Period
to 17 October 2019

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 17 October 2019 with a comparison to the same period in the previous 2 years.

iMatix ØMQ (0MQ, ZMQ)
UK
6 months to
17 Oct 2019
Same period 2018 Same period 2017
Rank 1020 1119 1108
Rank change year-on-year +99 -11 +65
Permanent jobs citing ZeroMQ 50 52 93
As % of all permanent IT jobs advertised in the UK 0.036% 0.032% 0.053%
As % of the Libraries, Frameworks & Software Standards category 0.097% 0.079% 0.13%
Number of salaries quoted 40 47 72
UK median annual salary £73,250 £57,500 £62,500
Median salary % change year-on-year +27.39% -8.00% +4.17%
10th Percentile £40,000 £49,500 £43,750
90th Percentile £85,000 £126,250 £93,750
UK excluding London median annual salary £72,500 £55,000 £40,000
% change year-on-year +31.82% +37.50% -30.43%

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 51,378 65,730 70,346
As % of all permanent IT jobs advertised in the UK 37.45% 39.96% 40.17%
Number of salaries quoted 42,156 54,356 58,196
UK median annual salary £55,000 £50,886 £50,000
Median salary % change year-on-year +8.08% +1.77% +5.26%
10th Percentile £32,500 £31,250 £29,750
90th Percentile £87,500 £82,500 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +2.41%

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 17 October 2019.

Salary histogram for ZeroMQ in the UK

ZeroMQ
Top 10 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 17 October 2019. 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 +112 50 £73,250 +27.39% 3
London +72 30 £75,000 +30.43% 2
UK excluding London +97 20 £72,500 +31.82% 1
Midlands +39 6 £72,500 +45.00%
East of England - 6 £70,000 -
South East +35 4 - -
Yorkshire - 4 £75,000 - 1
North of England - 4 £75,000 - 1
East Midlands +30 3 - -
West Midlands - 3 £72,500 -

For the 6 months to 17 October 2019, 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 33 (66.00%) Agile Software Development
2 28 (56.00%) Python
3 25 (50.00%) RabbitMQ
4 23 (46.00%) Degree
5 22 (44.00%) Linux
6 21 (42.00%) PostgreSQL
7 20 (40.00%) AWS
8 18 (36.00%) C#
8 18 (36.00%) Mathematics
9 17 (34.00%) Computer Science
10 16 (32.00%) REST
10 16 (32.00%) Kafka
11 15 (30.00%) MongoDB
12 14 (28.00%) Ansible
12 14 (28.00%) DevOps
12 14 (28.00%) .NET
12 14 (28.00%) MSMQ
13 13 (26.00%) SQL Server
13 13 (26.00%) Finance
13 13 (26.00%) WCF
13 13 (26.00%) Azure
13 13 (26.00%) Apache Cassandra
13 13 (26.00%) Hedge funds
13 13 (26.00%) Puppet
14 12 (24.00%) React
14 12 (24.00%) Computer Science Degree
15 11 (22.00%) Technical Leadership
15 11 (22.00%) .NET Core
15 11 (22.00%) Apache Spark
15 11 (22.00%) Docker

