The table below looks at the statistics for Big Data skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Big Data over the 3 months to 26 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jun 2016
Same period 2015 Same period 2014
Big Data
Rank 66 72 99
Rank change year-on-year
+6 +27
Permanent jobs citing Big Data 49 29 13
As % of all permanent IT jobs located in Glasgow 3.84% 2.29% 0.98%
As % of the Database & Business Intelligence category 9.63% 5.88% 2.58%
Number of salaries quoted 16 17 12
Median salary £46,250 £45,000 £47,000
Median salary % change year-on-year
+2.77% -4.25%
90% offered a salary of more than £32,125 £37,800 £42,500
10% offered a salary of more than £56,000 £62,200 £55,000
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year
+10.00% -
Big Data
Scotland

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the Glasgow region.

Database & Business Intelligence Category
Glasgow
Permanent IT job ads with a match in the
Database & Business Intelligence category
509 493 503
As % of all permanent IT jobs located in Glasgow 39.86% 38.94% 37.73%
Number of salaries quoted 207 291 321
Median salary £46,000 £44,500 £40,000
Median salary % change year-on-year
+3.37% +11.25%
90% offered a salary of more than £31,000 £32,500 £30,000
10% offered a salary of more than £60,000 £52,500 £60,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Big Data
Jobs Demand Trend in Glasgow

The demand trend of job ads across the Glasgow region citing Big Data as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Big Data Jobs Demand Trend in Glasgow

Big Data
Salary Trend in Glasgow

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

Big Data Salary Trend in Glasgow

Big Data
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Big Data across the Glasgow region over the 3 months to 26 June 2016.

Big Data Salary Histogram in Glasgow

Big Data
Top 30 Related IT Skills in Glasgow

For the 6 months to 26 June 2016, IT jobs citing Big Data 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 Glasgow region with a requirement for Big Data.

1 42 (68.85%) Java
2 39 (63.93%) Hadoop
3 30 (49.18%) Finance
4 28 (45.90%) Agile Software Development
4 28 (45.90%) Python
5 22 (36.07%) Business Intelligence
6 21 (34.43%) SQL
6 21 (34.43%) Oracle
6 21 (34.43%) Analytics
7 19 (31.15%) Data Warehouse
8 17 (27.87%) ETL
8 17 (27.87%) Analytical Skills
9 16 (26.23%) Linux
10 15 (24.59%) Scrum
10 15 (24.59%) Degree
11 14 (22.95%) Spring
12 13 (21.31%) Software Engineering
12 13 (21.31%) Data Management
12 13 (21.31%) OO
12 13 (21.31%) C++
12 13 (21.31%) Apache Spark
13 12 (19.67%) Informatica
13 12 (19.67%) Computer Science
14 11 (18.03%) JBoss
14 11 (18.03%) Unix
14 11 (18.03%) Apache Hive
14 11 (18.03%) Visualisation
15 10 (16.39%) SDLC
16 9 (14.75%) Continuous Integration
16 9 (14.75%) Information Management

