Period
to 21 August 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 21 August 2017 with a comparison to the same period in the previous 2 years.

iMatix ØMQ (0MQ, ZMQ)
UK
6 months to
21 Aug 2017
Same period 2016 Same period 2015
Rank 1083 1157 1258
Rank change year-on-year +74 +101 +39
Permanent jobs citing ZeroMQ 104 102 43
As % of all permanent IT jobs advertised in the UK 0.059% 0.052% 0.020%
As % of the Libraries, Frameworks & Software Standards category 0.15% 0.13% 0.052%
Number of salaries quoted 81 95 35
UK median annual salary £52,500 £60,000 £52,500
Median salary % change year-on-year -12.50% +14.29% -12.50%
10th Percentile £37,500 £36,250 £37,500
90th Percentile £93,750 £78,750 £77,250
UK excluding London median annual salary £40,000 £60,000 £42,500
% change year-on-year -33.33% +41.18% -5.56%

ZeroMQ is in the industry standards, technical specifications and software library and framework skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills.

Software Library & Framework Skills
UK
Permanent job vacancies with a requirement for industry standards, technical specifications and software library and framework skills 71321 76425 82669
As % of all permanent IT job vacancies advertised in the UK 40.52% 38.78% 37.87%
Number of salaries quoted 59279 66362 70509
UK median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% +3.45%
10th Percentile £29,000 £28,750 £27,500
90th Percentile £77,500 £75,000 £72,500
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 21 August 2017.

Salary histogram for ZeroMQ in the UK

ZeroMQ
Top 6 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 21 August 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 +92 101 £52,500 -12.50% 4
London +127 92 £58,750 -9.62% 4
UK excluding London +6 12 £40,000 -33.33%
East of England -5 5 £40,000 -33.33%
South East +40 4 £41,250 -29.79%
Scotland - 3 - -

For the 6 months to 21 August 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 (45.19%) Python
2 45 (43.27%) Linux
3 43 (41.35%) Finance
3 43 (41.35%) RabbitMQ
4 37 (35.58%) Kafka
5 36 (34.62%) Java
6 35 (33.65%) Agile Software Development
7 31 (29.81%) SQL
8 28 (26.92%) PostgreSQL
9 27 (25.96%) Low Latency
10 26 (25.00%) Computer Science
10 26 (25.00%) Degree
10 26 (25.00%) C++
11 25 (24.04%) TDD
11 25 (24.04%) Software Engineering
11 25 (24.04%) Games
11 25 (24.04%) Multithreading
11 25 (24.04%) Redis
12 24 (23.08%) C#
13 23 (22.12%) Apache
13 23 (22.12%) Telecoms
14 22 (21.15%) JavaScript
14 22 (21.15%) SQL Server
15 21 (20.19%) .NET
15 21 (20.19%) MySQL
15 21 (20.19%) Visual Studio
15 21 (20.19%) SAP
15 21 (20.19%) Business Intelligence
15 21 (20.19%) Manufacturing
15 21 (20.19%) Electronics

