Period
to 18 February 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 18 February 2018 with a comparison to the same period over the previous 2 years.

Taxonomy
UK
6 months to
18 Feb 2018
Same period 2017 Same period 2016
Rank 1072 1070 1114
Rank change year-on-year -2 +44 +42
Permanent jobs citing Taxonomies 122 108 195
As % of all permanent IT jobs advertised in the UK 0.070% 0.062% 0.093%
As % of the Miscellaneous category 0.17% 0.15% 0.22%
Number of salaries quoted 100 76 127
UK median annual salary £70,000 £71,250 £60,000
Median salary % change year-on-year -1.75% +18.75% -14.29%
10th Percentile £43,375 £40,288 £31,250
90th Percentile £92,500 £97,500 £81,000
UK excluding London median annual salary £55,000 £70,000 £57,500
% change year-on-year -21.43% +21.74% -17.86%

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 72,656 70,988 89,197
As % of all permanent IT jobs advertised in the UK 41.70% 40.65% 42.33%
Number of salaries quoted 57,054 58,029 71,630
UK median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% +6.67%
10th Percentile £27,500 £27,500 £27,500
90th Percentile £82,500 £81,250 £80,000
UK excluding London median annual salary £43,000 £42,500 £42,500
% change year-on-year +1.18% - +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 18 February 2018.

Salary histogram for Taxonomies in the UK

Taxonomies
Top 12 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 18 February 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 +11 110 £70,000 - 13
London +2 64 £82,500 +17.86% 3
UK excluding London +22 47 £55,000 -21.43% 10
North of England +24 21 £62,500 +68.92% 4
South East +21 15 £51,250 -43.06% 1
Yorkshire +29 11 £55,000 +41.03% 2
North West -10 9 £72,500 +107.14% 1
West Midlands +14 6 £65,000 +73.33%
Midlands -1 6 £65,000 +141.86%
South West +5 4 £46,089 -51.49% 5
Scotland -42 1 - -
North East - 1 £34,000 - 1

For the 6 months to 18 February 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 41 (33.61%) Microsoft
2 38 (31.15%) Finance
3 35 (28.69%) Agile Software Development
4 32 (26.23%) Data Modelling
4 32 (26.23%) TOGAF
5 29 (23.77%) ITIL
6 28 (22.95%) Data Architecture
6 28 (22.95%) Visualisation
7 26 (21.31%) Degree
8 25 (20.49%) Service Management
8 25 (20.49%) Analytics
9 24 (19.67%) Business Intelligence
10 23 (18.85%) Data Management
11 21 (17.21%) Asset Management
12 20 (16.39%) SharePoint
12 20 (16.39%) UML
12 20 (16.39%) Data Governance
13 19 (15.57%) MS Visio
13 19 (15.57%) ITSM
13 19 (15.57%) Microsoft PowerPoint
13 19 (15.57%) Data Integration
14 18 (14.75%) Zachman Framework
15 17 (13.93%) Risk Assessment
15 17 (13.93%) Data Security
16 16 (13.11%) ITIL Certification
16 16 (13.11%) Network Security
17 15 (12.30%) Data Warehouse
17 15 (12.30%) SOA
17 15 (12.30%) User Experience
17 15 (12.30%) Collaborative Working

