Period
to 17 July 2018

The following table provides summary statistics for permanent job vacancies with a requirement for Mesos skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mesos over the 6 months to 17 July 2018 with a comparison to the same period in the previous 2 years.

Apache Mesos
UK
6 months to
17 Jul 2018
Same period 2017 Same period 2016
Rank 991 941 1050
Rank change year-on-year -50 +109 +217
Permanent jobs citing Mesos 191 245 245
As % of all permanent IT jobs advertised in the UK 0.11% 0.14% 0.12%
As % of the Systems Management category 1.07% 1.55% 1.37%
Number of salaries quoted 161 217 183
UK median annual salary £72,500 £72,500 £70,000
Median salary % change year-on-year - +3.57% +16.67%
10th Percentile £50,000 £50,000 £42,500
90th Percentile £97,500 £105,000 £102,000
UK excluding London median annual salary £53,750 £67,000 £50,000
% change year-on-year -19.78% +34.00% +29.65%

Mesos is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for systems management skills.

All Systems Management Skills
UK
Permanent vacancies with a requirement for systems management skills 17,917 15,824 17,899
As % of all permanent IT jobs advertised in the UK 10.19% 8.91% 8.80%
Number of salaries quoted 14,141 12,759 14,490
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £31,250 £30,000 £30,500
90th Percentile £85,000 £82,500 £75,000
UK excluding London median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +5.88% -

Mesos
Job Vacancy Trend

Job postings citing Mesos as a percentage of all IT jobs advertised.

Job vacancy trend for Mesos in the UK

Mesos
Salary Trend

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

Salary trend for Mesos in the UK

Mesos
Salary Histogram

The salary distribution of IT jobs citing Mesos over the 6 months to 17 July 2018.

Salary histogram for Mesos in the UK

Mesos
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mesos within the UK over the 6 months to 17 July 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 -35 182 £75,000 +3.45% 23
London +15 165 £77,500 -3.13% 18
UK excluding London -45 24 £53,750 -19.78% 5
North of England -9 7 £36,000 -46.27%
South East -16 5 £60,000 -17.81% 3
Yorkshire +23 4 £36,000 -52.00%
South West +3 4 £57,500 +21.05% 1
Wales +6 3 £34,500 +20.77%
North West -9 3 £70,000 +4.48%
Scotland -29 3 £62,000 -
West Midlands +17 1 £61,300 -18.27% 1
Midlands +14 1 £61,300 +6.61% 1
Northern Ireland - 1 £60,000 -

For the 6 months to 17 July 2018, IT jobs citing Mesos 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 Mesos.

1 141 (73.82%) Docker
2 109 (57.07%) Kubernetes
3 104 (54.45%) Agile Software Development
4 103 (53.93%) Amazon AWS
5 102 (53.40%) Python
6 101 (52.88%) DevOps
7 97 (50.79%) Java
8 79 (41.36%) Ansible
9 77 (40.31%) Linux
10 73 (38.22%) Big Data
11 70 (36.65%) Apache Spark
12 69 (36.13%) Hadoop
13 64 (33.51%) Scala
14 62 (32.46%) Kafka
15 59 (30.89%) Puppet
16 53 (27.75%) Terraform
17 49 (25.65%) NoSQL
18 48 (25.13%) Finance
19 47 (24.61%) Apache Cassandra
20 44 (23.04%) Opscode Chef
21 43 (22.51%) Microservices
21 43 (22.51%) Scrum
21 43 (22.51%) TDD
22 41 (21.47%) Software Engineering
22 41 (21.47%) Continuous Integration
23 40 (20.94%) Machine Learning
24 38 (19.90%) Go
24 38 (19.90%) Ruby
25 36 (18.85%) Elasticsearch
25 36 (18.85%) Jenkins

