The table below looks at the prevalence of the term Taxonomies in IT jobs advertised for the Scotland region. Included is a guide to the salaries offered in IT jobs that have cited Taxonomies over the 3 months to 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Taxonomy
UK / Scotland
Rank 137 148 160
Rank change year-on-year
+11 +12
Permanent jobs citing Taxonomies 4 16 4
As % of all permanent IT jobs located in Scotland 0.17% 0.55% 0.13%
As % of the Miscellaneous category 0.46% 1.25% 0.36%
Number of salaries quoted 4 9 3
Median salary £77,500 £55,000 £75,000
Median salary % change year-on-year
+40.90% -26.66%
UK excluding London median salary £71,250 £57,500 £56,250
% change year-on-year
+23.91% +2.22%

The following table is for comparison with the above and provides statistics for the entire Miscellaneous category in permanent jobs advertised in the Scotland region.

Miscellaneous Category
Scotland
Permanent IT job ads with a match in the
Miscellaneous category
869 1277 1098
As % of all permanent IT jobs located in Scotland 37.60% 43.55% 34.67%
Number of salaries quoted 568 757 671
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year
+5.88% -
90% offered a salary of more than £28,550 £28,650 £28,500
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Taxonomies
Jobs Demand Trend in Scotland

The demand trend of job ads across the Scotland region citing Taxonomies as a proportion of all IT jobs with a match in the Miscellaneous category.

Taxonomies Jobs Demand Trend in Scotland

Taxonomies
Salary Trend in Scotland

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

Taxonomies Salary Trend 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 20 February 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
Edinburgh -3 4 £77,500 -0.64%
Taxonomies
UK

Taxonomies
Top 30 Related IT Skills in Scotland

For the 6 months to 20 February 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 12 (100.00%) Data Modelling
2 11 (91.67%) Degree
3 8 (66.67%) Hadoop
3 8 (66.67%) Logical Data Model
3 8 (66.67%) Ontologies
3 8 (66.67%) UML
3 8 (66.67%) Oracle
3 8 (66.67%) IBM
3 8 (66.67%) ERwin
3 8 (66.67%) Finance
3 8 (66.67%) Data Management
4 7 (58.33%) Analytical Skills
4 7 (58.33%) Data Architecture
5 5 (41.67%) Banking
6 4 (33.33%) SQL
6 4 (33.33%) Migration
6 4 (33.33%) Teradata
6 4 (33.33%) General Ledger
6 4 (33.33%) MagicDraw
6 4 (33.33%) Enterprise Architecture
6 4 (33.33%) Technical Architecture
6 4 (33.33%) Data Migration
6 4 (33.33%) Reference Data
6 4 (33.33%) Data Integration
6 4 (33.33%) Drools
6 4 (33.33%) SQL Server
6 4 (33.33%) Sybase
6 4 (33.33%) OLAP
6 4 (33.33%) XML
6 4 (33.33%) Unix

Taxonomies
Top Related 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 4 (33.33%) Apache Spark
1 4 (33.33%) GemFire
2 3 (25.00%) Oracle SOA Suite
Database & Business Intelligence
1 8 (66.67%) Hadoop
2 4 (33.33%) Apache Cassandra
2 4 (33.33%) Apache Hive
2 4 (33.33%) Data Lake
2 4 (33.33%) Data Warehouse
2 4 (33.33%) HBase
2 4 (33.33%) NoSQL
2 4 (33.33%) OLAP
2 4 (33.33%) OLTP
2 4 (33.33%) RDBMS
2 4 (33.33%) Relational Database
2 4 (33.33%) SQL Server
2 4 (33.33%) Star Schema
Development Applications
1 8 (66.67%) ERwin
2 4 (33.33%) MagicDraw
General
1 8 (66.67%) Finance
2 5 (41.67%) Banking
3 4 (33.33%) Back Office
3 4 (33.33%) General Ledger
Job Titles
1 12 (100.00%) Architect
2 8 (66.67%) Data Architect
2 8 (66.67%) Information Architect
3 4 (33.33%) Data Modeller
3 4 (33.33%) Senior Architect
3 4 (33.33%) Senior Data Architect
4 1 (8.33%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 4 (33.33%) Drools
1 4 (33.33%) Ehcache
1 4 (33.33%) Kafka
1 4 (33.33%) XML
1 4 (33.33%) XML Schema
Miscellaneous
1 7 (58.33%) Analytical Skills
2 4 (33.33%) N-Tier
2 4 (33.33%) Reference Data
3 3 (25.00%) Computer Science
Operating Systems
1 4 (33.33%) Unix
1 4 (33.33%) Windows
Processes & Methodologies
1 12 (100.00%) Data Modelling
2 8 (66.67%) Data Management
2 8 (66.67%) Logical Data Model
2 8 (66.67%) Ontologies
2 8 (66.67%) UML
3 7 (58.33%) Data Architecture
4 4 (33.33%) Business Intelligence
4 4 (33.33%) Cash Management
4 4 (33.33%) Data Integration
4 4 (33.33%) Data Migration
4 4 (33.33%) Data Security
4 4 (33.33%) Enterprise Architecture
4 4 (33.33%) Information Architecture
4 4 (33.33%) Master Data Management
4 4 (33.33%) Mathematics
4 4 (33.33%) Metadata Management
4 4 (33.33%) Migration
4 4 (33.33%) Physical Data Model
4 4 (33.33%) Process Management
4 4 (33.33%) Technical Architecture
Programming Languages
1 4 (33.33%) SQL
Qualifications
1 11 (91.67%) Degree
Quality Assurance & Compliance
1 4 (33.33%) Data Quality
1 4 (33.33%) ISO20022
Vendors
1 8 (66.67%) IBM
1 8 (66.67%) Oracle
2 4 (33.33%) Sybase
2 4 (33.33%) Teradata
2 4 (33.33%) Terracotta