Period
to 13 November 2018

The following table provides summary statistics for contract job vacancies advertised in Scotland with a requirement for Multithreading skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Multithreading over the 6 months to 13 November 2018 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.

Multithreaded
UK > Scotland
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 146 154 152
Rank change year-on-year +8 -2 +33
Contract jobs citing Multithreading 55 37 36
As % of all contract IT jobs advertised in Scotland 1.03% 0.74% 0.82%
As % of the Processes & Methodologies category 1.17% 0.87% 0.97%
Number of daily rates quoted 22 17 18
Scotland median daily rate £400 £400 £388
Median daily rate % change year-on-year - +3.23% +21.09%
10th Percentile £350 £319 £263
90th Percentile £450 £533 £445
UK median daily rate £600 £600 £525
% change year-on-year - +14.29% -4.55%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £46.25 £45.00 £42.50
% change year-on-year +2.78% +5.88% +12.58%

Multithreading is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Scotland with a requirement for process or methodology skills.

All Process and Methodology Skills
Scotland
Contract vacancies with a requirement for process or methodology skills 4,687 4,251 3,720
As % of all contract IT jobs advertised in Scotland 87.94% 85.45% 84.78%
Number of daily rates quoted 2,524 2,390 2,180
Scotland median daily rate £400 £389 £355
Median daily rate % change year-on-year +2.89% +9.51% -5.33%
10th Percentile £245 £250 £239
90th Percentile £550 £530 £488
UK median daily rate £460 £450 £425
% change year-on-year +2.22% +5.88% +3.03%
Number of hourly rates quoted 108 113 100
Scotland median hourly rate £25.00 £25.00 £21.25
Median hourly rate % change year-on-year - +17.65% +1.19%
10th Percentile £11.17 £12.80 £9.94
90th Percentile £49.13 £44.35 £43.00
UK median hourly rate £22.00 £23.08 £22.50
% change year-on-year -4.66% +2.56% +2.27%

Multithreading
Job Vacancy Trend in Scotland

Job postings citing Multithreading as a percentage of all IT jobs advertised in Scotland.

Job vacancy trend for Multithreading in Scotland

Multithreading
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for Multithreading in Scotland

Multithreading
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Multithreading in Scotland over the 6 months to 13 November 2018.

Contractor daily rate histogram for Multithreading in Scotland

Multithreading
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Multithreading within the Scotland region over the 6 months to 13 November 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Glasgow -5 39 £400 +16.36% 14
Edinburgh 0 12 £450 - 7
West Lothian - 2 £375 -
Argyll and Bute - 1 £388 -
Dundee - 1 - -
Multithreading
UK

For the 6 months to 13 November 2018, IT contractor jobs citing Multithreading 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 Scotland region with a requirement for Multithreading.

1 48 (87.27%) Java
2 31 (56.36%) Agile Software Development
3 27 (49.09%) Spring
4 23 (41.82%) Test Automation
4 23 (41.82%) JavaScript
5 21 (38.18%) Hibernate
6 17 (30.91%) TDD
6 17 (30.91%) JBoss
6 17 (30.91%) Multithreaded Programming
7 16 (29.09%) NoSQL
7 16 (29.09%) HTML
7 16 (29.09%) HTML5
8 15 (27.27%) Python
8 15 (27.27%) Concurrent Programming
8 15 (27.27%) Docker
9 14 (25.45%) Puppet
9 14 (25.45%) MongoDB
9 14 (25.45%) Tomcat
9 14 (25.45%) SOAP
9 14 (25.45%) Cucumber
9 14 (25.45%) Jetty
9 14 (25.45%) Software Engineering
9 14 (25.45%) Selenium
10 13 (23.64%) FitNesse
10 13 (23.64%) Integration Testing
10 13 (23.64%) JPA
10 13 (23.64%) Linux
10 13 (23.64%) Redis
10 13 (23.64%) Riak
10 13 (23.64%) Kafka

