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

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Big Data
Rank 51 80 79
Rank change year-on-year
+29 -1
Permanent jobs citing Big Data 37 27 22
As % of all permanent IT jobs located in Glasgow 3.78% 2.07% 2.13%
As % of the Database & Business Intelligence category 9.59% 5.43% 4.75%
Number of salaries quoted 11 13 16
Median salary £37,500 £45,000 £56,250
Median salary % change year-on-year
-16.66% -20.00%
90% offered a salary of more than £33,500 £38,000 £37,500
10% offered a salary of more than £55,000 £55,000 £70,000
UK excluding London median salary £54,000 £50,000 £47,500
% change year-on-year
+8.00% +5.26%
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
386 497 463
As % of all permanent IT jobs located in Glasgow 39.43% 38.17% 44.73%
Number of salaries quoted 224 292 300
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £34,000 £32,500 £29,250
10% offered a salary of more than £58,000 £65,000 £52,500
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +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 7 December 2016.

Big Data Salary Histogram in Glasgow

Big Data
Top 30 Related IT Skills in Glasgow

For the 6 months to 7 December 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 39 (55.71%) Java
2 37 (52.86%) Agile Software Development
3 35 (50.00%) Hadoop
4 32 (45.71%) Finance
5 25 (35.71%) Analytics
6 23 (32.86%) Python
7 22 (31.43%) SQL
8 18 (25.71%) Linux
8 18 (25.71%) Business Intelligence
9 17 (24.29%) SDLC
10 16 (22.86%) Analytical Skills
10 16 (22.86%) Apache Spark
10 16 (22.86%) Oracle
10 16 (22.86%) HTML
10 16 (22.86%) Spring
11 15 (21.43%) Data Management
11 15 (21.43%) JBoss
12 14 (20.00%) Jenkins
12 14 (20.00%) Data Analytics
12 14 (20.00%) Visualisation
12 14 (20.00%) Continuous Integration
12 14 (20.00%) Apache Hive
13 13 (18.57%) Tableau
13 13 (18.57%) Open Source
13 13 (18.57%) Scrum
14 12 (17.14%) Sqoop
14 12 (17.14%) Oozie
15 11 (15.71%) Apache Pig
15 11 (15.71%) Microsoft Azure
15 11 (15.71%) Git (software)

