Period
to 21 August 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 21 August 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
21 Aug 2018
Same period 2017 Same period 2016
Rank 154 158 162
Rank change year-on-year +4 +4 +6
Contract jobs citing Multithreading 54 16 42
As % of all contract IT jobs advertised in Scotland 0.98% 0.37% 0.80%
As % of the Processes & Methodologies category 1.12% 0.44% 0.92%
Number of daily rates quoted 14 5 22
Scotland median daily rate £389 £400 £365
Median daily rate % change year-on-year -2.81% +9.59% -17.05%
10th Percentile £350 £371 £235
90th Percentile £474 £495 £424
UK median daily rate £600 £585 £525
% change year-on-year +2.56% +11.43% -4.55%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £43.75 £46.25 £45.00
% change year-on-year -5.41% +2.78% +5.88%

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 4,808 3,639 4,542
As % of all contract IT jobs advertised in Scotland 87.40% 84.35% 86.37%
Number of daily rates quoted 2,750 2,085 2,627
Scotland median daily rate £400 £388 £375
Median daily rate % change year-on-year +3.23% +3.33% -
10th Percentile £257 £260 £233
90th Percentile £545 £525 £500
UK median daily rate £450 £450 £425
% change year-on-year - +5.88% +6.25%
Number of hourly rates quoted 90 89 101
Scotland median hourly rate £19.00 £27.50 £36.00
Median hourly rate % change year-on-year -30.91% -23.61% +37.30%
10th Percentile £10.75 £13.00 £11.25
90th Percentile £46.74 £45.00 £43.00
UK median hourly rate £21.00 £25.00 £23.50
% change year-on-year -16.00% +6.38% +9.05%

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 21 August 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 21 August 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 +8 45 £390 -2.50% 8
Edinburgh - 8 - - 4
Argyll and Bute - 1 £388 -
Multithreading
UK

