Period
to 11 December 2017

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 11 December 2017 with a comparison to the same period in the previous 2 years.

Apache Mesos
UK
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 979 1018 1171
Rank change year-on-year +39 +153 +169
Permanent jobs citing Mesos 213 195 117
As % of all permanent IT jobs advertised in the UK 0.12% 0.11% 0.054%
As % of the Systems Management category 1.34% 1.21% 0.70%
Number of salaries quoted 189 151 92
UK median annual salary £72,500 £75,000 £70,000
Median salary % change year-on-year -3.33% +7.14% -30.00%
10th Percentile £50,000 £45,000 £51,250
90th Percentile £102,750 £110,000 £97,000
UK excluding London median annual salary £67,000 £50,000 £95,000
% change year-on-year +34.00% -47.37% -

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 15882 16062 16640
As % of all permanent IT jobs advertised in the UK 8.84% 8.69% 7.72%
Number of salaries quoted 13022 12988 13610
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +6.38%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £81,250 £78,750 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +3.66%

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 11 December 2017.

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 11 December 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 +66 208 £72,500 -6.45% 21
London 0 148 £76,000 -5.00% 15
UK excluding London +33 60 £67,000 +34.00% 6
North of England +27 26 £67,000 +5.10% 3
South East +58 25 £61,500 +2.50% 2
North West +14 23 £67,000 +5.10% 1
South West +9 4 £45,000 -
East of England - 4 £77,500 - 1
Yorkshire - 3 £53,000 - 2
Midlands +10 1 £75,000 -
West Midlands +7 1 £75,000 -

For the 6 months to 11 December 2017, IT jobs citing Mesos 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 Mesos.

1 181 (84.98%) Docker
2 142 (66.67%) Amazon AWS
3 125 (58.69%) DevOps
4 122 (57.28%) Python
5 103 (48.36%) Java
6 102 (47.89%) Ansible
7 101 (47.42%) Apache Spark
8 99 (46.48%) Big Data
9 95 (44.60%) Hadoop
10 91 (42.72%) Kubernetes
11 88 (41.31%) Puppet
12 85 (39.91%) Jenkins
13 84 (39.44%) Linux
14 78 (36.62%) Microsoft Azure
15 77 (36.15%) Agile Software Development
16 70 (32.86%) Scala
17 68 (31.92%) Opscode Chef
18 64 (30.05%) SQL
19 55 (25.82%) Go
20 54 (25.35%) Machine Learning
20 54 (25.35%) Terraform
21 53 (24.88%) Marathon
21 53 (24.88%) Finance
22 50 (23.47%) NoSQL
23 46 (21.60%) SQL Server
23 46 (21.60%) Open Source
24 45 (21.13%) Kafka
25 43 (20.19%) Continuous Integration
25 43 (20.19%) Degree
26 42 (19.72%) Web Services

