Period
to 22 February 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 22 February 2018 with a comparison to the same period in the previous 2 years.

Apache Mesos
UK
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 1005 945 1144
Rank change year-on-year -60 +199 +154
Permanent jobs citing Mesos 187 242 147
As % of all permanent IT jobs advertised in the UK 0.11% 0.14% 0.070%
As % of the Systems Management category 1.14% 1.59% 0.87%
Number of salaries quoted 159 193 122
UK median annual salary £75,000 £75,000 £71,000
Median salary % change year-on-year - +5.63% -29.00%
10th Percentile £50,000 £47,500 £52,500
90th Percentile £100,000 £105,000 £97,500
UK excluding London median annual salary £61,000 £52,500 £55,000
% change year-on-year +16.19% -4.55% +42.62%

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 16,353 15,257 16,948
As % of all permanent IT jobs advertised in the UK 9.29% 8.69% 8.08%
Number of salaries quoted 13,161 12,371 13,804
UK median annual salary £53,500 £51,500 £50,000
Median salary % change year-on-year +3.88% +3.00% +6.38%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £82,500 £80,000 £75,000
UK excluding London median annual salary £47,000 £45,000 £43,000
% change year-on-year +4.44% +4.65% +4.88%

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 22 February 2018.

Salary histogram for Mesos in the UK

Mesos
Top 11 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 22 February 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 -55 181 £76,000 +1.33% 57
London -51 140 £80,000 - 47
UK excluding London +13 46 £61,000 +16.19% 11
South East +22 21 £55,000 -15.38% 3
North of England +18 14 £72,500 +13.28% 7
North West +13 12 £72,500 +13.28%
East of England +10 4 £77,500 +74.96%
Wales - 3 £34,500 -
South West +1 2 £38,000 -17.84%
Scotland -35 2 £62,000 - 1
Yorkshire - 2 £31,000 - 7

For the 6 months to 22 February 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.

1 157 (83.96%) Docker
2 127 (67.91%) Amazon AWS
3 112 (59.89%) DevOps
4 107 (57.22%) Kubernetes
5 95 (50.80%) Java
5 95 (50.80%) Python
6 89 (47.59%) Hadoop
7 87 (46.52%) Ansible
8 86 (45.99%) Agile Software Development
9 82 (43.85%) Apache Spark
10 79 (42.25%) Big Data
11 78 (41.71%) Jenkins
12 75 (40.11%) Linux
13 73 (39.04%) Puppet
14 59 (31.55%) Scala
15 54 (28.88%) Opscode Chef
16 53 (28.34%) Terraform
17 52 (27.81%) Kafka
17 52 (27.81%) Microsoft Azure
18 51 (27.27%) NoSQL
18 51 (27.27%) SQL
19 46 (24.60%) Software Engineering
20 42 (22.46%) Finance
21 40 (21.39%) C#
22 39 (20.86%) Git (software)
23 36 (19.25%) Machine Learning
23 36 (19.25%) Continuous Integration
24 35 (18.72%) Go
25 34 (18.18%) Apache Hive
25 34 (18.18%) PostgreSQL