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 11 (22.00%) Apache Spark
2 8 (16.00%) Elasticsearch
3 7 (14.00%) Apache
3 7 (14.00%) Apache Solr
4 4 (8.00%) Jupyter
4 4 (8.00%) nginx
Cloud Services
1 20 (40.00%) AWS
2 13 (26.00%) Azure
3 4 (8.00%) GCP
4 2 (4.00%) AWS CloudFormation
5 1 (2.00%) Amazon SQS
5 1 (2.00%) Cloud Computing
Communications & Networking
1 4 (8.00%) Cisco IOS
2 3 (6.00%) HTTP
Database & Business Intelligence
1 21 (42.00%) PostgreSQL
2 15 (30.00%) MongoDB
3 13 (26.00%) Apache Cassandra
3 13 (26.00%) SQL Server
4 11 (22.00%) Hadoop
5 8 (16.00%) MySQL
6 7 (14.00%) Apache Accumulo
6 7 (14.00%) Big Data
6 7 (14.00%) IBM InfoSphere
6 7 (14.00%) Neo4j
6 7 (14.00%) OrientDB
7 4 (8.00%) Flink
7 4 (8.00%) InfluxDB
7 4 (8.00%) Redis
8 3 (6.00%) Blockchain
8 3 (6.00%) SQLite
9 2 (4.00%) Data Warehouse
9 2 (4.00%) NoSQL
10 1 (2.00%) KDB
Development Applications
1 9 (18.00%) Moq
1 9 (18.00%) MSTest
1 9 (18.00%) NUnit
1 9 (18.00%) Rhino Mocks
1 9 (18.00%) SpecFlow
2 7 (14.00%) Git (software)
3 4 (8.00%) Redmine
4 1 (2.00%) git-flow
4 1 (2.00%) Gradle
4 1 (2.00%) Jenkins
4 1 (2.00%) Maven
General
1 13 (26.00%) Finance
2 4 (8.00%) Online Betting
3 3 (6.00%) Aerospace
3 3 (6.00%) Manufacturing
4 1 (2.00%) Front Office
Job Titles
1 37 (74.00%) Developer
2 13 (26.00%) Python Developer
3 10 (20.00%) Software Developer
4 9 (18.00%) Architect
5 8 (16.00%) C# Developer
5 8 (16.00%) Senior Developer
6 7 (14.00%) Solutions Architect
7 6 (12.00%) Developer/Software Engineer
7 6 (12.00%) Software Engineer
8 5 (10.00%) Linux Developer
9 4 (8.00%) Big Data Architect
9 4 (8.00%) Big Data Solutions Architect
9 4 (8.00%) Data Architect
9 4 (8.00%) Senior Python Developer
10 3 (6.00%) .NET Developer
10 3 (6.00%) C Developer
10 3 (6.00%) C/C++ Developer
10 3 (6.00%) C++ Developer
10 3 (6.00%) Graduate Developer
10 3 (6.00%) PHP Developer
Libraries, Frameworks & Software Standards
1 25 (50.00%) RabbitMQ
2 16 (32.00%) Kafka
2 16 (32.00%) REST
3 14 (28.00%) .NET
3 14 (28.00%) MSMQ
4 13 (26.00%) WCF
5 12 (24.00%) React
6 11 (22.00%) .NET Core
7 9 (18.00%) Task Parallel Library
7 9 (18.00%) WebSockets
7 9 (18.00%) WPF
8 8 (16.00%) Protocol Buffers
9 7 (14.00%) jQuery
10 5 (10.00%) ASP.NET
10 5 (10.00%) ASP.NET MVC
10 5 (10.00%) ASP.NET Web API
11 4 (8.00%) CSS
11 4 (8.00%) HTML
11 4 (8.00%) Pandas
11 4 (8.00%) POSIX
Miscellaneous
1 13 (26.00%) Hedge funds
2 5 (10.00%) Derivative
2 5 (10.00%) Fixed Income
2 5 (10.00%) User Experience
3 3 (6.00%) Clustering
3 3 (6.00%) Data Structures
3 3 (6.00%) Life Science
4 2 (4.00%) Algorithms
4 2 (4.00%) Music Streaming
Operating Systems
1 22 (44.00%) Linux
2 5 (10.00%) Windows
3 4 (8.00%) Windows 7
3 4 (8.00%) Windows Server
3 4 (8.00%) Windows Server 2012
4 3 (6.00%) Unix
Processes & Methodologies
1 33 (66.00%) Agile Software Development
2 18 (36.00%) Mathematics
3 17 (34.00%) Computer Science
4 14 (28.00%) DevOps
5 11 (22.00%) Technical Leadership
6 10 (20.00%) Microservices
6 10 (20.00%) TDD
7 9 (18.00%) Multithreading
7 9 (18.00%) MVVM
7 9 (18.00%) Physics
7 9 (18.00%) Scrum
7 9 (18.00%) Unit Testing
8 8 (16.00%) MVC
9 7 (14.00%) Analytics
9 7 (14.00%) Business Development
9 7 (14.00%) Data Analytics
9 7 (14.00%) E-Commerce
9 7 (14.00%) Test Automation
10 6 (12.00%) Greeks
10 6 (12.00%) Software Engineering
Programming Languages
1 28 (56.00%) Python
2 18 (36.00%) C#
3 10 (20.00%) Haskell
3 10 (20.00%) SQL
4 9 (18.00%) Java
5 8 (16.00%) C
6 7 (14.00%) Bash Shell
6 7 (14.00%) Scala
7 5 (10.00%) Go
7 5 (10.00%) JavaScript
8 4 (8.00%) C++
8 4 (8.00%) F#
8 4 (8.00%) Julia
8 4 (8.00%) MATLAB
8 4 (8.00%) OCaml
8 4 (8.00%) Perl
8 4 (8.00%) R
8 4 (8.00%) Ruby
8 4 (8.00%) VBA
9 3 (6.00%) PHP 5
Qualifications
1 23 (46.00%) Degree
2 12 (24.00%) Computer Science Degree
3 7 (14.00%) DV Cleared
3 7 (14.00%) SC Cleared
3 7 (14.00%) Security Cleared
4 4 (8.00%) Postgraduate
System Software
1 11 (22.00%) Docker
2 7 (14.00%) Apache ZooKeeper
Systems Management
1 14 (28.00%) Ansible
2 13 (26.00%) Puppet
3 7 (14.00%) Salt
4 6 (12.00%) Opscode Chef
4 6 (12.00%) Terraform
5 5 (10.00%) Kubernetes
6 4 (8.00%) Icinga
6 4 (8.00%) Prometheus
Vendors
1 7 (14.00%) IBM
1 7 (14.00%) Oracle
2 4 (8.00%) Cisco
2 4 (8.00%) Synology
3 2 (4.00%) Tableau
4 1 (2.00%) Bloomberg
4 1 (2.00%) ION Trading