For the 6 months to 21 August 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 37 (68.52%) Java
2 29 (53.70%) JavaScript
3 25 (46.30%) Agile Software Development
4 23 (42.59%) Spring
4 23 (42.59%) NoSQL
5 21 (38.89%) HTML5
5 21 (38.89%) HTML
6 19 (35.19%) Hibernate
7 18 (33.33%) SOAP
7 18 (33.33%) Test Automation
8 16 (29.63%) MongoDB
8 16 (29.63%) Python
8 16 (29.63%) TDD
9 15 (27.78%) Tomcat
9 15 (27.78%) JBoss
9 15 (27.78%) Redis
9 15 (27.78%) Riak
9 15 (27.78%) Jetty
9 15 (27.78%) AngularJS
9 15 (27.78%) Concurrent Programming
10 14 (25.93%) Couchbase
10 14 (25.93%) Puppet
10 14 (25.93%) Cucumber
10 14 (25.93%) Hadoop
11 13 (24.07%) Scala
11 13 (24.07%) Selenium
11 13 (24.07%) Eclipse
11 13 (24.07%) WebLogic
11 13 (24.07%) Opscode Chef
11 13 (24.07%) 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 15 (27.78%) JBoss
1 15 (27.78%) Jetty
1 15 (27.78%) Tomcat
2 13 (24.07%) WebLogic
3 10 (18.52%) WebSphere
4 7 (12.96%) Elasticsearch
5 3 (5.56%) Apache Spark
6 1 (1.85%) WebLogic Portal
Cloud Services
1 1 (1.85%) Amazon AWS
1 1 (1.85%) GitHub
Communications & Networking
1 9 (16.67%) AMQP
2 1 (1.85%) DMZ
2 1 (1.85%) Network Security
Database & Business Intelligence
1 23 (42.59%) NoSQL
2 16 (29.63%) MongoDB
3 15 (27.78%) Redis
3 15 (27.78%) Riak
4 14 (25.93%) Couchbase
4 14 (25.93%) Hadoop
5 9 (16.67%) Relational Database
6 7 (12.96%) RDBMS
7 6 (11.11%) Big Data
8 5 (9.26%) DB2
8 5 (9.26%) Oracle Database
8 5 (9.26%) Oracle Database 10g
8 5 (9.26%) Oracle Database 11g
9 3 (5.56%) Apache Cassandra
10 2 (3.70%) DataStax
10 2 (3.70%) MySQL
11 1 (1.85%) Neo4j
11 1 (1.85%) OrientDB
Development Applications
1 14 (25.93%) Cucumber
2 13 (24.07%) Eclipse
2 13 (24.07%) Selenium
3 12 (22.22%) FitNesse
4 10 (18.52%) Git (software)
4 10 (18.52%) Vagrant
5 6 (11.11%) Eclipse RCP
5 6 (11.11%) Gradle
5 6 (11.11%) Hudson
5 6 (11.11%) Subversion
6 5 (9.26%) MagicDraw
6 5 (9.26%) Maven
7 3 (5.56%) JIRA
8 2 (3.70%) Bitbucket
8 2 (3.70%) ClearCase
8 2 (3.70%) git-flow
9 1 (1.85%) Mercurial
9 1 (1.85%) Mockito
9 1 (1.85%) NetBeans
General
1 8 (14.81%) Banking
1 8 (14.81%) Investment Banking
2 7 (12.96%) Finance
3 1 (1.85%) Law
3 1 (1.85%) Legal
Job Titles
1 50 (92.59%) Developer
2 29 (53.70%) Java Developer
3 9 (16.67%) C# Developer
3 9 (16.67%) C# WPF Developer
3 9 (16.67%) WPF Developer
4 8 (14.81%) Full Stack Developer
5 7 (12.96%) UI Developer
6 6 (11.11%) Scala Developer
7 5 (9.26%) Software Developer
8 4 (7.41%) Desktop Support
8 4 (7.41%) J2EE Developer
8 4 (7.41%) Java/J2EE Developer
8 4 (7.41%) Oracle Developer
9 3 (5.56%) Big Data Developer
9 3 (5.56%) Java Software Developer
9 3 (5.56%) Python Developer
10 2 (3.70%) Angular Developer
10 2 (3.70%) Java Swing Developer
10 2 (3.70%) JavaScript Developer
10 2 (3.70%) Mac Developer
Libraries, Frameworks & Software Standards
1 23 (42.59%) Spring
2 21 (38.89%) HTML
2 21 (38.89%) HTML5
3 19 (35.19%) Hibernate
4 18 (33.33%) SOAP
5 15 (27.78%) AngularJS
6 12 (22.22%) JPA
7 10 (18.52%) JMS
7 10 (18.52%) RabbitMQ
8 9 (16.67%) Kafka
8 9 (16.67%) TIBCO EMS
8 9 (16.67%) WebSphere MQ
8 9 (16.67%) WPF
8 9 (16.67%) XML
9 7 (12.96%) Akka
9 7 (12.96%) J2EE
9 7 (12.96%) Play Framework
9 7 (12.96%) REST
10 6 (11.11%) JavaFX
10 6 (11.11%) Swing
Miscellaneous
1 6 (11.11%) Analytical Skills
2 1 (1.85%) Enterprise Software
2 1 (1.85%) Fintech
2 1 (1.85%) Foreign Exchange (FX)
2 1 (1.85%) Greenfield Project
2 1 (1.85%) Management Information System
2 1 (1.85%) Mobile App
2 1 (1.85%) PKI
2 1 (1.85%) Self-Motivation
Operating Systems
1 8 (14.81%) Linux
2 7 (12.96%) Unix
2 7 (12.96%) Windows
3 1 (1.85%) Android
Processes & Methodologies
1 25 (46.30%) Agile Software Development
2 18 (33.33%) Test Automation
3 16 (29.63%) TDD
4 15 (27.78%) Concurrent Programming
5 13 (24.07%) Deployment Automation
6 12 (22.22%) Multithreaded Programming
6 12 (22.22%) SDLC
7 11 (20.37%) BDD
7 11 (20.37%) Integration Testing
7 11 (20.37%) UML
8 10 (18.52%) Software Engineering
9 9 (16.67%) DSDM
9 9 (16.67%) Kanban
9 9 (16.67%) OO
9 9 (16.67%) RUP
9 9 (16.67%) Scrum
9 9 (16.67%) System Testing
10 8 (14.81%) Problem-Solving
11 6 (11.11%) Continuous Integration
12 5 (9.26%) Business Analysis
Programming Languages
1 37 (68.52%) Java
2 29 (53.70%) JavaScript
3 16 (29.63%) Python
4 13 (24.07%) Scala
5 11 (20.37%) Bash Shell
5 11 (20.37%) C#
5 11 (20.37%) Ruby
6 5 (9.26%) XAML
7 2 (3.70%) C++
7 2 (3.70%) Java 8
7 2 (3.70%) SQL
Quality Assurance & Compliance
1 9 (16.67%) QA
2 1 (1.85%) COBIT
System Software
1 13 (24.07%) Docker
Systems Management
1 14 (25.93%) Puppet
2 13 (24.07%) Opscode Chef
3 11 (20.37%) Ansible
3 11 (20.37%) Cobbler
4 1 (1.85%) Single Sign-On
Vendors
1 10 (18.52%) TIBCO
2 9 (16.67%) IBM
3 8 (14.81%) Informatica
4 7 (12.96%) Oracle
5 1 (1.85%) Capita