Job Vacancy Trend Salary Trend Salary Histogram Skill Sets
Period
to

The table below provides summary statistics for permanent job vacancies with an option to work from home (WFH) and 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 June 2022 with a comparison to the same period in the previous 2 years.

Datadog
UK > Work from Home
6 months to
25 Jun 2022		 Same period 2021 Same period 2020
Rank 404 497 299
Rank change year-on-year +93 -198 +35
Permanent jobs citing Datadog 596 100 14
As % of all permanent jobs with a WFH option 0.78% 0.28% 0.16%
As % of the Cloud Services category 1.60% 0.57% 0.36%
Number of salaries quoted 157 65 12
10th Percentile £52,000 £47,500 -
25th Percentile £66,250 £57,500 £47,500
Median annual salary (50th Percentile) £75,000 £65,000 £53,750
Median % change year-on-year +15.38% +20.93% -32.81%
75th Percentile £92,500 £81,250 £55,000
90th Percentile £122,500 £85,000 £57,250
UK median annual salary £75,000 £60,000 £55,000
% change year-on-year +25.00% +9.09% -13.73%

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 WFH option and a requirement for cloud computing skills.

All Cloud Skills
Work from Home
Permanent vacancies with a requirement for cloud computing skills 37,182 17,403 3,861
As % of all permanent jobs with a WFH option 48.42% 47.99% 43.69%
Number of salaries quoted 20,417 13,864 3,338
10th Percentile £36,250 £35,000 £35,000
25th Percentile £46,250 £42,500 £43,750
Median annual salary (50th Percentile) £62,500 £58,500 £57,500
Median % change year-on-year +6.84% +1.74% -8.00%
75th Percentile £82,500 £77,500 £75,000
90th Percentile £95,000 £91,250 £90,000
UK median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Datadog
Trend for Jobs with a WFH Option

Job vacancies with a work from home option citing Datadog as a proportion of all IT jobs advertised.

Datadog trend for jobs with a WFH option

Datadog
Salary Trend for Jobs with a WFH Option

3-month moving average salary quoted in job vacancies with a work from home option citing Datadog.

Datadog salary trend for jobs with a WFH option

Datadog
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing Datadog over the 6 months to 25 June 2022.

Datadog salary histogram for jobs with a WFH option

For the 6 months to 25 June 2022, Datadog job roles required the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent jobs with a WFH option and a requirement for Datadog.

1 452 (75.84%) AWS
2 385 (64.60%) Kubernetes
3 369 (61.91%) Python
4 336 (56.38%) Terraform
5 329 (55.20%) Docker
6 320 (53.69%) CI/CD
7 279 (46.81%) DevOps
8 266 (44.63%) Java
9 244 (40.94%) Agile
10 219 (36.74%) Microservices
11 209 (35.07%) Software Engineering
12 189 (31.71%) Linux
13 177 (29.70%) Azure
14 171 (28.69%) SQL
15 168 (28.19%) Bash
16 166 (27.85%) GCP
17 157 (26.34%) Jenkins
18 152 (25.50%) Ansible
19 145 (24.33%) Infrastructure as Code
20 143 (23.99%) PostgreSQL
20 143 (23.99%) Scrum
21 142 (23.83%) Elasticsearch
22 134 (22.48%) Kafka
22 134 (22.48%) QA
23 132 (22.15%) Continuous Delivery
24 131 (21.98%) JavaScript
25 128 (21.48%) GitHub
26 125 (20.97%) Spring
26 125 (20.97%) TDD
27 122 (20.47%) Cloud Native

