The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Big Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data Analytics over the 3 months to 30 March 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
Scotland / Edinburgh
3 months to
30 Mar 2017
Same period 2016 Same period 2015
Rank 93 - 101
Rank change year-on-year - 0  
Permanent jobs citing Big Data Analytics 2 0 3
As % of all permanent IT jobs advertised in Edinburgh 0.18% - 0.22%
As % of the Processes & Methodologies category 0.19% - 0.25%
Number of salaries quoted 2 0 0
Median salary £35,000 - -
UK excluding London median salary £60,000 £50,750 £60,000
% change year-on-year +18.22% -15.41%  

Big Data Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for process and methodology skills.

Process & Methodology Skills
Edinburgh
Permanent job vacancies with a requirement for process and methodology skills 1046 1226 1206
As % of all permanent IT job vacancies advertised in Edinburgh 93.23% 91.02% 89.27%
Number of salaries quoted 680 828 709
Median salary £47,500 £47,500 £44,000
Median salary % change year-on-year - +7.95%  
90% offered a salary of more than £32,500 £32,500 £32,500
10% offered a salary of more than £72,500 £59,000 £67,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Big Data Analytics
Job Vacancy Trend in Edinburgh

The job posting trend of jobs advertised in Edinburgh citing Big Data Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Big Data Analytics in Edinburgh

Big Data Analytics
Salary Trend in Edinburgh

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

Salary trend for Big Data Analytics in Edinburgh

For the 6 months to 30 March 2017, IT jobs citing Big Data Analytics 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 Big Data Analytics.

1 8 (100.00%) Linux
1 8 (100.00%) Big Data
1 8 (100.00%) Data Analytics
1 8 (100.00%) Analytics
2 7 (87.50%) Neo4j
2 7 (87.50%) Talend
2 7 (87.50%) MongoDB
2 7 (87.50%) jBPM
2 7 (87.50%) Java EE
2 7 (87.50%) Continuous Integration
2 7 (87.50%) Drools
2 7 (87.50%) Talend Open Studio
2 7 (87.50%) Pentaho
2 7 (87.50%) Hadoop
2 7 (87.50%) Open Source
2 7 (87.50%) JBoss
2 7 (87.50%) Python
2 7 (87.50%) SOA
2 7 (87.50%) Middleware
2 7 (87.50%) Java
2 7 (87.50%) XML
2 7 (87.50%) XSLT
2 7 (87.50%) Workflow
2 7 (87.50%) PostgreSQL
2 7 (87.50%) Scrum
2 7 (87.50%) Agile Software Development
2 7 (87.50%) TDD
2 7 (87.50%) ActiveMQ
2 7 (87.50%) Spring
2 7 (87.50%) Coaching

Big Data Analytics
Co-occurring 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 7 (87.50%) JBoss
Communications & Networking
1 1 (12.50%) Network Security
Database & Business Intelligence
1 8 (100.00%) Big Data
2 7 (87.50%) Hadoop
2 7 (87.50%) MongoDB
2 7 (87.50%) Neo4j
2 7 (87.50%) Pentaho
2 7 (87.50%) PostgreSQL
Development Applications
1 7 (87.50%) Talend Open Studio
General
1 1 (12.50%) Finance
Job Titles
1 4 (50.00%) Developer
2 3 (37.50%) Software Developer
2 3 (37.50%) Software Engineer
3 2 (25.00%) Java Developer
4 1 (12.50%) Associate Consultant
4 1 (12.50%) Consultant
4 1 (12.50%) Java Software Developer
4 1 (12.50%) Security Consultant
Libraries, Frameworks & Software Standards
1 7 (87.50%) ActiveMQ
1 7 (87.50%) Drools
1 7 (87.50%) Elastic Stack
1 7 (87.50%) Java EE
1 7 (87.50%) jBPM
1 7 (87.50%) Middleware
1 7 (87.50%) Spring
1 7 (87.50%) XML
1 7 (87.50%) XSLT
2 6 (75.00%) Apache Camel
Miscellaneous
1 1 (12.50%) Cyber Attack
Operating Systems
1 8 (100.00%) Linux
Processes & Methodologies
1 8 (100.00%) Analytics
1 8 (100.00%) Data Analytics
2 7 (87.50%) Agile Software Development
2 7 (87.50%) Coaching
2 7 (87.50%) Continuous Integration
2 7 (87.50%) Microservices
2 7 (87.50%) Open Source
2 7 (87.50%) Scrum
2 7 (87.50%) SOA
2 7 (87.50%) TDD
2 7 (87.50%) Workflow
3 3 (37.50%) Software Engineering
4 1 (12.50%) Cybersecurity
4 1 (12.50%) Security Architecture
4 1 (12.50%) Security Monitoring
4 1 (12.50%) Security Operations
4 1 (12.50%) Threat Management
Programming Languages
1 7 (87.50%) Java
1 7 (87.50%) Python
Qualifications
1 1 (12.50%) Degree
Vendors
1 7 (87.50%) Talend
2 1 (12.50%) Splunk
Edinburgh, Midlothian
ECS
Salary: Benefits
Posted: 8 hours ago