Period
to 22 November 2017

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 22 November 2017 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
22 Nov 2017
Same period 2016 Same period 2015
Rank 152 147 170
Rank change year-on-year -5 +23 -57
Contract jobs citing Multithreading 36 34 25
As % of all contract IT jobs advertised in Scotland 0.71% 0.78% 0.41%
As % of the Processes & Methodologies category 0.85% 0.94% 0.50%
Number of daily rates quoted 17 16 14
Scotland median daily rate £400 £394 £320
Median daily rate % change year-on-year +1.59% +23.05% -20.00%
10th Percentile £319 £263 £304
90th Percentile £533 £450 £425
UK median daily rate £600 £525 £550
% change year-on-year +14.29% -4.55% -4.35%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £45.00 £42.50 £38.00
% change year-on-year +5.88% +11.84% -5.00%

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 4249 3633 5027
As % of all contract IT jobs advertised in Scotland 84.19% 83.56% 82.17%
Number of daily rates quoted 2422 2128 2624
Scotland median daily rate £390 £356 £375
Median daily rate % change year-on-year +9.55% -5.07% -
10th Percentile £250 £250 £250
90th Percentile £538 £488 £500
UK median daily rate £450 £425 £413
% change year-on-year +5.88% +2.91% +3.25%
Number of hourly rates quoted 106 87 102
Scotland median hourly rate £24.50 £21.00 £25.00
Median hourly rate % change year-on-year +16.67% -16.00% +11.11%
10th Percentile £13.00 £10.67 £12.35
90th Percentile £45.00 £43.00 £47.00
UK median hourly rate £23.63 £24.00 £22.50
% change year-on-year -1.56% +6.67% +18.42%

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 22 November 2017.

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 22 November 2017. 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 -17 24 £344 -11.29% 5
Edinburgh -10 8 £450 +12.50% 1
Fife - 4 £500 -
Multithreading
UK

For the 6 months to 22 November 2017, IT contractor jobs citing Multithreading also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Scotland region with a requirement for Multithreading.

1 26 (72.22%) Agile Software Development
2 17 (47.22%) Scrum
3 16 (44.44%) Java
3 16 (44.44%) JavaScript
4 15 (41.67%) Linux
4 15 (41.67%) Test Automation
5 14 (38.89%) Software Engineering
6 13 (36.11%) Unix
7 12 (33.33%) C++
7 12 (33.33%) TDD
7 12 (33.33%) Spring
8 11 (30.56%) SQL
8 11 (30.56%) Concurrent Programming
9 10 (27.78%) HTML
9 10 (27.78%) Tomcat
9 10 (27.78%) Python
9 10 (27.78%) OOD
9 10 (27.78%) QA
10 9 (25.00%) Integration Testing
10 9 (25.00%) JBoss
10 9 (25.00%) RabbitMQ
10 9 (25.00%) Redis
11 8 (22.22%) Puppet
11 8 (22.22%) NoSQL
11 8 (22.22%) AngularJS
11 8 (22.22%) HTML5
11 8 (22.22%) Multithreaded Programming
11 8 (22.22%) Opscode Chef
11 8 (22.22%) Ansible
11 8 (22.22%) Docker

