The table below looks at the statistics for Hadoop skills in IT jobs advertised for the Glasgow region. Included is a guide to the salaries offered in IT jobs that have cited Hadoop over the 3 months to 29 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jul 2016
Same period 2015 Same period 2014
Apache Hadoop
Rank 65 89 110
Rank change year-on-year
+24 +21
Permanent jobs citing Hadoop 42 15 5
As % of all permanent IT jobs located in Glasgow 3.28% 1.26% 0.35%
As % of the Database & Business Intelligence category 8.06% 3.04% 0.93%
Number of salaries quoted 9 10 5
Median salary £46,500 £61,500 £42,500
Median salary % change year-on-year
-24.39% +44.70%
UK excluding London median salary £53,000 £50,000 £50,000
% change year-on-year
+6.00% -
Hadoop
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
521 494 538
As % of all permanent IT jobs located in Glasgow 40.64% 41.55% 38.02%
Number of salaries quoted 204 308 316
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £30,000 £32,500 £32,500
10% offered a salary of more than £60,000 £54,000 £65,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

Hadoop
Jobs Demand Trend in Glasgow

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

Hadoop Jobs Demand Trend in Glasgow

Hadoop
Salary Trend in Glasgow

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

Hadoop Salary Trend in Glasgow

Hadoop
Salary Histogram in Glasgow

This chart provides a salary histogram for IT jobs citing Hadoop across the Glasgow region over the 3 months to 29 July 2016.

Hadoop Salary Histogram in Glasgow

Hadoop
Top 30 Related IT Skills in Glasgow

For the 6 months to 29 July 2016, IT jobs citing Hadoop 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 Hadoop.

1 48 (80.00%) Big Data
2 45 (75.00%) Java
3 38 (63.33%) Python
3 38 (63.33%) Agile Software Development
4 37 (61.67%) Finance
5 29 (48.33%) Apache Spark
6 22 (36.67%) Analytical Skills
7 20 (33.33%) SQL
7 20 (33.33%) Oracle
8 18 (30.00%) Business Intelligence
8 18 (30.00%) Scrum
8 18 (30.00%) SDLC
8 18 (30.00%) Scala
9 17 (28.33%) Market Risk
9 17 (28.33%) Tableau
10 16 (26.67%) Data Management
10 16 (26.67%) Spring
10 16 (26.67%) Linux
10 16 (26.67%) OO
11 15 (25.00%) ETL
12 14 (23.33%) Workflow
12 14 (23.33%) Continuous Integration
13 13 (21.67%) Git (software)
13 13 (21.67%) Open Source
13 13 (21.67%) Jenkins
13 13 (21.67%) Software Engineering
13 13 (21.67%) C++
14 12 (20.00%) HTML
14 12 (20.00%) JBoss
14 12 (20.00%) Informatica

