Period
to 22 October 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 22 October 2017 with a comparison to the same period in the previous 2 years.

iMatix ØMQ (0MQ, ZMQ)
UK
6 months to
22 Oct 2017
Same period 2016 Same period 2015
Rank 1092 1157 1240
Rank change year-on-year +65 +83 +15
Permanent jobs citing ZeroMQ 92 90 63
As % of all permanent IT jobs advertised in the UK 0.053% 0.047% 0.029%
As % of the Libraries, Frameworks & Software Standards category 0.13% 0.12% 0.076%
Number of salaries quoted 71 90 56
UK median annual salary £62,500 £60,000 £51,250
Median salary % change year-on-year +4.17% +17.07% -6.82%
10th Percentile £43,750 £36,250 £36,750
90th Percentile £93,750 £78,750 £71,250
UK excluding London median annual salary £40,000 £55,000 £45,000
% change year-on-year -27.27% +22.22% -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 70006 73765 82849
As % of all permanent IT jobs advertised in the UK 40.17% 38.89% 37.89%
Number of salaries quoted 57934 63958 70877
UK 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 £77,500 £76,250 £73,750
UK excluding London median annual salary £42,500 £41,500 £40,000
% change year-on-year +2.41% +3.75% -

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 22 October 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 22 October 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 +52 85 £62,500 +4.17% 4
London +70 82 £62,500 -7.41% 3
UK excluding London -11 9 £40,000 -27.27% 2
Scotland -11 6 - - 1
East of England -11 3 £40,000 -33.33% 1

For the 6 months to 22 October 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 47 (51.09%) Python
2 45 (48.91%) Finance
3 44 (47.83%) Kafka
4 43 (46.74%) RabbitMQ
5 40 (43.48%) Linux
6 33 (35.87%) PostgreSQL
6 33 (35.87%) Agile Software Development
7 30 (32.61%) SQL
8 29 (31.52%) Java
8 29 (31.52%) Degree
9 28 (30.43%) Computer Science
9 28 (30.43%) C#
10 27 (29.35%) Microsoft Azure
11 26 (28.26%) Multithreading
11 26 (28.26%) .NET
12 23 (25.00%) Software Engineering
12 23 (25.00%) SQL Server
12 23 (25.00%) Low Latency
12 23 (25.00%) React
13 22 (23.91%) Redis
13 22 (23.91%) C++
13 22 (23.91%) Mathematics
14 21 (22.83%) Games
15 20 (21.74%) JavaScript
15 20 (21.74%) Amazon AWS
15 20 (21.74%) ASP.NET Web API
15 20 (21.74%) Docker
16 19 (20.65%) TDD
17 18 (19.57%) MySQL
17 18 (19.57%) E-Commerce

