Period
to

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 25 May 2022 with a comparison to the same period in the previous 2 years.

Datadog
UK
6 months to
25 May 2022
Same period 2021 Same period 2020
Rank 581 655 813
Rank change year-on-year +74 +158 +173
Permanent jobs citing Datadog 830 272 102
As % of all permanent jobs advertised in the UK 0.51% 0.29% 0.11%
As % of the Cloud Services category 1.12% 0.70% 0.31%
Number of salaries quoted 212 195 76
10th Percentile £51,250 £46,250 £45,000
25th Percentile £62,500 £52,500 £48,250
Median annual salary (50th Percentile) £72,500 £60,000 £57,500
Median % change year-on-year +20.83% +4.35% -11.54%
75th Percentile £92,500 £75,000 £74,250
90th Percentile £110,000 £90,000 £80,625
UK excluding London median annual salary £65,000 £60,000 £50,000
% change year-on-year +8.33% +20.00% -9.09%

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 74,319 38,700 32,711
As % of all permanent IT jobs advertised in the UK 45.25% 41.97% 35.44%
Number of salaries quoted 38,420 30,602 26,904
10th Percentile £33,000 £32,500 £31,250
25th Percentile £45,000 £42,500 £41,250
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% -
75th Percentile £81,250 £77,500 £75,000
90th Percentile £97,500 £92,500 £93,750
UK excluding London median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +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 25 May 2022.

Salary histogram for Datadog in the UK

Datadog
Top 17 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 25 May 2022. 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
Jobs
Work from Home +76 532 £72,500 +11.54% 13
England -102 464 £72,500 +20.83% 38
London -113 358 £82,500 +20.00% 20
UK excluding London -138 102 £65,000 +8.33% 17
South East -88 25 £67,500 +8.00% 4
North of England -131 22 £60,000 - 8
Midlands -49 20 £70,000 +7.69% 2
East Midlands -11 19 £72,500 +11.54%
Yorkshire -76 17 £60,000 - 3
Scotland -50 13 £71,250 -
East of England -81 12 £57,500 - 1
Wales - 5 £55,000 -
North West -84 4 £65,000 +8.33% 4
South West -20 3 £65,000 +23.81% 2
Northern Ireland - 2 £62,250 -
West Midlands - 1 £70,000 - 2
North East - 1 - - 1

For the 6 months to 25 May 2022, 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.

1 661 (79.64%) AWS
2 518 (62.41%) Kubernetes
3 497 (59.88%) Python
4 493 (59.40%) Docker
5 480 (57.83%) Terraform
6 471 (56.75%) CI/CD
7 429 (51.69%) DevOps
8 359 (43.25%) Agile
9 330 (39.76%) Java
10 314 (37.83%) Linux
11 303 (36.51%) Microservices
12 288 (34.70%) Software Engineering
13 262 (31.57%) Jenkins
14 257 (30.96%) Azure
15 238 (28.67%) PostgreSQL
16 224 (26.99%) Ansible
17 216 (26.02%) Kafka
17 216 (26.02%) Infrastructure as Code
18 211 (25.42%) GCP
19 203 (24.46%) JavaScript
20 193 (23.25%) Bash
21 186 (22.41%) SQL
22 178 (21.45%) Cloud Native
23 169 (20.36%) Scrum
23 169 (20.36%) Observability
24 161 (19.40%) Social Skills
24 161 (19.40%) TypeScript
25 160 (19.28%) Spring
26 157 (18.92%) Finance
27 156 (18.80%) React