Mesos
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 70 (36.65%) Apache Spark
2 36 (18.85%) Elasticsearch
3 25 (13.09%) Apache
4 13 (6.81%) OpenStack
5 7 (3.66%) Apache Solr
5 7 (3.66%) Cloud Foundry
6 6 (3.14%) Confluence
7 5 (2.62%) Jetty
7 5 (2.62%) nginx
8 3 (1.57%) Oracle HTTP Server
8 3 (1.57%) Traffic Server
8 3 (1.57%) WebLogic
9 2 (1.05%) IIS
9 2 (1.05%) Tomcat
10 1 (0.52%) JBoss
10 1 (0.52%) SAS
10 1 (0.52%) WebSphere
Applications
1 1 (0.52%) Mingle
1 1 (0.52%) Weka
Business Applications
1 3 (1.57%) Staffware
Cloud Services
1 103 (53.93%) Amazon AWS
2 23 (12.04%) Google Cloud Platform
3 20 (10.47%) Microsoft Azure
4 19 (9.95%) SaaS
5 17 (8.90%) AWS CloudFormation
5 17 (8.90%) Serverless
6 16 (8.38%) AWS Lambda
7 15 (7.85%) Amazon EMR
8 14 (7.33%) Amazon EC2
9 12 (6.28%) Amazon S3
9 12 (6.28%) GitHub
10 10 (5.24%) Amazon Kinesis
10 10 (5.24%) PaaS
11 8 (4.19%) Amazon SQS
11 8 (4.19%) Cloud Computing
12 6 (3.14%) OpenShift
12 6 (3.14%) Route 53
13 4 (2.09%) Amazon ElastiCache
13 4 (2.09%) Amazon ELB
13 4 (2.09%) Datadog
Communications & Networking
1 10 (5.24%) DNS
2 7 (3.66%) Internet
3 6 (3.14%) HTTP
4 5 (2.62%) SSH
5 4 (2.09%) Broadband
5 4 (2.09%) Firewall
5 4 (2.09%) VPN
6 2 (1.05%) TCP/IP
7 1 (0.52%) Asterisk PBX
7 1 (0.52%) DHCP
7 1 (0.52%) ICMP
7 1 (0.52%) Software-Defined Networking
7 1 (0.52%) WAN
Database & Business Intelligence
1 73 (38.22%) Big Data
2 69 (36.13%) Hadoop
3 49 (25.65%) NoSQL
4 47 (24.61%) Apache Cassandra
5 35 (18.32%) MongoDB
6 27 (14.14%) Apache Hive
6 27 (14.14%) PostgreSQL
7 21 (10.99%) Impala
8 20 (10.47%) Data Warehouse
9 18 (9.42%) HBase
10 17 (8.90%) Relational Database
10 17 (8.90%) SQL Server
11 16 (8.38%) Redis
12 13 (6.81%) Amazon Redshift
13 11 (5.76%) MySQL
14 10 (5.24%) Amazon RDS
14 10 (5.24%) RDBMS
15 9 (4.71%) Amazon Athena
16 7 (3.66%) Neo4j
16 7 (3.66%) Riak
Development Applications
1 36 (18.85%) Jenkins
2 33 (17.28%) Git (software)
3 12 (6.28%) Atlassian Bamboo
4 11 (5.76%) JIRA
4 11 (5.76%) Vagrant
5 9 (4.71%) Subversion
6 8 (4.19%) TeamCity
7 7 (3.66%) Chocolatey
7 7 (3.66%) GitLab
8 6 (3.14%) Octopus Deploy
9 5 (2.62%) Visual Studio
9 5 (2.62%) Visual Studio Team System
10 4 (2.09%) Bitbucket
10 4 (2.09%) Eclipse
10 4 (2.09%) Jasmine
10 4 (2.09%) JUnit
10 4 (2.09%) Maven
10 4 (2.09%) NetBeans
10 4 (2.09%) Team Foundation Server
10 4 (2.09%) Travis CI
General
1 48 (25.13%) Finance
2 15 (7.85%) Retail