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 23 (22.12%) Apache
2 13 (12.50%) Apache Spark
3 10 (9.62%) CMS
4 9 (8.65%) Elasticsearch
5 5 (4.81%) OpenStack
6 4 (3.85%) nginx
7 3 (2.88%) Jetty
7 3 (2.88%) MediaWiki
Applications
1 4 (3.85%) Microsoft Excel
2 3 (2.88%) Pipeline Pilot
Cloud Services
1 21 (20.19%) Amazon AWS
1 21 (20.19%) Microsoft Azure
2 19 (18.27%) SaaS
3 6 (5.77%) GitHub
4 5 (4.81%) AWS CloudFormation
Communications & Networking
1 19 (18.27%) HTTP
2 18 (17.31%) AMQP
3 16 (15.38%) DNS
4 10 (9.62%) Internet
5 6 (5.77%) DHCP
5 6 (5.77%) HTTPS
5 6 (5.77%) Kerberos
5 6 (5.77%) SSH
Database & Business Intelligence
1 28 (26.92%) PostgreSQL
2 25 (24.04%) Redis
3 22 (21.15%) SQL Server
4 21 (20.19%) MySQL
5 15 (14.42%) NoSQL
6 12 (11.54%) Apache Cassandra
6 12 (11.54%) Apache Hive
7 8 (7.69%) MongoDB
8 6 (5.77%) Big Data
8 6 (5.77%) InfluxDB
8 6 (5.77%) SQLite
9 4 (3.85%) Berkeley DB
10 3 (2.88%) Hadoop
10 3 (2.88%) KNIME
11 2 (1.92%) Relational Database
Development Applications
1 21 (20.19%) Visual Studio
2 20 (19.23%) Team Foundation Server
3 11 (10.58%) Git (software)
4 8 (7.69%) Jenkins
5 6 (5.77%) Gerrit
5 6 (5.77%) PHPUnit
5 6 (5.77%) TeamCity
6 3 (2.88%) Bugzilla
6 3 (2.88%) Buildbot
6 3 (2.88%) Eclipse
6 3 (2.88%) FindBugs
6 3 (2.88%) JIRA
6 3 (2.88%) JUnit
6 3 (2.88%) Log4j
6 3 (2.88%) Mercurial
6 3 (2.88%) Mockito
6 3 (2.88%) SCons
7 1 (0.96%) Phing
General
1 43 (41.35%) Finance
2 25 (24.04%) Games
3 23 (22.12%) Telecoms
4 21 (20.19%) Electronics
4 21 (20.19%) Manufacturing
4 21 (20.19%) Marketing
5 10 (9.62%) Front Office
6 8 (7.69%) Banking
7 5 (4.81%) Investment Banking
8 1 (0.96%) Financial Institution
Job Titles
1 59 (56.73%) Developer
2 21 (20.19%) C# Developer
2 21 (20.19%) C# WCF Developer
2 21 (20.19%) WCF Developer
3 16 (15.38%) Python Developer
4 14 (13.46%) Software Engineer
5 11 (10.58%) Linux Engineer
6 10 (9.62%) Architect
6 10 (9.62%) Technical Architect
7 8 (7.69%) Full Stack Developer
7 8 (7.69%) Java Developer
7 8 (7.69%) Senior Developer
8 7 (6.73%) Senior Python Developer
9 6 (5.77%) C++ Developer
9 6 (5.77%) DevOps Engineer
9 6 (5.77%) Linux Systems Engineer
9 6 (5.77%) Machine Learning Developer
9 6 (5.77%) Systems Engineer
10 5 (4.81%) Infrastructure Engineer
10 5 (4.81%) JavaScript Developer
Libraries, Frameworks & Software Standards
1 43 (41.35%) RabbitMQ
2 37 (35.58%) Kafka
3 21 (20.19%) .NET
3 21 (20.19%) ASP.NET Web API
3 21 (20.19%) Entity Framework
3 21 (20.19%) WCF
3 21 (20.19%) WPF
4 20 (19.23%) Dapper ORM
4 20 (19.23%) LINQ
4 20 (19.23%) LINQ to SQL
5 17 (16.35%) React
5 17 (16.35%) REST
6 16 (15.38%) AngularJS
6 16 (15.38%) JMS
7 14 (13.46%) LAMP
8 13 (12.50%) jQuery
9 12 (11.54%) CSS
