Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England 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 17 November 2017 with a comparison to the same period in the previous 2 years.

iMatix ØMQ (0MQ, ZMQ)
UK > England
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 1072 1133 1214
Rank change year-on-year +61 +81 +43
Permanent jobs citing ZeroMQ 79 79 64
As % of all permanent IT jobs advertised in England 0.047% 0.044% 0.031%
As % of the Libraries, Frameworks & Software Standards category 0.12% 0.11% 0.081%
Number of salaries quoted 68 84 57
England median annual salary £61,250 £60,000 £50,000
Median salary % change year-on-year +2.08% +20.00% -4.76%
10th Percentile £43,375 £32,500 £36,750
90th Percentile £93,750 £84,000 £70,500
UK median annual salary £60,000 £60,000 £50,000
% change year-on-year - +20.00% -4.76%

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 advertised in England with a requirement for technical specification, industry standards, software libraries and framework skills.

All Software Libraries and Frameworks
England
Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 67977 70054 78766
As % of all permanent IT jobs advertised in England 40.25% 39.04% 38.18%
Number of salaries quoted 56921 61279 67934
England median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,750 £28,750 £27,500
90th Percentile £78,000 £77,500 £75,000
UK median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% +1.12%

ZeroMQ
Job Vacancy Trend in England

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

Job vacancy trend for ZeroMQ in England

ZeroMQ
Salary Trend in England

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

Salary trend for ZeroMQ in England

ZeroMQ
Salary Histogram in England

The salary distribution of IT jobs citing ZeroMQ in England over the 6 months to 17 November 2017.

Salary histogram for ZeroMQ in England

ZeroMQ
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ZeroMQ within the England region over the 6 months to 17 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
London +65 75 £62,500 -7.41% 1
East of England -14 4 £42,500 -29.17%
ZeroMQ
UK

For the 6 months to 17 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 across the England region with a requirement for ZeroMQ.

1 52 (65.82%) Python
2 42 (53.16%) Linux
3 41 (51.90%) Kafka
4 35 (44.30%) Finance
5 33 (41.77%) PostgreSQL
5 33 (41.77%) RabbitMQ
6 26 (32.91%) React
7 23 (29.11%) Degree
7 23 (29.11%) SQL
8 21 (26.58%) Agile Software Development
9 20 (25.32%) Computer Science
9 20 (25.32%) C#
10 19 (24.05%) .NET
10 19 (24.05%) Multithreading
11 18 (22.78%) Mathematics
11 18 (22.78%) Software Engineering
11 18 (22.78%) MySQL
11 18 (22.78%) Java
11 18 (22.78%) Apache
11 18 (22.78%) Ansible
11 18 (22.78%) Microsoft Azure
12 17 (21.52%) jQuery
13 16 (20.25%) Haskell
13 16 (20.25%) JavaScript
14 15 (18.99%) SQL Server
14 15 (18.99%) Low Latency
15 14 (17.72%) Go
15 14 (17.72%) Docker
15 14 (17.72%) C++
15 14 (17.72%) Derivative

