Period
to 21 July 2018

The following table provides summary statistics for permanent job vacancies 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 21 July 2018 with a comparison to the same period in the previous 2 years.

Datadog
UK
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 1076 1152 1282
Rank change year-on-year +76 +130 +46
Permanent jobs citing Datadog 95 63 7
As % of all permanent IT jobs advertised in the UK 0.054% 0.035% 0.003%
As % of the Cloud Services category 0.24% 0.21% 0.029%
Number of salaries quoted 77 35 5
UK median annual salary £60,000 £55,000 £65,000
Median salary % change year-on-year +9.09% -15.38% +18.18%
UK excluding London median annual salary £50,000 £50,000 £65,000
% change year-on-year - -23.08% -

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 with a requirement for cloud computing skills.

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 40,070 30,106 24,342
As % of all permanent IT jobs advertised in the UK 22.90% 16.85% 12.01%
Number of salaries quoted 32,506 24,829 20,493
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £28,250 £27,750
90th Percentile £85,000 £80,000 £78,750
UK excluding London median annual salary £47,500 £45,000 £44,000
% change year-on-year +5.56% +2.27% +3.53%

Datadog
Job Vacancy Trend

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

Job vacancy trend for Datadog in the UK

Datadog
Salary Trend

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

Salary trend for Datadog in the UK

Datadog
Salary Histogram

The salary distribution of IT jobs citing Datadog over the 6 months to 21 July 2018.

Salary histogram for Datadog in the UK

Datadog
Top 9 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Datadog within the UK over the 6 months to 21 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 +53 90 £62,500 +13.64% 28
London +48 69 £67,000 +11.67% 11
UK excluding London +15 23 £50,000 - 23
South East -3 12 £55,000 +10.00% 7
North of England - 6 £45,000 - 5
North East - 5 £45,000 - 4
Scotland - 4 £50,000 - 4
East of England +9 1 £60,000 +20.00% 2
North West - 1 - - 1

For the 6 months to 21 July 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 with a requirement for Datadog.

1 76 (80.00%) Amazon AWS
2 75 (78.95%) Docker
3 67 (70.53%) DevOps
4 62 (65.26%) Linux
5 57 (60.00%) Python
6 55 (57.89%) Ansible
7 50 (52.63%) Microsoft Azure
8 48 (50.53%) Configuration Management
8 48 (50.53%) Terraform
9 47 (49.47%) Agile Software Development
10 44 (46.32%) Opscode Chef
11 41 (43.16%) Kubernetes
12 40 (42.11%) Puppet
13 39 (41.05%) New Relic
14 36 (37.89%) Jenkins
15 33 (34.74%) MySQL
16 32 (33.68%) Elastic Stack
17 30 (31.58%) Splunk
18 29 (30.53%) Amazon CloudWatch
19 28 (29.47%) Bash Shell
20 27 (28.42%) Nagios
20 27 (28.42%) Ruby
21 26 (27.37%) Continuous Integration
22 24 (25.26%) Google
22 24 (25.26%) Java
22 24 (25.26%) Packer
23 21 (22.11%) DNS
23 21 (22.11%) Test Automation
24 20 (21.05%) Perl
25 19 (20.00%) Big Data

