Period
to 4 December 2021

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 4 December 2021 with a comparison to the same period in the previous 2 years.

Datadog
UK
6 months to
4 Dec 2021
Same period 2020 Same period 2019
Rank 772 575 923
Rank change year-on-year -197 +348 +154
Permanent jobs citing Datadog 296 158 157
As % of all permanent jobs advertised in the UK 0.23% 0.28% 0.12%
As % of the Cloud Services category 0.53% 0.68% 0.35%
Number of salaries quoted 171 126 77
10th Percentile £52,500 £45,625 £42,500
25th Percentile £55,000 £55,000 £56,250
Median annual salary (50th Percentile) £65,000 £60,000 £70,000
Median % change year-on-year +8.33% -14.29% +16.67%
75th Percentile £77,750 £70,938 £82,500
90th Percentile £105,000 £80,000 £89,750
UK excluding London median annual salary £60,000 £60,000 £46,250
% change year-on-year - +29.73% -11.90%

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 55,640 23,274 44,833
As % of all permanent IT jobs advertised in the UK 43.50% 41.47% 33.01%
Number of salaries quoted 39,212 19,904 37,031
10th Percentile £32,500 £32,500 £30,000
25th Percentile £43,000 £42,500 £38,750
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £80,000 £75,000 £75,000
90th Percentile £96,500 £90,000 £90,000
UK excluding London median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Datadog
Job Vacancy Trend

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

Job vacancy trend for Datadog in the UK

Datadog
Salary Trend

3-month moving average salary quoted in jobs citing Datadog.

Salary trend for Datadog in the UK

Datadog
Salary Histogram

Salary distribution for jobs citing Datadog over the 6 months to 4 December 2021.

Salary histogram for Datadog in the UK

Datadog
Top 15 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 4 December 2021. 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 -218 217 £65,000 +8.33% 64
London -230 129 £95,000 +52.00% 36
Work from Home -147 109 £65,000 - 13
UK excluding London -152 102 £60,000 - 30
North of England -105 41 £60,000 - 16
Yorkshire -72 24 £60,000 - 6
South East -112 19 £67,500 +50.00% 2
Scotland -54 17 - - 2
North West -76 17 £60,000 - 10
Midlands -95 16 £65,000 - 1
East Midlands -56 11 £65,000 - 1
East of England -102 5 £57,500 +4.55% 4
West Midlands - 5 £62,500 -
South West -73 3 £40,000 -50.00% 4
Wales -52 1 £55,000 -8.33% 1

For the 6 months to 4 December 2021, 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.

1 191 (64.53%) Terraform
2 175 (59.12%) Docker
3 160 (54.05%) AWS
4 153 (51.69%) Java
5 148 (50.00%) Python
6 146 (49.32%) DevOps
7 143 (48.31%) Kubernetes
7 143 (48.31%) Agile Software Development
8 131 (44.26%) JavaScript
9 116 (39.19%) Ansible
10 110 (37.16%) TypeScript
11 101 (34.12%) Azure
12 96 (32.43%) PostgreSQL
13 94 (31.76%) Jenkins
14 93 (31.42%) MongoDB
15 89 (30.07%) Microservices
16 88 (29.73%) Bash Shell
16 88 (29.73%) Redis
17 77 (26.01%) PHP
17 77 (26.01%) Problem-Solving
18 76 (25.68%) Software Engineering
19 75 (25.34%) Node.js
20 72 (24.32%) MySQL
21 71 (23.99%) Linux
21 71 (23.99%) React
22 70 (23.65%) Opscode Chef
23 69 (23.31%) Grafana
24 67 (22.64%) SQL
24 67 (22.64%) Configuration Management
25 66 (22.30%) PowerShell