Datadog
Co-occurring IT Skills with a WFH Option 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
1 142 (23.83%) Elasticsearch
2 60 (10.07%) Apache Spark
3 32 (5.37%) Apache Airflow
4 29 (4.87%) nginx
5 28 (4.70%) Apache
6 18 (3.02%) Jupyter
7 15 (2.52%) OpenStack
8 8 (1.34%) IIS
9 4 (0.67%) Confluence
10 3 (0.50%) Cloud Foundry
11 1 (0.17%) MS Exchange
11 1 (0.17%) SharePoint
11 1 (0.17%) Tomcat
Applications
1 6 (1.01%) SketchUp
Business Applications
1 13 (2.18%) Payment Gateway
2 2 (0.34%) Fidessa
Cloud Services
1 452 (75.84%) AWS
2 177 (29.70%) Azure
3 166 (27.85%) GCP
4 128 (21.48%) GitHub
5 121 (20.30%) Amazon EKS
6 105 (17.62%) AWS CloudFormation
7 81 (13.59%) Serverless
8 75 (12.58%) AWS Lambda
9 73 (12.25%) Amazon S3
10 66 (11.07%) Slack
11 62 (10.40%) Amazon EC2
12 50 (8.39%) Cloud Computing
13 45 (7.55%) Amazon CloudWatch
14 42 (7.05%) Amazon SQS
15 37 (6.21%) Amazon EMR
16 31 (5.20%) SaaS
17 30 (5.03%) AWS Fargate
17 30 (5.03%) dbt
18 26 (4.36%) AWS CodePipeline
18 26 (4.36%) GitHub Actions
Communications & Networking
1 37 (6.21%) DNS
2 27 (4.53%) TCP/IP
3 17 (2.85%) Firewall
4 13 (2.18%) Skype
5 11 (1.85%) VPN
6 10 (1.68%) HTTP
7 8 (1.34%) DHCP
8 6 (1.01%) Network Security
8 6 (1.01%) SMTP
9 4 (0.67%) Internet
9 4 (0.67%) Reverse Proxy
10 2 (0.34%) BIG-IP
10 2 (0.34%) FIX Connectivity
10 2 (0.34%) LAN
10 2 (0.34%) NetScaler
10 2 (0.34%) WAN
11 1 (0.17%) SSL
11 1 (0.17%) tcpdump
Database & Business Intelligence
1 143 (23.99%) PostgreSQL
2 90 (15.10%) Relational Database
3 79 (13.26%) MySQL
4 55 (9.23%) MongoDB
5 53 (8.89%) Amazon DynamoDB
6 52 (8.72%) NoSQL
7 38 (6.38%) Big Data
8 36 (6.04%) Data Warehouse
9 34 (5.70%) RDBMS
10 32 (5.37%) Redis
11 30 (5.03%) Amazon Athena
11 30 (5.03%) Electronic Patient Records
11 30 (5.03%) Spark SQL
12 26 (4.36%) Amazon Redshift
13 25 (4.19%) Amazon RDS
14 20 (3.36%) MariaDB
15 17 (2.85%) Data Lake
16 14 (2.35%) Snowflake Schema
16 14 (2.35%) Tableau
17 7 (1.17%) Amazon Aurora
Development Applications
1 157 (26.34%) Jenkins
2 82 (13.76%) GitLab
3 66 (11.07%) RSpec
4 59 (9.90%) Cucumber
5 46 (7.72%) Git (software)
6 43 (7.21%) JUnit
7 35 (5.87%) CircleCI
7 35 (5.87%) Maven
8 32 (5.37%) Gradle
8 32 (5.37%) JIRA
9 16 (2.68%) Bitbucket
10 14 (2.35%) Cypress.io
11 10 (1.68%) Octopus Deploy
11 10 (1.68%) Spinnaker
12 7 (1.17%) Browser DevTools
13 6 (1.01%) FitNesse
13 6 (1.01%) InstallShield
13 6 (1.01%) Visual Studio
14 4 (0.67%) Mocha
14 4 (0.67%) TeamCity
General
1 112 (18.79%) Retail
2 110 (18.46%) Finance
2 110 (18.46%) Social Skills
3 34 (5.70%) Analytical Skills