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
1 101 (47.42%) Apache Spark
2 38 (17.84%) Apache
3 21 (9.86%) Elasticsearch
4 15 (7.04%) OpenStack
5 14 (6.57%) Confluence
6 13 (6.10%) Apache Solr
7 10 (4.69%) Apache Pig
7 10 (4.69%) WebSphere
8 2 (0.94%) JBoss
8 2 (0.94%) nginx
8 2 (0.94%) WebLogic
9 1 (0.47%) GemFire
9 1 (0.47%) Oracle Coherence
9 1 (0.47%) Tomcat
Cloud Services
1 142 (66.67%) Amazon AWS
2 78 (36.62%) Microsoft Azure
3 28 (13.15%) Google Cloud Platform
4 26 (12.21%) AWS CloudFormation
5 18 (8.45%) Amazon S3
6 15 (7.04%) Virtual Private Cloud
7 14 (6.57%) Amazon EC2
7 14 (6.57%) PaaS
8 13 (6.10%) Cloud Computing
9 11 (5.16%) SaaS
10 10 (4.69%) Amazon ELB
10 10 (4.69%) IaaS
11 9 (4.23%) OpenShift
12 7 (3.29%) GitHub
13 6 (2.82%) Amazon EMR
14 5 (2.35%) AWS Lambda
14 5 (2.35%) Route 53
14 5 (2.35%) Serverless
15 3 (1.41%) Amazon Kinesis
16 2 (0.94%) Amazon ElastiCache
Communications & Networking
1 13 (6.10%) IPsec
1 13 (6.10%) VPN
2 7 (3.29%) TCP/IP
3 5 (2.35%) Broadband
3 5 (2.35%) SSL
4 4 (1.88%) DNS
4 4 (1.88%) Firewall
4 4 (1.88%) Kerberos
5 3 (1.41%) HTTP
6 2 (0.94%) OpenVPN
6 2 (0.94%) SNMP
7 1 (0.47%) DHCP
7 1 (0.47%) Internet
Database & Business Intelligence
1 99 (46.48%) Big Data
2 95 (44.60%) Hadoop
3 50 (23.47%) NoSQL
4 46 (21.60%) SQL Server
5 39 (18.31%) Relational Database
6 32 (15.02%) PostgreSQL
7 30 (14.08%) MongoDB
8 28 (13.15%) Redis
9 27 (12.68%) Apache Cassandra
9 27 (12.68%) Apache Hive
10 22 (10.33%) Amazon RDS
11 20 (9.39%) RDBMS
12 13 (6.10%) Riak
13 9 (4.23%) Data Warehouse
14 8 (3.76%) MySQL
14 8 (3.76%) OpenTSDB
15 7 (3.29%) Amazon Redshift
15 7 (3.29%) HBase
16 6 (2.82%) Data Lake
16 6 (2.82%) MariaDB
Development Applications
1 85 (39.91%) Jenkins
2 28 (13.15%) Git (software)
3 24 (11.27%) Hudson
4 23 (10.80%) Atlassian Bamboo
5 22 (10.33%) Cucumber
6 21 (9.86%) JIRA
6 21 (9.86%) Selenium
7 18 (8.45%) gulp
7 18 (8.45%) webpack
8 15 (7.04%) CircleCI
8 15 (7.04%) Vagrant
9 12 (5.63%) Travis CI
10 11 (5.16%) HP UFT
11 10 (4.69%) TeamCity
12 8 (3.76%) Babel
12 8 (3.76%) GitLab
12 8 (3.76%) Sinon.JS
13 7 (3.29%) Octopus Deploy
14 6 (2.82%) Gradle
14 6 (2.82%) Maven
General
1 53 (24.88%) Finance
2 28 (13.15%) Marketing
3 24 (11.27%) Telecoms
4 22 (10.33%) Electronics
4 22 (10.33%) Manufacturing
5 21 (9.86%) Retail
6 7 (3.29%) Front Office
7 6 (2.82%) Games
8 2 (0.94%) Banking
9 1 (0.47%) Advertising
9 1 (0.47%) Automotive
9 1 (0.47%) Financial Institution
9 1 (0.47%) Investment Banking
Job Titles
1 52 (24.41%) Architect
2 41 (19.25%) DevOps Engineer
3 38 (17.84%) Cloud Architect
4 28 (13.15%) Developer
5 27 (12.68%) DevOps Architect
6 21 (9.86%) Lead DevOps
7 20 (9.39%) AWS DevOps
8 17 (7.98%) Software Engineer
9 15 (7.04%) AWS Engineer
9 15 (7.04%) Senior DevOps
10 13 (6.10%) AWS Architect
11 12 (5.63%) Big Data Engineer
11 12 (5.63%) Data Engineer
12 11 (5.16%) Automation Tester
12 11 (5.16%) Consultant
12 11 (5.16%) Solutions Architect
12 11 (5.16%) Technical Tester
12 11 (5.16%) Tester
13 10 (4.69%) Selenium Tester
13 10 (4.69%) Senior Architect
Libraries, Frameworks & Software Standards
1 45 (21.13%) Kafka
2 42 (19.72%) Web Services
3 32 (15.02%) RabbitMQ
4 30 (14.08%) Node.js
5 26 (12.21%) .NET
6 25 (11.74%) Elastic Stack
7 23 (10.80%) React
8 21 (9.86%) MSMQ
9 17 (7.98%) JSON
10 14 (6.57%) Middleware
11 10 (4.69%) Akka
11 10 (4.69%) AngularJS
11 10 (4.69%) Ember.js
11 10 (4.69%) IBM Integration Bus
11 10 (4.69%) J2EE
11 10 (4.69%) Java EE
