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 24 March 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Taxonomy
UK / Scotland
Rank 133 149 153
Rank change year-on-year +16 +4  
Permanent jobs citing Taxonomies 5 10 2
As % of all permanent IT jobs advertised in Scotland 0.22% 0.34% 0.065%
As % of the Miscellaneous category 0.59% 0.78% 0.18%
Number of salaries quoted 5 5 2
Median salary £77,500 £32,500 £75,000
Median salary % change year-on-year +138.46% -56.66%  
UK excluding London median salary £72,500 £57,500 £50,000
% change year-on-year +26.08% +15.00%  

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 852 1276 1105
As % of all permanent IT job vacancies advertised in Scotland 36.74% 43.64% 35.75%
Number of salaries quoted 549 763 654
Median salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.52%  
90% offered a salary of more than £29,000 £27,500 £28,000
10% offered a salary of more than £70,000 £60,000 £67,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Taxonomies
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland citing Taxonomies as a proportion of all permanent or contract IT jobs with a match in the Miscellaneous category.

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 24 March 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 - 5 £77,500 -
Taxonomies
UK

Taxonomies
Top 30 Related IT Skills in Scotland

For the 6 months to 24 March 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 (100.00%) Data Modelling
1 9 (100.00%) IBM
1 9 (100.00%) ERwin
1 9 (100.00%) Data Management
1 9 (100.00%) Ontologies
2 8 (88.89%) Degree
2 8 (88.89%) Data Architecture
2 8 (88.89%) Analytical Skills
3 5 (55.56%) Apache Spark
3 5 (55.56%) Hadoop
3 5 (55.56%) Apache Hive
3 5 (55.56%) HBase
3 5 (55.56%) Kafka
3 5 (55.56%) Master Data Management
3 5 (55.56%) Relational Database
3 5 (55.56%) IT Strategy
3 5 (55.56%) Enterprise Architecture
3 5 (55.56%) Teradata
3 5 (55.56%) Banking
3 5 (55.56%) Data Security
3 5 (55.56%) Finance
3 5 (55.56%) Business Intelligence
3 5 (55.56%) RDBMS
3 5 (55.56%) ETL
3 5 (55.56%) Oracle
3 5 (55.56%) SQL Server
4 4 (44.44%) OLAP
4 4 (44.44%) XML
4 4 (44.44%) UML
4 4 (44.44%) Data Warehouse

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 5 (55.56%) Apache Spark
2 4 (44.44%) Oracle SOA Suite
Database & Business Intelligence
1 5 (55.56%) Apache Hive
1 5 (55.56%) Hadoop
1 5 (55.56%) HBase
1 5 (55.56%) RDBMS
1 5 (55.56%) Relational Database
1 5 (55.56%) SQL Server
2 4 (44.44%) Data Lake
2 4 (44.44%) Data Warehouse
2 4 (44.44%) OLAP
2 4 (44.44%) OLTP
2 4 (44.44%) Star Schema
Development Applications
1 9 (100.00%) ERwin
2 4 (44.44%) MagicDraw
General
1 5 (55.56%) Banking
1 5 (55.56%) Finance
2 4 (44.44%) Back Office
2 4 (44.44%) General Ledger
Job Titles
1 9 (100.00%) Architect
2 5 (55.56%) Data Architect
2 5 (55.56%) Senior Architect
2 5 (55.56%) Senior Data Architect
3 4 (44.44%) Information Architect
4 1 (11.11%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 5 (55.56%) Kafka
2 4 (44.44%) XML
2 4 (44.44%) XML Schema
Miscellaneous
1 8 (88.89%) Analytical Skills
2 4 (44.44%) Computer Science
2 4 (44.44%) Reference Data
Processes & Methodologies
1 9 (100.00%) Data Management
1 9 (100.00%) Data Modelling
1 9 (100.00%) Ontologies
2 8 (88.89%) Data Architecture
3 5 (55.56%) Business Intelligence
3 5 (55.56%) Data Security
3 5 (55.56%) Enterprise Architecture
3 5 (55.56%) ETL
3 5 (55.56%) IT Strategy
3 5 (55.56%) Master Data Management
4 4 (44.44%) Conceptual Models
4 4 (44.44%) Data Lineage
4 4 (44.44%) Data Migration
4 4 (44.44%) Logical Data Model
4 4 (44.44%) Migration
4 4 (44.44%) Reference Data Management
4 4 (44.44%) Service Design
4 4 (44.44%) SOA
4 4 (44.44%) UML
4 4 (44.44%) Validation
Qualifications
1 8 (88.89%) Degree
Quality Assurance & Compliance
1 4 (44.44%) Data Quality
1 4 (44.44%) ISO20022
Vendors
1 9 (100.00%) IBM
2 5 (55.56%) Oracle
2 5 (55.56%) Teradata