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
1 150 (18.07%) Elasticsearch
2 81 (9.76%) Apache Spark
3 39 (4.70%) Apache Airflow
4 35 (4.22%) Apache
5 34 (4.10%) Confluence
6 25 (3.01%) nginx
7 23 (2.77%) Jupyter
8 15 (1.81%) OpenStack
9 9 (1.08%) IIS
10 4 (0.48%) Cloud Foundry
11 3 (0.36%) Apache Pulsar
12 2 (0.24%) SharePoint
12 2 (0.24%) Tomcat
13 1 (0.12%) CMS
13 1 (0.12%) Luigi
13 1 (0.12%) MS Exchange
Applications
1 5 (0.60%) SketchUp
2 1 (0.12%) Adobe Premiere
Business Applications
1 10 (1.20%) Payment Gateway
Cloud Services
1 661 (79.64%) AWS
2 257 (30.96%) Azure
3 211 (25.42%) GCP
4 145 (17.47%) Serverless
5 143 (17.23%) GitHub
6 135 (16.27%) AWS CloudFormation
7 120 (14.46%) Amazon EKS
8 103 (12.41%) AWS Lambda
9 100 (12.05%) Slack
10 93 (11.20%) Amazon S3
11 81 (9.76%) Amazon EC2
12 64 (7.71%) Amazon CloudWatch
13 54 (6.51%) Amazon ECS
14 53 (6.39%) Cloud Computing
15 52 (6.27%) Amazon SQS
15 52 (6.27%) SaaS
16 50 (6.02%) Virtual Private Cloud
17 47 (5.66%) AWS Fargate
18 41 (4.94%) Snowflake
19 39 (4.70%) Amazon EMR
Communications & Networking
1 62 (7.47%) DNS
2 44 (5.30%) Firewall
2 44 (5.30%) TCP/IP
3 42 (5.06%) VPN
4 38 (4.58%) HTTP
5 12 (1.45%) Internet
6 10 (1.20%) DHCP
6 10 (1.20%) Skype
7 7 (0.84%) Reverse Proxy
7 7 (0.84%) SSH
8 6 (0.72%) Network Security
9 5 (0.60%) FIX Connectivity
10 3 (0.36%) SMTP
10 3 (0.36%) SSL
10 3 (0.36%) tcpdump
11 2 (0.24%) BIG-IP
11 2 (0.24%) LAN
11 2 (0.24%) NetScaler
11 2 (0.24%) WAN
Database & Business Intelligence
1 238 (28.67%) PostgreSQL
2 116 (13.98%) MySQL
3 111 (13.37%) Relational Database
4 98 (11.81%) Amazon DynamoDB
5 81 (9.76%) Redis
6 73 (8.80%) MongoDB
7 66 (7.95%) Big Data
8 59 (7.11%) NoSQL
9 40 (4.82%) Amazon RDS
10 36 (4.34%) Data Warehouse
11 35 (4.22%) RDBMS
12 33 (3.98%) Amazon Aurora
13 31 (3.73%) Electronic Patient Records
14 28 (3.37%) Amazon Redshift
14 28 (3.37%) Tableau
15 27 (3.25%) Amazon Athena
15 27 (3.25%) Apache Cassandra
15 27 (3.25%) Spark SQL
16 26 (3.13%) MariaDB
17 22 (2.65%) Hadoop
Development Applications
1 262 (31.57%) Jenkins
2 127 (15.30%) Git (software)
3 108 (13.01%) GitLab
4 70 (8.43%) JIRA
5 56 (6.75%) RSpec
6 55 (6.63%) JUnit
7 53 (6.39%) CircleCI
8 49 (5.90%) Cucumber
9 38 (4.58%) Gradle
10 37 (4.46%) Maven
11 31 (3.73%) Bitbucket
12 28 (3.37%) TeamCity
13 13 (1.57%) Cypress.io
14 12 (1.45%) SonarQube
14 12 (1.45%) Spock
15 10 (1.20%) Octopus Deploy
16 9 (1.08%) Bitbucket Server
16 9 (1.08%) git-flow
16 9 (1.08%) Jasmine
16 9 (1.08%) Storybook
General
1 161 (19.40%) Social Skills
2 157 (18.92%) Finance
3 115 (13.86%) Retail
4 50 (6.02%) Analytical Skills
5 46 (5.54%) Banking
5 46 (5.54%) Games
