Period
to 21 November 2017

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 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hadoop
Scotland > Glasgow
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 88 83 114
Rank change year-on-year -5 +31 +32
Permanent jobs citing Hadoop 61 54 45
As % of all permanent IT jobs advertised in Glasgow 2.63% 2.50% 1.75%
As % of the Database & Business Intelligence category 6.91% 6.51% 4.56%
Number of salaries quoted 33 15 24
Glasgow median annual salary £52,500 £40,000 £60,000
Median salary % change year-on-year +31.25% -33.33% +41.18%
10th Percentile £35,000 £27,700 £42,500
90th Percentile £75,000 £55,750 £84,250
Scotland median annual salary £55,000 £50,000 £55,000
% change year-on-year +10.00% -9.09% +46.67%

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

All Database and Business Intelligence Skills
Glasgow
Permanent vacancies with a requirement for database or business intelligence skills 883 829 986
As % of all permanent IT jobs advertised in Glasgow 38.14% 38.43% 38.34%
Number of salaries quoted 512 403 613
Glasgow median annual salary £45,000 £42,500 £40,500
Median salary % change year-on-year +5.88% +4.94% +2.53%
10th Percentile £31,500 £29,050 £28,750
90th Percentile £67,500 £61,250 £60,000
Scotland median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Hadoop
Job Vacancy Trend in Glasgow

Job postings citing Hadoop as a percentage of all IT jobs advertised in Glasgow.

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 6 months to 21 November 2017.

Salary histogram for Hadoop in Glasgow

For the 6 months to 21 November 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 50 (81.97%) Java
2 37 (60.66%) Spring
3 34 (55.74%) Python
4 33 (54.10%) MongoDB
5 31 (50.82%) Agile Software Development
5 31 (50.82%) Big Data
6 29 (47.54%) JavaScript
7 25 (40.98%) Software Engineering
8 23 (37.70%) NoSQL
8 23 (37.70%) Finance
8 23 (37.70%) Concurrent Programming
9 22 (36.07%) HTML
9 22 (36.07%) HTML5
10 19 (31.15%) BDD
10 19 (31.15%) TDD
11 18 (29.51%) Hibernate
11 18 (29.51%) Scrum
11 18 (29.51%) Kafka
12 17 (27.87%) JBoss
12 17 (27.87%) IBM
12 17 (27.87%) Test Automation
12 17 (27.87%) Multithreading
13 16 (26.23%) System Testing
13 16 (26.23%) Kanban
13 16 (26.23%) Integration Testing
13 16 (26.23%) QA
13 16 (26.23%) Selenium
13 16 (26.23%) FitNesse
13 16 (26.23%) Ruby
13 16 (26.23%) WebSphere