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 82 (43.85%) Apache Spark
2 34 (18.18%) Apache
3 28 (14.97%) Elasticsearch
4 17 (9.09%) OpenStack
5 14 (7.49%) Apache Solr
6 9 (4.81%) Confluence
7 4 (2.14%) Tomcat
7 4 (2.14%) WebSphere
8 3 (1.60%) Apache Pig
8 3 (1.60%) Jetty
8 3 (1.60%) nginx
8 3 (1.60%) Oracle HTTP Server
8 3 (1.60%) Traffic Server
8 3 (1.60%) WebLogic
9 1 (0.53%) Cloud Foundry
9 1 (0.53%) GemFire
9 1 (0.53%) Oracle Coherence
Business Applications
1 3 (1.60%) Staffware
Cloud Services
1 127 (67.91%) Amazon AWS
2 52 (27.81%) Microsoft Azure
3 21 (11.23%) AWS CloudFormation
4 20 (10.70%) SaaS
5 17 (9.09%) Amazon EMR
6 16 (8.56%) PaaS
7 15 (8.02%) Google Cloud Platform
7 15 (8.02%) Virtual Private Cloud
8 14 (7.49%) Amazon S3
8 14 (7.49%) AWS Lambda
8 14 (7.49%) Cloud Computing
8 14 (7.49%) Serverless
9 13 (6.95%) OpenShift
10 12 (6.42%) IaaS
11 10 (5.35%) Amazon EC2
12 9 (4.81%) Amazon Kinesis
13 8 (4.28%) GitHub
14 6 (3.21%) Route 53
15 5 (2.67%) Amazon ElastiCache
16 3 (1.60%) Amazon ELB
Communications & Networking
1 10 (5.35%) IPsec
1 10 (5.35%) VPN
2 6 (3.21%) HTTP
2 6 (3.21%) Kerberos
3 5 (2.67%) Broadband
3 5 (2.67%) DNS
3 5 (2.67%) SSL
4 4 (2.14%) SSH
4 4 (2.14%) TCP/IP
5 1 (0.53%) DHCP
5 1 (0.53%) X.500
Database & Business Intelligence
1 89 (47.59%) Hadoop
2 79 (42.25%) Big Data
3 51 (27.27%) NoSQL
4 34 (18.18%) Apache Hive
4 34 (18.18%) PostgreSQL
5 30 (16.04%) Apache Cassandra
5 30 (16.04%) MongoDB
6 29 (15.51%) SQL Server
7 21 (11.23%) Redis
8 20 (10.70%) Relational Database
9 18 (9.63%) Amazon RDS
10 17 (9.09%) Amazon Redshift
11 16 (8.56%) HBase
12 15 (8.02%) Data Warehouse
12 15 (8.02%) RDBMS
13 14 (7.49%) Riak
14 12 (6.42%) OpenTSDB
15 10 (5.35%) Parquet
16 9 (4.81%) Impala
16 9 (4.81%) MySQL
Development Applications
1 78 (41.71%) Jenkins
2 39 (20.86%) Git (software)
3 27 (14.44%) Atlassian Bamboo
4 20 (10.70%) Cucumber
5 17 (9.09%) Hudson
6 16 (8.56%) Selenium
7 15 (8.02%) webpack
8 14 (7.49%) TeamCity
8 14 (7.49%) Travis CI
9 13 (6.95%) gulp
9 13 (6.95%) JIRA
9 13 (6.95%) Vagrant
10 12 (6.42%) Octopus Deploy
11 10 (5.35%) GitLab
12 9 (4.81%) Babel
12 9 (4.81%) Maven
12 9 (4.81%) Sinon.JS
13 7 (3.74%) CircleCI
13 7 (3.74%) Gradle
13 7 (3.74%) HP UFT
General
1 42 (22.46%) Finance
2 22 (11.76%) Retail
3 10 (5.35%) Marketing
4 8 (4.28%) Telecoms
5 6 (3.21%) Front Office
5 6 (3.21%) Games
6 5 (2.67%) Electronics
6 5 (2.67%) Manufacturing
7 2 (1.07%) Advertising
8 1 (0.53%) Automotive
8 1 (0.53%) Banking
8 1 (0.53%) Publishing
Job Titles
1 39 (20.86%) Architect
2 38 (20.32%) DevOps Engineer
3 24 (12.83%) Developer
4 21 (11.23%) Cloud Architect
4 21 (11.23%) Senior DevOps
5 19 (10.16%) Software Engineer
6 18 (9.63%) AWS DevOps
7 12 (6.42%) Data Engineer
8 11 (5.88%) Linux Engineer
8 11 (5.88%) Senior DevOps Engineer
9 10 (5.35%) Automation Consultant
9 10 (5.35%) Consultant
9 10 (5.35%) DevOps Consultant
10 9 (4.81%) AWS Architect
10 9 (4.81%) DevOps Architect
10 9 (4.81%) Senior Architect
10 9 (4.81%) Solutions Architect
11 8 (4.28%) Cloud Engineer
11 8 (4.28%) Kubernetes Engineer
11 8 (4.28%) Senior Solutions Architect
Libraries, Frameworks & Software Standards
1 52 (27.81%) Kafka
2 27 (14.44%) Web Services
3 26 (13.90%) Elastic Stack
4 25 (13.37%) Node.js
5 19 (10.16%) JSON
6 18 (9.63%) React
7 17 (9.09%) RabbitMQ
8 14 (7.49%) Akka
9 12 (6.42%) Middleware
10 11 (5.88%) .NET
11 10 (5.35%) Protocol Buffers
11 10 (5.35%) Samza
12 9 (4.81%) Enzyme
12 9 (4.81%) Spring
13 8 (4.28%) AngularJS
13 8 (4.28%) Apache Thrift
