Period
to 22 January 2019

The following table provides summary statistics for permanent job vacancies with a requirement for DC/OS skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited DC/OS over the 6 months to 22 January 2019 with a comparison to the same period in the previous 2 years.

Datacenter Operating System (DC/OS)
UK
6 months to
22 Jan 2019
Same period 2018 Same period 2017
Rank 1064 1163 1189
Rank change year-on-year +99 +26 -
Permanent jobs citing DC/OS 54 18 7
As % of all permanent IT jobs advertised in the UK 0.036% 0.010% 0.004%
As % of the Operating Systems category 0.15% 0.043% 0.016%
Number of salaries quoted 53 18 7
UK median annual salary £62,500 £55,000 £80,000
Median salary % change year-on-year +13.64% -31.25% -
10th Percentile £51,250 £40,000 £75,000
90th Percentile £72,000 £84,125 £85,000
UK excluding London median annual salary £52,500 £50,000 £80,000
% change year-on-year +5.00% -37.50% -

DC/OS is in the Operating Systems category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for operating system skills.

All Operating Systems
UK
Permanent vacancies with a requirement for operating system skills 35,296 41,968 42,629
As % of all permanent IT jobs advertised in the UK 23.25% 24.20% 24.42%
Number of salaries quoted 28,306 34,324 35,968
UK median annual salary £47,500 £45,000 £44,000
Median salary % change year-on-year +5.56% +2.27% +1.15%
10th Percentile £25,750 £24,750 £24,706
90th Percentile £78,750 £75,000 £72,500
UK excluding London median annual salary £42,000 £40,000 £39,500
% change year-on-year +5.00% +1.27% -1.25%

DC/OS
Job Vacancy Trend

Job postings citing DC/OS as a percentage of all IT jobs advertised.

Job vacancy trend for DC/OS in the UK

DC/OS
Salary Trend

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

Salary trend for DC/OS in the UK

DC/OS
Salary Histogram

The salary distribution of IT jobs citing DC/OS over the 6 months to 22 January 2019.

Salary histogram for DC/OS in the UK

DC/OS
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing DC/OS within the UK over the 6 months to 22 January 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 +120 50 £62,500 +16.28% 15
UK excluding London +81 33 £52,500 +5.00% 12
London +61 21 £65,000 +20.93% 5
South East - 21 £52,500 - 4
South West - 4 £62,500 - 2
Midlands +46 3 £57,500 +15.00% 3
West Midlands +44 3 £57,500 +15.00% 3
Wales +12 3 £62,500 +25.00% 2
North West - 1 £42,500 -
North of England - 1 £42,500 -
Scotland - 1 £95,000 -

For the 6 months to 22 January 2019, IT jobs citing DC/OS 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 DC/OS.

1 52 (96.30%) Amazon AWS
1 52 (96.30%) Docker
2 51 (94.44%) DevOps
3 36 (66.67%) Microsoft Azure
4 34 (62.96%) Linux
5 30 (55.56%) Agile Software Development
6 29 (53.70%) Jenkins
6 29 (53.70%) Kubernetes
7 28 (51.85%) Terraform
8 25 (46.30%) Problem-Solving
9 23 (42.59%) Opscode Chef
10 21 (38.89%) Python
11 20 (37.04%) Java
11 20 (37.04%) Mesosphere
12 19 (35.19%) Ansible
13 18 (33.33%) Mentoring
13 18 (33.33%) Mesos
13 18 (33.33%) Microservices
14 17 (31.48%) Google Cloud Platform
14 17 (31.48%) Packer
14 17 (31.48%) Spring Boot
14 17 (31.48%) Relational Database
14 17 (31.48%) Puppet
14 17 (31.48%) E-Commerce
14 17 (31.48%) RDBMS
14 17 (31.48%) Content Management
14 17 (31.48%) Spring
15 16 (29.63%) VMware
15 16 (29.63%) Configuration Management
15 16 (29.63%) Continuous Integration