Hadoop
Co-occurring 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 17 (27.87%) JBoss
2 16 (26.23%) Jetty
2 16 (26.23%) Tomcat
2 16 (26.23%) WebLogic
2 16 (26.23%) WebSphere
3 15 (24.59%) Apache Spark
Cloud Services
1 7 (11.48%) Cloud Computing
2 1 (1.64%) Microsoft Azure
Communications & Networking
1 16 (26.23%) AMQP
Database & Business Intelligence
1 33 (54.10%) MongoDB
2 31 (50.82%) Big Data
3 23 (37.70%) NoSQL
4 16 (26.23%) Couchbase
4 16 (26.23%) Redis
4 16 (26.23%) Riak
5 8 (13.11%) MySQL
6 7 (11.48%) Blockchain
6 7 (11.48%) Neo4j
7 4 (6.56%) Apache Hive
8 3 (4.92%) Data Warehouse
8 3 (4.92%) Relational Database
9 2 (3.28%) PostgreSQL
9 2 (3.28%) PowerCenter
9 2 (3.28%) RDBMS
10 1 (1.64%) Data Mining
10 1 (1.64%) HBase
10 1 (1.64%) Impala
10 1 (1.64%) Pentaho
10 1 (1.64%) Sqoop
Development Applications
1 16 (26.23%) Cucumber
1 16 (26.23%) FitNesse
1 16 (26.23%) Selenium
1 16 (26.23%) Vagrant
2 6 (9.84%) Git (software)
3 1 (1.64%) Talend Open Studio
General
1 23 (37.70%) Finance
2 1 (1.64%) Games
2 1 (1.64%) Marketing
Job Titles
1 52 (85.25%) Developer
2 43 (70.49%) Java Developer
3 27 (44.26%) Full Stack Developer
4 12 (19.67%) JavaScript Developer
4 12 (19.67%) Senior Developer
4 12 (19.67%) Senior Java Developer
5 11 (18.03%) Big Data Developer
6 7 (11.48%) Software Engineer
7 6 (9.84%) Analytics Developer
7 6 (9.84%) Angular Developer
7 6 (9.84%) Developer/Software Engineer
7 6 (9.84%) Java Engineer
7 6 (9.84%) Java Software Developer
7 6 (9.84%) Java Software Engineer
7 6 (9.84%) Risk Analytics Developer
7 6 (9.84%) Senior Full Stack Developer
7 6 (9.84%) Senior JavaScript Developer
7 6 (9.84%) Software Developer
8 5 (8.20%) Applications Developer
8 5 (8.20%) Senior Big Data Developer
Libraries, Frameworks & Software Standards
1 37 (60.66%) Spring
2 22 (36.07%) HTML
2 22 (36.07%) HTML5
3 18 (29.51%) Hibernate
3 18 (29.51%) Kafka
4 16 (26.23%) JMS
4 16 (26.23%) JPA
4 16 (26.23%) RabbitMQ
4 16 (26.23%) TIBCO EMS
4 16 (26.23%) WebSphere MQ
5 9 (14.75%) AngularJS
6 8 (13.11%) J2EE
7 7 (11.48%) REST
8 6 (9.84%) Angular 2
8 6 (9.84%) React
8 6 (9.84%) Twitter Bootstrap
9 3 (4.92%) Node.js
10 2 (3.28%) Pandas
11 1 (1.64%) Apache Camel
11 1 (1.64%) TensorFlow
Miscellaneous
1 15 (24.59%) Greenfield Project
2 7 (11.48%) Client/Server
3 6 (9.84%) User Experience
4 4 (6.56%) Analytical Skills
5 2 (3.28%) Computer Science
6 1 (1.64%) Algorithms
6 1 (1.64%) Data Structures
6 1 (1.64%) Replication
Operating Systems
1 4 (6.56%) Linux
2 2 (3.28%) CentOS
2 2 (3.28%) Ubuntu
3 1 (1.64%) Red Hat Enterprise Linux
3 1 (1.64%) Unix
Processes & Methodologies
1 31 (50.82%) Agile Software Development
2 25 (40.98%) Software Engineering
3 23 (37.70%) Concurrent Programming
4 19 (31.15%) BDD
4 19 (31.15%) TDD
5 18 (29.51%) Scrum
6 17 (27.87%) Multithreading
6 17 (27.87%) Test Automation
7 16 (26.23%) DSDM
7 16 (26.23%) Integration Testing
7 16 (26.23%) Kanban
7 16 (26.23%) RUP
7 16 (26.23%) System Testing
7 16 (26.23%) UML
8 14 (22.95%) Microservices
9 13 (21.31%) SDLC
10 11 (18.03%) Analytics
11 10 (16.39%) Open Source
12 8 (13.11%) MapReduce
12 8 (13.11%) Open Source Development
Programming Languages
1 50 (81.97%) Java
2 34 (55.74%) Python
3 29 (47.54%) JavaScript
4 16 (26.23%) Bash Shell
4 16 (26.23%) Ruby
5 12 (19.67%) SQL
6 5 (8.20%) R
7 4 (6.56%) Scala
8 3 (4.92%) Jython
9 1 (1.64%) HiveQL
9 1 (1.64%) MATLAB
Qualifications
1 6 (9.84%) Security Cleared
2 3 (4.92%) PhD
3 2 (3.28%) Degree
4 1 (1.64%) Master's Degree
Quality Assurance & Compliance
1 16 (26.23%) QA
2 4 (6.56%) Data Quality
3 1 (1.64%) SLA
System Software
1 16 (26.23%) Docker
2 2 (3.28%) HDFS
Systems Management
1 16 (26.23%) Ansible
1 16 (26.23%) Cobbler
1 16 (26.23%) Opscode Chef
1 16 (26.23%) Puppet
2 1 (1.64%) Oozie
Vendors
1 17 (27.87%) IBM
2 16 (26.23%) TIBCO
3 7 (11.48%) Oracle
4 6 (9.84%) Informatica
5 1 (1.64%) Cloudera
5 1 (1.64%) Red Hat
5 1 (1.64%) Tableau
5 1 (1.64%) Talend