Period
to 23 April 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 23 April 2018 with a comparison to the same period in the previous 2 years.

iMatix ØMQ (0MQ, ZMQ)
UK
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 1145 1073 1165
Rank change year-on-year -72 +92 +108
Permanent jobs citing ZeroMQ 48 106 117
As % of all permanent IT jobs advertised in the UK 0.027% 0.062% 0.058%
As % of the Libraries, Frameworks & Software Standards category 0.066% 0.15% 0.15%
Number of salaries quoted 41 108 107
UK median annual salary £60,000 £47,500 £57,500
Median salary % change year-on-year +26.32% -17.39% +15.00%
10th Percentile £47,500 £32,500 £38,750
90th Percentile £85,000 £78,500 £67,500
UK excluding London median annual salary £60,000 £40,000 £50,000
% change year-on-year +50.00% -20.00% +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 72,640 68,996 78,473
As % of all permanent IT jobs advertised in the UK 40.98% 40.29% 38.61%
Number of salaries quoted 61,258 59,041 67,594
UK median annual salary £50,000 £47,500 £47,500
Median salary % change year-on-year +5.26% - +5.56%
10th Percentile £30,500 £28,750 £28,500
90th Percentile £80,000 £76,250 £75,000
UK excluding London median annual salary £44,000 £42,500 £41,000
% change year-on-year +3.53% +3.66% +2.50%

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 April 2018.

Salary histogram for ZeroMQ in the UK

ZeroMQ
Top 4 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 April 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 -91 48 £60,000 +26.32% 7
London -34 46 £60,000 +4.35% 7
East of England -31 1 £60,000 +71.43%
UK excluding London -65 1 £60,000 +50.00%

For the 6 months to 23 April 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 31 (64.58%) Python
2 30 (62.50%) Linux
3 19 (39.58%) PostgreSQL
4 18 (37.50%) React
5 17 (35.42%) Kafka
5 17 (35.42%) RabbitMQ
6 15 (31.25%) Git (software)
6 15 (31.25%) jQuery
7 14 (29.17%) Haskell
8 13 (27.08%) Amazon AWS
9 12 (25.00%) Software Engineering
10 11 (22.92%) Multithreading
11 10 (20.83%) WebSockets
11 10 (20.83%) Apache Cassandra
11 10 (20.83%) Finance
11 10 (20.83%) C#
11 10 (20.83%) Java
11 10 (20.83%) MySQL
12 9 (18.75%) SQL Server
12 9 (18.75%) C++
12 9 (18.75%) Microsoft
12 9 (18.75%) Apache
12 9 (18.75%) Unit Testing
12 9 (18.75%) Ruby
12 9 (18.75%) Go
12 9 (18.75%) Docker
13 8 (16.67%) Ansible
13 8 (16.67%) DevOps
13 8 (16.67%) Fintech
13 8 (16.67%) Java 8