6 32 (3.86%) Public Sector
7 23 (2.77%) Advertising
8 22 (2.65%) Inclusion and Diversity
9 19 (2.29%) Marketing
9 19 (2.29%) Pharmaceutical
10 10 (1.20%) Retail Finance
11 9 (1.08%) Financial Institution
11 9 (1.08%) Investment Banking
12 8 (0.96%) Presentation Skills
13 6 (0.72%) Russian Language
14 5 (0.60%) Italian Language
14 5 (0.60%) Police
15 3 (0.36%) Publishing
15 3 (0.36%) Telecoms
Job Titles
1 222 (26.75%) DevOps Engineer
2 175 (21.08%) Software Engineer
3 74 (8.92%) Site Reliability Engineer
4 73 (8.80%) Developer
4 73 (8.80%) Senior Software Engineer
5 69 (8.31%) Cloud Engineer
6 64 (7.71%) Senior DevOps
6 64 (7.71%) Senior DevOps Engineer
7 57 (6.87%) Data Engineer
8 52 (6.27%) Site Engineer
9 44 (5.30%) Senior Developer
10 43 (5.18%) Java Engineer
11 42 (5.06%) Lead Software Engineer
12 35 (4.22%) Analyst
13 31 (3.73%) Java Software Engineer
14 30 (3.61%) AWS Engineer
15 25 (3.01%) Infrastructure Engineer
15 25 (3.01%) Senior Data Engineer
16 24 (2.89%) SIEM Analyst
16 24 (2.89%) Splunk Analyst
Libraries, Frameworks & Software Standards
1 216 (26.02%) Kafka
2 160 (19.28%) Spring
3 156 (18.80%) React
4 155 (18.67%) Node.js
5 113 (13.61%) REST
6 102 (12.29%) GraphQL
6 102 (12.29%) Spring Boot
7 101 (12.17%) Elastic Stack
8 86 (10.36%) RESTful
9 70 (8.43%) Web Services
10 66 (7.95%) RabbitMQ
11 58 (6.99%) .NET
12 55 (6.63%) Swagger
13 49 (5.90%) OpenAPI
14 44 (5.30%) Ruby on Rails
15 39 (4.70%) AngularJS
15 39 (4.70%) Redux
16 28 (3.37%) SOAP
17 27 (3.25%) Apache Avro
18 26 (3.13%) pytest
Miscellaneous
1 178 (21.45%) Cloud Native
2 118 (14.22%) Public Cloud
3 74 (8.92%) Data Centre
4 49 (5.90%) Greenfield Project
5 42 (5.06%) User Experience
6 36 (4.34%) Algorithms
7 27 (3.25%) BYOD
8 23 (2.77%) Legacy Systems
9 20 (2.41%) Digital Media
10 16 (1.93%) Mobile App
11 15 (1.81%) Life Science
12 13 (1.57%) Blog
12 13 (1.57%) IoT
13 12 (1.45%) Video on Demand
14 11 (1.33%) Data Structures
15 9 (1.08%) Linux Command Line
16 8 (0.96%) Virtual Team
17 7 (0.84%) Digital Wallet
17 7 (0.84%) Management Information System
17 7 (0.84%) Mobile Payment
Operating Systems
1 314 (37.83%) Linux
2 57 (6.87%) Windows
3 43 (5.18%) Unix
4 35 (4.22%) Red Hat Enterprise Linux
5 28 (3.37%) Mac OS
6 22 (2.65%) Windows Server
7 21 (2.53%) Ubuntu
8 17 (2.05%) Android
8 17 (2.05%) Apple iOS
9 15 (1.81%) Debian
10 11 (1.33%) CentOS
11 9 (1.08%) Alpine Linux
12 6 (0.72%) CoreOS
13 5 (0.60%) Solaris
14 4 (0.48%) VMS
15 1 (0.12%) DC/OS
Processes & Methodologies
1 471 (56.75%) CI/CD
2 429 (51.69%) DevOps
3 359 (43.25%) Agile
4 303 (36.51%) Microservices
5 288 (34.70%) Software Engineering
6 216 (26.02%) Infrastructure as Code