4 28 (4.70%) Banking
5 24 (4.03%) Inclusion and Diversity
6 18 (3.02%) Pharmaceutical
7 13 (2.18%) Retail Finance
8 9 (1.51%) Games
9 8 (1.34%) Marketing
10 6 (1.01%) Advertising
10 6 (1.01%) Police
10 6 (1.01%) Presentation Skills
11 3 (0.50%) Law
12 2 (0.34%) Legal
12 2 (0.34%) Public Sector
13 1 (0.17%) Financial Institution
Job Titles
1 160 (26.85%) DevOps Engineer
2 121 (20.30%) Software Engineer
3 61 (10.23%) Developer
4 56 (9.40%) Senior DevOps
4 56 (9.40%) Senior DevOps Engineer
5 54 (9.06%) Senior Software Engineer
6 50 (8.39%) Data Engineer
7 49 (8.22%) Java Engineer
8 38 (6.38%) Analyst
9 37 (6.21%) Senior Developer
10 36 (6.04%) Java Software Engineer
11 34 (5.70%) Cloud Engineer
11 34 (5.70%) Financial Analyst
11 34 (5.70%) Incident Analyst
11 34 (5.70%) SIEM Analyst
11 34 (5.70%) Splunk Analyst
12 30 (5.03%) Infrastructure Engineer
13 27 (4.53%) Senior Data Engineer
14 23 (3.86%) Site Reliability Engineer
15 22 (3.69%) Lead Software Engineer
Libraries, Frameworks & Software Standards
1 134 (22.48%) Kafka
2 125 (20.97%) Spring
3 106 (17.79%) Spring Boot
4 98 (16.44%) Node.js
5 72 (12.08%) React
6 60 (10.07%) REST
7 58 (9.73%) OpenAPI
7 58 (9.73%) Swagger
8 57 (9.56%) Elastic Stack
9 54 (9.06%) .NET
9 54 (9.06%) RabbitMQ
10 53 (8.89%) GraphQL
11 50 (8.39%) RESTful
12 35 (5.87%) Redux
13 30 (5.03%) Apache Avro
14 26 (4.36%) AngularJS
15 24 (4.03%) Ruby on Rails
16 22 (3.69%) LAPP Stack
17 21 (3.52%) Next.js
18 20 (3.36%) .NET Core
Miscellaneous
1 122 (20.47%) Cloud Native
2 96 (16.11%) Public Cloud
3 90 (15.10%) Data Centre
4 41 (6.88%) Greenfield Project
5 32 (5.37%) BYOD
6 31 (5.20%) Algorithms
7 30 (5.03%) User Experience
8 25 (4.19%) Legacy Systems
9 16 (2.68%) Video on Demand
10 15 (2.52%) Life Science
11 13 (2.18%) IoT
12 10 (1.68%) Digital Wallet
12 10 (1.68%) Linux Command Line
12 10 (1.68%) Mobile Payment
13 9 (1.51%) Data Structures
14 7 (1.17%) Hybrid Cloud
14 7 (1.17%) Legacy Applications
14 7 (1.17%) Management Information System
14 7 (1.17%) Virtual Team
15 6 (1.01%) Tandem
Operating Systems
1 189 (31.71%) Linux
2 39 (6.54%) Red Hat Enterprise Linux
3 35 (5.87%) Windows
4 26 (4.36%) Unix
5 15 (2.52%) Android
5 15 (2.52%) Apple iOS
6 14 (2.35%) Windows Server
7 8 (1.34%) VMS
8 4 (0.67%) CentOS
9 3 (0.50%) Solaris
10 2 (0.34%) Ubuntu
Processes & Methodologies
1 320 (53.69%) CI/CD
2 279 (46.81%) DevOps
3 244 (40.94%) Agile
4 219 (36.74%) Microservices
5 209 (35.07%) Software Engineering
6 145 (24.33%) Infrastructure as Code
7 143 (23.99%) Scrum
8 132 (22.15%) Continuous Delivery