DC/OS
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 2 (3.70%) Apache
1 2 (3.70%) Apache Spark
1 2 (3.70%) Elasticsearch
2 1 (1.85%) Apache Airflow
2 1 (1.85%) Cloud Foundry
Cloud Services
1 52 (96.30%) Amazon AWS
2 36 (66.67%) Microsoft Azure
3 17 (31.48%) Google Cloud Platform
4 15 (27.78%) Amazon CloudWatch
4 15 (27.78%) AWS CloudFormation
4 15 (27.78%) Datadog
5 11 (20.37%) Amazon EC2
5 11 (20.37%) Amazon S3
6 10 (18.52%) PaaS
6 10 (18.52%) Route 53
7 1 (1.85%) SaaS
Communications & Networking
1 1 (1.85%) Asterisk PBX
1 1 (1.85%) DNS
1 1 (1.85%) Firewall
1 1 (1.85%) HTTP
1 1 (1.85%) Internet
1 1 (1.85%) SMTP
1 1 (1.85%) SSL
Database & Business Intelligence
1 17 (31.48%) RDBMS
1 17 (31.48%) Relational Database
2 13 (24.07%) MongoDB
3 10 (18.52%) Amazon RDS
4 5 (9.26%) Apache Cassandra
5 3 (5.56%) NoSQL
5 3 (5.56%) Redis
6 2 (3.70%) Big Data
6 2 (3.70%) Hadoop
6 2 (3.70%) PostgreSQL
7 1 (1.85%) Apache Hive
7 1 (1.85%) Data Warehouse
7 1 (1.85%) Flink
7 1 (1.85%) HBase
7 1 (1.85%) Impala
7 1 (1.85%) Mahout
7 1 (1.85%) MySQL
7 1 (1.85%) Parquet
7 1 (1.85%) Snowflake Schema
7 1 (1.85%) Star Schema
Development Applications
1 29 (53.70%) Jenkins
2 16 (29.63%) Travis CI
3 15 (27.78%) Atlassian Bamboo
3 15 (27.78%) Vagrant
4 12 (22.22%) Git (software)
5 10 (18.52%) JIRA
6 1 (1.85%) JUnit
6 1 (1.85%) Maven
General
1 5 (9.26%) Games
2 1 (1.85%) Publishing
2 1 (1.85%) Telecoms
Job Titles
1 20 (37.04%) DevOps Engineer
2 17 (31.48%) Developer
2 17 (31.48%) Java Developer
2 17 (31.48%) Senior Developer
2 17 (31.48%) Senior Java Developer
3 16 (29.63%) Linux Engineer
4 10 (18.52%) Unix Engineer
4 10 (18.52%) Unix Linux Engineer
5 7 (12.96%) AWS Engineer
6 6 (11.11%) AWS DevOps
6 6 (11.11%) AWS DevOps Engineer
7 5 (9.26%) Linux DevOps Engineer
7 5 (9.26%) Linux Systems Engineer
7 5 (9.26%) Linux/Unix DevOps
7 5 (9.26%) Systems Engineer
8 4 (7.41%) DevOps Systems Engineer
9 1 (1.85%) Big Data Engineer
9 1 (1.85%) Cloud Engineer
9 1 (1.85%) Data Engineer
9 1 (1.85%) Site Reliability Engineer
Libraries, Frameworks & Software Standards
1 17 (31.48%) Spring
1 17 (31.48%) Spring Boot
2 16 (29.63%) Elastic Stack
3 10 (18.52%) Jinja
4 6 (11.11%) Kafka
5 2 (3.70%) Node.js
5 2 (3.70%) RabbitMQ
5 2 (3.70%) REST
6 1 (1.85%) Apache Avro
6 1 (1.85%) Apache Beam
6 1 (1.85%) CSS
6 1 (1.85%) HTML
6 1 (1.85%) LDAP
6 1 (1.85%) React
6 1 (1.85%) RESTful
6 1 (1.85%) Spark Streaming
6 1 (1.85%) Web Services
Miscellaneous
1 15 (27.78%) Analytical Skills
2 14 (25.93%) Linux Command Line
3 2 (3.70%) Hybrid Cloud
4 1 (1.85%) Algorithms
4 1 (1.85%) Cloud Native
4 1 (1.85%) Data Centre
4 1 (1.85%) Data Structures
4 1 (1.85%) Life Science
4 1 (1.85%) Private Cloud
4 1 (1.85%) Public Cloud
Operating Systems
1 34 (62.96%) Linux
2 20 (37.04%) Mesosphere
3 16 (29.63%) CentOS
3 16 (29.63%) Red Hat Enterprise Linux
4 15 (27.78%) Ubuntu
4 15 (27.78%) Windows
4 15 (27.78%) Windows Server
4 15 (27.78%) Windows Server 2008
5 11 (20.37%) Unix
6 1 (1.85%) Mac OS
Processes & Methodologies
1 51 (94.44%) DevOps
2 30 (55.56%) Agile Software Development
3 25 (46.30%) Problem-Solving
4 18 (33.33%) Mentoring
4 18 (33.33%) Microservices
5 17 (31.48%) Content Management
5 17 (31.48%) E-Commerce
6 16 (29.63%) Configuration Management
6 16 (29.63%) Continuous Integration
7 15 (27.78%) SDLC
7 15 (27.78%) Server Monitoring
8 13 (24.07%) Test Automation
9 10 (18.52%) Load Balancing
10 6 (11.11%) Systems Engineering
11 5 (9.26%) Data Analysis
11 5 (9.26%) Data Management
12 3 (5.56%) Infrastructure Engineering
12 3 (5.56%) Software Engineering
12 3 (5.56%) TDD
13 2 (3.70%) Site Reliability Engineering
Programming Languages
1 21 (38.89%) Python
2 20 (37.04%) Java
3 12 (22.22%) SQL
4 10 (18.52%) PL/SQL
4 10 (18.52%) Shell Script
5 3 (5.56%) Go
6 2 (3.70%) Ruby
6 2 (3.70%) Scala
7 1 (1.85%) Bash Shell
7 1 (1.85%) Clojure
7 1 (1.85%) Haskell
7 1 (1.85%) JavaScript
Qualifications
1 2 (3.70%) Security Cleared
2 1 (1.85%) Degree
Quality Assurance & Compliance
1 1 (1.85%) QA
System Software
1 52 (96.30%) Docker
2 16 (29.63%) VMware Infrastructure
3 15 (27.78%) Hyper-V
3 15 (27.78%) Virtual Machines
3 15 (27.78%) VirtualBox
4 1 (1.85%) HDFS
4 1 (1.85%) KVM
Systems Management
1 29 (53.70%) Kubernetes
2 28 (51.85%) Terraform
3 23 (42.59%) Opscode Chef
4 19 (35.19%) Ansible
5 18 (33.33%) Mesos
6 17 (31.48%) Packer
6 17 (31.48%) Puppet
7 15 (27.78%) Docker Swarm
8 10 (18.52%) Rancher
9 7 (12.96%) Marathon
10 1 (1.85%) Apache Brooklyn
Vendors
1 16 (29.63%) VMware
2 15 (27.78%) Google
2 15 (27.78%) New Relic
2 15 (27.78%) Splunk
3 10 (18.52%) Oracle
3 10 (18.52%) SaltStack
4 2 (3.70%) Cloudera
4 2 (3.70%) Hortonworks
4 2 (3.70%) MapR
5 1 (1.85%) Cisco
5 1 (1.85%) Polycom