Period
to 24 February 2018

The following table provides summary statistics for permanent job vacancies with a requirement for ZeroMQ skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ZeroMQ over the 6 months to 24 February 2018 with a comparison to the same period in the previous 2 years.

iMatix ØMQ (0MQ, ZMQ)
UK
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 1119 1079 1187
Rank change year-on-year -40 +108 +82
Permanent jobs citing ZeroMQ 53 93 117
As % of all permanent IT jobs advertised in the UK 0.030% 0.053% 0.055%
As % of the Libraries, Frameworks & Software Standards category 0.074% 0.13% 0.14%
Number of salaries quoted 44 103 111
UK median annual salary £55,000 £47,500 £55,000
Median salary % change year-on-year +15.79% -13.64% +14.58%
10th Percentile £42,500 £32,500 £37,500
90th Percentile £78,375 £82,750 £67,500
UK excluding London median annual salary £60,000 £37,500 £50,000
% change year-on-year +60.00% -25.00% +4.17%

ZeroMQ is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
UK
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 71,359 69,455 81,372
As % of all permanent IT jobs advertised in the UK 40.74% 39.54% 38.55%
Number of salaries quoted 60,296 59,787 69,786
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £30,000 £29,000 £28,000
90th Percentile £78,750 £76,250 £75,000
UK excluding London median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

ZeroMQ
Job Vacancy Trend

Job postings citing ZeroMQ as a percentage of all IT jobs advertised.

Job vacancy trend for ZeroMQ in the UK

ZeroMQ
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ZeroMQ.

Salary trend for ZeroMQ in the UK

ZeroMQ
Salary Histogram

The salary distribution of IT jobs citing ZeroMQ over the 6 months to 24 February 2018.

Salary histogram for ZeroMQ in the UK

ZeroMQ
Top 5 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ZeroMQ within the UK over the 6 months to 24 February 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -36 50 £55,000 +12.82% 5
London 0 49 £55,000 -15.38% 5
UK excluding London -48 3 £60,000 +60.00%
Scotland -28 2 - -
East of England -22 1 £60,000 +71.43%

For the 6 months to 24 February 2018, IT jobs citing ZeroMQ also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for ZeroMQ.

1 38 (71.70%) Python
2 30 (56.60%) Linux
3 24 (45.28%) PostgreSQL
4 23 (43.40%) RabbitMQ
5 21 (39.62%) React
6 19 (35.85%) Kafka
6 19 (35.85%) jQuery
7 18 (33.96%) Haskell
7 18 (33.96%) Multithreading
7 18 (33.96%) Finance
7 18 (33.96%) C#
8 16 (30.19%) Agile Software Development
9 15 (28.30%) SQL
9 15 (28.30%) Mathematics
9 15 (28.30%) Computer Science
9 15 (28.30%) Microsoft Azure
9 15 (28.30%) Amazon AWS
10 14 (26.42%) Git (software)
10 14 (26.42%) .NET
10 14 (26.42%) MySQL
10 14 (26.42%) Go
10 14 (26.42%) Fintech
11 13 (24.53%) SQL Server
12 12 (22.64%) Microsoft
13 11 (20.75%) Unit Testing
14 10 (18.87%) Degree
14 10 (18.87%) Software Engineering
14 10 (18.87%) C++
14 10 (18.87%) JavaScript
14 10 (18.87%) Unix

