Period
to 25 September 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Datadog skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Datadog over the 6 months to 25 September 2018 with a comparison to the same period in the previous 2 years.

Datadog
UK > England
6 months to
25 Sep 2018
Same period 2017 Same period 2016
Rank 1046 1098 1213
Rank change year-on-year +52 +115 +80
Permanent jobs citing Datadog 86 57 5
As % of all permanent IT jobs advertised in England 0.055% 0.034% 0.003%
As % of the Cloud Services category 0.23% 0.19% 0.022%
Number of salaries quoted 71 37 4
England median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £38,500 £53,750
90th Percentile £87,500 £79,750 £61,250
UK median annual salary £58,500 £60,000 £57,500
% change year-on-year -2.50% +4.35% +4.55%

Datadog is in the Cloud Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for cloud computing skills.

All Cloud Skills
England
Permanent vacancies with a requirement for cloud computing skills 37,008 29,763 22,915
As % of all permanent IT jobs advertised in England 23.68% 17.96% 12.69%
Number of salaries quoted 30,174 24,703 19,412
England median annual salary £55,000 £52,500 £50,500
Median salary % change year-on-year +4.76% +3.96% +6.32%
10th Percentile £30,000 £28,500 £28,500
90th Percentile £85,000 £81,250 £80,000
UK median annual salary £55,000 £50,000 £50,000
% change year-on-year +10.00% - +5.26%

Datadog
Job Vacancy Trend in England

Job postings citing Datadog as a percentage of all IT jobs advertised in England.

Job vacancy trend for Datadog in England

Datadog
Salary Trend in England

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

Salary trend for Datadog in England

Datadog
Salary Histogram in England

The salary distribution of IT jobs citing Datadog in England over the 6 months to 25 September 2018.

Salary histogram for Datadog in England

Datadog
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Datadog within the England region over the 6 months to 25 September 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
London +63 55 £65,000 +6.12% 11
South East +3 17 £42,500 -15.00% 3
North of England - 9 £51,250 - 1
North East - 8 £51,250 - 1
West Midlands +28 2 £52,500 - 2
Midlands +19 2 £52,500 - 2
East of England +27 1 £60,000 +20.00% 5
North West - 1 - -
Datadog
UK

For the 6 months to 25 September 2018, IT jobs citing Datadog 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 across the England region with a requirement for Datadog.

1 73 (84.88%) DevOps
2 64 (74.42%) Amazon AWS
3 54 (62.79%) Docker
4 50 (58.14%) Ansible
5 47 (54.65%) Linux
6 42 (48.84%) Agile Software Development
6 42 (48.84%) Opscode Chef
7 40 (46.51%) Microsoft Azure
7 40 (46.51%) Kubernetes
8 39 (45.35%) Puppet
8 39 (45.35%) Python
9 38 (44.19%) Terraform
10 33 (38.37%) Configuration Management
10 33 (38.37%) Jenkins
11 32 (37.21%) New Relic
12 30 (34.88%) Continuous Integration
13 29 (33.72%) Ruby
14 28 (32.56%) Java
14 28 (32.56%) Bash Shell
15 26 (30.23%) Test Automation
16 22 (25.58%) Packer
17 21 (24.42%) Deployment Automation
17 21 (24.42%) Splunk
18 20 (23.26%) Elastic Stack
19 19 (22.09%) Elasticsearch
19 19 (22.09%) Nagios
20 16 (18.60%) nginx
20 16 (18.60%) Linux Command Line
21 15 (17.44%) Continuous Delivery
21 15 (17.44%) Amazon CloudWatch