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 16 (17.39%) Apache
2 13 (14.13%) Apache Spark
3 9 (9.78%) Elasticsearch
4 3 (3.26%) CMS
4 3 (3.26%) Jetty
4 3 (3.26%) MediaWiki
4 3 (3.26%) OpenStack
5 1 (1.09%) Apache Pig
5 1 (1.09%) Apache Solr
5 1 (1.09%) nginx
Applications
1 4 (4.35%) Microsoft Excel
2 3 (3.26%) Pipeline Pilot
Cloud Services
1 27 (29.35%) Microsoft Azure
2 20 (21.74%) Amazon AWS
3 7 (7.61%) GitHub
4 6 (6.52%) SaaS
5 4 (4.35%) AWS CloudFormation
Communications & Networking
1 9 (9.78%) AMQP
1 9 (9.78%) DNS
1 9 (9.78%) HTTP
2 6 (6.52%) DHCP
2 6 (6.52%) HTTPS
2 6 (6.52%) Kerberos
2 6 (6.52%) SSH
3 3 (3.26%) Internet
Database & Business Intelligence
1 33 (35.87%) PostgreSQL
2 23 (25.00%) SQL Server
3 22 (23.91%) Redis
4 18 (19.57%) MySQL
5 14 (15.22%) NoSQL
6 13 (14.13%) Apache Hive
7 12 (13.04%) Apache Cassandra
8 11 (11.96%) MongoDB
9 6 (6.52%) Big Data
9 6 (6.52%) InfluxDB
9 6 (6.52%) SQLite
10 4 (4.35%) Berkeley DB
10 4 (4.35%) Hadoop
11 3 (3.26%) KNIME
12 1 (1.09%) Amazon DynamoDB
12 1 (1.09%) HBase
12 1 (1.09%) RDBMS
12 1 (1.09%) Relational Database
Development Applications
1 18 (19.57%) Git (software)
2 17 (18.48%) Team Foundation Server
2 17 (18.48%) Visual Studio
3 6 (6.52%) Gerrit
3 6 (6.52%) Jenkins
3 6 (6.52%) TeamCity
4 4 (4.35%) PHPUnit
5 3 (3.26%) Bugzilla
5 3 (3.26%) Buildbot
5 3 (3.26%) Eclipse
5 3 (3.26%) FindBugs
5 3 (3.26%) JUnit
5 3 (3.26%) Log4j
5 3 (3.26%) Mercurial
5 3 (3.26%) Mockito
5 3 (3.26%) SCons
6 1 (1.09%) JIRA
6 1 (1.09%) Mocha
6 1 (1.09%) Phing
6 1 (1.09%) Vagrant
General
1 45 (48.91%) Finance
2 21 (22.83%) Games
3 17 (18.48%) Electronics
3 17 (18.48%) Manufacturing
3 17 (18.48%) Marketing
3 17 (18.48%) Telecoms
4 10 (10.87%) Front Office
5 4 (4.35%) Banking
5 4 (4.35%) Investment Banking
Job Titles
1 60 (65.22%) Developer
2 30 (32.61%) Python Developer
3 25 (27.17%) C# Developer
4 18 (19.57%) Software Engineer
5 17 (18.48%) C# WCF Developer
5 17 (18.48%) WCF Developer
6 14 (15.22%) Linux Engineer
7 9 (9.78%) Senior Developer
7 9 (9.78%) Senior Python Developer
8 7 (7.61%) Full Stack Developer
8 7 (7.61%) Machine Learning Developer
9 6 (6.52%) C++ Software Engineer
9 6 (6.52%) Java Developer
9 6 (6.52%) Linux Developer
9 6 (6.52%) Linux Systems Engineer
9 6 (6.52%) PostgreSQL Developer
9 6 (6.52%) Software Developer
9 6 (6.52%) Systems Engineer
10 5 (5.43%) GUI Software Engineer
10 5 (5.43%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 44 (47.83%) Kafka
2 43 (46.74%) RabbitMQ
3 26 (28.26%) .NET
4 23 (25.00%) React
5 20 (21.74%) ASP.NET Web API
6 17 (18.48%) Dapper ORM
6 17 (18.48%) Entity Framework
6 17 (18.48%) LINQ
6 17 (18.48%) LINQ to SQL
6 17 (18.48%) WCF
6 17 (18.48%) WPF
7 15 (16.30%) AngularJS
7 15 (16.30%) jQuery
8 13 (14.13%) REST
9 11 (11.96%) RESTful
10 10 (10.87%) JNI
10 10 (10.87%) LAMP
11 9 (9.78%) XML
12 8 (8.70%) Angular 2
13 7 (7.61%) Protocol Buffers
Miscellaneous
1 28 (30.43%) Computer Science
2 17 (18.48%) Online Games
3 14 (15.22%) Derivative
3 14 (15.22%) Fixed Income
4 12 (13.04%) Hedge funds
5 10 (10.87%) Interest Rate Derivative
6 9 (9.78%) Fintech
6 9 (9.78%) Greenfield Project
7 6 (6.52%) Algorithms
7 6 (6.52%) SWIFT
8 4 (4.35%) Data Structures
9 3 (3.26%) Grid Computing
9 3 (3.26%) Life Science
10 2 (2.17%) Public Cloud
11 1 (1.09%) Analytical Skills
11 1 (1.09%) Blog
Operating Systems
1 40 (43.48%) Linux
2 17 (18.48%) Windows
3 9 (9.78%) Red Hat Enterprise Linux
4 8 (8.70%) Unix
5 6 (6.52%) CentOS
6 4 (4.35%) openSUSE
6 4 (4.35%) SUSE
Processes & Methodologies
1 33 (35.87%) Agile Software Development
2 26 (28.26%) Multithreading
3 23 (25.00%) Low Latency
3 23 (25.00%) Software Engineering
4 22 (23.91%) Mathematics
5 19 (20.65%) TDD
6 18 (19.57%) E-Commerce
7 17 (18.48%) Business Intelligence
7 17 (18.48%) DevOps
7 17 (18.48%) Digital Marketing
7 17 (18.48%) Machine Learning
7 17 (18.48%) Programme Management
8 12 (13.04%) Continuous Integration
8 12 (13.04%) Microservices
9 10 (10.87%) OO
9 10 (10.87%) Scrum
10 9 (9.78%) Physics
11 7 (7.61%) Creative Thinking
12 6 (6.52%) Asynchronous Programming
12 6 (6.52%) Automated Trading
Programming Languages
1 47 (51.09%) Python
2 30 (32.61%) SQL
3 29 (31.52%) Java
4 28 (30.43%) C#
5 22 (23.91%) C++
6 20 (21.74%) JavaScript
7 17 (18.48%) XAML
8 12 (13.04%) Go
9 10 (10.87%) Bash Shell
10 9 (9.78%) Haskell
10 9 (9.78%) Ruby
11 7 (7.61%) Perl
11 7 (7.61%) PHP
12 5 (5.43%) Scala
13 4 (4.35%) VBA
14 1 (1.09%) C
Qualifications
1 29 (31.52%) Degree
2 9 (9.78%) Computer Science Degree
3 3 (3.26%) Postgraduate
4 2 (2.17%) PhD
Quality Assurance & Compliance
1 3 (3.26%) DICOM
1 3 (3.26%) HL7
1 3 (3.26%) ISO/IEC 27001
1 3 (3.26%) PCI DSS
System Software
1 20 (21.74%) Docker
2 6 (6.52%) LXC
3 4 (4.35%) Apache ZooKeeper
3 4 (4.35%) etcd
3 4 (4.35%) HDFS
3 4 (4.35%) Varnish
4 1 (1.09%) GPFS
4 1 (1.09%) NFS
Systems Management
1 18 (19.57%) Ansible
2 14 (15.22%) Kubernetes
3 13 (14.13%) Opscode Chef
4 8 (8.70%) Graphite
5 7 (7.61%) Puppet
6 6 (6.52%) CFEngine
6 6 (6.52%) Cobbler
6 6 (6.52%) collectd
6 6 (6.52%) Nagios
6 6 (6.52%) rkt
6 6 (6.52%) yum
7 4 (4.35%) Consul
7 4 (4.35%) Grafana
7 4 (4.35%) Terraform
8 3 (3.26%) MOM
9 1 (1.09%) HAProxy
9 1 (1.09%) Salt
Vendors
1 17 (18.48%) SAP
2 8 (8.70%) Google
2 8 (8.70%) Microsoft
3 6 (6.52%) Dell
3 6 (6.52%) HP
3 6 (6.52%) Red Hat
3 6 (6.52%) Solace
3 6 (6.52%) SolarWinds
3 6 (6.52%) TIBCO
4 3 (3.26%) Oracle
4 3 (3.26%) SaltStack