Period
to 17 January 2019

The table below looks at the prevalence of the term Taxonomies in permanent job vacancies advertised in England. Included is a benchmarking guide to the salaries offered in vacancies that have cited Taxonomies over the 6 months to 17 January 2019 with a comparison to the same period over the previous 2 years.

Taxonomy
UK > England
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 987 1062 1065
Rank change year-on-year +75 +3 +58
Permanent jobs citing Taxonomies 95 97 105
As % of all permanent IT jobs advertised in England 0.068% 0.060% 0.063%
As % of the Miscellaneous category 0.16% 0.15% 0.16%
Number of salaries quoted 89 86 87
England median annual salary £77,500 £73,750 £70,000
Median salary % change year-on-year +5.08% +5.36% +16.67%
10th Percentile £33,900 £44,432 £45,250
90th Percentile £96,500 £92,500 £97,500
UK median annual salary £75,000 £72,500 £72,500
% change year-on-year +3.45% - +20.83%

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 advertised in England with a requirement for generic IT skills.

All Generic IT Skills
England
Permanent vacancies with a requirement for generic IT skills 59,070 66,177 66,816
As % of all permanent IT jobs advertised in England 42.03% 40.80% 39.79%
Number of salaries quoted 45,690 51,306 54,970
England median annual salary £55,000 £50,000 £50,000
Median salary % change year-on-year +10.00% - -
10th Percentile £30,000 £28,500 £27,500
90th Percentile £87,500 £82,500 £81,250
UK median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Taxonomies
Job Vacancy Trend in England

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

Job vacancy trend for Taxonomies in England

Taxonomies
Salary Trend in England

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

Salary trend for Taxonomies in England

Taxonomies
Salary Histogram in England

The salary distribution of IT jobs citing Taxonomies in England over the 6 months to 17 January 2019.

Salary histogram for Taxonomies in England

Taxonomies
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Taxonomies within the England region over the 6 months to 17 January 2019. 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
London +28 46 £75,000 -9.09% 9
South East +44 19 £85,000 +61.90% 2
West Midlands +55 17 £85,000 +30.77% 1
Midlands +43 17 £85,000 +30.77% 3
North of England +26 9 £55,000 -6.38%
North West +33 8 £55,000 -24.14%
South West +9 3 - -
Yorkshire +13 1 £34,000 -38.18%
Taxonomies
UK

For the 6 months to 17 January 2019, 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 across the England region with a requirement for Taxonomies.

1 42 (44.21%) Agile Software Development
2 39 (41.05%) Big Data
3 38 (40.00%) Finance
3 38 (40.00%) Data Modelling
4 36 (37.89%) Degree
5 34 (35.79%) Migration
5 34 (35.79%) Data Architecture
6 29 (30.53%) Stakeholder Management
7 26 (27.37%) Data Management
7 26 (27.37%) Waterfall
7 26 (27.37%) Analytics
7 26 (27.37%) User Experience
7 26 (27.37%) Analytical Skills
8 25 (26.32%) Data Warehouse
9 24 (25.26%) Middleware
10 22 (23.16%) Data Integration
11 21 (22.11%) Mentoring
12 20 (21.05%) Logical Data Model
13 19 (20.00%) Stakeholder Engagement
13 19 (20.00%) ETL
13 19 (20.00%) IT Strategy
13 19 (20.00%) Data Science
14 18 (18.95%) Physical Data Model
14 18 (18.95%) Data Migration
15 17 (17.89%) Amazon AWS
15 17 (17.89%) Management Information System
15 17 (17.89%) Zachman Framework
16 16 (16.84%) HTML
16 16 (16.84%) CSS
16 16 (16.84%) Data Governance

