The following table provides summary statistics for permanent job vacancies advertised in Glasgow with a requirement for Hadoop skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hadoop over the 3 months to 22 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
22 Mar 2017
Same period 2016 Same period 2015
Apache Hadoop
Scotland / Glasgow
Rank 76 98 82
Rank change year-on-year +22 -16  
Permanent jobs citing Hadoop 11 10 16
As % of all permanent IT jobs advertised in Glasgow 1.21% 0.77% 1.43%
As % of the Database & Business Intelligence category 2.54% 2.11% 3.89%
Number of salaries quoted 10 6 11
Median salary £40,000 £43,750 £40,000
Median salary % change year-on-year -8.57% +9.37%  
UK excluding London median salary £55,000 £50,000 £50,000
% change year-on-year +10.00% -  

Hadoop is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Glasgow with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
Glasgow
Permanent job vacancies with a requirement for database and business intelligence skills 433 474 411
As % of all permanent IT job vacancies advertised in Glasgow 47.58% 36.60% 36.66%
Number of salaries quoted 243 276 251
Median salary £42,500 £47,500 £41,500
Median salary % change year-on-year -10.52% +14.45%  
90% offered a salary of more than £29,700 £32,500 £32,500
10% offered a salary of more than £60,000 £55,000 £55,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year - +6.25%  

Hadoop
Job Vacancy Trend in Glasgow

The job posting trend of jobs advertised in Glasgow citing Hadoop as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Hadoop in Glasgow

Hadoop
Salary Trend in Glasgow

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

Salary trend for Hadoop in Glasgow

Hadoop
Salary Histogram in Glasgow

The salary distribution of IT jobs citing Hadoop in Glasgow over the 3 months to 22 March 2017.

Salary histogram for Hadoop in Glasgow

Hadoop
Top 30 Related IT Skills in Glasgow

For the 6 months to 22 March 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 (84.00%) Java
2 15 (60.00%) Software Engineering
3 14 (56.00%) Big Data
4 13 (52.00%) Open Source
4 13 (52.00%) MongoDB
5 11 (44.00%) Neo4j
5 11 (44.00%) Analytics
5 11 (44.00%) Security Cleared
6 10 (40.00%) Agile Software Development
6 10 (40.00%) SDLC
6 10 (40.00%) Open Source Development
7 9 (36.00%) Finance
8 8 (32.00%) Continuous Integration
8 8 (32.00%) Python
8 8 (32.00%) Linux
8 8 (32.00%) Apache Hive
8 8 (32.00%) Apache Pig
9 7 (28.00%) Microsoft Azure
9 7 (28.00%) REST
9 7 (28.00%) Apache Spark
10 6 (24.00%) Elastic Stack
10 6 (24.00%) Microservices
10 6 (24.00%) Data Analytics
10 6 (24.00%) Unix
10 6 (24.00%) Windows
10 6 (24.00%) Degree
11 5 (20.00%) Amazon EC2
11 5 (20.00%) Amazon S3
11 5 (20.00%) Ruby
11 5 (20.00%) Perl