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 55 (18.58%) Elasticsearch
2 19 (6.42%) Apache
3 13 (4.39%) Confluence
4 11 (3.72%) Jupyter
5 10 (3.38%) Apache Spark
6 7 (2.36%) Cloud Foundry
7 4 (1.35%) IIS
7 4 (1.35%) OpenStack
8 2 (0.68%) Apache Airflow
8 2 (0.68%) GlassFish
8 2 (0.68%) JBoss
8 2 (0.68%) nginx
8 2 (0.68%) Tomcat
8 2 (0.68%) WebSphere
9 1 (0.34%) CloudStack
Applications
1 8 (2.70%) Figma
Cloud Services
1 160 (54.05%) AWS
2 101 (34.12%) Azure
3 63 (21.28%) GitHub
4 62 (20.95%) GCP
5 46 (15.54%) Serverless
6 38 (12.84%) Pulumi
7 37 (12.50%) Azure Cosmos DB
8 27 (9.12%) AWS CloudFormation
9 26 (8.78%) SaaS
10 25 (8.45%) Amazon CloudWatch
11 17 (5.74%) PaaS
11 17 (5.74%) Route 53
12 16 (5.41%) AWS Lambda
13 14 (4.73%) Amazon EKS
13 14 (4.73%) Heroku
13 14 (4.73%) Logz.io
13 14 (4.73%) Slack
14 12 (4.05%) CloudFront
15 11 (3.72%) Amazon ECS
15 11 (3.72%) Cloud Computing
Communications & Networking
1 30 (10.14%) HTTP
2 21 (7.09%) Firewall
3 14 (4.73%) TCP/IP
4 11 (3.72%) DNS
5 5 (1.69%) VPN
6 4 (1.35%) WAN
7 3 (1.01%) Internet
7 3 (1.01%) LAN
7 3 (1.01%) Wi-Fi
8 2 (0.68%) BGP
8 2 (0.68%) HTTPS
8 2 (0.68%) OpenVPN
8 2 (0.68%) SSH
9 1 (0.34%) VLAN
Database & Business Intelligence
1 96 (32.43%) PostgreSQL
2 93 (31.42%) MongoDB
3 88 (29.73%) Redis
4 72 (24.32%) MySQL
5 38 (12.84%) MariaDB
6 37 (12.50%) Azure SQL Database
7 28 (9.46%) Relational Database
8 24 (8.11%) Amazon Aurora
9 22 (7.43%) Amazon DynamoDB
10 21 (7.09%) Amazon RDS
11 15 (5.07%) NoSQL
12 12 (4.05%) Hadoop
12 12 (4.05%) RDBMS
13 11 (3.72%) Big Data
14 9 (3.04%) Couchbase
15 6 (2.03%) SQL Server
16 4 (1.35%) Apache Cassandra
17 3 (1.01%) Looker
18 2 (0.68%) Amazon Redshift
18 2 (0.68%) Data Lake
Development Applications
1 94 (31.76%) Jenkins
2 55 (18.58%) Git (software)
3 40 (13.51%) GitLab
4 38 (12.84%) Team Foundation Server
5 33 (11.15%) JIRA
6 20 (6.76%) JUnit
7 19 (6.42%) CircleCI
8 15 (5.07%) Mocha
9 14 (4.73%) Cucumber
9 14 (4.73%) Selenium
10 11 (3.72%) JMeter
11 10 (3.38%) Maven
11 10 (3.38%) Octopus Deploy
11 10 (3.38%) RSpec
12 9 (3.04%) Postman
12 9 (3.04%) Sonatype Nexus
13 8 (2.70%) Bitbucket
14 6 (2.03%) TeamCity
15 4 (1.35%) Browser DevTools
15 4 (1.35%) PHPUnit
General
1 43 (14.53%) Social Skills
2 41 (13.85%) Marketing
3 18 (6.08%) Finance
4 17 (5.74%) Retail
5 15 (5.07%) Analytical Skills
6 11 (3.72%) Games
7 9 (3.04%) Pharmaceutical
8 7 (2.36%) Presentation Skills
