Period
to 23 November 2017

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 23 November 2017 with a comparison to the same period in the previous 2 years.

iMatix ØMQ (0MQ, ZMQ)
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1103 1151 1229
Rank change year-on-year +48 +78 +43
Permanent jobs citing ZeroMQ 86 86 67
As % of all permanent IT jobs advertised in the UK 0.048% 0.045% 0.031%
As % of the Libraries, Frameworks & Software Standards category 0.12% 0.12% 0.081%
Number of salaries quoted 69 91 60
UK median annual salary £60,000 £60,000 £51,250
Median salary % change year-on-year - +17.07% -2.38%
10th Percentile £43,500 £32,500 £36,750
90th Percentile £93,750 £86,250 £71,250
UK excluding London median annual salary £42,500 £39,250 £45,000
% change year-on-year +8.28% -12.78% -6.25%

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 72188 74049 82710
As % of all permanent IT jobs advertised in the UK 40.07% 39.01% 38.03%
Number of salaries quoted 60025 64270 70733
UK median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% +1.12%
10th Percentile £29,750 £28,750 £27,500
90th Percentile £77,500 £76,250 £73,750
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 23 November 2017.

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 23 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +33 79 £61,250 +2.08% 1
London +54 75 £62,500 -7.41% 1
UK excluding London -3 10 £42,500 +8.28%
Scotland -4 6 - -
East of England -15 4 £42,500 -29.17%

For the 6 months to 23 November 2017, IT jobs citing ZeroMQ also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for ZeroMQ.

1 55 (63.95%) Python
2 51 (59.30%) Linux
3 41 (47.67%) PostgreSQL
3 41 (47.67%) Kafka
4 33 (38.37%) Finance
5 31 (36.05%) RabbitMQ
6 29 (33.72%) Degree
7 28 (32.56%) React
8 27 (31.40%) Agile Software Development
9 26 (30.23%) Computer Science
10 25 (29.07%) Software Engineering
10 25 (29.07%) Java
11 24 (27.91%) Mathematics
12 21 (24.42%) C++
12 21 (24.42%) SQL
13 19 (22.09%) C#
13 19 (22.09%) jQuery
13 19 (22.09%) Git (software)
14 18 (20.93%) Ansible
14 18 (20.93%) Haskell
14 18 (20.93%) MySQL
14 18 (20.93%) Apache
15 17 (19.77%) .NET
15 17 (19.77%) JavaScript
15 17 (19.77%) Multithreading
15 17 (19.77%) Microsoft Azure
16 15 (17.44%) Docker
16 15 (17.44%) Go
17 14 (16.28%) Kubernetes
17 14 (16.28%) Amazon AWS