3 13 (6.81%) Banking
4 9 (4.71%) Financial Institution
5 7 (3.66%) Investment Banking
6 4 (2.09%) Telecoms
7 3 (1.57%) Marketing
8 2 (1.05%) Advertising
8 2 (1.05%) Automotive
8 2 (1.05%) Electronics
8 2 (1.05%) Manufacturing
8 2 (1.05%) Music Industry
9 1 (0.52%) Aerospace
9 1 (0.52%) Front Office
9 1 (0.52%) Games
9 1 (0.52%) Legal
9 1 (0.52%) Pharmaceutical
9 1 (0.52%) Publishing
Job Titles
1 45 (23.56%) DevOps Engineer
2 36 (18.85%) Developer
3 30 (15.71%) Data Engineer
4 29 (15.18%) Senior DevOps
5 23 (12.04%) Senior DevOps Engineer
6 19 (9.95%) Big Data Engineer
7 18 (9.42%) Architect
7 18 (9.42%) Cloud Engineer
8 15 (7.85%) AWS DevOps
9 14 (7.33%) Scala Developer
9 14 (7.33%) Senior Developer
10 13 (6.81%) Kubernetes Engineer
11 12 (6.28%) Java Developer
11 12 (6.28%) Platform Engineer
12 10 (5.24%) Linux Engineer
13 8 (4.19%) Cloud Architect
13 8 (4.19%) Lead DevOps
13 8 (4.19%) Senior Java Developer
13 8 (4.19%) Systems Engineer
14 7 (3.66%) Software Engineer
Libraries, Frameworks & Software Standards
1 62 (32.46%) Kafka
2 30 (15.71%) Elastic Stack
3 19 (9.95%) Akka
4 14 (7.33%) REST
5 13 (6.81%) Node.js
6 12 (6.28%) RabbitMQ
6 12 (6.28%) Web Services
7 11 (5.76%) .NET
7 11 (5.76%) HTML
8 10 (5.24%) Spring
9 9 (4.71%) JSON
10 8 (4.19%) Play Framework
10 8 (4.19%) RESTful
11 7 (3.66%) React
11 7 (3.66%) Spark Streaming
12 6 (3.14%) Backbone.js
12 6 (3.14%) HTML5
12 6 (3.14%) Samza
13 5 (2.62%) CSS
13 5 (2.62%) Spring Boot
Miscellaneous
1 19 (9.95%) Computer Science
2 14 (7.33%) Analytical Skills
3 10 (5.24%) Virtual Team
4 9 (4.71%) Cloud Native
4 9 (4.71%) Public Cloud
4 9 (4.71%) Tandem
5 7 (3.66%) Data Centre
6 6 (3.14%) Cyberthreat
7 5 (2.62%) Fintech
7 5 (2.62%) Greenfield Project
7 5 (2.62%) Semantic Web
8 4 (2.09%) Linux Command Line
8 4 (2.09%) User Experience
9 3 (1.57%) Hedge funds
9 3 (1.57%) Mobile App
10 2 (1.05%) Life Science
10 2 (1.05%) Self-Motivation
11 1 (0.52%) Algorithms
11 1 (0.52%) Digital Media
11 1 (0.52%) Enterprise Cloud
Operating Systems
1 77 (40.31%) Linux
2 24 (12.57%) Unix
3 21 (10.99%) Windows
4 11 (5.76%) CoreOS
5 7 (3.66%) DC/OS
5 7 (3.66%) Debian
5 7 (3.66%) Ubuntu
6 6 (3.14%) Red Hat Enterprise Linux
7 3 (1.57%) Solaris
8 2 (1.05%) CentOS
9 1 (0.52%) Mac OS
9 1 (0.52%) Mesosphere
Processes & Methodologies
1 104 (54.45%) Agile Software Development
2 101 (52.88%) DevOps
3 43 (22.51%) Microservices
3 43 (22.51%) Scrum