Big Data
Top Related IT Skills in Glasgow 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 13 (21.31%) Apache Spark
2 11 (18.03%) JBoss
3 8 (13.11%) Apache
4 5 (8.20%) Apache Pig
5 4 (6.56%) Apache Solr
5 4 (6.56%) Elasticsearch
5 4 (6.56%) SAS
6 2 (3.28%) Alfresco
6 2 (3.28%) Mule
6 2 (3.28%) SugarCRM
Applications
1 1 (1.64%) MS Excel
Cloud Services
1 2 (3.28%) Amazon AWS
Communications & Networking
1 3 (4.92%) FTP
1 3 (4.92%) HTTP
1 3 (4.92%) SNMP
1 3 (4.92%) TCP/IP
2 1 (1.64%) DNS
2 1 (1.64%) Firewall
2 1 (1.64%) Internet
Database & Business Intelligence
1 39 (63.93%) Hadoop
2 19 (31.15%) Data Warehouse
3 11 (18.03%) Apache Hive
4 8 (13.11%) NoSQL
5 7 (11.48%) Relational Database
6 6 (9.84%) IBM InfoSphere
6 6 (9.84%) Impala
6 6 (9.84%) RDBMS
6 6 (9.84%) Spotfire
6 6 (9.84%) Sqoop
7 5 (8.20%) DataStage
7 5 (8.20%) HBase
8 4 (6.56%) MongoDB
8 4 (6.56%) MySQL
8 4 (6.56%) Oracle Database
8 4 (6.56%) PowerCenter
9 3 (4.92%) Apache Cassandra
9 3 (4.92%) Enterprise Data Warehouse
9 3 (4.92%) Parquet
10 2 (3.28%) Pentaho
Development Applications
1 8 (13.11%) Git (software)
2 7 (11.48%) JIRA
2 7 (11.48%) Subversion
3 6 (9.84%) Jenkins
3 6 (9.84%) JUnit
3 6 (9.84%) Maven
4 4 (6.56%) Gradle
5 3 (4.92%) Ant
6 2 (3.28%) Talend Open Studio
7 1 (1.64%) Eclipse
7 1 (1.64%) RubyMine
General
1 30 (49.18%) Finance
2 6 (9.84%) Banking
3 3 (4.92%) Publishing
4 2 (3.28%) Aerospace
Job Titles
1 47 (77.05%) Developer
2 25 (40.98%) Big Data Developer
3 13 (21.31%) Java Developer
4 8 (13.11%) Business Intelligence Developer
5 6 (9.84%) Consultant
6 5 (8.20%) Big Data Consultant
6 5 (8.20%) Data Consultant
7 4 (6.56%) Data Integration Consultant
7 4 (6.56%) Data Integration Developer
7 4 (6.56%) ETL Consultant
7 4 (6.56%) ETL Developer
7 4 (6.56%) Hadoop Developer
7 4 (6.56%) Informatica Consultant
7 4 (6.56%) Informatica Developer
7 4 (6.56%) Informatica ETL Developer
7 4 (6.56%) Integration Consultant
7 4 (6.56%) Integration Developer
7 4 (6.56%) Python Developer
8 3 (4.92%) Security Engineer
8 3 (4.92%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 14 (22.95%) Spring
2 6 (9.84%) D3.js
2 6 (9.84%) HTML
2 6 (9.84%) HTML5
3 5 (8.20%) Web Services
4 4 (6.56%) REST
4 4 (6.56%) Ruby on Rails
5 3 (4.92%) AngularJS
5 3 (4.92%) Apache Flex
5 3 (4.92%) CGI
5 3 (4.92%) Ext JS
5 3 (4.92%) GWT
5 3 (4.92%) Hibernate
5 3 (4.92%) Kafka
5 3 (4.92%) OpenMP
5 3 (4.92%) Silverlight
5 3 (4.92%) SOAP
5 3 (4.92%) XML
6 2 (3.28%) J2EE
6 2 (3.28%) Middleware
Miscellaneous
1 17 (27.87%) Analytical Skills
2 12 (19.67%) Computer Science
3 11 (18.03%) Visualisation
4 8 (13.11%) Data Integration
4 8 (13.11%) Mathematics
5 6 (9.84%) Market Risk
6 3 (4.92%) Management Information System
6 3 (4.92%) RIA
6 3 (4.92%) Statistics
7 2 (3.28%) Enterprise Software
Operating Systems
1 16 (26.23%) Linux
2 11 (18.03%) Unix
3 5 (8.20%) Ubuntu
4 3 (4.92%) Windows
Processes & Methodologies
1 28 (45.90%) Agile Software Development
2 22 (36.07%) Business Intelligence
3 21 (34.43%) Analytics
4 17 (27.87%) ETL
5 15 (24.59%) Scrum
6 13 (21.31%) Data Management
6 13 (21.31%) OO
6 13 (21.31%) Software Engineering
7 10 (16.39%) SDLC
8 9 (14.75%) Continuous Integration
8 9 (14.75%) Information Management
8 9 (14.75%) Workflow
9 8 (13.11%) Data Modelling
9 8 (13.11%) Open Source
10 7 (11.48%) Data Analysis
10 7 (11.48%) Data Analytics
10 7 (11.48%) Master Data Management
11 6 (9.84%) Data Visualisation
11 6 (9.84%) Regression Testing
11 6 (9.84%) Trend Analysis
Programming Languages
1 42 (68.85%) Java
2 28 (45.90%) Python
3 21 (34.43%) SQL
4 13 (21.31%) C++
5 7 (11.48%) JavaScript
5 7 (11.48%) Ruby
5 7 (11.48%) Scala
6 6 (9.84%) Perl
7 5 (8.20%) PL/SQL
8 4 (6.56%) R
9 3 (4.92%) C
9 3 (4.92%) C#
9 3 (4.92%) PowerShell
9 3 (4.92%) VBScript
10 2 (3.28%) PHP
11 1 (1.64%) T-SQL
Qualifications
1 15 (24.59%) Degree
2 1 (1.64%) CISSP
2 1 (1.64%) SANS
Quality Assurance & Compliance
1 1 (1.64%) Data Quality
1 1 (1.64%) QA
System Software
1 5 (8.20%) Apache Flume
Systems Management
1 6 (9.84%) Oozie
1 6 (9.84%) Rundeck
2 4 (6.56%) QRadar
3 3 (4.92%) Fluentd
3 3 (4.92%) MOM
3 3 (4.92%) Nagios
3 3 (4.92%) Nessus
4 1 (1.64%) ArcSight ESM
Vendors
1 21 (34.43%) Oracle
2 12 (19.67%) Informatica
3 6 (9.84%) IBM
3 6 (9.84%) Tableau
4 5 (8.20%) MicroStrategy
5 4 (6.56%) ArcSight
5 4 (6.56%) Microsoft
5 4 (6.56%) Netezza
5 4 (6.56%) Splunk
6 3 (4.92%) Qualys
6 3 (4.92%) ServiceNow
7 2 (3.28%) Talend
8 1 (1.64%) Cloudera
8 1 (1.64%) Cognos
8 1 (1.64%) MapR
8 1 (1.64%) Red Hat
8 1 (1.64%) SAP
8 1 (1.64%) Symantec
8 1 (1.64%) Teradata
Glasgow City Centre
JP Morgan Glasgow
Salary: Competitive + full benefits
Posted: 19 days ago
Glasgow, Lanarkshire
CGI
Salary: £30,000 - £40,000 per annum + benefits
Posted: 26 days ago
Glasgow, Lanarkshire
CGI
Salary: £30,000 - £55,000 per annum + benefits
Posted: 26 days ago
Glasgow, Lanarkshire
CGI
Salary: £42,000 - £55,000 per annum + benefits
Posted: 26 days ago