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 18 (20.93%) Apache
2 13 (15.12%) Apache Spark
3 8 (9.30%) Elasticsearch
4 3 (3.49%) Jetty
4 3 (3.49%) MediaWiki
4 3 (3.49%) OpenStack
5 1 (1.16%) Apache Pig
5 1 (1.16%) Apache Solr
5 1 (1.16%) Confluence
Applications
1 4 (4.65%) Microsoft Excel
2 3 (3.49%) Pipeline Pilot
Cloud Services
1 17 (19.77%) Microsoft Azure
2 14 (16.28%) Amazon AWS
3 7 (8.14%) GitHub
4 5 (5.81%) SaaS
Communications & Networking
1 6 (6.98%) AMQP
1 6 (6.98%) DHCP
1 6 (6.98%) DNS
1 6 (6.98%) HTTP
1 6 (6.98%) HTTPS
1 6 (6.98%) Kerberos
1 6 (6.98%) SSH
Database & Business Intelligence
1 41 (47.67%) PostgreSQL
2 18 (20.93%) MySQL
3 13 (15.12%) Apache Hive
3 13 (15.12%) SQL Server
4 12 (13.95%) Apache Cassandra
5 9 (10.47%) MongoDB
5 9 (10.47%) NoSQL
6 7 (8.14%) Redis
7 6 (6.98%) InfluxDB
7 6 (6.98%) SQLite
8 4 (4.65%) Berkeley DB
8 4 (4.65%) Big Data
8 4 (4.65%) Hadoop
9 3 (3.49%) KNIME
10 1 (1.16%) Amazon DynamoDB
10 1 (1.16%) HBase
10 1 (1.16%) RDBMS
10 1 (1.16%) Relational Database
Development Applications
1 19 (22.09%) Git (software)
2 6 (6.98%) Gerrit
2 6 (6.98%) Jenkins
2 6 (6.98%) PHPUnit
2 6 (6.98%) Team Foundation Server
2 6 (6.98%) TeamCity
2 6 (6.98%) Visual Studio
3 3 (3.49%) Bugzilla
3 3 (3.49%) Buildbot
3 3 (3.49%) Eclipse
3 3 (3.49%) FindBugs
3 3 (3.49%) JUnit
3 3 (3.49%) Log4j
3 3 (3.49%) Mercurial
3 3 (3.49%) Mockito
3 3 (3.49%) Phing
3 3 (3.49%) SCons
4 1 (1.16%) JIRA
4 1 (1.16%) Mocha
4 1 (1.16%) NUnit
General
1 33 (38.37%) Finance
2 11 (12.79%) Games
3 10 (11.63%) Front Office
4 6 (6.98%) Electronics
4 6 (6.98%) Manufacturing
4 6 (6.98%) Marketing
4 6 (6.98%) Telecoms
5 2 (2.33%) Banking
5 2 (2.33%) Investment Banking
Job Titles
1 55 (63.95%) Developer
2 35 (40.70%) Python Developer
3 22 (25.58%) Software Engineer
4 16 (18.60%) C# Developer
4 16 (18.60%) Linux Engineer
5 14 (16.28%) Software Developer
6 9 (10.47%) Senior Developer
6 9 (10.47%) Senior Python Developer
7 8 (9.30%) Linux Developer
7 8 (9.30%) PostgreSQL Developer
8 7 (8.14%) Machine Learning Developer
8 7 (8.14%) Senior Software Engineer
9 6 (6.98%) C# WCF Developer
9 6 (6.98%) C++ Software Engineer
9 6 (6.98%) Linux Systems Engineer
9 6 (6.98%) Systems Engineer
9 6 (6.98%) WCF Developer
10 5 (5.81%) GUI Software Engineer
11 4 (4.65%) C# .NET Developer
11 4 (4.65%) Java Developer
Libraries, Frameworks & Software Standards
1 41 (47.67%) Kafka
2 31 (36.05%) RabbitMQ
3 28 (32.56%) React
4 19 (22.09%) jQuery
5 17 (19.77%) .NET
6 13 (15.12%) AngularJS
7 12 (13.95%) JNI
7 12 (13.95%) LAMP
8 11 (12.79%) REST
9 10 (11.63%) ASP.NET Web API
10 9 (10.47%) RESTful
10 9 (10.47%) XML
11 8 (9.30%) WebSockets
12 7 (8.14%) Protocol Buffers
13 6 (6.98%) Angular 2
13 6 (6.98%) Dapper ORM
13 6 (6.98%) Entity Framework
13 6 (6.98%) LINQ to SQL
13 6 (6.98%) Natural Language Processing
13 6 (6.98%) Qt
Miscellaneous
1 26 (30.23%) Computer Science
2 14 (16.28%) Derivative
2 14 (16.28%) Fixed Income
3 12 (13.95%) Hedge funds
3 12 (13.95%) Interest Rate Derivative
4 10 (11.63%) Fintech
5 7 (8.14%) Greenfield Project
6 6 (6.98%) Online Games
6 6 (6.98%) SWIFT
7 3 (3.49%) Grid Computing
7 3 (3.49%) Life Science
8 2 (2.33%) Algorithms
8 2 (2.33%) User Experience
9 1 (1.16%) Analytical Skills
9 1 (1.16%) Blog
9 1 (1.16%) Spread Betting
Operating Systems
1 51 (59.30%) Linux
2 9 (10.47%) Red Hat Enterprise Linux
3 8 (9.30%) Unix
4 6 (6.98%) CentOS
4 6 (6.98%) Windows
5 4 (4.65%) openSUSE
5 4 (4.65%) SUSE
Processes & Methodologies
1 27 (31.40%) Agile Software Development
2 25 (29.07%) Software Engineering
3 24 (27.91%) Mathematics
4 17 (19.77%) Multithreading
5 14 (16.28%) TDD
6 13 (15.12%) DevOps
6 13 (15.12%) Low Latency
6 13 (15.12%) Machine Learning
7 12 (13.95%) Continuous Integration
8 10 (11.63%) OO
9 9 (10.47%) Physics
9 9 (10.47%) Scrum
10 7 (8.14%) E-Commerce
10 7 (8.14%) Microservices
10 7 (8.14%) Unit Testing
11 6 (6.98%) Asynchronous Programming
11 6 (6.98%) Automated Trading
11 6 (6.98%) BDD
11 6 (6.98%) High-Frequency Trading
11 6 (6.98%) Infrastructure Management
Programming Languages
1 55 (63.95%) Python
2 25 (29.07%) Java
3 21 (24.42%) C++
3 21 (24.42%) SQL
4 19 (22.09%) C#
5 18 (20.93%) Haskell
6 17 (19.77%) JavaScript
7 15 (17.44%) Go
8 12 (13.95%) Bash Shell
9 11 (12.79%) Ruby
10 9 (10.47%) Perl
11 8 (9.30%) PHP
12 6 (6.98%) XAML
13 4 (4.65%) VBA
14 3 (3.49%) Scala
15 1 (1.16%) C
Qualifications
1 29 (33.72%) Degree
2 9 (10.47%) Computer Science Degree
3 3 (3.49%) Postgraduate
4 2 (2.33%) PhD
Quality Assurance & Compliance
1 5 (5.81%) ISO/IEC 27001
1 5 (5.81%) PCI DSS
2 3 (3.49%) DICOM
2 3 (3.49%) HL7
System Software
1 15 (17.44%) Docker
2 6 (6.98%) LXC
3 2 (2.33%) HDFS
4 1 (1.16%) GPFS
4 1 (1.16%) NFS
Systems Management
1 18 (20.93%) Ansible
2 14 (16.28%) Kubernetes
3 9 (10.47%) Opscode Chef
4 7 (8.14%) Puppet
5 6 (6.98%) CFEngine
5 6 (6.98%) Cobbler
5 6 (6.98%) collectd
5 6 (6.98%) Graphite
5 6 (6.98%) Nagios
5 6 (6.98%) rkt
5 6 (6.98%) yum
6 4 (4.65%) Grafana
7 1 (1.16%) Salt
Vendors
1 10 (11.63%) Microsoft
2 7 (8.14%) TIBCO
3 6 (6.98%) Dell
3 6 (6.98%) Google
3 6 (6.98%) HP
3 6 (6.98%) Red Hat
3 6 (6.98%) SAP
3 6 (6.98%) Solace
3 6 (6.98%) SolarWinds
4 3 (3.49%) Oracle
4 3 (3.49%) SaltStack