11 10 (4.69%) Samza
11 10 (4.69%) Sass
12 8 (3.76%) Enzyme
13 7 (3.29%) GraphX
Miscellaneous
1 35 (16.43%) Public Cloud
2 24 (11.27%) Computer Science
3 19 (8.92%) Data Centre
4 17 (7.98%) Greenfield Project
5 15 (7.04%) Mobile App
6 8 (3.76%) Algorithms
6 8 (3.76%) Private Cloud
7 6 (2.82%) Analytical Skills
7 6 (2.82%) Virtual Team
8 5 (2.35%) Cloud Native
8 5 (2.35%) Fintech
9 4 (1.88%) Hedge funds
10 3 (1.41%) Video\Live Streaming
11 2 (0.94%) Clustering
11 2 (0.94%) Linux Command Line
11 2 (0.94%) Tandem
12 1 (0.47%) Data Structures
12 1 (0.47%) Enterprise Software
12 1 (0.47%) Smart Energy
12 1 (0.47%) Xbox
Operating Systems
1 84 (39.44%) Linux
2 36 (16.90%) Windows
3 35 (16.43%) Unix
4 15 (7.04%) Ubuntu
5 10 (4.69%) Debian
6 7 (3.29%) DC/OS
7 6 (2.82%) CentOS
8 2 (0.94%) Android
8 2 (0.94%) Apple iOS
8 2 (0.94%) VMS
9 1 (0.47%) CoreOS
9 1 (0.47%) Red Hat Enterprise Linux
Processes & Methodologies
1 125 (58.69%) DevOps
2 77 (36.15%) Agile Software Development
3 54 (25.35%) Machine Learning
4 46 (21.60%) Open Source
5 43 (20.19%) Continuous Integration
6 42 (19.72%) Configuration Management
7 41 (19.25%) Software Engineering
8 35 (16.43%) Microservices
9 34 (15.96%) Scrum
10 33 (15.49%) Analytics
11 29 (13.62%) E-Commerce
11 29 (13.62%) TDD
12 25 (11.74%) BDD
13 23 (10.80%) Digital Marketing
14 22 (10.33%) Business Intelligence
14 22 (10.33%) Programme Management
14 22 (10.33%) Test Automation
15 21 (9.86%) Load Balancing
16 18 (8.45%) Continuous Delivery
16 18 (8.45%) Presales
Programming Languages
1 122 (57.28%) Python
2 103 (48.36%) Java
3 70 (32.86%) Scala
4 64 (30.05%) SQL
5 55 (25.82%) Go
6 36 (16.90%) C#
7 33 (15.49%) Ruby
8 32 (15.02%) C++
9 31 (14.55%) Bash Shell
10 22 (10.33%) Shell Script
11 19 (8.92%) ES6
11 19 (8.92%) Perl
12 18 (8.45%) JavaScript
13 7 (3.29%) PHP
14 4 (1.88%) Clojure
14 4 (1.88%) ClojureScript
14 4 (1.88%) F#
14 4 (1.88%) Groovy
14 4 (1.88%) Jython
14 4 (1.88%) Kotlin
Qualifications
1 43 (20.19%) Degree
2 14 (6.57%) Computer Science Degree
3 11 (5.16%) ISEB
3 11 (5.16%) ISTQB
4 10 (4.69%) Master's Degree
5 2 (0.94%) SC Cleared
5 2 (0.94%) Security Cleared
6 1 (0.47%) Numerate Degree
Quality Assurance & Compliance
1 14 (6.57%) QA
2 5 (2.35%) Disclosure Scotland
3 1 (0.47%) Data Quality
3 1 (0.47%) GCP
3 1 (0.47%) ISO/IEC 27001
3 1 (0.47%) SLA
System Software
1 181 (84.98%) Docker
2 12 (5.63%) HDFS
3 11 (5.16%) Apache Flume
4 4 (1.88%) VMware Infrastructure
4 4 (1.88%) Xen
5 3 (1.41%) Apache ZooKeeper
5 3 (1.41%) KVM
6 2 (0.94%) Corosync
6 2 (0.94%) Virtual Machines
7 1 (0.47%) LXC
7 1 (0.47%) QEMU
Systems Management
1 102 (47.89%) Ansible
2 91 (42.72%) Kubernetes
3 88 (41.31%) Puppet
4 68 (31.92%) Opscode Chef
5 54 (25.35%) Terraform
6 53 (24.88%) Marathon
7 18 (8.45%) rkt
8 14 (6.57%) Salt
9 11 (5.16%) Docker Swarm
10 10 (4.69%) Hadoop YARN
11 8 (3.76%) Kibana
11 8 (3.76%) logstash
12 6 (2.82%) HAProxy
13 5 (2.35%) Prometheus
13 5 (2.35%) systemd
13 5 (2.35%) ZABBIX
14 4 (1.88%) Grafana
14 4 (1.88%) Graphite
14 4 (1.88%) Nagios
15 3 (1.41%) Consul
Vendors
1 36 (16.90%) Google
2 24 (11.27%) SAP
3 22 (10.33%) Red Hat
4 11 (5.16%) HP
4 11 (5.16%) Splunk
5 5 (2.35%) VMware
6 4 (1.88%) Capita
7 3 (1.41%) Atlassian
7 3 (1.41%) Microsoft
7 3 (1.41%) Oracle
8 2 (0.94%) AppDynamics
8 2 (0.94%) Black Duck
8 2 (0.94%) Cisco
8 2 (0.94%) IBM
8 2 (0.94%) Juniper
8 2 (0.94%) MuleSoft
8 2 (0.94%) New Relic
8 2 (0.94%) TIBCO
8 2 (0.94%) Veracode
8 2 (0.94%) WSO2