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 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Apache Hadoop
Scotland / Glasgow
Rank 74 91 87
Rank change year-on-year
+17 -4
Permanent jobs citing Hadoop 9 14 9
As % of all permanent IT jobs located in Glasgow 1.00% 1.04% 0.86%
As % of the Database & Business Intelligence category 2.47% 2.77% 2.00%
Number of salaries quoted 4 6 7
Median salary £53,750 £46,250 £40,000
Median salary % change year-on-year
+16.21% +15.62%
90% offered a salary of more than £42,250 £40,000 £37,500
10% offered a salary of more than £60,000 £51,250 £50,600
UK excluding London median salary £55,000 £52,500 £50,000
% change year-on-year
+4.76% +5.00%

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
365 506 450
As % of all permanent IT jobs located in Glasgow 40.69% 37.76% 42.90%
Number of salaries quoted 209 270 300
Median salary £45,000 £47,500 £40,000
Median salary % change year-on-year
-5.26% +18.75%
90% offered a salary of more than £33,500 £32,500 £30,000
10% offered a salary of more than £60,000 £57,500 £55,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

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 21 January 2017.

Hadoop Salary Histogram in Glasgow

Hadoop
Top 30 Related IT Skills in Glasgow

For the 6 months to 21 January 2017, 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 22 (73.33%) Java
2 20 (66.67%) Big Data
3 16 (53.33%) Finance
4 15 (50.00%) Agile Software Development
5 12 (40.00%) Python
5 12 (40.00%) MongoDB
6 11 (36.67%) Unix
6 11 (36.67%) Windows
7 10 (33.33%) SQL
7 10 (33.33%) NoSQL
7 10 (33.33%) Spring
7 10 (33.33%) Apache Hive
7 10 (33.33%) Analytics
8 9 (30.00%) Apache Spark
8 9 (30.00%) Degree
8 9 (30.00%) Continuous Integration
8 9 (30.00%) Open Source
9 8 (26.67%) Apache Cassandra
9 8 (26.67%) MapReduce
9 8 (26.67%) Linux
10 7 (23.33%) Data Modelling
10 7 (23.33%) Perl
10 7 (23.33%) Oracle
10 7 (23.33%) Drools
10 7 (23.33%) Microsoft Azure
10 7 (23.33%) Software Engineering
10 7 (23.33%) Apache Pig
11 6 (20.00%) Jenkins
11 6 (20.00%) Talend
11 6 (20.00%) Data Analytics

