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

3 months to
21 Feb 2017
Same period 2016 Same period 2015
Apache Hadoop
Scotland / Glasgow
Rank 75 105 85
Rank change year-on-year
+30 -20
Permanent jobs citing Hadoop 10 3 12
As % of all permanent IT jobs located in Glasgow 1.09% 0.22% 1.05%
As % of the Database & Business Intelligence category 2.54% 0.60% 2.70%
Number of salaries quoted 7 3 7
Median salary £40,000 £40,000 £40,000
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
394 499 444
As % of all permanent IT jobs located in Glasgow 43.11% 36.83% 38.78%
Number of salaries quoted 236 272 292
Median salary £42,500 £47,500 £40,000
Median salary % change year-on-year
-10.52% +18.75%
90% offered a salary of more than £29,000 £32,500 £32,500
10% offered a salary of more than £58,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 February 2017.

Hadoop Salary Histogram in Glasgow

Hadoop
Top 30 Related IT Skills in Glasgow

For the 6 months to 21 February 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 21 (75.00%) Java
2 16 (57.14%) Big Data
3 13 (46.43%) Finance
4 12 (42.86%) Agile Software Development
4 12 (42.86%) MongoDB
5 11 (39.29%) Analytics
5 11 (39.29%) Software Engineering
5 11 (39.29%) Unix
5 11 (39.29%) Windows
6 10 (35.71%) Open Source
7 9 (32.14%) Degree
7 9 (32.14%) Apache Hive
7 9 (32.14%) Linux
7 9 (32.14%) Python
8 8 (28.57%) Apache Pig
8 8 (28.57%) Continuous Integration
8 8 (28.57%) Apache Spark
9 7 (25.00%) SDLC
9 7 (25.00%) Security Cleared
9 7 (25.00%) Drools
9 7 (25.00%) Microsoft Azure
9 7 (25.00%) NoSQL
9 7 (25.00%) REST
9 7 (25.00%) Neo4j
9 7 (25.00%) Data Modelling
9 7 (25.00%) SQL
9 7 (25.00%) Spring
10 6 (21.43%) Perl
10 6 (21.43%) Kafka
10 6 (21.43%) 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 8 (28.57%) Apache Pig
1 8 (28.57%) Apache Spark
2 4 (14.29%) GemFire
2 4 (14.29%) JBoss
3 3 (10.71%) Apache
4 1 (3.57%) Alfresco
4 1 (3.57%) Mule
4 1 (3.57%) SugarCRM
4 1 (3.57%) WebSphere
Cloud Services
1 7 (25.00%) Microsoft Azure
2 5 (17.86%) Amazon AWS
2 5 (17.86%) Amazon CloudWatch
2 5 (17.86%) Amazon EC2
2 5 (17.86%) Amazon S3
2 5 (17.86%) IaaS
2 5 (17.86%) PaaS
Communications & Networking
1 2 (7.14%) Internet
Database & Business Intelligence
1 16 (57.14%) Big Data
2 12 (42.86%) MongoDB
3 9 (32.14%) Apache Hive
4 7 (25.00%) Neo4j
4 7 (25.00%) NoSQL
5 6 (21.43%) Apache Cassandra
6 5 (17.86%) Flink
7 4 (14.29%) Pentaho
8 3 (10.71%) HBase
8 3 (10.71%) PostgreSQL
8 3 (10.71%) SQL Server
8 3 (10.71%) Sqoop
9 1 (3.57%) MySQL
9 1 (3.57%) RDBMS
9 1 (3.57%) Relational Database
Development Applications
1 5 (17.86%) Jenkins
2 4 (14.29%) Talend Open Studio
3 2 (7.14%) Ant
4 1 (3.57%) JUnit
4 1 (3.57%) Maven
General
1 13 (46.43%) Finance
2 3 (10.71%) Spanish Language