Multithreading
Co-occurring IT Skills in Scotland 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 (30.91%) JBoss
2 14 (25.45%) Jetty
2 14 (25.45%) Tomcat
3 12 (21.82%) WebLogic
4 11 (20.00%) WebSphere
5 3 (5.45%) Apache
5 3 (5.45%) Apache Spark
6 2 (3.64%) Elasticsearch
Cloud Services
1 2 (3.64%) GitHub
2 1 (1.82%) Amazon AWS
2 1 (1.82%) npm
Communications & Networking
1 9 (16.36%) AMQP
2 3 (5.45%) HTTP
2 3 (5.45%) TCP/IP
Database & Business Intelligence
1 16 (29.09%) NoSQL
2 14 (25.45%) MongoDB
3 13 (23.64%) Redis
3 13 (23.64%) Riak
4 12 (21.82%) Couchbase
4 12 (21.82%) Hadoop
5 10 (18.18%) Relational Database
6 9 (16.36%) Big Data
7 8 (14.55%) RDBMS
8 6 (10.91%) Apache Cassandra
9 5 (9.09%) DB2
9 5 (9.09%) MySQL
10 4 (7.27%) Oracle Database
10 4 (7.27%) Oracle Database 10g
10 4 (7.27%) Oracle Database 11g
11 2 (3.64%) DataStax
12 1 (1.82%) KDB
12 1 (1.82%) Kdb+
Development Applications
1 14 (25.45%) Cucumber
1 14 (25.45%) Selenium
2 13 (23.64%) FitNesse
3 12 (21.82%) Eclipse
3 12 (21.82%) Git (software)
4 10 (18.18%) Vagrant
5 6 (10.91%) Eclipse RCP
5 6 (10.91%) Gradle
5 6 (10.91%) Subversion
6 5 (9.09%) Hudson
6 5 (9.09%) Maven
7 3 (5.45%) Artifactory
7 3 (5.45%) CppUnit
7 3 (5.45%) JUnit
7 3 (5.45%) MagicDraw
8 2 (3.64%) Bitbucket
8 2 (3.64%) git-flow
8 2 (3.64%) Jenkins
8 2 (3.64%) JIRA
9 1 (1.82%) NetBeans
General
1 9 (16.36%) Finance
2 8 (14.55%) Banking
3 7 (12.73%) Investment Banking
Job Titles
1 51 (92.73%) Developer
2 37 (67.27%) Java Developer
3 7 (12.73%) Full Stack Developer
3 7 (12.73%) Software Developer
4 6 (10.91%) Angular Developer
5 5 (9.09%) UI Developer
6 4 (7.27%) Desktop Support
7 3 (5.45%) Big Data Developer
7 3 (5.45%) J2EE Developer
7 3 (5.45%) Java Software Developer
7 3 (5.45%) Java/J2EE Developer
7 3 (5.45%) Senior Developer
8 2 (3.64%) C++ Developer
8 2 (3.64%) Java Swing Developer
8 2 (3.64%) Linux Developer
8 2 (3.64%) Mac Developer
8 2 (3.64%) Oracle Developer
9 1 (1.82%) Java Engineer
9 1 (1.82%) Scala Developer
9 1 (1.82%) WPF Developer
Libraries, Frameworks & Software Standards
1 27 (49.09%) Spring
2 21 (38.18%) Hibernate
3 16 (29.09%) HTML
3 16 (29.09%) HTML5
4 14 (25.45%) SOAP
5 13 (23.64%) AngularJS
5 13 (23.64%) JPA
5 13 (23.64%) Kafka
6 11 (20.00%) JMS
6 11 (20.00%) RabbitMQ
7 9 (16.36%) TIBCO EMS
7 9 (16.36%) WebSphere MQ
8 7 (12.73%) J2EE
8 7 (12.73%) JSON
8 7 (12.73%) XML
9 6 (10.91%) JavaFX
9 6 (10.91%) OSGi
9 6 (10.91%) REST
9 6 (10.91%) Swing
10 5 (9.09%) .NET
Miscellaneous
1 4 (7.27%) Analytical Skills
1 4 (7.27%) Greenfield Project
2 2 (3.64%) Device Driver
3 1 (1.82%) Algorithms
3 1 (1.82%) Computer Science
3 1 (1.82%) Data Structures
3 1 (1.82%) Foreign Exchange (FX)
3 1 (1.82%) Management Information System
3 1 (1.82%) Mobile App
3 1 (1.82%) Self-Motivation
Operating Systems
1 13 (23.64%) Linux
2 6 (10.91%) Unix
2 6 (10.91%) Windows
3 2 (3.64%) FreeRTOS
4 1 (1.82%) Android
Processes & Methodologies
1 31 (56.36%) Agile Software Development
2 23 (41.82%) Test Automation
3 17 (30.91%) Multithreaded Programming
3 17 (30.91%) TDD
4 15 (27.27%) Concurrent Programming
5 14 (25.45%) Software Engineering
6 13 (23.64%) Deployment Automation
6 13 (23.64%) Integration Testing
7 12 (21.82%) Kanban
7 12 (21.82%) OO
7 12 (21.82%) Scrum
7 12 (21.82%) UML
8 11 (20.00%) BDD
9 10 (18.18%) Problem-Solving
10 9 (16.36%) DSDM
10 9 (16.36%) RUP
10 9 (16.36%) SDLC
10 9 (16.36%) System Testing
11 7 (12.73%) Microservices
12 6 (10.91%) Continuous Integration
Programming Languages
1 48 (87.27%) Java
2 23 (41.82%) JavaScript
3 15 (27.27%) Python
4 11 (20.00%) SQL
5 10 (18.18%) Bash Shell
5 10 (18.18%) Ruby
6 8 (14.55%) Scala
7 6 (10.91%) C#
7 6 (10.91%) C++
8 5 (9.09%) Java 8
8 5 (9.09%) XAML
9 4 (7.27%) Perl
10 3 (5.45%) PL/SQL
10 3 (5.45%) Shell Script
11 2 (3.64%) C
12 1 (1.82%) PowerShell
12 1 (1.82%) TypeScript
Qualifications
1 1 (1.82%) Degree
Quality Assurance & Compliance
1 9 (16.36%) QA
System Software
1 15 (27.27%) Docker
2 2 (3.64%) Firmware
Systems Management
1 14 (25.45%) Puppet
2 12 (21.82%) Opscode Chef
3 10 (18.18%) Ansible
3 10 (18.18%) Cobbler
4 3 (5.45%) Kubernetes
Vendors
1 11 (20.00%) TIBCO
2 9 (16.36%) IBM
3 8 (14.55%) Informatica
3 8 (14.55%) Oracle