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 CircleCI skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited CircleCI over the 6 months to 3 July 2022 with a comparison to the same period in the previous 2 years.

CircleCI
UK > Work from Home
6 months to
3 Jul 2022		 Same period 2021 Same period 2020
Rank 342 390 259
Rank change year-on-year +48 -131 +64
Permanent jobs citing CircleCI 753 237 48
As % of all permanent jobs with a WFH option 0.95% 0.63% 0.54%
As % of the Development Applications category 3.81% 2.74% 2.48%
Number of salaries quoted 143 134 42
10th Percentile £46,250 £53,750 £33,600
25th Percentile £55,000 £62,500 £60,000
Median annual salary (50th Percentile) £65,500 £80,000 £65,000
Median % change year-on-year -18.13% +23.08% +8.33%
75th Percentile £85,000 £95,000 £73,438
90th Percentile £98,500 £110,000 £82,125
UK median annual salary £70,000 £75,000 £72,500
% change year-on-year -6.67% +3.45% +18.38%

CircleCI is in the Development Applications 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 development application skills.

All Development Application Skills
Work from Home
Permanent vacancies with a requirement for development application skills 19,763 8,641 1,938
As % of all permanent jobs with a WFH option 24.93% 22.99% 21.62%
Number of salaries quoted 8,713 6,496 1,665
10th Percentile £38,750 £35,000 £35,000
25th Percentile £46,750 £42,500 £42,500
Median annual salary (50th Percentile) £62,500 £55,000 £50,500
Median % change year-on-year +13.64% +8.91% -8.18%
75th Percentile £78,750 £71,250 £70,000
90th Percentile £93,750 £85,000 £82,500
UK median annual salary £62,500 £55,500 £55,000
% change year-on-year +12.61% +0.91% +6.83%

CircleCI
Trend for Jobs with a WFH Option

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

CircleCI trend for jobs with a WFH option

CircleCI
Salary Trend for Jobs with a WFH Option

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

CircleCI salary trend for jobs with a WFH option

CircleCI
Salary Histogram for Jobs with a WFH Option

Salary distribution for jobs with a work from home option citing CircleCI over the 6 months to 3 July 2022.

CircleCI salary histogram for jobs with a WFH option

For the 6 months to 3 July 2022, CircleCI 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 CircleCI.

1 388 (51.53%) AWS
2 386 (51.26%) JavaScript
3 374 (49.67%) CI/CD
4 369 (49.00%) Python
5 361 (47.94%) Software Engineering
6 343 (45.55%) Agile
7 302 (40.11%) Docker
8 297 (39.44%) Ruby
9 279 (37.05%) Git (software)
10 277 (36.79%) Terraform
11 256 (34.00%) GitHub
12 240 (31.87%) React
13 236 (31.34%) DevOps
14 234 (31.08%) Node.js
15 220 (29.22%) PostgreSQL
16 218 (28.95%) TypeScript
17 206 (27.36%) Jenkins
18 198 (26.29%) Java
19 197 (26.16%) GCP
20 188 (24.97%) Ruby on Rails
21 187 (24.83%) Kubernetes
22 179 (23.77%) Mentoring
22 179 (23.77%) Continuous Integration
23 168 (22.31%) Azure
24 160 (21.25%) SQL
25 157 (20.85%) Data Science
26 151 (20.05%) Kafka
27 150 (19.92%) Serverless
28 149 (19.79%) Infrastructure as Code
29 139 (18.46%) Finance

