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 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Big Data
Rank 60 72 106
Rank change year-on-year
+12 +34
Permanent jobs citing Big Data 38 38 13
As % of all permanent IT jobs located in Glasgow 3.29% 3.00% 0.92%
As % of the Database & Business Intelligence category 8.60% 7.77% 2.39%
Number of salaries quoted 14 24 12
Median salary £42,125 £57,500 £44,250
Median salary % change year-on-year
-26.73% +29.94%
90% offered a salary of more than £33,000 £36,600 £35,750
10% offered a salary of more than £54,250 £75,150 £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
442 489 545
As % of all permanent IT jobs located in Glasgow 38.24% 38.56% 38.41%
Number of salaries quoted 181 303 308
Median salary £42,500 £45,000 £41,000
Median salary % change year-on-year
-5.55% +9.75%
90% offered a salary of more than £28,500 £32,500 £30,000
10% offered a salary of more than £55,500 £52,500 £63,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 August 2016.

Big Data Salary Histogram in Glasgow

Big Data
Top 30 Related IT Skills in Glasgow

For the 6 months to 26 August 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 54 (75.00%) Java
2 51 (70.83%) Hadoop
3 41 (56.94%) Finance
4 39 (54.17%) Agile Software Development
5 36 (50.00%) Python
6 27 (37.50%) SQL
6 27 (37.50%) Oracle
7 25 (34.72%) Business Intelligence
8 23 (31.94%) Analytical Skills
9 21 (29.17%) Apache Spark
9 21 (29.17%) Linux
9 21 (29.17%) Data Management
9 21 (29.17%) Scrum
10 20 (27.78%) Spring
11 19 (26.39%) OO
12 18 (25.00%) Analytics
13 17 (23.61%) ETL
14 16 (22.22%) Data Warehouse
14 16 (22.22%) JBoss
14 16 (22.22%) Git (software)
15 15 (20.83%) Continuous Integration
15 15 (20.83%) Degree
15 15 (20.83%) SDLC
15 15 (20.83%) Workflow
16 14 (19.44%) HTML
16 14 (19.44%) Visualisation
16 14 (19.44%) Tableau
17 13 (18.06%) JIRA
17 13 (18.06%) Computer Science
17 13 (18.06%) C++