3 43 (22.51%) TDD
4 41 (21.47%) Continuous Integration
4 41 (21.47%) Software Engineering
5 40 (20.94%) Machine Learning
6 34 (17.80%) Kanban
7 30 (15.71%) Data Science
8 28 (14.66%) Configuration Management
9 25 (13.09%) BDD
10 22 (11.52%) Artificial Intelligence
10 22 (11.52%) Data Engineering
11 20 (10.47%) Test Automation
12 19 (9.95%) Continuous Deployment
12 19 (9.95%) ETL
12 19 (9.95%) Mentoring
13 18 (9.42%) Software Delivery
14 17 (8.90%) Data Development
Programming Languages
1 102 (53.40%) Python
2 97 (50.79%) Java
3 64 (33.51%) Scala
4 38 (19.90%) Go
4 38 (19.90%) Ruby
5 33 (17.28%) SQL
6 28 (14.66%) JavaScript
7 25 (13.09%) C#
8 22 (11.52%) Bash Shell
9 15 (7.85%) R
10 13 (6.81%) Perl
11 12 (6.28%) Shell Script
12 11 (5.76%) Java 8
13 7 (3.66%) C
13 7 (3.66%) C++
13 7 (3.66%) PL/SQL
14 4 (2.09%) Apple Swift
14 4 (2.09%) ES6
14 4 (2.09%) Objective-C
14 4 (2.09%) T-SQL
Qualifications
1 26 (13.61%) Degree
2 7 (3.66%) Master's Degree
3 4 (2.09%) Computer Science Degree
4 1 (0.52%) PhD
4 1 (0.52%) Security Cleared
Quality Assurance & Compliance
1 17 (8.90%) GCP
2 11 (5.76%) QA
3 2 (1.05%) Data Quality
3 2 (1.05%) ISO/IEC 27001
4 1 (0.52%) SLA
System Software
1 141 (73.82%) Docker
2 20 (10.47%) HDFS
3 8 (4.19%) Apache Flume
3 8 (4.19%) KVM
3 8 (4.19%) VMware Infrastructure
4 6 (3.14%) Virtual Machines
5 5 (2.62%) Xen
6 4 (2.09%) Apache ZooKeeper
7 3 (1.57%) Active Directory
7 3 (1.57%) VMware ESXi
8 2 (1.05%) zsh
9 1 (0.52%) Snort
9 1 (0.52%) Varnish
9 1 (0.52%) vSphere
Systems Management
1 109 (57.07%) Kubernetes
2 79 (41.36%) Ansible
3 59 (30.89%) Puppet
4 53 (27.75%) Terraform
5 44 (23.04%) Opscode Chef
6 26 (13.61%) Docker Swarm
7 19 (9.95%) Hadoop YARN
7 19 (9.95%) Kibana
8 16 (8.38%) Marathon
9 14 (7.33%) Grafana
10 13 (6.81%) Packer
11 12 (6.28%) Salt
12 11 (5.76%) Capistrano
12 11 (5.76%) Prometheus
13 9 (4.71%) logstash
13 9 (4.71%) Nagios
14 7 (3.66%) ZABBIX
15 6 (3.14%) CFEngine
15 6 (3.14%) HAProxy
16 5 (2.62%) Red Hat Spacewalk
Vendors
1 17 (8.90%) Oracle
2 14 (7.33%) New Relic
2 14 (7.33%) Red Hat
2 14 (7.33%) Splunk
3 13 (6.81%) Google
4 11 (5.76%) Atlassian
4 11 (5.76%) VMware
5 8 (4.19%) AppDynamics
6 7 (3.66%) Capita
6 7 (3.66%) Cloudera
6 7 (3.66%) Hortonworks
6 7 (3.66%) MapR
7 4 (2.09%) SaltStack
8 3 (1.57%) CA
8 3 (1.57%) Cisco
8 3 (1.57%) ForgeRock
9 2 (1.05%) SAP
10 1 (0.52%) IBM
10 1 (0.52%) Polycom
10 1 (0.52%) Tripwire