CircleCI
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 42 (5.58%) Apache Spark
2 41 (5.44%) Apache Airflow
3 24 (3.19%) Confluence
4 19 (2.52%) nginx
5 9 (1.20%) Ethereum
6 8 (1.06%) CMS
7 5 (0.66%) OpenStack
8 3 (0.40%) Traefik
9 2 (0.27%) Apache
10 1 (0.13%) Apache Pulsar
10 1 (0.13%) Drupal
Applications
1 12 (1.59%) Adobe Illustrator
1 12 (1.59%) Sketch
1 12 (1.59%) Zeplin
Business Applications
1 1 (0.13%) Payment Gateway
Cloud Services
1 388 (51.53%) AWS
2 256 (34.00%) GitHub
3 197 (26.16%) GCP
4 168 (22.31%) Azure
5 150 (19.92%) Serverless
6 124 (16.47%) Heroku
7 87 (11.55%) Amazon S3
8 72 (9.56%) GitHub Actions
9 61 (8.10%) Amazon ECS
10 56 (7.44%) Cloudflare
11 50 (6.64%) Amazon EC2
11 50 (6.64%) SaaS
12 49 (6.51%) AWS CloudFormation
12 49 (6.51%) Snowflake
13 47 (6.24%) Amazon Kinesis
14 46 (6.11%) AWS Lambda
15 44 (5.84%) Amazon SQS
16 37 (4.91%) Datadog
17 36 (4.78%) Slack
18 30 (3.98%) Amazon EKS
Communications & Networking
1 30 (3.98%) Network Security
2 19 (2.52%) Internet
3 15 (1.99%) Broadband
4 8 (1.06%) AMQP
4 8 (1.06%) DNS
4 8 (1.06%) Firewall
5 7 (0.93%) 5G
5 7 (0.93%) HTTP
6 3 (0.40%) Peer-to-Peer Networking
7 2 (0.27%) Calico
7 2 (0.27%) Intranet
Database & Business Intelligence
1 220 (29.22%) PostgreSQL
2 113 (15.01%) Redis
3 71 (9.43%) NoSQL
4 52 (6.91%) Relational Database
5 49 (6.51%) Amazon Athena
6 44 (5.84%) Hadoop
7 43 (5.71%) Amazon Redshift
7 43 (5.71%) Data Warehouse
8 41 (5.44%) Apache Hive
8 41 (5.44%) BigQuery
8 41 (5.44%) Data Lake
8 41 (5.44%) Sqoop
9 40 (5.31%) Amazon RDS
9 40 (5.31%) Big Data
10 38 (5.05%) Elasticsearch
11 32 (4.25%) MongoDB
12 30 (3.98%) Neo4j
13 27 (3.59%) MySQL
14 23 (3.05%) DynamoDB
15 11 (1.46%) Amazon Aurora
Development Applications
1 279 (37.05%) Git (software)
2 206 (27.36%) Jenkins
3 102 (13.55%) Spinnaker
4 98 (13.01%) Cypress.io
5 92 (12.22%) RSpec
6 83 (11.02%) JIRA
7 63 (8.37%) webpack
8 55 (7.30%) Cucumber
9 51 (6.77%) Selenium
10 44 (5.84%) GitLab
11 32 (4.25%) GoCD
12 21 (2.79%) TeamCity
13 20 (2.66%) Bitbucket
14 18 (2.39%) Atlassian Bamboo
14 18 (2.39%) Jaeger
14 18 (2.39%) Travis CI
15 16 (2.12%) Babel
16 14 (1.86%) Codeship
16 14 (1.86%) git-flow
17 13 (1.73%) Capybara
General
1 139 (18.46%) Finance
2 99 (13.15%) Social Skills
3 96 (12.75%) Games
4 89 (11.82%) Inclusion and Diversity
5 84 (11.16%) Banking
6 83 (11.02%) Automotive
7 47 (6.24%) Retail
8 41 (5.44%) Pharmaceutical
9 37 (4.91%) Analytical Skills
10 27 (3.59%) Law
11 14 (1.86%) Advertising
11 14 (1.86%) Legal
11 14 (1.86%) Tech for Good
12 12 (1.59%) Organisational Skills
13 11 (1.46%) Financial Institution
14 10 (1.33%) Marketing
15 9 (1.20%) Aviation
16 8 (1.06%) Aerospace
16 8 (1.06%) Billing
17 5 (0.66%) Public Sector
Job Titles
1 265 (35.19%) Software Engineer
2 119 (15.80%) DevOps Engineer
3 117 (15.54%) Senior Software Engineer
4 87 (11.55%) Developer
5 50 (6.64%) Data Engineer
5 50 (6.64%) Senior DevOps
5 50 (6.64%) Senior DevOps Engineer
6 29 (3.85%) Platform Engineer
7 25 (3.32%) Lead DevOps
7 25 (3.32%) Python Engineer
8 24 (3.19%) Senior Developer
9 23 (3.05%) Senior Data Engineer
10 22 (2.92%) Technical Leader
11 19 (2.52%) Front End Developer (Client-Side Developer)
11 19 (2.52%) React Developer
12 17 (2.26%) JavaScript Engineer
13 16 (2.12%) Cloud Engineer
14 15 (1.99%) Backend Developer
14 15 (1.99%) Lead DevOps Engineer
14 15 (1.99%) Ruby Engineer
Libraries, Frameworks & Software Standards
1 240 (31.87%) React
2 234 (31.08%) Node.js
3 188 (24.97%) Ruby on Rails
4 151 (20.05%) Kafka
5 120 (15.94%) Vue.js
6 99 (13.15%) Jest
7 88 (11.69%) Django
8 87 (11.55%) GraphQL
9 70 (9.30%) CSS
