 15 (11.54%) Enterprise Architect
6 12 (9.23%) Designer
6 12 (9.23%) Finance Systems Analyst
6 12 (9.23%) Financial Analyst
6 12 (9.23%) Systems Analyst
7 11 (8.46%) Enterprise Infrastructure Architect
8 9 (6.92%) E-Commerce Product Owner
8 9 (6.92%) Product Owner
8 9 (6.92%) Solutions Architect
9 6 (4.62%) Administrator
9 6 (4.62%) Data Analyst
9 6 (4.62%) Lead Data Architect
9 6 (4.62%) Senior Analyst
9 6 (4.62%) Senior Systems Analyst
9 6 (4.62%) Senior UX Designer
9 6 (4.62%) SharePoint Designer
Libraries, Frameworks & Software Standards
1 20 (15.38%) XML
2 12 (9.23%) CSS
2 12 (9.23%) HTML
2 12 (9.23%) XBRL
3 9 (6.92%) Kafka
4 8 (6.15%) SOAP
5 7 (5.38%) JSON
5 7 (5.38%) REST
6 6 (4.62%) .NET
6 6 (4.62%) HTML5
6 6 (4.62%) XSD
6 6 (4.62%) XSLT
7 3 (2.31%) Framer.js
7 3 (2.31%) VCL
8 2 (1.54%) Apache Tez
8 2 (1.54%) MLlib
8 2 (1.54%) Natural Language Processing
9 1 (0.77%) AngularJS
9 1 (0.77%) React
9 1 (0.77%) Sass
Miscellaneous
1 15 (11.54%) Analytical Skills
2 13 (10.00%) User Experience
3 11 (8.46%) Management Information System
4 10 (7.69%) Computer Science
4 10 (7.69%) Replication
5 9 (6.92%) Enterprise Software
6 5 (3.85%) Hybrid Cloud
7 4 (3.08%) Animation
7 4 (3.08%) Life Science
7 4 (3.08%) Smart Meter
7 4 (3.08%) Social Media
8 3 (2.31%) Blog
8 3 (2.31%) Data Structures
8 3 (2.31%) Graphic Design
9 2 (1.54%) Fintech
9 2 (1.54%) Linked Data
9 2 (1.54%) Semantic Web
10 1 (0.77%) Clustering
10 1 (0.77%) Hedge funds
10 1 (0.77%) Media Streaming
Operating Systems
1 5 (3.85%) Windows
2 2 (1.54%) Linux
3 1 (0.77%) Mac OS
3 1 (0.77%) Windows 7
3 1 (0.77%) Windows Server
Processes & Methodologies
1 49 (37.69%) Agile Software Development
2 44 (33.85%) Data Modelling
3 39 (30.00%) Analytics
3 39 (30.00%) Data Architecture
4 38 (29.23%) TOGAF
5 34 (26.15%) Business Intelligence
6 31 (23.85%) Data Integration
7 30 (23.08%) Stakeholder Management
8 29 (22.31%) UML
9 25 (19.23%) Data Security
10 24 (18.46%) Data Analytics
10 24 (18.46%) Data Governance
10 24 (18.46%) Zachman Framework
11 23 (17.69%) Data Management
11 23 (17.69%) ITIL
12 22 (16.92%) Migration
13 21 (16.15%) Collaborative Working
13 21 (16.15%) Data Strategy
14 20 (15.38%) Programme Delivery
15 19 (14.62%) Security Management
Programming Languages
1 12 (9.23%) VBA
2 11 (8.46%) Java
2 11 (8.46%) SQL
3 9 (6.92%) Scala
4 7 (5.38%) R
5 6 (4.62%) SPARQL
6 3 (2.31%) JavaScript
7 2 (1.54%) C++
7 2 (1.54%) Python
8 1 (0.77%) PHP
8 1 (0.77%) PL/SQL
Qualifications
1 26 (20.00%) Degree
2 12 (9.23%) ITIL Certification
3 7 (5.38%) Computer Science Degree
4 5 (3.85%) Master's Degree
5 3 (2.31%) TOGAF Certification
6 2 (1.54%) CISM
6 2 (1.54%) CISSP
6 2 (1.54%) IISP
6 2 (1.54%) ISEB
6 2 (1.54%) Security Cleared
7 1 (0.77%) CISA
7 1 (0.77%) CRISC
7 1 (0.77%) PhD
Quality Assurance & Compliance
1 21 (16.15%) Data Quality
2 12 (9.23%) Solvency II
3 3 (2.31%) GDPR
3 3 (2.31%) QA
4 2 (1.54%) GPG13
5 1 (0.77%) ISO/IEC 27001
5 1 (0.77%) SLA
System Software
1 6 (4.62%) Apache Flume
1 6 (4.62%) HDFS
2 2 (1.54%) Apache ZooKeeper
3 1 (0.77%) Active Directory
Systems Management
1 8 (6.15%) Oozie
2 2 (1.54%) Cisco CUCM
3 1 (0.77%) Microsoft Intune
3 1 (0.77%) SCCM
3 1 (0.77%) Single Sign-On
Vendors
1 37 (28.46%) Microsoft
2 9 (6.92%) ATG
2 9 (6.92%) hybris
3 6 (4.62%) webMethods
4 5 (3.85%) Oracle
5 4 (3.08%) Cognizant
6 2 (1.54%) Avaya
6 2 (1.54%) Dell
6 2 (1.54%) Hortonworks
6 2 (1.54%) IBM
6 2 (1.54%) MuleSoft
6 2 (1.54%) Nintex
6 2 (1.54%) VMware
7 1 (0.77%) Adobe
7 1 (0.77%) Google
7 1 (0.77%) Informatica
7 1 (0.77%) SAP
7 1 (0.77%) SolarWinds
7 1 (0.77%) Teradata
7 1 (0.77%) WooCommerce