The table below looks at the statistics for Data Security skills in IT jobs advertised for the Edinburgh region. Included is a guide to the salaries offered in IT jobs that have cited Data Security over the 3 months to 21 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Data Security
Scotland / Edinburgh
Rank 75 92 97
Rank change year-on-year
+17 +5
Permanent jobs citing Data Security 13 1 5
As % of all permanent IT jobs located in Edinburgh 1.17% 0.081% 0.37%
As % of the Processes & Methodologies category 1.27% 0.088% 0.42%
Number of salaries quoted 9 1 1
Median salary £77,500 £50,000 £52,000
Median salary % change year-on-year
+55.00% -3.84%
UK excluding London median salary £50,000 £50,000 £45,000
% change year-on-year
- +11.11%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Edinburgh region.

Processes & Methodologies Category
Edinburgh
Permanent IT job ads with a match in the
Processes & Methodologies category
1027 1132 1186
As % of all permanent IT jobs located in Edinburgh 92.44% 91.22% 88.05%
Number of salaries quoted 688 764 726
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year
- +7.95%
90% offered a salary of more than £35,000 £33,000 £32,500
10% offered a salary of more than £71,500 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Security
Jobs Demand Trend in Edinburgh

The demand trend of job ads across the Edinburgh region citing Data Security as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Security Jobs Demand Trend in Edinburgh

Data Security
Salary Trend in Edinburgh

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

Data Security Salary Trend in Edinburgh

Data Security
Salary Histogram in Edinburgh

This chart provides a salary histogram for IT jobs citing Data Security across the Edinburgh region over the 3 months to 21 February 2017.

Data Security Salary Histogram in Edinburgh

Data Security
Top 30 Related IT Skills in Edinburgh

For the 6 months to 21 February 2017, IT jobs citing Data Security 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 Edinburgh region with a requirement for Data Security.

1 9 (69.23%) Business Intelligence
1 9 (69.23%) Finance
2 8 (61.54%) Degree
3 6 (46.15%) Data Modelling
3 6 (46.15%) ETL
4 5 (38.46%) Enterprise Architecture
4 5 (38.46%) Teradata
4 5 (38.46%) Data Management
4 5 (38.46%) RDBMS
4 5 (38.46%) IBM
4 5 (38.46%) Oracle
4 5 (38.46%) SQL Server
4 5 (38.46%) ERwin
4 5 (38.46%) Taxonomies
4 5 (38.46%) Ontologies
4 5 (38.46%) Hadoop
4 5 (38.46%) Apache Hive
4 5 (38.46%) HBase
4 5 (38.46%) Kafka
4 5 (38.46%) Master Data Management
4 5 (38.46%) Relational Database
4 5 (38.46%) Apache Spark
5 4 (30.77%) Service Design
5 4 (30.77%) Privileged Access Management
5 4 (30.77%) Analytical Skills
5 4 (30.77%) Analytics
5 4 (30.77%) Oracle SOA Suite
5 4 (30.77%) Machine Learning
5 4 (30.77%) Continuous Improvement
5 4 (30.77%) Data Architecture

Data Security
Top Related IT Skills in Edinburgh 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 (38.46%) Apache Spark
2 4 (30.77%) Oracle SOA Suite
Applications
1 3 (23.08%) MS Excel
Database & Business Intelligence
1 5 (38.46%) Apache Hive
1 5 (38.46%) Hadoop
1 5 (38.46%) HBase
1 5 (38.46%) RDBMS
1 5 (38.46%) Relational Database
1 5 (38.46%) SQL Server
2 3 (23.08%) SQL Server Analysis Services
2 3 (23.08%) SQL Server Integration Services
2 3 (23.08%) SQL Server Reporting Services
Development Applications
1 5 (38.46%) ERwin
General
1 9 (69.23%) Finance
2 1 (7.69%) Banking
Job Titles
1 5 (38.46%) Architect
1 5 (38.46%) Data Architect
1 5 (38.46%) Senior Architect
1 5 (38.46%) Senior Data Architect
2 4 (30.77%) Analyst
2 4 (30.77%) IT Manager
2 4 (30.77%) IT Security Manager
2 4 (30.77%) Security Manager
3 1 (7.69%) Business Intelligence Analyst
3 1 (7.69%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 5 (38.46%) Kafka
Miscellaneous
1 5 (38.46%) Taxonomies
2 4 (30.77%) Analytical Skills
2 4 (30.77%) Computer Science
Processes & Methodologies
1 9 (69.23%) Business Intelligence
2 6 (46.15%) Data Modelling
2 6 (46.15%) ETL
3 5 (38.46%) Data Management
3 5 (38.46%) Enterprise Architecture
3 5 (38.46%) Master Data Management
3 5 (38.46%) Ontologies
4 4 (30.77%) Analytics
4 4 (30.77%) Continuous Improvement
4 4 (30.77%) Data Architecture
4 4 (30.77%) Machine Learning
4 4 (30.77%) Penetration Testing
4 4 (30.77%) Privileged Access Management
4 4 (30.77%) Risk Analysis
4 4 (30.77%) Security Testing
4 4 (30.77%) Service Design
4 4 (30.77%) Service Management
4 4 (30.77%) SOA
4 4 (30.77%) Supplier Management
4 4 (30.77%) Validation
Qualifications
1 8 (61.54%) Degree
2 4 (30.77%) CISM
2 4 (30.77%) CISSP
Quality Assurance & Compliance
1 4 (30.77%) COBIT
1 4 (30.77%) ISO/IEC 27001
Vendors
1 5 (38.46%) IBM
1 5 (38.46%) Oracle
1 5 (38.46%) Teradata