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 21 (29.17%) Apache Spark
2 16 (22.22%) JBoss
3 8 (11.11%) Apache
4 5 (6.94%) Apache Pig
4 5 (6.94%) Apache Solr
4 5 (6.94%) Elasticsearch
5 4 (5.56%) SAS
6 3 (4.17%) Alfresco
6 3 (4.17%) Mule
6 3 (4.17%) SugarCRM
Applications
1 1 (1.39%) MS Excel
Cloud Services
1 3 (4.17%) Amazon AWS
2 2 (2.78%) Microsoft Azure
Communications & Networking
1 3 (4.17%) FTP
1 3 (4.17%) HTTP
1 3 (4.17%) SNMP
1 3 (4.17%) TCP/IP
2 1 (1.39%) DNS
2 1 (1.39%) Firewall
2 1 (1.39%) Internet
Database & Business Intelligence
1 51 (70.83%) Hadoop
2 16 (22.22%) Data Warehouse
3 12 (16.67%) Apache Hive
3 12 (16.67%) Impala
3 12 (16.67%) Spotfire
3 12 (16.67%) Sqoop
4 9 (12.50%) NoSQL
5 6 (8.33%) IBM InfoSphere
5 6 (8.33%) MongoDB
5 6 (8.33%) Relational Database
6 5 (6.94%) Apache Cassandra
6 5 (6.94%) DataStage
6 5 (6.94%) HBase
6 5 (6.94%) RDBMS
7 4 (5.56%) MySQL
7 4 (5.56%) Oracle Database
7 4 (5.56%) PowerCenter
8 3 (4.17%) Enterprise Data Warehouse
8 3 (4.17%) Parquet
8 3 (4.17%) Pentaho
Development Applications
1 16 (22.22%) Git (software)
2 13 (18.06%) JIRA
2 13 (18.06%) Subversion
3 12 (16.67%) Jenkins
4 7 (9.72%) JUnit
4 7 (9.72%) Maven
5 5 (6.94%) Gradle
6 4 (5.56%) Ant
7 3 (4.17%) Talend Open Studio
8 2 (2.78%) Visual Studio
9 1 (1.39%) Eclipse
9 1 (1.39%) RubyMine
General
1 41 (56.94%) Finance
2 8 (11.11%) Banking
3 3 (4.17%) Aerospace
3 3 (4.17%) Publishing
Job Titles
1 56 (77.78%) Developer
2 31 (43.06%) Big Data Developer
3 19 (26.39%) Java Developer
4 7 (9.72%) Consultant
5 6 (8.33%) Data Consultant
6 5 (6.94%) Big Data Consultant
7 4 (5.56%) Data Integration Consultant
7 4 (5.56%) Data Integration Developer
7 4 (5.56%) ETL Consultant
7 4 (5.56%) ETL Developer
7 4 (5.56%) Hadoop Developer
7 4 (5.56%) Informatica Consultant
7 4 (5.56%) Informatica Developer
7 4 (5.56%) Informatica ETL Developer
7 4 (5.56%) Integration Consultant
7 4 (5.56%) Integration Developer
7 4 (5.56%) Python Developer
7 4 (5.56%) Senior Developer
7 4 (5.56%) Senior Java Developer
8 3 (4.17%) Software Engineer
Libraries, Frameworks & Software Standards
1 20 (27.78%) Spring
2 14 (19.44%) HTML
3 12 (16.67%) D3.js
3 12 (16.67%) HTML5
4 8 (11.11%) Web Services
5 7 (9.72%) Hibernate
6 4 (5.56%) REST
6 4 (5.56%) Ruby on Rails
7 3 (4.17%) .NET
7 3 (4.17%) AngularJS
7 3 (4.17%) Apache Flex
7 3 (4.17%) CGI
7 3 (4.17%) Ext JS
7 3 (4.17%) GWT
7 3 (4.17%) Kafka
7 3 (4.17%) Middleware
7 3 (4.17%) OpenMP
7 3 (4.17%) Silverlight
7 3 (4.17%) SOAP
7 3 (4.17%) XML
Miscellaneous
1 23 (31.94%) Analytical Skills
2 14 (19.44%) Visualisation
3 13 (18.06%) Computer Science
4 12 (16.67%) Market Risk
5 11 (15.28%) Data Integration
6 8 (11.11%) Mathematics
7 3 (4.17%) Enterprise Software
7 3 (4.17%) Management Information System
7 3 (4.17%) RIA
7 3 (4.17%) Statistics
8 2 (2.78%) User Experience
9 1 (1.39%) Derivative
9 1 (1.39%) Equities
Operating Systems
1 21 (29.17%) Linux
2 12 (16.67%) Unix
3 8 (11.11%) Ubuntu
4 4 (5.56%) Windows
Processes & Methodologies
1 39 (54.17%) Agile Software Development
2 25 (34.72%) Business Intelligence
3 21 (29.17%) Data Management
3 21 (29.17%) Scrum
4 19 (26.39%) OO
5 18 (25.00%) Analytics
6 17 (23.61%) ETL
7 15 (20.83%) Continuous Integration
7 15 (20.83%) SDLC
7 15 (20.83%) Workflow
8 13 (18.06%) Data Analysis
8 13 (18.06%) Software Engineering
9 12 (16.67%) Data Visualisation
9 12 (16.67%) Open Source
9 12 (16.67%) Regression Testing
9 12 (16.67%) Trend Analysis
10 11 (15.28%) Information Management
11 9 (12.50%) Data Analytics
12 7 (9.72%) Master Data Management
13 5 (6.94%) Software Delivery
Programming Languages
1 54 (75.00%) Java
2 36 (50.00%) Python
3 27 (37.50%) SQL
4 13 (18.06%) C++
5 12 (16.67%) Scala
6 9 (12.50%) JavaScript
7 7 (9.72%) Perl
7 7 (9.72%) Ruby
8 5 (6.94%) PL/SQL
9 4 (5.56%) R
10 3 (4.17%) C
10 3 (4.17%) C#
10 3 (4.17%) PHP
10 3 (4.17%) PowerShell
10 3 (4.17%) VBScript
11 1 (1.39%) T-SQL
Qualifications
1 15 (20.83%) Degree
2 1 (1.39%) CISSP
2 1 (1.39%) SANS
Quality Assurance & Compliance
1 3 (4.17%) Data Quality
2 1 (1.39%) QA
System Software
1 5 (6.94%) Apache Flume
Systems Management
1 12 (16.67%) Oozie
1 12 (16.67%) Rundeck
2 4 (5.56%) QRadar
3 3 (4.17%) Fluentd
3 3 (4.17%) MOM
3 3 (4.17%) Nagios
3 3 (4.17%) Nessus
4 1 (1.39%) ArcSight ESM
Vendors
1 27 (37.50%) Oracle
2 14 (19.44%) Tableau
3 12 (16.67%) Informatica
4 6 (8.33%) IBM
4 6 (8.33%) Microsoft
5 5 (6.94%) MicroStrategy
6 4 (5.56%) ArcSight
6 4 (5.56%) Netezza
6 4 (5.56%) Splunk
7 3 (4.17%) Qualys
7 3 (4.17%) ServiceNow
7 3 (4.17%) Talend
8 2 (2.78%) Red Hat
9 1 (1.39%) Cloudera
9 1 (1.39%) Cognos
9 1 (1.39%) MapR
9 1 (1.39%) SAP
9 1 (1.39%) Symantec
9 1 (1.39%) Teradata
Glasgow, Lanarkshire
CGI
Salary: £42000 - £50000 per annum + Benefits
Posted: Yesterday