9 6 (2.03%) Advertising
10 4 (1.35%) Inclusion and Diversity
11 3 (1.01%) Legal
12 2 (0.68%) Banking
12 2 (0.68%) Law
12 2 (0.68%) Police
13 1 (0.34%) Automotive
13 1 (0.34%) Billing
13 1 (0.34%) Financial Institution
13 1 (0.34%) Publishing
Job Titles
1 93 (31.42%) DevOps Engineer
2 52 (17.57%) Software Engineer
3 48 (16.22%) Azure Engineer
4 42 (14.19%) Azure DevOps Engineer
5 35 (11.82%) Azure DevOps
6 29 (9.80%) Developer
7 24 (8.11%) Senior Developer
8 23 (7.77%) AWS Engineer
8 23 (7.77%) Senior Software Engineer
9 22 (7.43%) Java Engineer
10 21 (7.09%) Java Software Engineer
11 16 (5.41%) Cloud Engineer
12 12 (4.05%) React Developer
12 12 (4.05%) Senior React Developer
13 11 (3.72%) Analyst
14 10 (3.38%) Senior DevOps
14 10 (3.38%) Senior DevOps Engineer
15 9 (3.04%) Architect
15 9 (3.04%) AWS DevOps
15 9 (3.04%) Software Developer
Libraries, Frameworks & Software Standards
1 75 (25.34%) Node.js
2 71 (23.99%) React
3 49 (16.55%) Spring
4 43 (14.53%) Redux
5 37 (12.50%) ARM Templates
6 36 (12.16%) JSON
7 35 (11.82%) Kafka
8 29 (9.80%) RabbitMQ
9 28 (9.46%) Spring Boot
10 25 (8.45%) Elastic Stack
10 25 (8.45%) Next.js
10 25 (8.45%) XML
11 23 (7.77%) Vue.js
12 21 (7.09%) .NET
13 19 (6.42%) Swagger
14 16 (5.41%) REST
14 16 (5.41%) RESTful
14 16 (5.41%) YAML
15 15 (5.07%) AngularJS
15 15 (5.07%) Jest
Miscellaneous
1 49 (16.55%) Linux Command Line
2 41 (13.85%) User Experience
3 23 (7.77%) Public Cloud
4 18 (6.08%) Cloud Native
4 18 (6.08%) Greenfield Project
5 17 (5.74%) Mobile App
6 12 (4.05%) Data Centre
6 12 (4.05%) Virtual Team
7 11 (3.72%) Self-Motivation
8 8 (2.70%) Algorithms
8 8 (2.70%) Data Structures
8 8 (2.70%) NHS
9 7 (2.36%) Life Science
10 5 (1.69%) Management Information System
10 5 (1.69%) Private Cloud
11 4 (1.35%) Hybrid Cloud
12 3 (1.01%) Blog
12 3 (1.01%) Cyberthreat
12 3 (1.01%) Enterprise Software
12 3 (1.01%) Legacy Systems
Operating Systems
1 71 (23.99%) Linux
2 37 (12.50%) Windows
3 14 (4.73%) Android
3 14 (4.73%) Apple iOS
4 9 (3.04%) Windows Server
5 7 (2.36%) CentOS
5 7 (2.36%) Red Hat Enterprise Linux
6 6 (2.03%) Ubuntu
7 5 (1.69%) Debian
7 5 (1.69%) Unix
8 3 (1.01%) VMS
9 2 (0.68%) Kali Linux
10 1 (0.34%) CoreOS
10 1 (0.34%) Mesosphere
Processes & Methodologies
1 146 (49.32%) DevOps
2 143 (48.31%) Agile Software Development
3 89 (30.07%) Microservices
4 77 (26.01%) Problem-Solving
5 76 (25.68%) Software Engineering