Taxonomies
Co-occurring IT Skills in England 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 15 (15.79%) CMS
2 8 (8.42%) Cloud Foundry
2 8 (8.42%) SharePoint
3 5 (5.26%) Adobe Experience Manager
3 5 (5.26%) Apache
3 5 (5.26%) Marvel
4 4 (4.21%) Apache Solr
4 4 (4.21%) WordPress
5 2 (2.11%) Jupyter
6 1 (1.05%) Drupal
6 1 (1.05%) Ethereum
6 1 (1.05%) SharePoint 2010
6 1 (1.05%) SharePoint 2013
6 1 (1.05%) SharePoint Server
Applications
1 5 (5.26%) InVision
2 1 (1.05%) InfoPath
Cloud Services
1 17 (17.89%) Amazon AWS
2 12 (12.63%) Microsoft Azure
3 8 (8.42%) Google Cloud Platform
3 8 (8.42%) IaaS
3 8 (8.42%) PaaS
4 3 (3.16%) Cloud Computing
5 2 (2.11%) SaaS
6 1 (1.05%) GitHub
6 1 (1.05%) Office 365
Communications & Networking
1 8 (8.42%) TCP/IP
2 3 (3.16%) Internet
2 3 (3.16%) Intranet
3 1 (1.05%) Network Security
Database & Business Intelligence
1 39 (41.05%) Big Data
2 25 (26.32%) Data Warehouse
3 11 (11.58%) SQL Server
4 4 (4.21%) Hadoop
5 3 (3.16%) Data Lake
5 3 (3.16%) Relational Database
5 3 (3.16%) SQL Server Reporting Services
6 2 (2.11%) Azure SQL Database
6 2 (2.11%) Blockchain
6 2 (2.11%) BusinessObjects
6 2 (2.11%) Cosmos DB
6 2 (2.11%) MongoDB
6 2 (2.11%) NoSQL
6 2 (2.11%) Oracle Reports
6 2 (2.11%) Power BI
6 2 (2.11%) QlikView
6 2 (2.11%) RDBMS
6 2 (2.11%) SQL Server Integration Services
7 1 (1.05%) Amazon Redshift
7 1 (1.05%) Pentaho
Development Applications
1 5 (5.26%) Atlassian Bamboo
1 5 (5.26%) Grunt
1 5 (5.26%) Jenkins
1 5 (5.26%) Maven
1 5 (5.26%) SonarQube
1 5 (5.26%) TeamCity
2 1 (1.05%) Git (software)
2 1 (1.05%) Visual Studio
General
1 38 (40.00%) Finance
2 15 (15.79%) Banking
3 10 (10.53%) Financial Institution
4 9 (9.47%) Retail
5 8 (8.42%) Marketing
6 6 (6.32%) Publishing
7 5 (5.26%) Telecoms
8 4 (4.21%) Investment Banking
9 3 (3.16%) Digital Economy
9 3 (3.16%) Law
9 3 (3.16%) Legal
9 3 (3.16%) Military
10 1 (1.05%) Advertising
10 1 (1.05%) Front Office
10 1 (1.05%) Manufacturing
Job Titles
1 47 (49.47%) Architect
2 35 (36.84%) Data Architect
3 21 (22.11%) Enterprise Architect
3 21 (22.11%) Enterprise Data Architect
4 9 (9.47%) Analyst
4 9 (9.47%) Developer
5 8 (8.42%) Cloud Architect
6 7 (7.37%) C# Architect
6 7 (7.37%) Lead Architect
7 6 (6.32%) Migration Architect
7 6 (6.32%) Senior Developer
7 6 (6.32%) Systems Architect
8 5 (5.26%) Designer
8 5 (5.26%) UX Designer
9 4 (4.21%) Consultant
9 4 (4.21%) Data Consultant
9 4 (4.21%) E-Commerce Designer
9 4 (4.21%) Senior Architect
9 4 (4.21%) Senior Designer
9 4 (4.21%) Senior UX Designer
Libraries, Frameworks & Software Standards
1 24 (25.26%) Middleware
