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 25 June 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
Scotland / Edinburgh
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 87 - -
Rank change year-on-year - 0  
Permanent jobs citing Big Data Analytics 13 0 0
As % of all permanent IT jobs advertised in Edinburgh 1.07% - -
As % of the Processes & Methodologies category 1.16% - -
Number of salaries quoted 13 0 0
Median salary £30,000 - -
UK excluding London median salary £55,000 £55,000 £38,600
% change year-on-year - +42.48%  

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 1121 1089 1260
As % of all permanent IT job vacancies advertised in Edinburgh 91.89% 91.67% 89.74%
Number of salaries quoted 683 619 767
Median salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.55%  
90% offered a salary of more than £30,000 £29,000 £32,500
10% offered a salary of more than £70,000 £60,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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

Big Data Analytics
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Big Data Analytics in Edinburgh over the 3 months to 25 June 2017.

Salary histogram for Big Data Analytics in Edinburgh

For the 6 months to 25 June 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 15 (100.00%) Big Data
1 15 (100.00%) Data Analytics
1 15 (100.00%) Analytics
2 10 (66.67%) Linux
3 9 (60.00%) Threat Management
3 9 (60.00%) Splunk
3 9 (60.00%) Security Operations
3 9 (60.00%) Security Monitoring
4 8 (53.33%) Cybersecurity
5 5 (33.33%) Identity Access Management
5 5 (33.33%) Security Operations Centre
5 5 (33.33%) Red Hat
5 5 (33.33%) Law
6 4 (26.67%) Degree
6 4 (26.67%) Network Security
6 4 (26.67%) Cyber Attack
6 4 (26.67%) Security Architecture
7 1 (6.67%) Talend
7 1 (6.67%) MongoDB
7 1 (6.67%) Neo4j
7 1 (6.67%) Coaching
7 1 (6.67%) Microservices
7 1 (6.67%) Elastic Stack
7 1 (6.67%) Drools
7 1 (6.67%) Talend Open Studio
7 1 (6.67%) Pentaho
7 1 (6.67%) Hadoop
7 1 (6.67%) Open Source
7 1 (6.67%) Continuous Integration
7 1 (6.67%) Java EE

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 1 (6.67%) JBoss
Communications & Networking
1 4 (26.67%) Network Security
Database & Business Intelligence
1 15 (100.00%) Big Data
2 1 (6.67%) Hadoop
2 1 (6.67%) MongoDB
2 1 (6.67%) Neo4j
2 1 (6.67%) Pentaho
2 1 (6.67%) PostgreSQL
Development Applications
1 1 (6.67%) Talend Open Studio
General
1 5 (33.33%) Law
2 1 (6.67%) Finance
Job Titles
1 14 (93.33%) Consultant
1 14 (93.33%) Security Consultant
2 5 (33.33%) Associate Consultant
2 5 (33.33%) Linux Consultant
2 5 (33.33%) Senior Consultant
2 5 (33.33%) Senior Security Consultant
2 5 (33.33%) SOC Consultant
3 4 (26.67%) Analytics Consultant
3 4 (26.67%) Big Data Consultant
3 4 (26.67%) Data Analytics Consultant
3 4 (26.67%) Data Consultant
3 4 (26.67%) Splunk Consultant
3 4 (26.67%) Trainee
3 4 (26.67%) Trainee Consultant
4 1 (6.67%) Developer
4 1 (6.67%) Java Developer
Libraries, Frameworks & Software Standards
1 1 (6.67%) ActiveMQ
1 1 (6.67%) Drools
1 1 (6.67%) Elastic Stack
1 1 (6.67%) Java EE
1 1 (6.67%) jBPM
1 1 (6.67%) Middleware
1 1 (6.67%) Spring
1 1 (6.67%) XML
1 1 (6.67%) XSLT
Miscellaneous
1 5 (33.33%) Security Operations Centre
2 4 (26.67%) Cyber Attack
Operating Systems
1 10 (66.67%) Linux
Processes & Methodologies
1 15 (100.00%) Analytics
1 15 (100.00%) Data Analytics
2 9 (60.00%) Security Monitoring
2 9 (60.00%) Security Operations
2 9 (60.00%) Threat Management
3 8 (53.33%) Cybersecurity
4 5 (33.33%) Identity Access Management
5 4 (26.67%) Security Architecture
6 1 (6.67%) Agile Software Development
6 1 (6.67%) Coaching
6 1 (6.67%) Continuous Integration
6 1 (6.67%) Microservices
6 1 (6.67%) Open Source
6 1 (6.67%) Scrum
6 1 (6.67%) SOA
6 1 (6.67%) TDD
6 1 (6.67%) Workflow
Programming Languages
1 1 (6.67%) Java
1 1 (6.67%) Python
Qualifications
1 4 (26.67%) Degree
Vendors
1 9 (60.00%) Splunk
2 5 (33.33%) Red Hat
3 1 (6.67%) Talend
Edinburgh, Midlothian
ECS
Salary: benefits
Posted: Yesterday
Edinburgh, Midlothian
ECS
Salary: benefits
Posted: 3 days ago