Period
to 24 January 2019

The following table provides summary statistics for contract job vacancies advertised in Glasgow with a requirement for Hadoop skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Hadoop over the 6 months to 24 January 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hadoop
Scotland > Glasgow
6 months to
24 Jan 2019
Same period 2018 Same period 2017
Rank 74 65 78
Rank change year-on-year -9 +13 +8
Contract jobs citing Hadoop 33 22 7
As % of all contract IT jobs advertised in Glasgow 2.12% 1.89% 0.67%
As % of the Database & Business Intelligence category 8.66% 8.03% 2.43%
Number of daily rates quoted 13 13 4
Glasgow median daily rate £525 £358 £483
Median daily rate % change year-on-year +46.85% -25.91% -5.85%
10th Percentile £416 £319 £335
90th Percentile £608 £525 £533
Scotland median daily rate £475 £400 £495
% change year-on-year +18.75% -19.19% -1.00%
Number of hourly rates quoted 0 0 0
Glasgow median hourly rate - - -
Scotland median hourly rate - - -

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

All Database and Business Intelligence Skills
Glasgow
Contract vacancies with a requirement for database or business intelligence skills 381 274 288
As % of all contract IT jobs advertised in Glasgow 24.44% 23.50% 27.43%
Number of daily rates quoted 241 167 139
Glasgow median daily rate £400 £375 £363
Median daily rate % change year-on-year +6.67% +3.45% +7.41%
10th Percentile £310 £274 £261
90th Percentile £538 £503 £475
Scotland median daily rate £400 £388 £350
% change year-on-year +3.23% +10.71% -6.67%
Number of hourly rates quoted 3 4 6
Glasgow median hourly rate £12.50 £18.83 £17.32
Median hourly rate % change year-on-year -33.60% +8.69% -44.05%
10th Percentile £12.25 £11.59 £14.74
90th Percentile £12.75 £25.00 £31.54
Scotland median hourly rate £14.00 £24.00 £42.00
% change year-on-year -41.67% -42.86% +68.00%

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
Contractor Daily Rate Trend in Glasgow

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Hadoop in Glasgow.

Contractor daily rate trend for Hadoop in Glasgow

Hadoop
Contractor Daily Rate Histogram in Glasgow

The daily rate distribution of IT jobs citing Hadoop in Glasgow over the 6 months to 24 January 2019.

Contractor daily rate histogram for Hadoop in Glasgow

For the 6 months to 24 January 2019, IT contractor jobs citing Hadoop also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Glasgow region with a requirement for Hadoop.

1 24 (72.73%) Software Engineering
2 22 (66.67%) Agile Software Development
3 18 (54.55%) SQL
3 18 (54.55%) Python
3 18 (54.55%) Relational Database
4 17 (51.52%) Oracle
4 17 (51.52%) Finance
5 16 (48.48%) Ruby
5 16 (48.48%) Bash Shell
6 15 (45.45%) SQL Server
6 15 (45.45%) Sybase
7 14 (42.42%) Perl
7 14 (42.42%) Linux
7 14 (42.42%) Data Protection
7 14 (42.42%) GitHub
8 13 (39.39%) Neo4j
8 13 (39.39%) Jenkins
8 13 (39.39%) Cybersecurity
8 13 (39.39%) Go
8 13 (39.39%) Hortonworks
8 13 (39.39%) Cloudera
8 13 (39.39%) Java
8 13 (39.39%) Microsoft
8 13 (39.39%) CISSP
8 13 (39.39%) Windows
8 13 (39.39%) Cryptography
8 13 (39.39%) CISM
8 13 (39.39%) Symantec
8 13 (39.39%) McAfee
8 13 (39.39%) DRM