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 (18.75%) Apache
2 7 (14.58%) Elasticsearch
3 6 (12.50%) nginx
4 5 (10.42%) Apache Spark
5 3 (6.25%) Cloud Foundry
5 3 (6.25%) Confluence
6 2 (4.17%) WebSphere
Cloud Services
1 13 (27.08%) Amazon AWS
2 8 (16.67%) Microsoft Azure
3 4 (8.33%) AWS CloudFormation
3 4 (8.33%) Google Cloud Platform
4 2 (4.17%) Datadog
4 2 (4.17%) SaaS
5 1 (2.08%) Cloud Computing
5 1 (2.08%) DigitalOcean
5 1 (2.08%) GitHub
5 1 (2.08%) Google Compute Engine
Communications & Networking
1 3 (6.25%) Internet
2 2 (4.17%) Cisco ASA
2 2 (4.17%) DHCP
2 2 (4.17%) DNS
2 2 (4.17%) SSL
2 2 (4.17%) TCP/IP
2 2 (4.17%) VPN
3 1 (2.08%) HTTP
Database & Business Intelligence
1 19 (39.58%) PostgreSQL
2 10 (20.83%) Apache Cassandra
2 10 (20.83%) MySQL
3 9 (18.75%) SQL Server
4 5 (10.42%) Apache Hive
4 5 (10.42%) NoSQL
5 4 (8.33%) MongoDB
5 4 (8.33%) Redis
6 2 (4.17%) Blockchain
7 1 (2.08%) SQLite
Development Applications
1 15 (31.25%) Git (software)
2 5 (10.42%) NUnit
3 4 (8.33%) Jenkins
3 4 (8.33%) JIRA
4 3 (6.25%) Ant
4 3 (6.25%) Gradle
4 3 (6.25%) Maven
5 2 (4.17%) Phing
5 2 (4.17%) PHPUnit
6 1 (2.08%) Subversion
General
1 10 (20.83%) Finance
2 5 (10.42%) Front Office
2 5 (10.42%) Games
3 3 (6.25%) Law
4 1 (2.08%) Advertising
Job Titles
1 34 (70.83%) Developer
2 14 (29.17%) Python Developer
3 11 (22.92%) Software Developer
4 9 (18.75%) Software Engineer
5 7 (14.58%) C# Developer
6 6 (12.50%) Linux Developer
6 6 (12.50%) PostgreSQL Developer
6 6 (12.50%) Senior Developer
7 5 (10.42%) Senior C# Developer
7 5 (10.42%) Senior Software Engineer
8 4 (8.33%) Architect
8 4 (8.33%) DevOps Architect
8 4 (8.33%) Python Engineer
8 4 (8.33%) Python Software Engineer
9 3 (6.25%) .NET Developer
9 3 (6.25%) C# .NET Developer
9 3 (6.25%) Developer/Software Engineer
9 3 (6.25%) Linux Engineer
9 3 (6.25%) PHP Developer
9 3 (6.25%) React Developer
Libraries, Frameworks & Software Standards
1 18 (37.50%) React
2 17 (35.42%) Kafka
2 17 (35.42%) RabbitMQ
3 15 (31.25%) jQuery
4 10 (20.83%) WebSockets
5 7 (14.58%) TIBCO EMS
6 6 (12.50%) .NET
7 5 (10.42%) JNI
7 5 (10.42%) Middleware
7 5 (10.42%) REST
7 5 (10.42%) RESTful
8 4 (8.33%) LEMP Stack
8 4 (8.33%) PHP-FPM
9 3 (6.25%) AngularJS
9 3 (6.25%) Node.js
10 2 (4.17%) Boost C++ Libraries
10 2 (4.17%) FIX Protocol
10 2 (4.17%) JSON
10 2 (4.17%) Protocol Buffers
10 2 (4.17%) Regular Expression
Miscellaneous
1 8 (16.67%) Computer Science
1 8 (16.67%) Fintech
2 5 (10.42%) Derivative
2 5 (10.42%) Fixed Income
2 5 (10.42%) Hedge funds
2 5 (10.42%) Interest Rate Derivative
3 4 (8.33%) Greenfield Project
4 3 (6.25%) Private Cloud
4 3 (6.25%) Social Media
4 3 (6.25%) Spread Betting
4 3 (6.25%) User Experience
5 2 (4.17%) Algorithms
5 2 (4.17%) Analytical Skills
5 2 (4.17%) Data Structures
5 2 (4.17%) Digital Media
6 1 (2.08%) Client/Server
6 1 (2.08%) Social Network
Operating Systems
1 30 (62.50%) Linux
2 4 (8.33%) Unix
3 2 (4.17%) CentOS
3 2 (4.17%) Fedora
3 2 (4.17%) Red Hat Enterprise Linux
Processes & Methodologies
1 12 (25.00%) Software Engineering
2 11 (22.92%) Multithreading
3 9 (18.75%) Unit Testing
4 8 (16.67%) Agile Software Development
4 8 (16.67%) DevOps
5 7 (14.58%) Low Latency
5 7 (14.58%) Multithreaded Programming
6 6 (12.50%) Mathematics
6 6 (12.50%) TDD
7 5 (10.42%) Configuration Management
7 5 (10.42%) Microservices
8 4 (8.33%) Front End Development
8 4 (8.33%) OOP
8 4 (8.33%) Problem-Solving
9 3 (6.25%) Automated Trading
9 3 (6.25%) Continuous Integration
9 3 (6.25%) High-Frequency Trading
9 3 (6.25%) Physics
9 3 (6.25%) Prototyping
10 2 (4.17%) Performance Tuning
Programming Languages
1 31 (64.58%) Python
2 14 (29.17%) Haskell
3 10 (20.83%) C#
3 10 (20.83%) Java
4 9 (18.75%) C++
4 9 (18.75%) Go
4 9 (18.75%) Ruby
5 8 (16.67%) Java 8
6 7 (14.58%) PHP
7 6 (12.50%) SQL
8 5 (10.42%) JavaScript
9 4 (8.33%) Bash Shell
9 4 (8.33%) Perl
10 1 (2.08%) ES6
Qualifications
1 6 (12.50%) Degree
2 5 (10.42%) AWS Certification
3 2 (4.17%) RHCE
Quality Assurance & Compliance
1 5 (10.42%) ISO/IEC 27001
2 3 (6.25%) DICOM
2 3 (6.25%) HIPAA
2 3 (6.25%) HL7
3 2 (4.17%) PCI DSS
System Software
1 9 (18.75%) Docker
2 2 (4.17%) KVM
2 2 (4.17%) VMware Infrastructure
Systems Management
1 8 (16.67%) Ansible
2 6 (12.50%) Nagios
2 6 (12.50%) Opscode Chef
2 6 (12.50%) Puppet
2 6 (12.50%) Terraform
3 2 (4.17%) Cobbler
3 2 (4.17%) Consul
3 2 (4.17%) Grafana
3 2 (4.17%) Kubernetes
3 2 (4.17%) Prometheus
Vendors
1 9 (18.75%) Microsoft
2 7 (14.58%) TIBCO
3 4 (8.33%) Google
3 4 (8.33%) New Relic
4 2 (4.17%) Cisco
4 2 (4.17%) Dell
4 2 (4.17%) F5
4 2 (4.17%) HP
4 2 (4.17%) Red Hat
4 2 (4.17%) VMware
5 1 (2.08%) SaltStack