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 3 months to 29 June 2017 with a comparison to the same period over the previous 2 years.

Taxonomy
UK / Scotland
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 149 157 -
Rank change year-on-year +8 -  
Permanent jobs citing Taxonomies 6 1 0
As % of all permanent IT jobs advertised in Scotland 0.22% 0.035% -
As % of the Miscellaneous category 0.56% 0.082% -
Number of salaries quoted 3 0 0
Median salary £70,000 - -
UK excluding London median salary £61,250 £67,500 £47,500
% change year-on-year -9.25% +42.10%  

Taxonomies is in the generic IT skills category. The next 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.

Generic IT Skills
Scotland
Permanent job vacancies with a requirement for generic IT skills 1071 1214 1223
As % of all permanent IT job vacancies advertised in Scotland 39.42% 42.43% 38.70%
Number of salaries quoted 925 799 1004
Median salary £42,500 £45,000 £42,500
Median salary % change year-on-year -5.55% +5.88%  
90% offered a salary of more than £27,500 £26,250 £26,250
10% offered a salary of more than £75,000 £63,375 £70,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

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 3 months to 29 June 2017. 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 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
Glasgow - 5 £70,000 -
Edinburgh -9 1 £77,500 -
Taxonomies
UK

For the 6 months to 29 June 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 9 (81.82%) Data Modelling
1 9 (81.82%) ERwin
1 9 (81.82%) Analytical Skills
2 8 (72.73%) IBM
2 8 (72.73%) Finance
2 8 (72.73%) Data Management
3 7 (63.64%) Degree
4 6 (54.55%) Apache Hive
4 6 (54.55%) HBase
4 6 (54.55%) Kafka
4 6 (54.55%) Data Architecture
4 6 (54.55%) Hadoop
4 6 (54.55%) Apache Spark
4 6 (54.55%) Master Data Management
4 6 (54.55%) Relational Database
4 6 (54.55%) IT Strategy
4 6 (54.55%) Enterprise Architecture
4 6 (54.55%) Ontologies
4 6 (54.55%) Data Security
4 6 (54.55%) Teradata
4 6 (54.55%) Business Intelligence
4 6 (54.55%) RDBMS
4 6 (54.55%) ETL
4 6 (54.55%) Oracle
4 6 (54.55%) SQL Server
5 5 (45.45%) SOA
5 5 (45.45%) Validation
5 5 (45.45%) Service Design
5 5 (45.45%) Computer Science
5 5 (45.45%) Analytics

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 6 (54.55%) Apache Spark
2 5 (45.45%) Oracle SOA Suite
Applications
1 2 (18.18%) Microsoft Excel
1 2 (18.18%) Microsoft PowerPoint
Database & Business Intelligence
1 6 (54.55%) Apache Hive
1 6 (54.55%) Hadoop
1 6 (54.55%) HBase
1 6 (54.55%) RDBMS
1 6 (54.55%) Relational Database
1 6 (54.55%) SQL Server
2 3 (27.27%) Data Mining
2 3 (27.27%) Star Schema
Development Applications
1 9 (81.82%) ERwin
2 3 (27.27%) MagicDraw
General
1 8 (72.73%) Finance
2 1 (9.09%) Banking
Job Titles
1 9 (81.82%) Architect
2 7 (63.64%) Senior Architect
3 6 (54.55%) Data Architect
3 6 (54.55%) Senior Data Architect
4 3 (27.27%) Information Architect
5 2 (18.18%) Business Manager
5 2 (18.18%) Lead Architect
6 1 (9.09%) Enterprise Data Architect
6 1 (9.09%) Senior Information Architect
Libraries, Frameworks & Software Standards
1 6 (54.55%) Kafka
2 3 (27.27%) XML
2 3 (27.27%) XML Schema
Miscellaneous
1 9 (81.82%) Analytical Skills
2 5 (45.45%) Computer Science
3 4 (36.36%) Equities
4 2 (18.18%) Fixed Income
4 2 (18.18%) Reference Data
Processes & Methodologies
1 9 (81.82%) Data Modelling
2 8 (72.73%) Data Management
3 6 (54.55%) Business Intelligence
3 6 (54.55%) Data Architecture
3 6 (54.55%) Data Security
3 6 (54.55%) Enterprise Architecture
3 6 (54.55%) ETL
3 6 (54.55%) IT Strategy
3 6 (54.55%) Master Data Management
3 6 (54.55%) Ontologies
4 5 (45.45%) Analytics
4 5 (45.45%) Machine Learning
4 5 (45.45%) Service Design
4 5 (45.45%) SOA
4 5 (45.45%) Validation
5 3 (27.27%) Data Analysis
5 3 (27.27%) Data Migration
5 3 (27.27%) Metadata Management
5 3 (27.27%) Migration
5 3 (27.27%) UML
Programming Languages
1 2 (18.18%) SQL
Qualifications
1 7 (63.64%) Degree
2 2 (18.18%) ACCA
Quality Assurance & Compliance
1 2 (18.18%) Data Quality
1 2 (18.18%) ISO 20022
Vendors
1 8 (72.73%) IBM
2 6 (54.55%) Oracle
2 6 (54.55%) Teradata