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 10 (27.78%) Tomcat
2 9 (25.00%) JBoss
3 7 (19.44%) Jetty
3 7 (19.44%) WebLogic
3 7 (19.44%) WebSphere
4 2 (5.56%) BizTalk Server
5 1 (2.78%) GemFire
5 1 (2.78%) MQSeries
5 1 (2.78%) Mule
5 1 (2.78%) Oracle Coherence
Cloud Services
1 7 (19.44%) Amazon AWS
2 5 (13.89%) Microsoft Azure
3 4 (11.11%) IaaS
3 4 (11.11%) PaaS
4 2 (5.56%) Azure Active Directory
5 1 (2.78%) GitHub
Communications & Networking
1 7 (19.44%) AMQP
2 4 (11.11%) TCP/IP
3 3 (8.33%) LDAP
4 2 (5.56%) CTI
5 1 (2.78%) DMZ
5 1 (2.78%) Firewall
5 1 (2.78%) Internet
5 1 (2.78%) Network Security
Database & Business Intelligence
1 9 (25.00%) Redis
2 8 (22.22%) NoSQL
3 7 (19.44%) Couchbase
3 7 (19.44%) Hadoop
3 7 (19.44%) MongoDB
3 7 (19.44%) RDBMS
3 7 (19.44%) Relational Database
3 7 (19.44%) Riak
4 2 (5.56%) SQL Server
4 2 (5.56%) SQL Server 2012
Development Applications
1 7 (19.44%) Cucumber
1 7 (19.44%) FitNesse
1 7 (19.44%) Jenkins
1 7 (19.44%) Selenium
1 7 (19.44%) Vagrant
2 6 (16.67%) Eclipse
2 6 (16.67%) Visual Studio
3 5 (13.89%) Ant
3 5 (13.89%) Git (software)
3 5 (13.89%) JUnit
3 5 (13.89%) Team Foundation Server
4 2 (5.56%) Visual Studio Team System
5 1 (2.78%) IntelliJ
5 1 (2.78%) JIRA
5 1 (2.78%) Maven
General
1 6 (16.67%) Finance
2 3 (8.33%) Front Office
3 2 (5.56%) Banking
3 2 (5.56%) Investment Banking
Job Titles
1 26 (72.22%) Developer
2 10 (27.78%) Java Developer
3 9 (25.00%) C++ Developer
4 5 (13.89%) Full Stack Developer
4 5 (13.89%) Senior Software Engineer
4 5 (13.89%) Software Engineer
5 4 (11.11%) Development Engineer
5 4 (11.11%) Senior Development Engineer
5 4 (11.11%) Senior Software Development Engineer
5 4 (11.11%) Software Development Engineer
5 4 (11.11%) Technical Leader
5 4 (11.11%) UI Developer
6 3 (8.33%) Front Office C++ Developer
6 3 (8.33%) Front Office Developer
7 2 (5.56%) Analyst
7 2 (5.56%) Angular Developer
7 2 (5.56%) Lead Developer
7 2 (5.56%) Principal Engineer
7 2 (5.56%) Security Analyst
7 2 (5.56%) UI Engineer
Libraries, Frameworks & Software Standards
1 12 (33.33%) Spring
2 10 (27.78%) HTML
3 9 (25.00%) RabbitMQ
4 8 (22.22%) .NET
4 8 (22.22%) AngularJS
4 8 (22.22%) Hibernate
4 8 (22.22%) HTML5
4 8 (22.22%) JMS
5 7 (19.44%) JPA
5 7 (19.44%) Kafka
5 7 (19.44%) RESTful
5 7 (19.44%) TIBCO EMS
5 7 (19.44%) WebSphere MQ
6 4 (11.11%) .NET Core
6 4 (11.11%) .NET Framework
6 4 (11.11%) ASP.NET Web API
6 4 (11.11%) Entity Framework
6 4 (11.11%) Middleware
6 4 (11.11%) SignalR
7 3 (8.33%) JSON
Miscellaneous
1 4 (11.11%) Device Driver
1 4 (11.11%) Management Information System
1 4 (11.11%) N-Tier
2 3 (8.33%) Greenfield Project
3 2 (5.56%) Algorithms
3 2 (5.56%) Analytical Skills
3 2 (5.56%) Blog
3 2 (5.56%) Enterprise Software
3 2 (5.56%) Equity Derivative
3 2 (5.56%) User Experience
4 1 (2.78%) Data Structures
4 1 (2.78%) Distributed Denial-of-Service
4 1 (2.78%) Internet of Things
4 1 (2.78%) PKI
Operating Systems
1 15 (41.67%) Linux
2 13 (36.11%) Unix
3 1 (2.78%) Apple iOS
Processes & Methodologies
1 26 (72.22%) Agile Software Development
2 17 (47.22%) Scrum
3 15 (41.67%) Test Automation
4 14 (38.89%) Software Engineering
5 12 (33.33%) TDD
6 11 (30.56%) Concurrent Programming
7 10 (27.78%) OOD
8 9 (25.00%) Integration Testing
9 8 (22.22%) Multithreaded Programming
9 8 (22.22%) SDLC
10 7 (19.44%) BDD
10 7 (19.44%) DSDM
10 7 (19.44%) Kanban
10 7 (19.44%) RUP
10 7 (19.44%) System Testing
10 7 (19.44%) UML
11 6 (16.67%) Mentoring
11 6 (16.67%) OO
12 5 (13.89%) Unit Testing
13 4 (11.11%) Continuous Integration
Programming Languages
1 16 (44.44%) Java
1 16 (44.44%) JavaScript
2 12 (33.33%) C++
3 11 (30.56%) SQL
4 10 (27.78%) Python
5 8 (22.22%) C#
6 7 (19.44%) Bash Shell
6 7 (19.44%) Perl
6 7 (19.44%) Ruby
7 3 (8.33%) C
7 3 (8.33%) TypeScript
8 2 (5.56%) ES6
8 2 (5.56%) Scala
8 2 (5.56%) XPath
9 1 (2.78%) Korn
9 1 (2.78%) Objective-C
9 1 (2.78%) Shell Script
Qualifications
1 4 (11.11%) Degree
1 4 (11.11%) MCSD
1 4 (11.11%) Microsoft Certification
1 4 (11.11%) Security Cleared
2 3 (8.33%) BC Cleared
3 1 (2.78%) CEH
3 1 (2.78%) CISSP
3 1 (2.78%) OSCP
3 1 (2.78%) SC Cleared
Quality Assurance & Compliance
1 10 (27.78%) QA
2 1 (2.78%) COBIT
System Software
1 8 (22.22%) Docker
2 2 (5.56%) Active Directory
Systems Management
1 8 (22.22%) Ansible
1 8 (22.22%) Opscode Chef
1 8 (22.22%) Puppet
2 7 (19.44%) Cobbler
3 1 (2.78%) MOM
Vendors
1 7 (19.44%) IBM
1 7 (19.44%) TIBCO
2 4 (11.11%) Microsoft
2 4 (11.11%) Perforce
3 2 (5.56%) Avaya
3 2 (5.56%) Bloomberg
3 2 (5.56%) Citrix
3 2 (5.56%) Informatica
3 2 (5.56%) Sybase
3 2 (5.56%) VMware
4 1 (2.78%) CheckPoint