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 (16.39%) SharePoint
2 9 (7.38%) SharePoint 2013
3 7 (5.74%) Apache Spark
3 7 (5.74%) SharePoint 2010
4 4 (3.28%) Apache
5 3 (2.46%) CMS
5 3 (2.46%) Marvel
6 2 (1.64%) Apache Pig
6 2 (1.64%) Elasticsearch
6 2 (1.64%) IIS
6 2 (1.64%) SharePoint Server
6 2 (1.64%) WebSphere
7 1 (0.82%) Oracle SOA Suite
7 1 (0.82%) WordPress
Applications
1 19 (15.57%) Microsoft PowerPoint
1 19 (15.57%) MS Visio
2 12 (9.84%) Microsoft Excel
3 7 (5.74%) InfoPath
4 6 (4.92%) InVision
5 5 (4.10%) Microsoft Office
6 3 (2.46%) Photoshop
Business Applications
1 1 (0.82%) Dynamics CRM
1 1 (0.82%) Oracle ERP
Cloud Services
1 14 (11.48%) Office 365
2 4 (3.28%) Microsoft Azure
3 3 (2.46%) Slack
4 2 (1.64%) Amazon AWS
5 1 (0.82%) Boomi
5 1 (0.82%) Salesforce Sales Cloud
Communications & Networking
1 16 (13.11%) Network Security
2 14 (11.48%) VoIP
2 14 (11.48%) Wireless
3 10 (8.20%) Firewall
4 2 (1.64%) Kerberos
4 2 (1.64%) Unified Communications
5 1 (0.82%) Skype
Database & Business Intelligence
1 15 (12.30%) Data Warehouse
2 10 (8.20%) Hadoop
2 10 (8.20%) SQL Server
3 9 (7.38%) Big Data
3 9 (7.38%) Relational Database
4 8 (6.56%) OLAP
5 7 (5.74%) HBase
5 7 (5.74%) NoSQL
6 6 (4.92%) MySQL
6 6 (4.92%) OLTP
6 6 (4.92%) SQL Server Integration Services
6 6 (4.92%) SQL Server Reporting Services
7 5 (4.10%) Apache Hive
7 5 (4.10%) Data Lake
8 4 (3.28%) Apache Cassandra
8 4 (3.28%) Text Mining
9 2 (1.64%) MongoDB
9 2 (1.64%) QlikView
9 2 (1.64%) ROLAP
9 2 (1.64%) Spotfire
Development Applications
1 7 (5.74%) ERwin
1 7 (5.74%) Visual Studio
2 4 (3.28%) Axure RP
3 3 (2.46%) JIRA
General
1 38 (31.15%) Finance
2 13 (10.66%) Manufacturing
3 9 (7.38%) Marketing
4 7 (5.74%) Banking
5 4 (3.28%) Investment Banking
5 4 (3.28%) Retail
6 3 (2.46%) Multimedia
7 2 (1.64%) Legal
8 1 (0.82%) Advertising
8 1 (0.82%) Financial Institution
8 1 (0.82%) General Ledger
8 1 (0.82%) Retail Banking
Job Titles
1 65 (53.28%) Architect
2 22 (18.03%) Data Architect
3 21 (17.21%) Enterprise Architect
4 17 (13.93%) Analyst
5 16 (13.11%) Designer
6 15 (12.30%) Enterprise Infrastructure Architect
7 14 (11.48%) Solutions Architect
8 12 (9.84%) Finance Systems Analyst
8 12 (9.84%) Financial Analyst
8 12 (9.84%) Systems Analyst
9 8 (6.56%) Domain Architect
9 8 (6.56%) UX Designer
10 7 (5.74%) Enterprise Applications Architect
10 7 (5.74%) Enterprise Solutions Architect
10 7 (5.74%) Senior Analyst
10 7 (5.74%) SharePoint Architect
10 7 (5.74%) SharePoint Designer
11 6 (4.92%) Senior Designer
11 6 (4.92%) Senior Financial Analyst
11 6 (4.92%) Senior Systems Analyst
Libraries, Frameworks & Software Standards
1 14 (11.48%) XML
2 12 (9.84%) XBRL
3 11 (9.02%) CSS
3 11 (9.02%) HTML
4 8 (6.56%) .NET
5 7 (5.74%) HTML5