10 9 (8.65%) HTML
10 9 (8.65%) JNI
10 9 (8.65%) Node.js
Miscellaneous
1 26 (25.00%) Computer Science
2 20 (19.23%) Online Games
3 14 (13.46%) Derivative
3 14 (13.46%) Fixed Income
4 13 (12.50%) Algorithms
5 9 (8.65%) Hedge funds
5 9 (8.65%) Interest Rate Derivative
6 8 (7.69%) Public Cloud
7 7 (6.73%) Data Structures
8 5 (4.81%) Greenfield Project
9 4 (3.85%) Analytical Skills
9 4 (3.85%) Enterprise Software
10 3 (2.88%) Grid Computing
10 3 (2.88%) Life Science
11 2 (1.92%) Hybrid Cloud
Operating Systems
1 45 (43.27%) Linux
2 20 (19.23%) Windows
3 9 (8.65%) Red Hat Enterprise Linux
4 6 (5.77%) CentOS
5 4 (3.85%) openSUSE
5 4 (3.85%) SUSE
6 1 (0.96%) Unix
Processes & Methodologies
1 35 (33.65%) Agile Software Development
2 27 (25.96%) Low Latency
3 25 (24.04%) Multithreading
3 25 (24.04%) Software Engineering
3 25 (24.04%) TDD
4 21 (20.19%) Business Intelligence
4 21 (20.19%) Digital Marketing
4 21 (20.19%) Programme Management
5 20 (19.23%) E-Commerce
5 20 (19.23%) Microservices
6 18 (17.31%) DevOps
7 17 (16.35%) Machine Learning
8 14 (13.46%) Open Source
8 14 (13.46%) Scrum
9 11 (10.58%) Continuous Integration
10 10 (9.62%) Kanban
10 10 (9.62%) Mathematics
10 10 (9.62%) SOA
11 8 (7.69%) Migration
11 8 (7.69%) Translating Business Requirements
Programming Languages
1 47 (45.19%) Python
2 36 (34.62%) Java
3 31 (29.81%) SQL
4 26 (25.00%) C++
5 24 (23.08%) C#
6 22 (21.15%) JavaScript
7 20 (19.23%) XAML
8 14 (13.46%) Ruby
9 12 (11.54%) Bash Shell
9 12 (11.54%) PHP
10 9 (8.65%) Go
11 7 (6.73%) Perl
12 5 (4.81%) Scala
13 4 (3.85%) VBA
14 3 (2.88%) C
14 3 (2.88%) Haskell
15 2 (1.92%) Clojure
Qualifications
1 26 (25.00%) Degree
2 7 (6.73%) Computer Science Degree
3 4 (3.85%) PhD
4 3 (2.88%) CCNA
4 3 (2.88%) Cisco Certification
4 3 (2.88%) Postgraduate
Quality Assurance & Compliance
1 8 (7.69%) ISO/IEC 27001
1 8 (7.69%) PCI DSS
2 4 (3.85%) DICOM
2 4 (3.85%) HL7
3 3 (2.88%) SLA
System Software
1 17 (16.35%) Docker
2 6 (5.77%) LXC
3 5 (4.81%) Apache ZooKeeper
3 5 (4.81%) etcd
3 5 (4.81%) HDFS
3 5 (4.81%) Varnish
4 2 (1.92%) KVM
4 2 (1.92%) VMware Infrastructure
4 2 (1.92%) Xen
5 1 (0.96%) GPFS
5 1 (0.96%) NFS
Systems Management
1 18 (17.31%) Opscode Chef
2 17 (16.35%) Ansible
3 12 (11.54%) Kubernetes
4 10 (9.62%) MOM
5 9 (8.65%) Graphite
6 8 (7.69%) Puppet
7 6 (5.77%) CFEngine
7 6 (5.77%) Cobbler
7 6 (5.77%) collectd
7 6 (5.77%) Nagios
7 6 (5.77%) rkt
7 6 (5.77%) yum
8 5 (4.81%) Consul
8 5 (4.81%) Terraform
9 4 (3.85%) Grafana
10 2 (1.92%) HAProxy
Vendors
1 21 (20.19%) SAP
2 11 (10.58%) TIBCO
3 9 (8.65%) Google
4 6 (5.77%) Dell
4 6 (5.77%) HP
4 6 (5.77%) Red Hat
4 6 (5.77%) Solace
4 6 (5.77%) SolarWinds
5 5 (4.81%) Oracle
5 5 (4.81%) SaltStack
6 2 (1.92%) VMware