6 67 (22.64%) Configuration Management
7 66 (22.30%) Infrastructure as Code
8 46 (15.54%) Analytics
8 46 (15.54%) Scrum
9 39 (13.18%) Full Stack Development
10 37 (12.50%) TDD
10 37 (12.50%) Web Application Development
11 36 (12.16%) Continuous Integration
12 30 (10.14%) Test Automation
13 28 (9.46%) Continuous Delivery
14 25 (8.45%) Unit Testing
15 24 (8.11%) OO
15 24 (8.11%) OOP
15 24 (8.11%) Workflow
16 22 (7.43%) Mentoring
Programming Languages
1 153 (51.69%) Java
2 148 (50.00%) Python
3 131 (44.26%) JavaScript
4 110 (37.16%) TypeScript
5 88 (29.73%) Bash Shell
6 77 (26.01%) PHP
7 67 (22.64%) SQL
8 66 (22.30%) PowerShell
9 65 (21.96%) Groovy
10 61 (20.61%) Ruby
11 60 (20.27%) Go
12 57 (19.26%) C#
13 30 (10.14%) ES6
14 24 (8.11%) Kotlin
15 21 (7.09%) C
15 21 (7.09%) Scala
16 15 (5.07%) Java 8
17 8 (2.70%) Java 11
18 5 (1.69%) C++
19 4 (1.35%) Perl
Qualifications
1 16 (5.41%) Degree
2 12 (4.05%) Computer Science Degree
3 10 (3.38%) AWS Certification
4 4 (1.35%) PhD
5 2 (0.68%) SC Cleared
5 2 (0.68%) Security Cleared
6 1 (0.34%) CISSP
6 1 (0.34%) Master's Degree
6 1 (0.34%) MCSE
6 1 (0.34%) Microsoft Certification
Quality Assurance & Compliance
1 25 (8.45%) QA
2 11 (3.72%) ISO/IEC 27001
3 7 (2.36%) PCI DSS
4 3 (1.01%) SLA
4 3 (1.01%) SOC 2
5 2 (0.68%) Accessibility
5 2 (0.68%) PSD2
6 1 (0.34%) HIPAA
6 1 (0.34%) NIST
System Software
1 175 (59.12%) Docker
2 6 (2.03%) VMware Infrastructure
3 4 (1.35%) Active Directory
4 2 (0.68%) Apache ZooKeeper
5 1 (0.34%) Virtual Machines
Systems Management
1 191 (64.53%) Terraform
2 143 (48.31%) Kubernetes
3 116 (39.19%) Ansible
4 70 (23.65%) Opscode Chef
5 69 (23.31%) Grafana
6 64 (21.62%) Puppet
7 62 (20.95%) Prometheus
8 20 (6.76%) Kibana
9 14 (4.73%) Bugsnag
9 14 (4.73%) ZABBIX
10 13 (4.39%) Consul
10 13 (4.39%) Nagios
11 8 (2.70%) logstash
12 5 (1.69%) Docker Swarm
12 5 (1.69%) Kustomize
13 4 (1.35%) Packer
13 4 (1.35%) Salt
14 3 (1.01%) Marathon
14 3 (1.01%) Mesos
14 3 (1.01%) Rancher
Vendors
1 57 (19.26%) New Relic
2 41 (13.85%) Google
3 39 (13.18%) SaltStack
4 20 (6.76%) Dynatrace
4 20 (6.76%) Splunk
5 17 (5.74%) Microsoft
6 12 (4.05%) AppDynamics
7 11 (3.72%) VMware
8 10 (3.38%) Spotify
9 8 (2.70%) LogicMonitor
9 8 (2.70%) PagerDuty
10 6 (2.03%) Red Hat
10 6 (2.03%) Salesforce.com
11 5 (1.69%) IBM
12 4 (1.35%) Cisco
12 4 (1.35%) SolarWinds
13 3 (1.01%) Dell
13 3 (1.01%) Informatica
13 3 (1.01%) SendGrid
13 3 (1.01%) ServiceNow