10 67 (8.90%) React Native
10 67 (8.90%) Sass
11 59 (7.84%) REST
12 57 (7.57%) Spring
13 55 (7.30%) AngularJS
14 54 (7.17%) Vuex
15 52 (6.91%) Nuxt
16 48 (6.37%) RESTful
17 44 (5.84%) OAuth
18 41 (5.44%) Memcached
18 41 (5.44%) Spark Streaming
Miscellaneous
1 95 (12.62%) Greenfield Project
2 85 (11.29%) User Experience
2 85 (11.29%) Virtual Team
3 51 (6.77%) Algorithms
4 48 (6.37%) Data Structures
5 33 (4.38%) Private Cloud
6 32 (4.25%) Blog
7 30 (3.98%) Social Network
8 21 (2.79%) Enterprise Software
8 21 (2.79%) Public Cloud
9 19 (2.52%) Mobile App
10 17 (2.26%) Cloud Native
10 17 (2.26%) Video\Live Streaming
11 15 (1.99%) Video on Demand
12 14 (1.86%) Smartphone
13 13 (1.73%) Management Information System
13 13 (1.73%) Self-Motivation
14 12 (1.59%) Blockchain
15 11 (1.46%) Life Science
16 10 (1.33%) SWIFT
Operating Systems
1 70 (9.30%) Android
2 64 (8.50%) Linux
3 62 (8.23%) Apple iOS
4 32 (4.25%) Windows
5 18 (2.39%) Unix
6 6 (0.80%) Ubuntu
7 3 (0.40%) CentOS
8 2 (0.27%) Red Hat Enterprise Linux
8 2 (0.27%) SUSE
8 2 (0.27%) Windows Server
Processes & Methodologies
1 374 (49.67%) CI/CD
2 361 (47.94%) Software Engineering
3 343 (45.55%) Agile
4 236 (31.34%) DevOps
5 179 (23.77%) Continuous Integration
5 179 (23.77%) Mentoring
6 157 (20.85%) Data Science
7 149 (19.79%) Infrastructure as Code
8 129 (17.13%) Test Automation
9 127 (16.87%) SDLC
10 123 (16.33%) Coaching
11 120 (15.94%) Full Stack Development
11 120 (15.94%) TDD
12 115 (15.27%) Machine Learning
13 114 (15.14%) Refactoring
14 88 (11.69%) Asset Management
14 88 (11.69%) Technical Architecture
15 85 (11.29%) Clean Code
16 81 (10.76%) Continuous Improvement
17 79 (10.49%) Event-Driven
Programming Languages
1 386 (51.26%) JavaScript
2 369 (49.00%) Python
3 297 (39.44%) Ruby
4 218 (28.95%) TypeScript
5 198 (26.29%) Java
6 160 (21.25%) SQL
7 118 (15.67%) Kotlin
8 78 (10.36%) ES6
9 77 (10.23%) Go
10 74 (9.83%) Elm
11 64 (8.50%) Scala
12 41 (5.44%) Groovy
13 26 (3.45%) Bash
14 24 (3.19%) C#
15 23 (3.05%) Clojure
16 22 (2.92%) Apple Swift
16 22 (2.92%) Objective-C
17 20 (2.66%) PHP
18 17 (2.26%) C++
19 15 (1.99%) PowerShell
Qualifications
1 32 (4.25%) Degree
2 22 (2.92%) AWS Certification
3 7 (0.93%) Computer Science Degree
4 2 (0.27%) SC Cleared
4 2 (0.27%) Security Cleared
5 1 (0.13%) ISTQB
Quality Assurance & Compliance
1 67 (8.90%) QA
2 39 (5.18%) Accessibility
3 3 (0.40%) PCI DSS
4 2 (0.27%) GDPR
5 1 (0.13%) ISO/IEC 27001
System Software
1 302 (40.11%) Docker
2 41 (5.44%) Apache Flume
3 4 (0.53%) Virtual Machines
4 3 (0.40%) Active Directory
4 3 (0.40%) Apache ZooKeeper
4 3 (0.40%) VMware Infrastructure
5 2 (0.27%) Ceph
5 2 (0.27%) flannel
5 2 (0.27%) Gluster
5 2 (0.27%) VMware NSX
6 1 (0.13%) Hyper-V
6 1 (0.13%) LXC
Systems Management
1 277 (36.79%) Terraform
2 187 (24.83%) Kubernetes
3 97 (12.88%) Ansible
4 43 (5.71%) Puppet
5 41 (5.44%) Oozie
6 40 (5.31%) Opscode Chef
7 38 (5.05%) Prometheus
8 33 (4.38%) Istio
9 31 (4.12%) Fortio
9 31 (4.12%) Kiali
10 30 (3.98%) Panaseer
11 21 (2.79%) Rancher
12 19 (2.52%) Graphite
12 19 (2.52%) Graylog
13 18 (2.39%) Argo
13 18 (2.39%) Mesos
14 17 (2.26%) SCCM
15 13 (1.73%) Grafana
15 13 (1.73%) Kibana
15 13 (1.73%) Kubeflow
Vendors
1 54 (7.17%) New Relic
2 41 (5.44%) Cloudera
2 41 (5.44%) Databricks
2 41 (5.44%) Google
3 37 (4.91%) Apple
4 30 (3.98%) Cisco
5 19 (2.52%) YouTube
6 18 (2.39%) Funding Circle
7 17 (2.26%) Atlassian
8 13 (1.73%) CyberTech
9 10 (1.33%) Kount
9 10 (1.33%) PayPal
9 10 (1.33%) Plaid
9 10 (1.33%) Recurly
9 10 (1.33%) TrueLayer
10 9 (1.20%) Cadence
10 9 (1.20%) Elastic Path
10 9 (1.20%) Optimizely
11 7 (0.93%) Amplitude
12 6 (0.80%) VMware