7 169 (20.36%) Observability
7 169 (20.36%) Scrum
8 147 (17.71%) Continuous Integration
9 146 (17.59%) Fintech
10 141 (16.99%) TDD
11 131 (15.78%) Test Automation
12 130 (15.66%) Site Reliability Engineering
13 126 (15.18%) Continuous Delivery
14 117 (14.10%) Continuous Improvement
15 114 (13.73%) Mentoring
16 113 (13.61%) Configuration Management
17 94 (11.33%) Kanban
17 94 (11.33%) SDLC
18 89 (10.72%) Data Science
Programming Languages
1 497 (59.88%) Python
2 330 (39.76%) Java
3 203 (24.46%) JavaScript
4 193 (23.25%) Bash
5 186 (22.41%) SQL
6 161 (19.40%) TypeScript
7 120 (14.46%) Ruby
8 119 (14.34%) Go
9 84 (10.12%) Kotlin
10 78 (9.40%) PowerShell
11 73 (8.80%) Scala
12 69 (8.31%) C#
13 52 (6.27%) PHP
14 23 (2.77%) Elixir
15 19 (2.29%) Shell Script
16 15 (1.81%) Perl
17 13 (1.57%) C
17 13 (1.57%) ES6
18 11 (1.33%) Rust
19 9 (1.08%) Groovy
Qualifications
1 45 (5.42%) Degree
2 24 (2.89%) GCFA
2 24 (2.89%) GCIH
2 24 (2.89%) GIAC
2 24 (2.89%) GREM
2 24 (2.89%) SANS
3 23 (2.77%) Computer Science Degree
4 18 (2.17%) AWS Certification
5 9 (1.08%) PhD
6 7 (0.84%) SC Cleared
6 7 (0.84%) Security Cleared
7 4 (0.48%) Microsoft Certification
8 3 (0.36%) CISSP
9 2 (0.24%) CEH
Quality Assurance & Compliance
1 127 (15.30%) QA
2 17 (2.05%) Accessibility
3 16 (1.93%) Data Quality
4 14 (1.69%) ISO/IEC 27001
5 10 (1.20%) SLA
6 6 (0.72%) PCI DSS
7 5 (0.60%) GDPR
8 4 (0.48%) FedRAMP
9 1 (0.12%) PSD2
9 1 (0.12%) Sarbanes-Oxley
System Software
1 493 (59.40%) Docker
2 17 (2.05%) VMware Infrastructure
3 15 (1.81%) KVM
3 15 (1.81%) Xen
4 8 (0.96%) Active Directory
5 7 (0.84%) Apache ZooKeeper
6 4 (0.48%) etcd
6 4 (0.48%) Virtual Machines
7 3 (0.36%) Ceph
7 3 (0.36%) NFS
8 1 (0.12%) Varnish
8 1 (0.12%) VMware Workstation
Systems Management
1 518 (62.41%) Kubernetes
2 480 (57.83%) Terraform
3 224 (26.99%) Ansible
4 120 (14.46%) Prometheus
5 115 (13.86%) Grafana
6 92 (11.08%) Opscode Chef
7 82 (9.88%) Puppet
8 65 (7.83%) Nagios
9 48 (5.78%) ZABBIX
10 36 (4.34%) Docker Swarm
10 36 (4.34%) Istio
11 22 (2.65%) Consul
12 13 (1.57%) Kibana
13 12 (1.45%) Graphite
13 12 (1.45%) Packer
14 10 (1.20%) Kustomize
14 10 (1.20%) Rancher
15 9 (1.08%) Matomo
15 9 (1.08%) Podman
16 8 (0.96%) Opsgenie
Vendors
1 141 (16.99%) Splunk
2 106 (12.77%) New Relic
3 104 (12.53%) Google
4 66 (7.95%) PagerDuty
5 63 (7.59%) Microsoft
6 53 (6.39%) Spotify
7 41 (4.94%) Atlassian
7 41 (4.94%) Red Hat
8 36 (4.34%) AppDynamics
8 36 (4.34%) Dynatrace
9 28 (3.37%) ServiceNow
10 27 (3.25%) Sun
11 26 (3.13%) SolarWinds
12 24 (2.89%) McAfee
13 22 (2.65%) VMware
14 20 (2.41%) Samsung
15 13 (1.57%) Databricks
16 11 (1.33%) IBM
16 11 (1.33%) SaltStack
17 10 (1.20%) Elastic Path