13 8 (4.28%) PostGIS
14 6 (3.21%) REST
14 6 (3.21%) Sass
14 6 (3.21%) Spark Streaming
Miscellaneous
1 28 (14.97%) Computer Science
2 16 (8.56%) Public Cloud
3 13 (6.95%) Greenfield Project
3 13 (6.95%) Mobile App
4 12 (6.42%) Data Centre
5 10 (5.35%) Algorithms
6 9 (4.81%) Cloud Native
7 8 (4.28%) Private Cloud
7 8 (4.28%) Tandem
8 6 (3.21%) Analytical Skills
8 6 (3.21%) Virtual Team
9 4 (2.14%) Fintech
10 3 (1.60%) Hybrid Cloud
10 3 (1.60%) Life Science
10 3 (1.60%) Semantic Web
10 3 (1.60%) User Experience
10 3 (1.60%) Video\Live Streaming
11 2 (1.07%) Data Structures
11 2 (1.07%) Hedge funds
11 2 (1.07%) Linked Data
Operating Systems
1 75 (40.11%) Linux
2 21 (11.23%) Unix
3 19 (10.16%) Windows
4 11 (5.88%) Ubuntu
5 7 (3.74%) Debian
6 6 (3.21%) CoreOS
7 5 (2.67%) DC/OS
8 4 (2.14%) CentOS
8 4 (2.14%) Red Hat Enterprise Linux
9 3 (1.60%) Solaris
10 2 (1.07%) Android
10 2 (1.07%) Apple iOS
11 1 (0.53%) Mac OS
11 1 (0.53%) zOS
Processes & Methodologies
1 112 (59.89%) DevOps
2 86 (45.99%) Agile Software Development
3 46 (24.60%) Software Engineering
4 36 (19.25%) Continuous Integration
4 36 (19.25%) Machine Learning
5 33 (17.65%) Open Source
6 32 (17.11%) Analytics
6 32 (17.11%) Microservices
7 29 (15.51%) Configuration Management
7 29 (15.51%) Scrum
8 24 (12.83%) BDD
8 24 (12.83%) Data Science
8 24 (12.83%) E-Commerce
8 24 (12.83%) Test Automation
9 23 (12.30%) TDD
10 20 (10.70%) Auto-Scaling
11 19 (10.16%) Presales
12 15 (8.02%) SDLC
13 14 (7.49%) Continuous Delivery
14 13 (6.95%) Front End Development
Programming Languages
1 95 (50.80%) Java
1 95 (50.80%) Python
2 59 (31.55%) Scala
3 51 (27.27%) SQL
4 40 (21.39%) C#
5 35 (18.72%) Go
6 26 (13.90%) JavaScript
7 23 (12.30%) Ruby
8 20 (10.70%) Bash Shell
9 15 (8.02%) ES6
10 11 (5.88%) C++
10 11 (5.88%) Shell Script
11 10 (5.35%) Perl
12 5 (2.67%) CoffeeScript
12 5 (2.67%) F#
13 4 (2.14%) Clojure
13 4 (2.14%) ClojureScript
13 4 (2.14%) Groovy
13 4 (2.14%) Jython
13 4 (2.14%) Kotlin
Qualifications
1 29 (15.51%) Degree
2 13 (6.95%) Master's Degree
3 11 (5.88%) Computer Science Degree
4 7 (3.74%) ISEB
4 7 (3.74%) ISTQB
5 1 (0.53%) AWS Certification
Quality Assurance & Compliance
1 17 (9.09%) QA
2 5 (2.67%) Disclosure Scotland
3 3 (1.60%) GDPR
3 3 (1.60%) ISO/IEC 27001
3 3 (1.60%) PSD2
4 2 (1.07%) Data Quality
4 2 (1.07%) GCP
4 2 (1.07%) PMO
System Software
1 157 (83.96%) Docker
2 25 (13.37%) HDFS
3 10 (5.35%) Apache Flume
4 8 (4.28%) VMware Infrastructure
5 7 (3.74%) KVM
6 5 (2.67%) Apache ZooKeeper
6 5 (2.67%) Xen
7 3 (1.60%) Virtual Machines
7 3 (1.60%) VMware ESXi
8 1 (0.53%) Active Directory
8 1 (0.53%) LXC
8 1 (0.53%) QEMU
8 1 (0.53%) Snort
Systems Management
1 107 (57.22%) Kubernetes
2 87 (46.52%) Ansible
3 73 (39.04%) Puppet
4 54 (28.88%) Opscode Chef
5 53 (28.34%) Terraform
6 30 (16.04%) Marathon
7 21 (11.23%) Docker Swarm
8 19 (10.16%) Hadoop YARN
9 15 (8.02%) rkt
9 15 (8.02%) Salt
10 13 (6.95%) Kibana
11 9 (4.81%) logstash
11 9 (4.81%) Prometheus
12 6 (3.21%) Packer
13 5 (2.67%) Capistrano
13 5 (2.67%) Graphite
13 5 (2.67%) systemd
14 4 (2.14%) Grafana
15 3 (1.60%) Red Hat Spacewalk
15 3 (1.60%) Rundeck
Vendors
1 24 (12.83%) Red Hat
2 19 (10.16%) Google
3 16 (8.56%) Splunk
4 11 (5.88%) Oracle
5 9 (4.81%) VMware
6 7 (3.74%) Cloudera
6 7 (3.74%) HP
7 6 (3.21%) Capita
7 6 (3.21%) Hortonworks
7 6 (3.21%) MapR
8 5 (2.67%) New Relic
8 5 (2.67%) SAP
9 3 (1.60%) AppDynamics
9 3 (1.60%) Atlassian
10 2 (1.07%) Microsoft
11 1 (0.53%) CA
11 1 (0.53%) Cisco
11 1 (0.53%) Dell
11 1 (0.53%) ForgeRock
11 1 (0.53%) Tripwire