The following table provides summary statistics for permanent job vacancies advertised in Scotland 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Big Data Analytics
UK / Scotland
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 138 164 161
Rank change year-on-year +26 -3  
Permanent jobs citing Big Data Analytics 14 1 3
As % of all permanent IT jobs advertised in Scotland 0.53% 0.035% 0.096%
As % of the Processes & Methodologies category 0.57% 0.038% 0.11%
Number of salaries quoted 14 1 3
Median salary £30,000 £55,000 £38,600
Median salary % change year-on-year -45.45% +42.48%  
UK excluding London median salary £55,000 £55,000 £39,300
% change year-on-year - +39.94%  

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 Scotland with a requirement for process and methodology skills.

Process & Methodology Skills
Scotland
Permanent job vacancies with a requirement for process and methodology skills 2439 2617 2809
As % of all permanent IT job vacancies advertised in Scotland 91.49% 91.54% 89.92%
Number of salaries quoted 1562 1474 1762
Median salary £45,000 £45,000 £43,913
Median salary % change year-on-year - +2.47%  
90% offered a salary of more than £31,500 £30,000 £32,000
10% offered a salary of more than £70,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Big Data Analytics
Job Vacancy Trend in Scotland

The job posting trend of jobs advertised in Scotland 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 Scotland

Big Data Analytics
Salary Trend in Scotland

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

Salary trend for Big Data Analytics in Scotland

Big Data Analytics
Salary Histogram in Scotland

The salary distribution of IT jobs citing Big Data Analytics in Scotland over the 3 months to 22 June 2017.

Salary histogram for Big Data Analytics in Scotland

Big Data Analytics
Job Locations in Scotland

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data Analytics within the Scotland region over the 3 months to 22 June 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 - 14 £30,000 -
Big Data Analytics
UK

For the 6 months to 22 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 Scotland 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 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 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
Glasgow, Lanarkshire
CGI
Salary: £30000 - £45000 per annum + benefits
Posted: 15 days ago
Glasgow, Lanarkshire
CGI
Salary: £45000 - £55000 per annum + benefits
Posted: 15 days ago