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 9 (30.00%) Apache Spark
2 7 (23.33%) Apache Pig
3 6 (20.00%) JBoss
4 4 (13.33%) GemFire
5 3 (10.00%) Alfresco
5 3 (10.00%) Apache
5 3 (10.00%) Mule
5 3 (10.00%) SugarCRM
6 2 (6.67%) WebSphere
Cloud Services
1 7 (23.33%) Microsoft Azure
2 4 (13.33%) Amazon AWS
2 4 (13.33%) Amazon CloudWatch
2 4 (13.33%) Amazon EC2
2 4 (13.33%) Amazon S3
2 4 (13.33%) IaaS
2 4 (13.33%) PaaS
Communications & Networking
1 2 (6.67%) Internet
Database & Business Intelligence
1 20 (66.67%) Big Data
2 12 (40.00%) MongoDB
3 10 (33.33%) Apache Hive
3 10 (33.33%) NoSQL
4 8 (26.67%) Apache Cassandra
5 6 (20.00%) Pentaho
6 5 (16.67%) Sqoop
7 4 (13.33%) Flink
7 4 (13.33%) Neo4j
8 3 (10.00%) HBase
8 3 (10.00%) PostgreSQL
8 3 (10.00%) SQL Server
9 2 (6.67%) Impala
9 2 (6.67%) Spotfire
10 1 (3.33%) Data Lake
10 1 (3.33%) MySQL
10 1 (3.33%) RDBMS
10 1 (3.33%) Relational Database
Development Applications
1 6 (20.00%) Jenkins
1 6 (20.00%) Talend Open Studio
2 3 (10.00%) Ant
2 3 (10.00%) Git (software)
3 2 (6.67%) JIRA
3 2 (6.67%) Subversion
4 1 (3.33%) JUnit
4 1 (3.33%) Maven
4 1 (3.33%) Visual Studio
General
1 16 (53.33%) Finance
2 3 (10.00%) Aerospace
2 3 (10.00%) Spanish Language
3 2 (6.67%) Banking
3 2 (6.67%) Marketing
3 2 (6.67%) Publishing
Job Titles
1 16 (53.33%) Developer
2 13 (43.33%) Java Developer
3 4 (13.33%) Architect
3 4 (13.33%) Data Architect
3 4 (13.33%) Data Modeller
3 4 (13.33%) Information Architect
4 3 (10.00%) Business Intelligence Lead
4 3 (10.00%) Java Engineer
4 3 (10.00%) Java Software Engineer
4 3 (10.00%) Senior Developer
4 3 (10.00%) Senior Java Developer
4 3 (10.00%) Software Engineer
5 2 (6.67%) Big Data Developer
5 2 (6.67%) Java Software Developer
5 2 (6.67%) JavaScript Engineer
5 2 (6.67%) Lead Developer
5 2 (6.67%) Lead Java Developer
5 2 (6.67%) Software Developer
6 1 (3.33%) .NET Developer
6 1 (3.33%) Junior
Libraries, Frameworks & Software Standards
1 10 (33.33%) Spring
2 7 (23.33%) Drools
3 6 (20.00%) Hibernate
3 6 (20.00%) REST
4 5 (16.67%) ELK Stack
4 5 (16.67%) Kafka
5 4 (13.33%) AngularJS
5 4 (13.33%) Ehcache
5 4 (13.33%) HTML
5 4 (13.33%) Middleware
5 4 (13.33%) NumPy
5 4 (13.33%) SciPy
6 3 (10.00%) ActiveMQ
6 3 (10.00%) Apache Camel
6 3 (10.00%) Java EE
6 3 (10.00%) jBPM
6 3 (10.00%) Web Services
7 2 (6.67%) CSS
7 2 (6.67%) D3.js
7 2 (6.67%) SOAP
Miscellaneous
1 4 (13.33%) Hybrid Cloud
1 4 (13.33%) Mathematics
1 4 (13.33%) N-Tier
1 4 (13.33%) Public Cloud
1 4 (13.33%) Taxonomies
2 3 (10.00%) Data Integration
3 2 (6.67%) Algorithms
3 2 (6.67%) Analytical Skills
3 2 (6.67%) Market Risk
3 2 (6.67%) Visualisation
4 1 (3.33%) User Experience
Operating Systems
1 11 (36.67%) Unix
1 11 (36.67%) Windows
2 8 (26.67%) Linux
3 2 (6.67%) Ubuntu
4 1 (3.33%) Android
4 1 (3.33%) Apple iOS
4 1 (3.33%) Red Hat Enterprise Linux
Processes & Methodologies
1 15 (50.00%) Agile Software Development
2 10 (33.33%) Analytics
3 9 (30.00%) Continuous Integration
3 9 (30.00%) Open Source
4 8 (26.67%) MapReduce
5 7 (23.33%) Data Modelling
5 7 (23.33%) Software Engineering
6 6 (20.00%) Data Analytics
6 6 (20.00%) SDLC
7 5 (16.67%) Business Intelligence
7 5 (16.67%) Microservices
8 4 (13.33%) Configuration Management
8 4 (13.33%) Logical Data Model
8 4 (13.33%) OO
8 4 (13.33%) Process Management
8 4 (13.33%) Service Delivery
8 4 (13.33%) Software Distribution
8 4 (13.33%) Technical Architecture
8 4 (13.33%) UML
9 3 (10.00%) DevOps
Programming Languages
1 22 (73.33%) Java
2 12 (40.00%) Python
3 10 (33.33%) SQL
4 7 (23.33%) Perl
5 6 (20.00%) JavaScript
6 4 (13.33%) Ruby
7 3 (10.00%) PHP
8 2 (6.67%) Scala
9 1 (3.33%) C++
Qualifications
1 9 (30.00%) Degree
2 4 (13.33%) Security Cleared
3 3 (10.00%) SC Cleared
System Software
1 5 (16.67%) Docker
2 4 (13.33%) Apache Flume
3 3 (10.00%) HDFS
Systems Management
1 5 (16.67%) Oozie
2 4 (13.33%) Kubernetes
2 4 (13.33%) Mesos
3 2 (6.67%) Rundeck
4 1 (3.33%) Puppet
Vendors
1 7 (23.33%) Oracle
2 6 (20.00%) Talend
3 4 (13.33%) Splunk
3 4 (13.33%) Sybase
3 4 (13.33%) Terracotta
4 3 (10.00%) MicroStrategy
5 2 (6.67%) Tableau
6 1 (3.33%) Microsoft