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 16 (22.86%) Apache Spark
2 15 (21.43%) JBoss
3 11 (15.71%) Apache Pig
4 3 (4.29%) Alfresco
4 3 (4.29%) Mule
4 3 (4.29%) SugarCRM
5 2 (2.86%) SAS
5 2 (2.86%) Tomcat
6 1 (1.43%) Apache
6 1 (1.43%) Apache Solr
6 1 (1.43%) Elasticsearch
Applications
1 1 (1.43%) Weka
Cloud Services
1 11 (15.71%) Microsoft Azure
2 7 (10.00%) Amazon AWS
3 4 (5.71%) Amazon CloudWatch
3 4 (5.71%) Amazon EC2
3 4 (5.71%) Amazon S3
3 4 (5.71%) IaaS
3 4 (5.71%) PaaS
4 2 (2.86%) Cloud Computing
4 2 (2.86%) SaaS
Communications & Networking
1 5 (7.14%) Internet
Database & Business Intelligence
1 35 (50.00%) Hadoop
2 14 (20.00%) Apache Hive
3 12 (17.14%) Sqoop
4 11 (15.71%) Data Warehouse
5 9 (12.86%) Impala
5 9 (12.86%) NoSQL
5 9 (12.86%) Spotfire
6 8 (11.43%) SQL Server
7 7 (10.00%) HBase
7 7 (10.00%) MongoDB
8 5 (7.14%) Apache Cassandra
9 4 (5.71%) Flink
9 4 (5.71%) Pentaho
9 4 (5.71%) Relational Database
10 3 (4.29%) Azure SQL Database
10 3 (4.29%) Oracle Database
10 3 (4.29%) RDBMS
11 2 (2.86%) BusinessObjects
11 2 (2.86%) Data Lake
11 2 (2.86%) PostgreSQL
Development Applications
1 14 (20.00%) Jenkins
2 11 (15.71%) Git (software)
3 10 (14.29%) Subversion
4 9 (12.86%) JIRA
5 4 (5.71%) Talend Open Studio
6 3 (4.29%) Team Foundation Server
7 2 (2.86%) Maven
7 2 (2.86%) Visual Studio
8 1 (1.43%) Ant
8 1 (1.43%) Artifactory
8 1 (1.43%) Gradle
8 1 (1.43%) Hudson
8 1 (1.43%) JUnit
8 1 (1.43%) PVCS
8 1 (1.43%) SonarQube
General
1 32 (45.71%) Finance
2 4 (5.71%) Banking
3 3 (4.29%) Aerospace
3 3 (4.29%) Spanish Language
Job Titles
1 49 (70.00%) Developer
2 21 (30.00%) Big Data Developer
2 21 (30.00%) Java Developer
3 6 (8.57%) Architect
4 5 (7.14%) .NET Developer
4 5 (7.14%) ASP.NET Developer
5 4 (5.71%) Designer
5 4 (5.71%) Lead Developer
5 4 (5.71%) Lead Java Developer
5 4 (5.71%) Senior Developer
5 4 (5.71%) Solutions Architect
6 3 (4.29%) Business Intelligence Lead
6 3 (4.29%) Consultant
7 2 (2.86%) Analyst
7 2 (2.86%) Big Data Analyst
7 2 (2.86%) Business Intelligence Consultant
7 2 (2.86%) Business Intelligence Developer
7 2 (2.86%) Database Developer
7 2 (2.86%) Java Software Developer
7 2 (2.86%) Software Developer
Libraries, Frameworks & Software Standards
1 16 (22.86%) HTML
1 16 (22.86%) Spring
2 9 (12.86%) .NET
2 9 (12.86%) D3.js
2 9 (12.86%) Hibernate
2 9 (12.86%) HTML5
3 7 (10.00%) CSS
4 6 (8.57%) ASP.NET
5 5 (7.14%) ELK Stack
5 5 (7.14%) jQuery
5 5 (7.14%) Kafka
5 5 (7.14%) Web Services
6 4 (5.71%) Middleware
6 4 (5.71%) NumPy
6 4 (5.71%) REST
6 4 (5.71%) SciPy
7 3 (4.29%) ASP.NET Web Forms
8 2 (2.86%) AngularJS
8 2 (2.86%) Node.js
8 2 (2.86%) Twitter Bootstrap
Miscellaneous
1 16 (22.86%) Analytical Skills
2 14 (20.00%) Visualisation
3 9 (12.86%) Data Integration
3 9 (12.86%) Market Risk
4 8 (11.43%) Chemistry
5 5 (7.14%) Internet of Things
6 4 (5.71%) Hybrid Cloud
6 4 (5.71%) Public Cloud
7 2 (2.86%) Blockchain
7 2 (2.86%) Computer Science
7 2 (2.86%) Data Structures
7 2 (2.86%) Management Information System
7 2 (2.86%) Ontologies
7 2 (2.86%) User Experience
8 1 (1.43%) Derivative
8 1 (1.43%) Enterprise Software
8 1 (1.43%) Equities
8 1 (1.43%) Social Media
Operating Systems
1 18 (25.71%) Linux
2 9 (12.86%) Unix
3 8 (11.43%) Ubuntu
4 5 (7.14%) Windows
Processes & Methodologies
1 37 (52.86%) Agile Software Development
2 25 (35.71%) Analytics
3 18 (25.71%) Business Intelligence
4 17 (24.29%) SDLC
5 15 (21.43%) Data Management
6 14 (20.00%) Continuous Integration
6 14 (20.00%) Data Analytics
7 13 (18.57%) Open Source
7 13 (18.57%) Scrum
8 10 (14.29%) Data Analysis
8 10 (14.29%) Data Visualisation
8 10 (14.29%) ETL
8 10 (14.29%) Workflow
9 9 (12.86%) OO
9 9 (12.86%) Regression Testing
9 9 (12.86%) Trend Analysis
10 8 (11.43%) Business Analysis
11 7 (10.00%) MapReduce
12 6 (8.57%) Software Engineering
12 6 (8.57%) Stakeholder Management
Programming Languages
1 39 (55.71%) Java
2 23 (32.86%) Python
3 22 (31.43%) SQL
4 10 (14.29%) JavaScript
4 10 (14.29%) Perl
5 9 (12.86%) Scala
6 7 (10.00%) C#
7 6 (8.57%) PL/SQL
8 5 (7.14%) Ruby
9 4 (5.71%) PHP
9 4 (5.71%) R
10 3 (4.29%) Bash Shell
10 3 (4.29%) VB.NET
11 2 (2.86%) PowerShell
12 1 (1.43%) C++
12 1 (1.43%) T-SQL
Qualifications
1 6 (8.57%) Degree
2 1 (1.43%) SC Cleared
2 1 (1.43%) Security Cleared
Quality Assurance & Compliance
1 3 (4.29%) Data Quality
System Software
1 8 (11.43%) Apache Flume
2 4 (5.71%) Docker
3 3 (4.29%) HDFS
Systems Management
1 12 (17.14%) Oozie
2 9 (12.86%) Rundeck
3 4 (5.71%) Kubernetes
3 4 (5.71%) Mesos
4 2 (2.86%) MOM
Vendors
1 16 (22.86%) Oracle
2 13 (18.57%) Tableau
3 5 (7.14%) Cognizant
3 5 (7.14%) Microsoft
3 5 (7.14%) MicroStrategy
4 4 (5.71%) Splunk
4 4 (5.71%) Talend
5 2 (2.86%) Informatica
5 2 (2.86%) Netezza
5 2 (2.86%) Salesforce.com
5 2 (2.86%) Teradata
6 1 (1.43%) RapidMiner
6 1 (1.43%) Red Hat
Glasgow, Lanarkshire
Cornucopia IT Resourcing Ltd
Salary: Benefits
Posted: 12 hours ago
Glasgow, Lanarkshire
CGI
Salary: £35000 - £41000 per annum + benefits
Posted: 19 days ago