Datadog
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 16 (16.84%) Elasticsearch
2 13 (13.68%) Apache Spark
3 10 (10.53%) Apache
4 9 (9.47%) CMS
5 8 (8.42%) Adobe Experience Manager
6 6 (6.32%) nginx
7 4 (4.21%) Confluence
7 4 (4.21%) Tomcat
8 2 (2.11%) WebSphere
9 1 (1.05%) IIS
Cloud Services
1 76 (80.00%) Amazon AWS
2 50 (52.63%) Microsoft Azure
3 29 (30.53%) Amazon CloudWatch
4 17 (17.89%) AWS CloudFormation
5 16 (16.84%) Google Cloud Platform
6 12 (12.63%) SaaS
7 11 (11.58%) GitHub
7 11 (11.58%) Slack
8 10 (10.53%) Amazon EC2
9 9 (9.47%) G Suite
9 9 (9.47%) OpenShift
10 7 (7.37%) Amazon S3
10 7 (7.37%) Logentries
11 3 (3.16%) Amazon ELB
11 3 (3.16%) Amazon EMR
11 3 (3.16%) AWS Lambda
11 3 (3.16%) Serverless
11 3 (3.16%) Stackdriver
12 2 (2.11%) CloudFront
12 2 (2.11%) Route 53
Communications & Networking
1 21 (22.11%) DNS
2 16 (16.84%) HTTP
2 16 (16.84%) SMTP
3 13 (13.68%) TCP/IP
3 13 (13.68%) VPN
4 11 (11.58%) Firewall
5 8 (8.42%) Internet
5 8 (8.42%) SSH
6 6 (6.32%) SNMP
7 4 (4.21%) DHCP
8 3 (3.16%) SSL
9 2 (2.11%) Cisco ASA
9 2 (2.11%) LAN
9 2 (2.11%) WAN
10 1 (1.05%) Network Security
Database & Business Intelligence
1 33 (34.74%) MySQL
2 19 (20.00%) Big Data
3 17 (17.89%) Apache Cassandra
3 17 (17.89%) PostgreSQL
4 16 (16.84%) NoSQL
5 13 (13.68%) Redis
6 10 (10.53%) Hadoop
7 9 (9.47%) Data Lake
8 8 (8.42%) Amazon RDS
8 8 (8.42%) MongoDB
9 4 (4.21%) Amazon DynamoDB
9 4 (4.21%) SQL Server
10 3 (3.16%) Cosmos DB
10 3 (3.16%) CouchDB
10 3 (3.16%) InfluxDB
10 3 (3.16%) Neo4j
10 3 (3.16%) Relational Database
11 2 (2.11%) Amazon Redshift
12 1 (1.05%) Apache Hive
12 1 (1.05%) MariaDB
Development Applications
1 36 (37.89%) Jenkins
2 12 (12.63%) GitLab
2 12 (12.63%) Vagrant
3 11 (11.58%) Git (software)
3 11 (11.58%) JIRA
4 10 (10.53%) Artifactory
4 10 (10.53%) Atlassian Bamboo
4 10 (10.53%) GoCD
4 10 (10.53%) Travis CI
5 9 (9.47%) Sonatype Nexus
5 9 (9.47%) TeamCity
6 8 (8.42%) Bitbucket
7 7 (7.37%) Selenium
8 6 (6.32%) Capybara
8 6 (6.32%) Cucumber
8 6 (6.32%) Gatling
8 6 (6.32%) WebDriver
9 4 (4.21%) Octopus Deploy
10 1 (1.05%) CircleCI
10 1 (1.05%) Jasmine
General
1 14 (14.74%) Retail
2 12 (12.63%) Finance
3 6 (6.32%) Banking
4 5 (5.26%) French Language
4 5 (5.26%) Spanish Language
5 4 (4.21%) Games
6 3 (3.16%) Automotive
6 3 (3.16%) Investment Banking
7 2 (2.11%) Italian Language
7 2 (2.11%) Military
8 1 (1.05%) Pharmaceutical
Job Titles
1 55 (57.89%) DevOps Engineer
2 15 (15.79%) Senior DevOps
3 13 (13.68%) Cloud Engineer
3 13 (13.68%) Senior DevOps Engineer
4 9 (9.47%) Developer
4 9 (9.47%) Linux/Unix DevOps
5 7 (7.37%) AWS DevOps
5 7 (7.37%) Linux DevOps Engineer
5 7 (7.37%) Linux Engineer
5 7 (7.37%) Site Engineer
5 7 (7.37%) Site Manager
5 7 (7.37%) Site Reliability Engineer
5 7 (7.37%) Site Reliability Manager
6 6 (6.32%) Analyst
6 6 (6.32%) Lead DevOps
6 6 (6.32%) Lead DevOps Engineer
6 6 (6.32%) QA Analyst
6 6 (6.32%) Quality Analyst
7 5 (5.26%) Principal Engineer
8 4 (4.21%) Systems Engineer
Libraries, Frameworks & Software Standards
1 32 (33.68%) Elastic Stack
2 14 (14.74%) Kafka
2 14 (14.74%) LDAP
3 9 (9.47%) Sensu
3 9 (9.47%) Web Services
4 8 (8.42%) .NET
5 7 (7.37%) Node.js
5 7 (7.37%) RabbitMQ
6 6 (6.32%) HTML
7 5 (5.26%) CSS
8 4 (4.21%) .NET Framework
8 4 (4.21%) ASP.NET
8 4 (4.21%) ASP.NET MVC
9 3 (3.16%) Entity Framework
9 3 (3.16%) Hibernate
9 3 (3.16%) LEMP Stack
9 3 (3.16%) RESTful