9 125 (20.97%) TDD
10 121 (20.30%) Continuous Integration
11 120 (20.13%) Fintech
12 105 (17.62%) Observability
13 102 (17.11%) Test Automation
14 98 (16.44%) Continuous Improvement
15 95 (15.94%) Clean Code
16 90 (15.10%) Innovative Thinking
17 81 (13.59%) Data Science
17 81 (13.59%) OO
18 79 (13.26%) OOP
19 76 (12.75%) Configuration Management
Programming Languages
1 369 (61.91%) Python
2 266 (44.63%) Java
3 171 (28.69%) SQL
4 168 (28.19%) Bash
5 131 (21.98%) JavaScript
6 89 (14.93%) Go
7 80 (13.42%) Ruby
8 75 (12.58%) TypeScript
9 74 (12.42%) PowerShell
10 73 (12.25%) Kotlin
11 67 (11.24%) Scala
12 51 (8.56%) C#
13 35 (5.87%) PHP
14 19 (3.19%) Elixir
15 15 (2.52%) Perl
16 12 (2.01%) ES6
17 10 (1.68%) C
18 7 (1.17%) Groovy
19 6 (1.01%) C++
19 6 (1.01%) Clojure
Qualifications
1 34 (5.70%) GCFA
1 34 (5.70%) GCIH
1 34 (5.70%) GIAC
1 34 (5.70%) GREM
1 34 (5.70%) SANS
2 33 (5.54%) Degree
3 12 (2.01%) Computer Science Degree
4 8 (1.34%) AWS Certification
5 7 (1.17%) PhD
6 4 (0.67%) Microsoft Certification
6 4 (0.67%) SC Cleared
6 4 (0.67%) Security Cleared
7 2 (0.34%) CEH
7 2 (0.34%) CISSP
Quality Assurance & Compliance
1 134 (22.48%) QA
2 16 (2.68%) Data Quality
3 7 (1.17%) Accessibility
4 5 (0.84%) FedRAMP
5 4 (0.67%) ISO/IEC 27001
5 4 (0.67%) PCI DSS
6 1 (0.17%) PSD2
6 1 (0.17%) SLA
System Software
1 329 (55.20%) Docker
2 17 (2.85%) KVM
2 17 (2.85%) VMware Infrastructure
2 17 (2.85%) Xen
3 7 (1.17%) Apache ZooKeeper
4 6 (1.01%) Active Directory
5 4 (0.67%) etcd
5 4 (0.67%) Virtual Machines
6 1 (0.17%) Ceph
6 1 (0.17%) NFS
6 1 (0.17%) Oracle RAC
6 1 (0.17%) Virtual Servers
6 1 (0.17%) VMware Workstation
Systems Management
1 385 (64.60%) Kubernetes
2 336 (56.38%) Terraform
3 152 (25.50%) Ansible
4 84 (14.09%) Opscode Chef
5 76 (12.75%) Grafana
6 71 (11.91%) Puppet
7 48 (8.05%) Prometheus
8 45 (7.55%) Nagios
9 40 (6.71%) ZABBIX
10 38 (6.38%) Docker Swarm
11 21 (3.52%) Consul
11 21 (3.52%) Istio
12 12 (2.01%) Kibana
13 11 (1.85%) Podman
14 10 (1.68%) Rancher
15 9 (1.51%) Graphite
16 8 (1.34%) MOM
17 7 (1.17%) Packer
18 5 (0.84%) Cilium
18 5 (0.84%) Opsgenie
Vendors
1 102 (17.11%) Splunk
2 63 (10.57%) Spotify
3 56 (9.40%) New Relic
4 55 (9.23%) Google
5 38 (6.38%) Red Hat
6 37 (6.21%) Sun
7 36 (6.04%) SolarWinds
8 34 (5.70%) McAfee
9 28 (4.70%) Microsoft
10 23 (3.86%) PagerDuty
11 21 (3.52%) VMware
12 20 (3.36%) Dynatrace
13 16 (2.68%) BT
13 16 (2.68%) Virgin Media
14 14 (2.35%) Databricks
15 13 (2.18%) WorldPay
16 11 (1.85%) PayPal
17 10 (1.68%) Kount
17 10 (1.68%) Recurly
17 10 (1.68%) TrueLayer