Hadoop
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 29 (48.33%) Apache Spark
2 12 (20.00%) JBoss
3 8 (13.33%) Apache
4 5 (8.33%) Apache Pig
5 4 (6.67%) Apache Solr
5 4 (6.67%) Elasticsearch
5 4 (6.67%) Mule
5 4 (6.67%) SAS
6 2 (3.33%) Alfresco
6 2 (3.33%) GemFire
6 2 (3.33%) Mule ESB
6 2 (3.33%) SugarCRM
6 2 (3.33%) Tomcat
Applications
1 1 (1.67%) MS Excel
Cloud Services
1 2 (3.33%) Amazon AWS
2 1 (1.67%) Microsoft Azure
Communications & Networking
1 3 (5.00%) FTP
1 3 (5.00%) HTTP
1 3 (5.00%) SNMP
1 3 (5.00%) TCP/IP
2 1 (1.67%) DNS
2 1 (1.67%) Firewall
Database & Business Intelligence
1 48 (80.00%) Big Data
2 11 (18.33%) Apache Hive
2 11 (18.33%) Impala
2 11 (18.33%) Spotfire
2 11 (18.33%) Sqoop
3 8 (13.33%) Data Warehouse
4 7 (11.67%) MongoDB
5 6 (10.00%) NoSQL
6 5 (8.33%) Apache Cassandra
6 5 (8.33%) HBase
6 5 (8.33%) IBM InfoSphere
6 5 (8.33%) Relational Database
7 4 (6.67%) DataStage
7 4 (6.67%) PowerCenter
7 4 (6.67%) RDBMS
8 3 (5.00%) Oracle Database
8 3 (5.00%) Parquet
8 3 (5.00%) SQL Server
9 2 (3.33%) IBM BigInsights
9 2 (3.33%) Pentaho
Development Applications
1 13 (21.67%) Git (software)
1 13 (21.67%) Jenkins
2 12 (20.00%) JIRA
3 11 (18.33%) Subversion
4 5 (8.33%) Maven
5 3 (5.00%) JUnit
6 2 (3.33%) Cucumber
6 2 (3.33%) FitNesse
6 2 (3.33%) Selenium
6 2 (3.33%) Talend Open Studio
7 1 (1.67%) Ant
7 1 (1.67%) Gradle
7 1 (1.67%) Visual Studio
General
1 37 (61.67%) Finance
2 9 (15.00%) Banking
3 6 (10.00%) Investment Banking
4 3 (5.00%) Publishing
5 2 (3.33%) Aerospace
Job Titles
1 43 (71.67%) Developer
2 29 (48.33%) Big Data Developer
3 10 (16.67%) Java Developer
4 7 (11.67%) Hadoop Developer
5 6 (10.00%) Consultant
5 6 (10.00%) Python Developer
6 5 (8.33%) Big Data Consultant
6 5 (8.33%) Data Consultant
7 4 (6.67%) Data Integration Consultant
7 4 (6.67%) Data Integration Developer
7 4 (6.67%) ETL Consultant
7 4 (6.67%) ETL Developer
7 4 (6.67%) Informatica Consultant
7 4 (6.67%) Informatica Developer
7 4 (6.67%) Informatica ETL Developer
7 4 (6.67%) Integration Consultant
7 4 (6.67%) Integration Developer
8 3 (5.00%) Java Software Engineer
8 3 (5.00%) Security Engineer
8 3 (5.00%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 16 (26.67%) Spring
2 12 (20.00%) HTML
3 11 (18.33%) D3.js
3 11 (18.33%) HTML5
4 8 (13.33%) Hibernate
4 8 (13.33%) Web Services
5 5 (8.33%) Apache Flex
5 5 (8.33%) Ext JS
5 5 (8.33%) J2EE
6 4 (6.67%) FpML
7 3 (5.00%) CGI
7 3 (5.00%) GWT
7 3 (5.00%) Kafka
7 3 (5.00%) OpenMP
7 3 (5.00%) REST
7 3 (5.00%) Silverlight
7 3 (5.00%) SOAP
7 3 (5.00%) XML
8 2 (3.33%) Drools
8 2 (3.33%) jBPM
Miscellaneous
1 22 (36.67%) Analytical Skills
2 17 (28.33%) Market Risk
3 11 (18.33%) Visualisation
4 8 (13.33%) Computer Science
4 8 (13.33%) Data Integration
4 8 (13.33%) Mathematics
5 4 (6.67%) Enterprise Software
6 3 (5.00%) Management Information System
6 3 (5.00%) RIA
6 3 (5.00%) Statistics
7 1 (1.67%) User Experience
Operating Systems
1 16 (26.67%) Linux
2 9 (15.00%) Unix
3 8 (13.33%) Ubuntu
4 1 (1.67%) Windows
Processes & Methodologies
1 38 (63.33%) Agile Software Development
2 18 (30.00%) Business Intelligence
2 18 (30.00%) Scrum
2 18 (30.00%) SDLC
3 16 (26.67%) Data Management
3 16 (26.67%) OO
4 15 (25.00%) ETL
5 14 (23.33%) Continuous Integration
5 14 (23.33%) Workflow
6 13 (21.67%) Open Source
6 13 (21.67%) Software Engineering
7 12 (20.00%) Analytics
7 12 (20.00%) Data Analysis
8 11 (18.33%) Data Visualisation
8 11 (18.33%) Regression Testing
8 11 (18.33%) Trend Analysis
9 6 (10.00%) TDD
10 5 (8.33%) Data Analytics
10 5 (8.33%) Master Data Management
10 5 (8.33%) OOP
Programming Languages
1 45 (75.00%) Java
2 38 (63.33%) Python
3 20 (33.33%) SQL
4 18 (30.00%) Scala
5 13 (21.67%) C++
6 6 (10.00%) Perl
7 5 (8.33%) R
8 4 (6.67%) JavaScript
8 4 (6.67%) PL/SQL
9 3 (5.00%) C
9 3 (5.00%) C#
9 3 (5.00%) PowerShell
9 3 (5.00%) Ruby
9 3 (5.00%) VBScript
10 2 (3.33%) PHP
10 2 (3.33%) Shell Script
10 2 (3.33%) T-SQL
10 2 (3.33%) XQuery
Qualifications
1 10 (16.67%) Degree
2 1 (1.67%) CISSP
2 1 (1.67%) SANS
Quality Assurance & Compliance
1 1 (1.67%) Data Quality
1 1 (1.67%) QA
System Software
1 5 (8.33%) Apache Flume
Systems Management
1 11 (18.33%) Oozie
1 11 (18.33%) Rundeck
2 4 (6.67%) QRadar
3 3 (5.00%) Fluentd
3 3 (5.00%) MOM
3 3 (5.00%) Nagios
3 3 (5.00%) Nessus
4 1 (1.67%) ArcSight ESM
Vendors
1 20 (33.33%) Oracle
2 17 (28.33%) Tableau
3 12 (20.00%) Informatica
4 6 (10.00%) Splunk
5 5 (8.33%) IBM
5 5 (8.33%) Microsoft
6 4 (6.67%) ArcSight
6 4 (6.67%) MicroStrategy
6 4 (6.67%) Netezza
7 3 (5.00%) Qualys
7 3 (5.00%) ServiceNow
8 2 (3.33%) Greenplum
8 2 (3.33%) Talend
9 1 (1.67%) Cloudera
9 1 (1.67%) MapR
9 1 (1.67%) Red Hat
9 1 (1.67%) Symantec
9 1 (1.67%) Teradata
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