3 2 (7.14%) Publishing
4 1 (3.57%) Aerospace
4 1 (3.57%) Banking
4 1 (3.57%) Marketing
Job Titles
1 13 (46.43%) Developer
1 13 (46.43%) Java Developer
2 6 (21.43%) Java Engineer
2 6 (21.43%) Java Software Engineer
2 6 (21.43%) Software Engineer
3 5 (17.86%) Java Software Developer
3 5 (17.86%) Software Developer
4 4 (14.29%) Architect
4 4 (14.29%) Data Architect
4 4 (14.29%) Data Modeller
4 4 (14.29%) Developer/Software Engineer
4 4 (14.29%) Information Architect
5 3 (10.71%) Business Intelligence Lead
6 2 (7.14%) JavaScript Engineer
6 2 (7.14%) Lead Developer
6 2 (7.14%) Lead Java Developer
6 2 (7.14%) Senior Developer
6 2 (7.14%) Senior Java Developer
7 1 (3.57%) Agile Java Developer
7 1 (3.57%) Senior Software Developer
Libraries, Frameworks & Software Standards
1 7 (25.00%) Drools
1 7 (25.00%) REST
1 7 (25.00%) Spring
2 6 (21.43%) Elastic Stack
2 6 (21.43%) Kafka
3 5 (17.86%) NumPy
3 5 (17.86%) SciPy
4 4 (14.29%) Ehcache
5 3 (10.71%) ActiveMQ
5 3 (10.71%) AngularJS
5 3 (10.71%) Apache Camel
5 3 (10.71%) Hibernate
5 3 (10.71%) Java EE
5 3 (10.71%) jBPM
6 2 (7.14%) Middleware
6 2 (7.14%) Node.js
6 2 (7.14%) SOAP
6 2 (7.14%) Web Services
7 1 (3.57%) XML
7 1 (3.57%) XSLT
Miscellaneous
1 5 (17.86%) Hybrid Cloud
2 4 (14.29%) N-Tier
2 4 (14.29%) Public Cloud
2 4 (14.29%) Taxonomies
3 2 (7.14%) Algorithms
Operating Systems
1 11 (39.29%) Unix
1 11 (39.29%) Windows
2 9 (32.14%) Linux
3 2 (7.14%) Ubuntu
4 1 (3.57%) Android
4 1 (3.57%) Apple iOS
4 1 (3.57%) Red Hat Enterprise Linux
Processes & Methodologies
1 12 (42.86%) Agile Software Development
2 11 (39.29%) Analytics
2 11 (39.29%) Software Engineering
3 10 (35.71%) Open Source
4 8 (28.57%) Continuous Integration
5 7 (25.00%) Data Modelling
5 7 (25.00%) SDLC
6 6 (21.43%) Data Analytics
6 6 (21.43%) Microservices
6 6 (21.43%) Open Source Development
7 5 (17.86%) Configuration Management
7 5 (17.86%) MapReduce
7 5 (17.86%) Software Distribution
8 4 (14.29%) Logical Data Model
8 4 (14.29%) Mathematics
8 4 (14.29%) Process Management
8 4 (14.29%) Service Delivery
8 4 (14.29%) Technical Architecture
8 4 (14.29%) UML
9 3 (10.71%) SOA
Programming Languages
1 21 (75.00%) Java
2 9 (32.14%) Python
3 7 (25.00%) SQL
4 6 (21.43%) Perl
5 5 (17.86%) Ruby
6 4 (14.29%) JavaScript
7 1 (3.57%) C++
7 1 (3.57%) PHP
Qualifications
1 9 (32.14%) Degree
2 7 (25.00%) Security Cleared
3 3 (10.71%) SC Cleared
System Software
1 5 (17.86%) Apache Flume
1 5 (17.86%) Docker
2 3 (10.71%) HDFS
Systems Management
1 5 (17.86%) Docker Swarm
1 5 (17.86%) Kubernetes
1 5 (17.86%) Mesos
2 3 (10.71%) Oozie
Vendors
1 5 (17.86%) Oracle
1 5 (17.86%) Splunk
2 4 (14.29%) Sybase
2 4 (14.29%) Talend
2 4 (14.29%) Terracotta
3 3 (10.71%) MicroStrategy
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