ZeroMQ
Co-occurring IT Skills in England 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 (22.78%) Apache
2 13 (16.46%) Apache Spark
3 7 (8.86%) Elasticsearch
4 3 (3.80%) Jetty
4 3 (3.80%) MediaWiki
4 3 (3.80%) OpenStack
5 1 (1.27%) Apache Solr
5 1 (1.27%) Confluence
Applications
1 4 (5.06%) Microsoft Excel
2 3 (3.80%) Pipeline Pilot
Cloud Services
1 18 (22.78%) Microsoft Azure
2 13 (16.46%) Amazon AWS
3 7 (8.86%) GitHub
4 5 (6.33%) SaaS
Communications & Networking
1 6 (7.59%) DHCP
1 6 (7.59%) DNS
1 6 (7.59%) HTTP
1 6 (7.59%) HTTPS
1 6 (7.59%) Kerberos
1 6 (7.59%) SSH
Database & Business Intelligence
1 33 (41.77%) PostgreSQL
2 18 (22.78%) MySQL
3 15 (18.99%) SQL Server
4 12 (15.19%) Apache Cassandra
4 12 (15.19%) Apache Hive
5 9 (11.39%) Redis
6 8 (10.13%) MongoDB
6 8 (10.13%) NoSQL
7 6 (7.59%) InfluxDB
7 6 (7.59%) SQLite
8 4 (5.06%) Berkeley DB
9 3 (3.80%) Big Data
9 3 (3.80%) Hadoop
9 3 (3.80%) KNIME
Development Applications
1 13 (16.46%) Git (software)
2 8 (10.13%) Team Foundation Server
2 8 (10.13%) Visual Studio
3 6 (7.59%) Gerrit
3 6 (7.59%) Jenkins
3 6 (7.59%) PHPUnit
3 6 (7.59%) TeamCity
4 3 (3.80%) Bugzilla
4 3 (3.80%) Buildbot
4 3 (3.80%) Eclipse
4 3 (3.80%) FindBugs
4 3 (3.80%) JUnit
4 3 (3.80%) Log4j
4 3 (3.80%) Mercurial
4 3 (3.80%) Mockito
4 3 (3.80%) Phing
4 3 (3.80%) SCons
5 1 (1.27%) JIRA
5 1 (1.27%) NUnit
5 1 (1.27%) Vagrant
General
1 35 (44.30%) Finance
2 11 (13.92%) Games
3 10 (12.66%) Front Office
4 8 (10.13%) Electronics
4 8 (10.13%) Manufacturing
4 8 (10.13%) Marketing
4 8 (10.13%) Telecoms
5 2 (2.53%) Banking
5 2 (2.53%) Investment Banking
Job Titles
1 55 (69.62%) Developer
2 35 (44.30%) Python Developer
3 18 (22.78%) C# Developer
4 15 (18.99%) Software Engineer
5 12 (15.19%) Software Developer
6 10 (12.66%) Linux Engineer
7 9 (11.39%) Senior Developer
7 9 (11.39%) Senior Python Developer
8 8 (10.13%) C# WCF Developer
8 8 (10.13%) Linux Developer
8 8 (10.13%) PostgreSQL Developer
8 8 (10.13%) WCF Developer
9 7 (8.86%) Machine Learning Developer
9 7 (8.86%) Senior Software Engineer
10 6 (7.59%) Linux Systems Engineer
10 6 (7.59%) Systems Engineer
11 4 (5.06%) .NET Developer
11 4 (5.06%) C# .NET Developer
11 4 (5.06%) Java Developer
12 3 (3.80%) PHP Developer
Libraries, Frameworks & Software Standards
1 41 (51.90%) Kafka
2 33 (41.77%) RabbitMQ
3 26 (32.91%) React
4 19 (24.05%) .NET
5 17 (21.52%) jQuery
6 12 (15.19%) AngularJS
6 12 (15.19%) ASP.NET Web API
6 12 (15.19%) JNI
6 12 (15.19%) LAMP
7 8 (10.13%) Dapper ORM
7 8 (10.13%) Entity Framework
7 8 (10.13%) LINQ
7 8 (10.13%) LINQ to SQL
7 8 (10.13%) RESTful
7 8 (10.13%) WCF
7 8 (10.13%) WebSockets
7 8 (10.13%) WPF
8 7 (8.86%) Protocol Buffers
9 6 (7.59%) LAPP Stack
9 6 (7.59%) Natural Language Processing
Miscellaneous
1 20 (25.32%) Computer Science
2 14 (17.72%) Derivative
2 14 (17.72%) Fixed Income
3 12 (15.19%) Hedge funds
3 12 (15.19%) Interest Rate Derivative
4 10 (12.66%) Fintech
5 8 (10.13%) Online Games
6 7 (8.86%) Greenfield Project
7 6 (7.59%) SWIFT
8 3 (3.80%) Grid Computing
8 3 (3.80%) Life Science
9 2 (2.53%) Algorithms
9 2 (2.53%) User Experience
10 1 (1.27%) Analytical Skills
10 1 (1.27%) Blog
10 1 (1.27%) Spread Betting
Operating Systems
1 42 (53.16%) Linux
2 9 (11.39%) Red Hat Enterprise Linux
3 8 (10.13%) Windows
4 7 (8.86%) Unix
5 6 (7.59%) CentOS
6 4 (5.06%) openSUSE
6 4 (5.06%) SUSE
Processes & Methodologies
1 21 (26.58%) Agile Software Development
2 19 (24.05%) Multithreading
3 18 (22.78%) Mathematics
3 18 (22.78%) Software Engineering
4 15 (18.99%) Low Latency
5 14 (17.72%) TDD
6 13 (16.46%) DevOps
6 13 (16.46%) Machine Learning
7 12 (15.19%) Continuous Integration
8 9 (11.39%) E-Commerce
8 9 (11.39%) Physics
9 8 (10.13%) Business Intelligence
9 8 (10.13%) Digital Marketing
9 8 (10.13%) Programme Management
10 7 (8.86%) Microservices
10 7 (8.86%) Unit Testing
11 6 (7.59%) Asynchronous Programming
11 6 (7.59%) Automated Trading
11 6 (7.59%) High-Frequency Trading
11 6 (7.59%) Infrastructure Management
Programming Languages
1 52 (65.82%) Python
2 23 (29.11%) SQL
3 20 (25.32%) C#
4 18 (22.78%) Java
5 16 (20.25%) Haskell
5 16 (20.25%) JavaScript
6 14 (17.72%) C++
6 14 (17.72%) Go
7 12 (15.19%) Bash Shell
8 11 (13.92%) Ruby
9 9 (11.39%) Perl
10 8 (10.13%) XAML
11 7 (8.86%) PHP
12 4 (5.06%) VBA
13 2 (2.53%) Scala
14 1 (1.27%) C
Qualifications
1 23 (29.11%) Degree
2 3 (3.80%) Computer Science Degree
2 3 (3.80%) Postgraduate
3 2 (2.53%) PhD
Quality Assurance & Compliance
1 5 (6.33%) ISO/IEC 27001
1 5 (6.33%) PCI DSS
2 3 (3.80%) DICOM
2 3 (3.80%) HL7
System Software
1 14 (17.72%) Docker
2 6 (7.59%) LXC
3 2 (2.53%) HDFS
4 1 (1.27%) GPFS
4 1 (1.27%) NFS
Systems Management
1 18 (22.78%) Ansible
2 13 (16.46%) Kubernetes
3 9 (11.39%) Opscode Chef
4 7 (8.86%) Puppet
5 6 (7.59%) CFEngine
5 6 (7.59%) Cobbler
5 6 (7.59%) collectd
5 6 (7.59%) Graphite
5 6 (7.59%) Nagios
5 6 (7.59%) rkt
5 6 (7.59%) yum
6 4 (5.06%) Grafana
7 1 (1.27%) Salt
Vendors
1 10 (12.66%) Microsoft
2 8 (10.13%) SAP
3 7 (8.86%) TIBCO
4 6 (7.59%) Dell
4 6 (7.59%) Google
4 6 (7.59%) HP
4 6 (7.59%) Red Hat
4 6 (7.59%) Solace
4 6 (7.59%) SolarWinds
5 3 (3.80%) Oracle
5 3 (3.80%) SaltStack