9 3 (3.16%) XML
10 2 (2.11%) Spring Boot
10 2 (2.11%) WebSphere MQ
Miscellaneous
1 16 (16.84%) Linux Command Line
2 12 (12.63%) Public Cloud
3 11 (11.58%) Analytical Skills
4 8 (8.42%) Computer Science
5 7 (7.37%) Private Cloud
6 6 (6.32%) Management Information System
7 5 (5.26%) Social Media
8 4 (4.21%) Enterprise Software
9 3 (3.16%) Greenfield Project
9 3 (3.16%) NHS
9 3 (3.16%) User Experience
9 3 (3.16%) Video Conferencing
10 2 (2.11%) Data Centre
10 2 (2.11%) Mobile App
10 2 (2.11%) N-Tier
10 2 (2.11%) Online Banking
11 1 (1.05%) Digital Media
11 1 (1.05%) FMCG
11 1 (1.05%) Online Games
11 1 (1.05%) Replication
Operating Systems
1 62 (65.26%) Linux
2 15 (15.79%) Red Hat Enterprise Linux
2 15 (15.79%) Ubuntu
2 15 (15.79%) Windows
3 13 (13.68%) CentOS
4 11 (11.58%) DC/OS
4 11 (11.58%) Windows Server
4 11 (11.58%) Windows Server 2008
5 4 (4.21%) Debian
6 3 (3.16%) Unix
7 2 (2.11%) Amazon Linux
8 1 (1.05%) Mesosphere
Processes & Methodologies
1 67 (70.53%) DevOps
2 48 (50.53%) Configuration Management
3 47 (49.47%) Agile Software Development
4 26 (27.37%) Continuous Integration
5 21 (22.11%) Test Automation
6 18 (18.95%) Open Source
7 16 (16.84%) Site Reliability Engineering
8 15 (15.79%) Analytics
9 13 (13.68%) TDD
10 12 (12.63%) Continuous Delivery
10 12 (12.63%) Deployment Automation
11 11 (11.58%) BDD
11 11 (11.58%) Problem-Solving
11 11 (11.58%) Server Monitoring
12 10 (10.53%) Microservices
12 10 (10.53%) SDLC
12 10 (10.53%) Software Engineering
13 9 (9.47%) Asset Management
13 9 (9.47%) Build Automation
13 9 (9.47%) Software Delivery
Programming Languages
1 57 (60.00%) Python
2 28 (29.47%) Bash Shell
3 27 (28.42%) Ruby
4 24 (25.26%) Java
5 20 (21.05%) Perl
6 15 (15.79%) PowerShell
7 12 (12.63%) Go
8 10 (10.53%) JavaScript
9 7 (7.37%) C#
10 6 (6.32%) C++
10 6 (6.32%) SQL
11 5 (5.26%) C
11 5 (5.26%) Shell Script
12 4 (4.21%) Java 8
13 3 (3.16%) ANSI SQL
14 2 (2.11%) Groovy
14 2 (2.11%) PHP
14 2 (2.11%) Scala
14 2 (2.11%) T-SQL
14 2 (2.11%) TypeScript
Qualifications
1 6 (6.32%) AWS Certification
2 5 (5.26%) Computer Science Degree
2 5 (5.26%) Degree
2 5 (5.26%) Security Cleared
3 4 (4.21%) RHCE
Quality Assurance & Compliance
1 8 (8.42%) QA
2 6 (6.32%) GCP
3 1 (1.05%) PCI DSS
System Software
1 75 (78.95%) Docker
2 12 (12.63%) Virtual Machines
2 12 (12.63%) VMware Infrastructure
3 10 (10.53%) Hyper-V
3 10 (10.53%) VirtualBox
4 3 (3.16%) Active Directory
5 2 (2.11%) KVM
6 1 (1.05%) iptables
6 1 (1.05%) LXC
6 1 (1.05%) VMware ESXi
Systems Management
1 55 (57.89%) Ansible
2 48 (50.53%) Terraform
3 44 (46.32%) Opscode Chef
4 41 (43.16%) Kubernetes
5 40 (42.11%) Puppet
6 27 (28.42%) Nagios
7 24 (25.26%) Packer
8 12 (12.63%) Pingdom
9 11 (11.58%) Consul
9 11 (11.58%) Docker Swarm
10 10 (10.53%) Salt
11 9 (9.47%) Kibana
11 9 (9.47%) logstash
12 7 (7.37%) Grafana
12 7 (7.37%) Prometheus
13 4 (4.21%) Cobbler
13 4 (4.21%) Mesos
14 3 (3.16%) HAProxy
15 2 (2.11%) Marathon
15 2 (2.11%) Observium
Vendors
1 39 (41.05%) New Relic
2 30 (31.58%) Splunk
3 24 (25.26%) Google
4 13 (13.68%) VMware
5 9 (9.47%) Okta
5 9 (9.47%) Oracle
5 9 (9.47%) Salesforce.com
6 8 (8.42%) Adobe
6 8 (8.42%) Cisco
7 6 (6.32%) Microsoft
8 5 (5.26%) Atlassian
9 4 (4.21%) AppDynamics
10 3 (3.16%) IBM
10 3 (3.16%) PagerDuty
10 3 (3.16%) Red Hat
11 2 (2.11%) Dell
11 2 (2.11%) F5
11 2 (2.11%) HP
12 1 (1.05%) Lets Encrypt
12 1 (1.05%) SaltStack