2 16 (16.84%) CSS
2 16 (16.84%) HTML
3 13 (13.68%) SOAP
3 13 (13.68%) Web Services
4 11 (11.58%) XML
5 10 (10.53%) .NET
6 7 (7.37%) HTML5
7 6 (6.32%) AngularJS
7 6 (6.32%) CSS3
7 6 (6.32%) Twitter Bootstrap
8 5 (5.26%) Apache CXF
8 5 (5.26%) Apache Sling
8 5 (5.26%) Framer.js
8 5 (5.26%) Handlebars
8 5 (5.26%) JAX-RS
8 5 (5.26%) jQuery
8 5 (5.26%) LDAP
8 5 (5.26%) OSGi
8 5 (5.26%) React
Miscellaneous
1 26 (27.37%) Analytical Skills
1 26 (27.37%) User Experience
2 17 (17.89%) Management Information System
3 7 (7.37%) Virtual Team
4 5 (5.26%) Graphic Design
4 5 (5.26%) Replication
5 4 (4.21%) Client/Server
5 4 (4.21%) Social Media
6 2 (2.11%) Data Structures
6 2 (2.11%) Reference Data
6 2 (2.11%) Self-Motivation
6 2 (2.11%) Smart Energy
6 2 (2.11%) Smart Meter
7 1 (1.05%) Bitcoin
7 1 (1.05%) Digital Media
7 1 (1.05%) State Machine
Operating Systems
1 8 (8.42%) Windows
2 1 (1.05%) Unix
Processes & Methodologies
1 42 (44.21%) Agile Software Development
2 38 (40.00%) Data Modelling
3 34 (35.79%) Data Architecture
3 34 (35.79%) Migration
4 29 (30.53%) Stakeholder Management
5 26 (27.37%) Analytics
5 26 (27.37%) Data Management
5 26 (27.37%) Waterfall
6 22 (23.16%) Data Integration
7 21 (22.11%) Mentoring
8 20 (21.05%) Logical Data Model
9 19 (20.00%) Data Science
9 19 (20.00%) ETL
9 19 (20.00%) IT Strategy
9 19 (20.00%) Stakeholder Engagement
10 18 (18.95%) Data Migration
10 18 (18.95%) Physical Data Model
11 17 (17.89%) Zachman Framework
12 16 (16.84%) Data Governance
12 16 (16.84%) Thought Leadership
Programming Languages
1 10 (10.53%) JavaScript
2 9 (9.47%) C#
3 8 (8.42%) SQL
4 7 (7.37%) Java
5 5 (5.26%) Java 8
6 3 (3.16%) C
6 3 (3.16%) Python
7 1 (1.05%) Perl
7 1 (1.05%) PHP
7 1 (1.05%) PL/SQL
7 1 (1.05%) PowerShell
Qualifications
1 36 (37.89%) Degree
2 5 (5.26%) SC Cleared
2 5 (5.26%) Security Cleared
3 3 (3.16%) DV Cleared
4 1 (1.05%) ISEB
Quality Assurance & Compliance
1 15 (15.79%) Dodd-Frank
1 15 (15.79%) IFRS
1 15 (15.79%) Solvency II
2 12 (12.63%) Data Quality
3 8 (8.42%) FATCA
4 5 (5.26%) GDPR
5 4 (4.21%) IFRS 9
5 4 (4.21%) ISO 20022
6 1 (1.05%) COBIT
6 1 (1.05%) ISO/IEC 27001
6 1 (1.05%) MiFID
6 1 (1.05%) PCI DSS
System Software
1 4 (4.21%) Varnish
Systems Management
1 5 (5.26%) Single Sign-On
Vendors
1 10 (10.53%) Google
2 9 (9.47%) Microsoft
3 7 (7.37%) GoldenSource
4 5 (5.26%) Adobe
4 5 (5.26%) hybris
4 5 (5.26%) Oracle
5 4 (4.21%) Talend
6 3 (3.16%) Informatica
7 2 (2.11%) IBM
7 2 (2.11%) MuleSoft
7 2 (2.11%) Salesforce.com
7 2 (2.11%) Tableau
8 1 (1.05%) Hyperion
8 1 (1.05%) Twitter
8 1 (1.05%) WooCommerce