5 7 (5.74%) XSLT
6 5 (4.10%) Kafka
7 3 (2.46%) Framer.js
8 2 (1.64%) Apache Tez
8 2 (1.64%) JSON
8 2 (1.64%) MLlib
8 2 (1.64%) Natural Language Processing
8 2 (1.64%) REST
8 2 (1.64%) SOAP
8 2 (1.64%) VCL
8 2 (1.64%) XSD
9 1 (0.82%) COM
9 1 (0.82%) Sass
9 1 (0.82%) Web Services
Miscellaneous
1 15 (12.30%) User Experience
2 14 (11.48%) Computer Science
3 8 (6.56%) Analytical Skills
4 7 (5.74%) Enterprise Software
5 6 (4.92%) Management Information System
6 5 (4.10%) Hybrid Cloud
7 4 (3.28%) Blog
7 4 (3.28%) Mobile Computing
7 4 (3.28%) Replication
7 4 (3.28%) Smart Meter
8 3 (2.46%) Graphic Design
9 2 (1.64%) Animation
9 2 (1.64%) Linked Data
9 2 (1.64%) Mainframe
9 2 (1.64%) Semantic Web
10 1 (0.82%) Blackberry
10 1 (0.82%) Data Centre
10 1 (0.82%) Data Structures
10 1 (0.82%) Mobile App
10 1 (0.82%) Virtual Team
Operating Systems
1 5 (4.10%) Windows
2 2 (1.64%) Linux
3 1 (0.82%) Mac OS
Processes & Methodologies
1 35 (28.69%) Agile Software Development
2 32 (26.23%) Data Modelling
2 32 (26.23%) TOGAF
3 29 (23.77%) ITIL
4 28 (22.95%) Data Architecture
4 28 (22.95%) Visualisation
5 25 (20.49%) Analytics
5 25 (20.49%) Service Management
6 24 (19.67%) Business Intelligence
7 23 (18.85%) Data Management
8 21 (17.21%) Asset Management
9 20 (16.39%) Data Governance
9 20 (16.39%) UML
10 19 (15.57%) Data Integration
10 19 (15.57%) ITSM
11 18 (14.75%) Zachman Framework
12 17 (13.93%) Data Security
12 17 (13.93%) Risk Assessment
13 15 (12.30%) Collaborative Working
13 15 (12.30%) SOA
Programming Languages
1 12 (9.84%) Java
1 12 (9.84%) VBA
2 8 (6.56%) SQL
3 4 (3.28%) Scala
3 4 (3.28%) SPARQL
4 3 (2.46%) R
5 2 (1.64%) C
5 2 (1.64%) C++
5 2 (1.64%) Python
6 1 (0.82%) JavaScript
6 1 (0.82%) PHP
6 1 (0.82%) PL/SQL
Qualifications
1 26 (21.31%) Degree
2 16 (13.11%) ITIL Certification
3 8 (6.56%) Computer Science Degree
4 4 (3.28%) CISSP
5 3 (2.46%) CISA
5 3 (2.46%) CRISC
5 3 (2.46%) Master's Degree
6 2 (1.64%) CISM
6 2 (1.64%) IISP
6 2 (1.64%) ISEB
6 2 (1.64%) Security Cleared
7 1 (0.82%) PhD
Quality Assurance & Compliance
1 13 (10.66%) Data Quality
2 12 (9.84%) Solvency II
3 5 (4.10%) GDPR
4 2 (1.64%) GPG13
5 1 (0.82%) SLA
System Software
1 2 (1.64%) Apache Flume
1 2 (1.64%) Apache ZooKeeper
1 2 (1.64%) HDFS
Systems Management
1 4 (3.28%) Oozie
2 2 (1.64%) Cisco CUCM
3 1 (0.82%) Microsoft Intune
3 1 (0.82%) SCCM
Vendors
1 41 (33.61%) Microsoft
2 8 (6.56%) webMethods
3 5 (4.10%) Oracle
4 3 (2.46%) IBM
5 2 (1.64%) ATG
5 2 (1.64%) Avaya
5 2 (1.64%) Hortonworks
5 2 (1.64%) hybris
5 2 (1.64%) Nintex
5 2 (1.64%) Tableau
5 2 (1.64%) VMware
6 1 (0.82%) Apple
6 1 (0.82%) Dell
6 1 (0.82%) Informatica
6 1 (0.82%) MuleSoft
6 1 (0.82%) Salesforce.com
6 1 (0.82%) SAP
6 1 (0.82%) Teradata
6 1 (0.82%) WooCommerce