ZeroMQ
Co-occurring IT Skills 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 9 (16.98%) Apache
2 5 (9.43%) Apache Spark
3 2 (3.77%) Confluence
3 2 (3.77%) Elasticsearch
4 1 (1.89%) Apache Pig
4 1 (1.89%) Apache Solr
Cloud Services
1 15 (28.30%) Amazon AWS
1 15 (28.30%) Microsoft Azure
2 3 (5.66%) SaaS
3 2 (3.77%) GitHub
4 1 (1.89%) Cloud Computing
4 1 (1.89%) DigitalOcean
4 1 (1.89%) Google Cloud Platform
4 1 (1.89%) Google Compute Engine
Communications & Networking
1 2 (3.77%) AMQP
2 1 (1.89%) HTTP
2 1 (1.89%) Internet
Database & Business Intelligence
1 24 (45.28%) PostgreSQL
2 14 (26.42%) MySQL
3 13 (24.53%) SQL Server
4 9 (16.98%) NoSQL
5 6 (11.32%) Apache Hive
5 6 (11.32%) MongoDB
6 5 (9.43%) Apache Cassandra
7 4 (7.55%) Redis
8 2 (3.77%) Blockchain
9 1 (1.89%) Amazon DynamoDB
9 1 (1.89%) Big Data
9 1 (1.89%) Hadoop
9 1 (1.89%) HBase
9 1 (1.89%) RDBMS
9 1 (1.89%) Relational Database
9 1 (1.89%) SQLite
Development Applications
1 14 (26.42%) Git (software)
2 4 (7.55%) PHPUnit
3 3 (5.66%) JIRA
3 3 (5.66%) Phing
4 2 (3.77%) NUnit
4 2 (3.77%) Team Foundation Server
4 2 (3.77%) Visual Studio
5 1 (1.89%) Mocha
5 1 (1.89%) Vagrant
General
1 18 (33.96%) Finance
2 7 (13.21%) Games
3 5 (9.43%) Front Office
4 2 (3.77%) Electronics
4 2 (3.77%) Manufacturing
4 2 (3.77%) Marketing
4 2 (3.77%) Telecoms
Job Titles
1 43 (81.13%) Developer
2 27 (50.94%) Python Developer
3 14 (26.42%) C# Developer
4 13 (24.53%) Software Developer
5 12 (22.64%) Software Engineer
6 7 (13.21%) Linux Developer
6 7 (13.21%) PostgreSQL Developer
6 7 (13.21%) Senior Developer
7 5 (9.43%) .NET Developer
7 5 (9.43%) C# .NET Developer
7 5 (9.43%) Linux Engineer
7 5 (9.43%) Senior Python Developer
7 5 (9.43%) Senior Software Engineer
8 4 (7.55%) PHP Developer
8 4 (7.55%) Python Software Engineer
8 4 (7.55%) React Developer
8 4 (7.55%) Senior C# Developer
9 3 (5.66%) Developer/Software Engineer
9 3 (5.66%) Mid-Level C# Developer
10 2 (3.77%) GUI Software Engineer
Libraries, Frameworks & Software Standards
1 23 (43.40%) RabbitMQ
2 21 (39.62%) React
3 19 (35.85%) jQuery
3 19 (35.85%) Kafka
4 14 (26.42%) .NET
5 9 (16.98%) RESTful
5 9 (16.98%) WebSockets
6 7 (13.21%) AngularJS
7 6 (11.32%) ASP.NET Web API
7 6 (11.32%) FIX Protocol
8 5 (9.43%) JNI
8 5 (9.43%) KnockoutJS
8 5 (9.43%) REST
9 4 (7.55%) ASP.NET
9 4 (7.55%) ASP.NET MVC
9 4 (7.55%) LAMP
10 3 (5.66%) TIBCO EMS
11 2 (3.77%) SOAP
11 2 (3.77%) WCF
11 2 (3.77%) WPF
Miscellaneous
1 15 (28.30%) Computer Science
2 14 (26.42%) Fintech
3 7 (13.21%) Greenfield Project
4 6 (11.32%) SWIFT
5 5 (9.43%) Derivative
5 5 (9.43%) Fixed Income
5 5 (9.43%) Interest Rate Derivative
6 4 (7.55%) Hedge funds
7 3 (5.66%) User Experience
8 2 (3.77%) Algorithms
8 2 (3.77%) Analytical Skills
8 2 (3.77%) Online Games
8 2 (3.77%) Spread Betting
9 1 (1.89%) Blog
9 1 (1.89%) Digital Media
9 1 (1.89%) Social Media
Operating Systems
1 30 (56.60%) Linux
2 10 (18.87%) Unix
3 2 (3.77%) Windows
Processes & Methodologies
1 18 (33.96%) Multithreading
2 16 (30.19%) Agile Software Development
3 15 (28.30%) Mathematics
4 11 (20.75%) Unit Testing
5 10 (18.87%) Software Engineering
6 9 (16.98%) Physics
7 8 (15.09%) Asynchronous Programming
7 8 (15.09%) OO
8 7 (13.21%) DevOps
9 5 (9.43%) Low Latency
9 5 (9.43%) Multithreaded Programming
9 5 (9.43%) MVC
9 5 (9.43%) Scrum
10 4 (7.55%) Automated Trading
10 4 (7.55%) BDD
10 4 (7.55%) Data Migration
10 4 (7.55%) High-Frequency Trading
10 4 (7.55%) Migration
10 4 (7.55%) Quantitative Research
10 4 (7.55%) TDD
Programming Languages
1 38 (71.70%) Python
2 18 (33.96%) C#
2 18 (33.96%) Haskell
3 15 (28.30%) SQL
4 14 (26.42%) Go
5 10 (18.87%) C++
5 10 (18.87%) JavaScript
6 8 (15.09%) Java
7 6 (11.32%) PHP
8 4 (7.55%) Bash Shell
8 4 (7.55%) Ruby
9 3 (5.66%) Perl
10 2 (3.77%) XAML
11 1 (1.89%) ES6
11 1 (1.89%) Scala
Qualifications
1 10 (18.87%) Degree
2 5 (9.43%) Computer Science Degree
Quality Assurance & Compliance
1 3 (5.66%) ISO/IEC 27001
1 3 (5.66%) PCI DSS
2 1 (1.89%) DICOM
2 1 (1.89%) HL7
System Software
1 10 (18.87%) Docker
Systems Management
1 9 (16.98%) Ansible
2 3 (5.66%) Kubernetes
3 1 (1.89%) Opscode Chef
3 1 (1.89%) Puppet
3 1 (1.89%) Salt
Vendors
1 12 (22.64%) Microsoft
2 3 (5.66%) TIBCO
3 2 (3.77%) SaltStack
3 2 (3.77%) SAP
4 1 (1.89%) Google