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 7 (21.21%) JBoss
1 7 (21.21%) Jetty
1 7 (21.21%) Tomcat
1 7 (21.21%) WebLogic
2 5 (15.15%) Apache Spark
3 3 (9.09%) WebSphere
4 1 (3.03%) Oracle SOA Suite
Cloud Services
1 14 (42.42%) GitHub
2 2 (6.06%) Amazon AWS
2 2 (6.06%) Microsoft Azure
Communications & Networking
1 2 (6.06%) AMQP
Database & Business Intelligence
1 18 (54.55%) Relational Database
2 15 (45.45%) SQL Server
3 13 (39.39%) ArangoDB
3 13 (39.39%) Neo4j
4 11 (33.33%) NoSQL
5 10 (30.30%) MongoDB
6 7 (21.21%) Redis
6 7 (21.21%) Riak
7 5 (15.15%) Couchbase
8 4 (12.12%) Big Data
8 4 (12.12%) Impala
8 4 (12.12%) RDBMS
9 3 (9.09%) Data Warehouse
10 2 (6.06%) Amazon RDS
10 2 (6.06%) BusinessObjects
10 2 (6.06%) BusinessObjects Web Intelligence
10 2 (6.06%) Oracle Database
10 2 (6.06%) Oracle Database 11g
10 2 (6.06%) Pentaho
11 1 (3.03%) Apache Cassandra
Development Applications
1 13 (39.39%) Jenkins
2 4 (12.12%) Cucumber
2 4 (12.12%) Selenium
3 3 (9.09%) FitNesse
3 3 (9.09%) Vagrant
General
1 17 (51.52%) Finance
2 4 (12.12%) Games
2 4 (12.12%) Retail
3 2 (6.06%) Banking
3 2 (6.06%) Financial Institution
3 2 (6.06%) Investment Banking
Job Titles
1 10 (30.30%) Developer
1 10 (30.30%) DevOps Engineer
2 7 (21.21%) Java Developer
3 5 (15.15%) Software Engineer
4 4 (12.12%) Scala Software Engineer
5 3 (9.09%) Data Engineer
6 2 (6.06%) Architect
6 2 (6.06%) Business Developer
6 2 (6.06%) Data Architect
6 2 (6.06%) Data Protection Engineer
6 2 (6.06%) ETL Developer
6 2 (6.06%) Infrastructure Engineer
6 2 (6.06%) SAP BusinessObjects (BO) Developer
6 2 (6.06%) SAP Developer
7 1 (3.03%) Analyst
7 1 (3.03%) Java Software Engineer
7 1 (3.03%) Python Developer
7 1 (3.03%) Server Engineer
7 1 (3.03%) SQL Developer
7 1 (3.03%) Systems Analyst
Libraries, Frameworks & Software Standards
1 8 (24.24%) HTML
1 8 (24.24%) HTML5
1 8 (24.24%) Spring
2 7 (21.21%) Hibernate
2 7 (21.21%) JPA
3 6 (18.18%) Kafka
4 4 (12.12%) Akka
4 4 (12.12%) JMS
5 3 (9.09%) RabbitMQ
6 2 (6.06%) TIBCO EMS
6 2 (6.06%) WebSphere MQ
7 1 (3.03%) AngularJS
7 1 (3.03%) Ext JS
7 1 (3.03%) Pandas
7 1 (3.03%) React
7 1 (3.03%) REST
7 1 (3.03%) SOAP
7 1 (3.03%) Web Services
7 1 (3.03%) WSDL
Miscellaneous
1 9 (27.27%) Cyberthreat
2 4 (12.12%) Enterprise Software
3 2 (6.06%) Analytical Skills
3 2 (6.06%) AS400
3 2 (6.06%) Greenfield Project
4 1 (3.03%) Derivative
4 1 (3.03%) OTC Derivatives
Operating Systems
1 14 (42.42%) Linux
2 13 (39.39%) Windows
Processes & Methodologies
1 24 (72.73%) Software Engineering
2 22 (66.67%) Agile Software Development
3 14 (42.42%) Data Protection
4 13 (39.39%) Cryptography
4 13 (39.39%) Cybersecurity
4 13 (39.39%) Data Encryption
4 13 (39.39%) Data Loss Prevention
4 13 (39.39%) DRM
4 13 (39.39%) IT Strategy
4 13 (39.39%) Site Reliability Engineering
5 12 (36.36%) Security Operations
6 10 (30.30%) DevOps
6 10 (30.30%) Infrastructure Engineering
7 6 (18.18%) Analytics
8 5 (15.15%) UML
9 4 (12.12%) Computer Science
9 4 (12.12%) Digital Transformation Programme
9 4 (12.12%) MapReduce
9 4 (12.12%) Multithreading
9 4 (12.12%) Test Automation
Programming Languages
1 18 (54.55%) Python
1 18 (54.55%) SQL
2 16 (48.48%) Bash Shell
2 16 (48.48%) Ruby
3 14 (42.42%) Perl
4 13 (39.39%) Go
4 13 (39.39%) Java
5 7 (21.21%) JavaScript
6 6 (18.18%) Java 8
7 5 (15.15%) Scala
Qualifications
1 13 (39.39%) CISM
1 13 (39.39%) CISSP
2 4 (12.12%) Computer Science Degree
2 4 (12.12%) Degree
Quality Assurance & Compliance
1 13 (39.39%) FINRA
1 13 (39.39%) GDPR
2 2 (6.06%) PA-DSS
2 2 (6.06%) PCI DSS
2 2 (6.06%) QA
System Software
1 4 (12.12%) Docker
2 1 (3.03%) Virtual Servers
2 1 (3.03%) VMware ESXi
2 1 (3.03%) VMware Infrastructure
Systems Management
1 13 (39.39%) Terraform
2 3 (9.09%) Ansible
2 3 (9.09%) Cobbler
2 3 (9.09%) Opscode Chef
2 3 (9.09%) Puppet
3 1 (3.03%) Kubernetes
Vendors
1 17 (51.52%) Oracle
2 15 (45.45%) Sybase
3 13 (39.39%) Cloudera
3 13 (39.39%) Hortonworks
3 13 (39.39%) McAfee
3 13 (39.39%) Microsoft
3 13 (39.39%) Symantec
3 13 (39.39%) Varonis
4 4 (12.12%) Informatica
5 3 (9.09%) TIBCO
6 2 (6.06%) IBM
6 2 (6.06%) SAP
7 1 (3.03%) Splunk
7 1 (3.03%) VMware