Datadog
Co-occurring IT Skills in England 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 19 (22.09%) Elasticsearch
2 16 (18.60%) nginx
3 15 (17.44%) Apache
4 7 (8.14%) Confluence
5 4 (4.65%) Tomcat
6 2 (2.33%) WebSphere
7 1 (1.16%) Adobe Experience Manager
7 1 (1.16%) Apache Spark
7 1 (1.16%) IIS
Cloud Services
1 64 (74.42%) Amazon AWS
2 40 (46.51%) Microsoft Azure
3 15 (17.44%) Amazon CloudWatch
4 13 (15.12%) AWS CloudFormation
5 12 (13.95%) Google Cloud Platform
6 9 (10.47%) Amazon EC2
7 8 (9.30%) Slack
8 7 (8.14%) GitHub
9 6 (6.98%) Logentries
10 5 (5.81%) Amazon S3
11 4 (4.65%) SaaS
12 3 (3.49%) AWS Lambda
12 3 (3.49%) Serverless
13 2 (2.33%) Amazon ELB
13 2 (2.33%) AWS OpsWorks
13 2 (2.33%) IaaS
13 2 (2.33%) PaaS
13 2 (2.33%) Stackdriver
13 2 (2.33%) Virtual Private Cloud
14 1 (1.16%) Amazon SQS
Communications & Networking
1 12 (13.95%) TCP/IP
2 7 (8.14%) DNS
3 5 (5.81%) SSL
4 4 (4.65%) VPN
5 3 (3.49%) DHCP
5 3 (3.49%) SSH
6 2 (2.33%) Cisco ASA
6 2 (2.33%) Firewall
6 2 (2.33%) Internet
7 1 (1.16%) HTTP
7 1 (1.16%) LAN
7 1 (1.16%) Network Security
7 1 (1.16%) SMTP
7 1 (1.16%) WAN
Database & Business Intelligence
1 15 (17.44%) Redis
2 13 (15.12%) MySQL
3 7 (8.14%) Amazon RDS
3 7 (8.14%) Apache Cassandra
4 6 (6.98%) PostgreSQL
5 5 (5.81%) Amazon Redshift
5 5 (5.81%) NoSQL
6 3 (3.49%) Amazon DynamoDB
6 3 (3.49%) Blockchain
6 3 (3.49%) MariaDB
6 3 (3.49%) SQL Server
7 2 (2.33%) Cosmos DB
7 2 (2.33%) CouchDB
8 1 (1.16%) Apache Hive
8 1 (1.16%) Hadoop
8 1 (1.16%) HBase
8 1 (1.16%) Relational Database
8 1 (1.16%) SQLPlus
Development Applications
1 33 (38.37%) Jenkins
2 14 (16.28%) GitLab
2 14 (16.28%) Selenium
3 13 (15.12%) JIRA
4 11 (12.79%) TeamCity
5 10 (11.63%) Vagrant
6 9 (10.47%) Atlassian Bamboo
6 9 (10.47%) Travis CI
7 6 (6.98%) Capybara
7 6 (6.98%) Cucumber
7 6 (6.98%) Gatling
7 6 (6.98%) WebDriver
8 5 (5.81%) Bitbucket
8 5 (5.81%) Git (software)
8 5 (5.81%) Sonatype Nexus
9 3 (3.49%) Octopus Deploy
10 2 (2.33%) CircleCI
11 1 (1.16%) Airbrake
11 1 (1.16%) Artifactory
11 1 (1.16%) GoCD
General
1 12 (13.95%) Games
2 9 (10.47%) Banking
3 8 (9.30%) Finance
4 4 (4.65%) French Language
4 4 (4.65%) Retail
4 4 (4.65%) Spanish Language
5 2 (2.33%) Investment Banking
5 2 (2.33%) Military
6 1 (1.16%) Advertising
6 1 (1.16%) Marketing
Job Titles
1 64 (74.42%) DevOps Engineer
2 16 (18.60%) Senior DevOps
2 16 (18.60%) Senior DevOps Engineer
3 15 (17.44%) Linux/Unix DevOps
4 13 (15.12%) Linux DevOps Engineer
4 13 (15.12%) Linux Engineer
5 8 (9.30%) Lead DevOps
5 8 (9.30%) Lead DevOps Engineer
6 6 (6.98%) Analyst
6 6 (6.98%) QA Analyst
6 6 (6.98%) Quality Analyst
7 4 (4.65%) Administrator
7 4 (4.65%) Linux Administrator
8 3 (3.49%) AWS Engineer
8 3 (3.49%) Developer
8 3 (3.49%) DevOps Systems Engineer
8 3 (3.49%) Systems Engineer
9 2 (2.33%) AWS DevOps
9 2 (2.33%) DevOps Administrator
9 2 (2.33%) Linux DevOps Administrator
Libraries, Frameworks & Software Standards
1 20 (23.26%) Elastic Stack
2 10 (11.63%) RabbitMQ
3 8 (9.30%) Node.js
3 8 (9.30%) Ruby on Rails
4 6 (6.98%) Kafka
4 6 (6.98%) SAML
5 5 (5.81%) LDAP
5 5 (5.81%) Web Services
6 4 (4.65%) .NET
6 4 (4.65%) LEMP Stack
7 3 (3.49%) .NET Framework
7 3 (3.49%) PHP-FPM
8 2 (2.33%) Entity Framework
8 2 (2.33%) Hibernate
8 2 (2.33%) HTML
8 2 (2.33%) JSON