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 (32.00%) Apache Pig
2 7 (28.00%) Apache Spark
3 3 (12.00%) JBoss
4 2 (8.00%) Apache
5 1 (4.00%) GemFire
Cloud Services
1 7 (28.00%) Microsoft Azure
2 5 (20.00%) Amazon AWS
2 5 (20.00%) Amazon CloudWatch
2 5 (20.00%) Amazon EC2
2 5 (20.00%) Amazon S3
2 5 (20.00%) IaaS
2 5 (20.00%) PaaS
Communications & Networking
1 2 (8.00%) Internet
Database & Business Intelligence
1 14 (56.00%) Big Data
2 13 (52.00%) MongoDB
3 11 (44.00%) Neo4j
4 8 (32.00%) Apache Hive
5 5 (20.00%) Flink
6 3 (12.00%) HBase
6 3 (12.00%) Pentaho
6 3 (12.00%) PostgreSQL
6 3 (12.00%) SQL Server
6 3 (12.00%) Sqoop
7 1 (4.00%) Apache Cassandra
7 1 (4.00%) NoSQL
Development Applications
1 5 (20.00%) Jenkins
2 3 (12.00%) Talend Open Studio
General
1 9 (36.00%) Finance
2 3 (12.00%) Spanish Language
3 2 (8.00%) Publishing
Job Titles
1 14 (56.00%) Developer
1 14 (56.00%) Java Developer
2 10 (40.00%) Java Engineer
2 10 (40.00%) Java Software Engineer
2 10 (40.00%) Software Engineer
3 8 (32.00%) Developer/Software Engineer
3 8 (32.00%) Java Software Developer
3 8 (32.00%) Software Developer
4 3 (12.00%) Business Intelligence Lead
5 2 (8.00%) JavaScript Engineer
5 2 (8.00%) Lead Developer
5 2 (8.00%) Lead Java Developer
6 1 (4.00%) Architect
6 1 (4.00%) Data Architect
6 1 (4.00%) Data Modeller
6 1 (4.00%) Information Architect
Libraries, Frameworks & Software Standards
1 7 (28.00%) REST
2 6 (24.00%) Elastic Stack
3 5 (20.00%) Kafka
3 5 (20.00%) NumPy
3 5 (20.00%) SciPy
4 4 (16.00%) Drools
4 4 (16.00%) Spring
5 3 (12.00%) ActiveMQ
5 3 (12.00%) Apache Camel
5 3 (12.00%) Java EE
5 3 (12.00%) jBPM
6 2 (8.00%) AngularJS
6 2 (8.00%) Node.js
6 2 (8.00%) SOAP
6 2 (8.00%) Web Services
7 1 (4.00%) CSS
7 1 (4.00%) HTML
7 1 (4.00%) Middleware
7 1 (4.00%) XML
7 1 (4.00%) XSLT
Miscellaneous
1 5 (20.00%) Hybrid Cloud
2 4 (16.00%) Public Cloud
3 2 (8.00%) Algorithms
4 1 (4.00%) N-Tier
4 1 (4.00%) Taxonomies
Operating Systems
1 8 (32.00%) Linux
2 6 (24.00%) Unix
2 6 (24.00%) Windows
3 2 (8.00%) Ubuntu
4 1 (4.00%) Android
4 1 (4.00%) Apple iOS
Processes & Methodologies
1 15 (60.00%) Software Engineering
2 13 (52.00%) Open Source
3 11 (44.00%) Analytics
4 10 (40.00%) Agile Software Development
4 10 (40.00%) Open Source Development
4 10 (40.00%) SDLC
5 8 (32.00%) Continuous Integration
6 6 (24.00%) Data Analytics
6 6 (24.00%) Microservices
7 5 (20.00%) Configuration Management
7 5 (20.00%) Software Distribution
8 4 (16.00%) Data Modelling
8 4 (16.00%) Service Delivery
9 3 (12.00%) Business Analysis
9 3 (12.00%) Business Intelligence
9 3 (12.00%) Data Flow Diagram
9 3 (12.00%) ETL
9 3 (12.00%) MapReduce
9 3 (12.00%) SOA
10 2 (8.00%) Creative Problem-Solving
Programming Languages
1 21 (84.00%) Java
2 8 (32.00%) Python
3 5 (20.00%) Perl
3 5 (20.00%) Ruby
4 3 (12.00%) JavaScript
4 3 (12.00%) SQL
Qualifications
1 11 (44.00%) Security Cleared
2 6 (24.00%) Degree
3 3 (12.00%) SC Cleared
System Software
1 5 (20.00%) Apache Flume
1 5 (20.00%) Docker
2 3 (12.00%) HDFS
Systems Management
1 5 (20.00%) Docker Swarm
1 5 (20.00%) Kubernetes
1 5 (20.00%) Mesos
2 3 (12.00%) Oozie
Vendors
1 5 (20.00%) Splunk
2 3 (12.00%) MicroStrategy
2 3 (12.00%) Talend
3 1 (4.00%) Oracle
3 1 (4.00%) Sybase
3 1 (4.00%) Terracotta