Period
to 25 November 2017

The table below looks at the prevalence of the term Taxonomies in permanent job vacancies advertised in Scotland. Included is a benchmarking guide to the salaries offered in vacancies that have cited Taxonomies over the 6 months to 25 November 2017 with a comparison to the same period over the previous 2 years.

Taxonomy
UK > Scotland
6 months to
25 Nov 2017
Same period 2016 Same period 2015
Rank 227 202 226
Rank change year-on-year -25 +24 +23
Permanent jobs citing Taxonomies 4 12 14
As % of all permanent IT jobs advertised in Scotland 0.071% 0.23% 0.22%
As % of the Miscellaneous category 0.18% 0.61% 0.52%
Number of salaries quoted 2 0 2
Scotland median annual salary £70,000 - £76,500
10th Percentile £67,500 - £75,300
90th Percentile £72,500 - £77,700
UK median annual salary £72,500 £72,500 £55,000
% change year-on-year - +31.82% -21.43%

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 Scotland with a requirement for generic IT skills.

All Generic IT Skills
Scotland
Permanent vacancies with a requirement for generic IT skills 2205 1965 2685
As % of all permanent IT jobs advertised in Scotland 39.23% 38.04% 41.65%
Number of salaries quoted 1369 1123 1600
Scotland median annual salary £44,000 £43,000 £41,500
Median salary % change year-on-year +2.33% +3.61% +3.75%
10th Percentile £27,500 £26,250 £26,500
90th Percentile £67,500 £65,000 £63,750
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Taxonomies
Job Vacancy Trend in Scotland

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

Job vacancy trend for Taxonomies in Scotland

Taxonomies
Salary Trend in Scotland

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

Salary trend for Taxonomies in Scotland

Taxonomies
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Taxonomies within the Scotland region over the 6 months to 25 November 2017. 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
Glasgow -17 3 £70,000 -
Edinburgh -14 1 - -
Taxonomies
UK

For the 6 months to 25 November 2017, IT jobs citing Taxonomies also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Scotland region with a requirement for Taxonomies.

1 4 (100.00%) Data Modelling
1 4 (100.00%) ERwin
2 3 (75.00%) Data Integration
2 3 (75.00%) Migration
2 3 (75.00%) Data Management
2 3 (75.00%) Data Analysis
2 3 (75.00%) MagicDraw
2 3 (75.00%) Data Mining
2 3 (75.00%) XML
2 3 (75.00%) UML
2 3 (75.00%) XML Schema
2 3 (75.00%) Star Schema
2 3 (75.00%) IBM
2 3 (75.00%) Data Migration
2 3 (75.00%) Metadata Management
2 3 (75.00%) Analytical Skills
3 2 (50.00%) Logical Data Model
3 2 (50.00%) ISO 20022
3 2 (50.00%) Reference Data Management
3 2 (50.00%) Conceptual Models
3 2 (50.00%) Reference Data
3 2 (50.00%) Data Quality
3 2 (50.00%) SQL
3 2 (50.00%) Fixed Income
3 2 (50.00%) Equities
3 2 (50.00%) Data Architecture
4 1 (25.00%) Computer Science
4 1 (25.00%) Hadoop
4 1 (25.00%) Teradata
4 1 (25.00%) Enterprise Architecture

Taxonomies
Co-occurring IT Skills in Scotland 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 1 (25.00%) Apache Spark
1 1 (25.00%) Oracle SOA Suite
Database & Business Intelligence
1 3 (75.00%) Data Mining
1 3 (75.00%) Star Schema
2 1 (25.00%) Apache Hive
2 1 (25.00%) Hadoop
2 1 (25.00%) HBase
2 1 (25.00%) RDBMS
2 1 (25.00%) Relational Database
2 1 (25.00%) SQL Server
Development Applications
1 4 (100.00%) ERwin
2 3 (75.00%) MagicDraw
General
1 1 (25.00%) Finance
Job Titles
1 4 (100.00%) Architect
2 3 (75.00%) Information Architect
3 2 (50.00%) Lead Architect
3 2 (50.00%) Senior Architect
4 1 (25.00%) Data Architect
4 1 (25.00%) Senior Data Architect
4 1 (25.00%) Senior Information Architect
Libraries, Frameworks & Software Standards
1 3 (75.00%) XML
1 3 (75.00%) XML Schema
2 1 (25.00%) Kafka
Miscellaneous
1 3 (75.00%) Analytical Skills
2 2 (50.00%) Equities
2 2 (50.00%) Fixed Income
2 2 (50.00%) Reference Data
3 1 (25.00%) Computer Science
Processes & Methodologies
1 4 (100.00%) Data Modelling
2 3 (75.00%) Data Analysis
2 3 (75.00%) Data Integration
2 3 (75.00%) Data Management
2 3 (75.00%) Data Migration
2 3 (75.00%) Metadata Management
2 3 (75.00%) Migration
2 3 (75.00%) UML
3 2 (50.00%) Conceptual Models
3 2 (50.00%) Data Architecture
3 2 (50.00%) Logical Data Model
3 2 (50.00%) Reference Data Management
4 1 (25.00%) Business Intelligence
4 1 (25.00%) Data Security
4 1 (25.00%) Enterprise Architecture
4 1 (25.00%) ETL
4 1 (25.00%) IT Strategy
4 1 (25.00%) Ontologies
4 1 (25.00%) SOA
4 1 (25.00%) Validation
Programming Languages
1 2 (50.00%) SQL
Qualifications
1 1 (25.00%) Degree
Quality Assurance & Compliance
1 2 (50.00%) Data Quality
1 2 (50.00%) ISO 20022
Vendors
1 3 (75.00%) IBM
2 1 (25.00%) Oracle
2 1 (25.00%) Teradata