8 2 (2.33%) RESTful
8 2 (2.33%) Spring
8 2 (2.33%) Spring Boot
8 2 (2.33%) WebSphere MQ
Miscellaneous
1 16 (18.60%) Linux Command Line
2 10 (11.63%) Analytical Skills
3 8 (9.30%) Mobile App
4 5 (5.81%) Data Centre
4 5 (5.81%) Mobile Banking
4 5 (5.81%) Private Cloud
5 4 (4.65%) Computer Science
5 4 (4.65%) Social Media
5 4 (4.65%) Video Conferencing
6 3 (3.49%) NHS
6 3 (3.49%) Public Cloud
6 3 (3.49%) Replication
6 3 (3.49%) User Experience
7 2 (2.33%) Fintech
7 2 (2.33%) Greenfield Project
7 2 (2.33%) N-Tier
7 2 (2.33%) Online Banking
8 1 (1.16%) Algorithms
8 1 (1.16%) Data Structures
8 1 (1.16%) Online Games
Operating Systems
1 47 (54.65%) Linux
2 14 (16.28%) Windows
3 11 (12.79%) CentOS
4 10 (11.63%) DC/OS
4 10 (11.63%) Red Hat Enterprise Linux
4 10 (11.63%) Ubuntu
4 10 (11.63%) Windows Server
4 10 (11.63%) Windows Server 2008
5 4 (4.65%) Unix
6 1 (1.16%) Amazon Linux
6 1 (1.16%) Debian
6 1 (1.16%) Mesosphere
Processes & Methodologies
1 73 (84.88%) DevOps
2 42 (48.84%) Agile Software Development
3 33 (38.37%) Configuration Management
4 30 (34.88%) Continuous Integration
5 26 (30.23%) Test Automation
6 21 (24.42%) Deployment Automation
7 15 (17.44%) Continuous Delivery
8 13 (15.12%) BDD
9 12 (13.95%) Open Source
10 10 (11.63%) Server Monitoring
11 9 (10.47%) Problem-Solving
11 9 (10.47%) SDLC
11 9 (10.47%) TDD
12 8 (9.30%) Web Operations
13 7 (8.14%) High Availability
13 7 (8.14%) Mentoring
14 6 (6.98%) Exploratory Testing
14 6 (6.98%) Performance Metrics
14 6 (6.98%) Performance Testing
15 5 (5.81%) Site Reliability Engineering
Programming Languages
1 39 (45.35%) Python
2 29 (33.72%) Ruby
3 28 (32.56%) Bash Shell
3 28 (32.56%) Java
4 14 (16.28%) Perl
5 9 (10.47%) C++
6 8 (9.30%) C
7 7 (8.14%) PowerShell
8 5 (5.81%) SQL
9 4 (4.65%) PHP
10 3 (3.49%) C#
10 3 (3.49%) Go
10 3 (3.49%) Java 8
11 2 (2.33%) ANSI SQL
11 2 (2.33%) JavaScript
11 2 (2.33%) T-SQL
12 1 (1.16%) Scala
12 1 (1.16%) Shell Script
12 1 (1.16%) TypeScript
Qualifications
1 4 (4.65%) Security Cleared
2 3 (3.49%) AWS Certification
3 2 (2.33%) Computer Science Degree
3 2 (2.33%) Degree
3 2 (2.33%) RHCE
4 1 (1.16%) DV Cleared
Quality Assurance & Compliance
1 7 (8.14%) QA
2 3 (3.49%) PCI DSS
System Software
1 54 (62.79%) Docker
2 11 (12.79%) Virtual Machines
2 11 (12.79%) VMware Infrastructure
3 9 (10.47%) Hyper-V
3 9 (10.47%) VirtualBox
4 8 (9.30%) NFS
5 3 (3.49%) iptables
5 3 (3.49%) LXC
6 2 (2.33%) Active Directory
6 2 (2.33%) KVM
7 1 (1.16%) VMware ESXi
Systems Management
1 50 (58.14%) Ansible
2 42 (48.84%) Opscode Chef
3 40 (46.51%) Kubernetes
4 39 (45.35%) Puppet
5 38 (44.19%) Terraform
6 22 (25.58%) Packer
7 19 (22.09%) Nagios
8 14 (16.28%) Grafana
9 10 (11.63%) Docker Swarm
10 9 (10.47%) Kibana
10 9 (10.47%) ZABBIX
11 8 (9.30%) HAProxy
12 7 (8.14%) logstash
13 6 (6.98%) Prometheus
14 4 (4.65%) Cobbler
15 3 (3.49%) Fail2ban
15 3 (3.49%) Graphite
16 2 (2.33%) Consul
16 2 (2.33%) Marathon
16 2 (2.33%) Mesos
Vendors
1 32 (37.21%) New Relic
2 21 (24.42%) Splunk
3 13 (15.12%) Google
4 12 (13.95%) VMware
5 6 (6.98%) Microsoft
6 5 (5.81%) Cisco
7 4 (4.65%) AppDynamics
8 3 (3.49%) Lets Encrypt
8 3 (3.49%) PagerDuty
9 2 (2.33%) Dell
9 2 (2.33%) F5
9 2 (2.33%) HP
9 2 (2.33%) IBM
10 1 (1.16%) Adobe
10 1 (1.16%) Atlassian
10 1 (1.16%) Dynatrace
10 1 (1.16%) SaltStack