Period
to 19 September 2019

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Ansible skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Ansible over the 6 months to 19 September 2019 with a comparison to the same period in the previous 2 years.

Ansible
Cambridgeshire > Cambridge
6 months to
19 Sep 2019
Same period 2018 Same period 2017
Rank 54 54 139
Rank change year-on-year 0 +85 -17
Permanent jobs citing Ansible 74 121 37
As % of all permanent IT jobs advertised in Cambridge 4.74% 4.97% 1.37%
As % of the Systems Management category 39.36% 46.90% 28.24%
Number of salaries quoted 66 68 36
Cambridge median annual salary £55,000 £57,500 £65,000
Median salary % change year-on-year -4.35% -11.54% +36.84%
10th Percentile £42,500 £40,941 £40,000
90th Percentile £70,625 £65,000 £75,000
Cambridgeshire median annual salary £55,000 £57,500 £65,000
% change year-on-year -4.35% -11.54% +36.84%

Ansible is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridge with a requirement for systems management skills.

All Systems Management Skills
Cambridge
Permanent vacancies with a requirement for systems management skills 188 258 131
As % of all permanent IT jobs advertised in Cambridge 12.05% 10.59% 4.86%
Number of salaries quoted 148 149 111
Cambridge median annual salary £53,750 £50,000 £55,000
Median salary % change year-on-year +7.50% -9.09% +15.79%
10th Percentile £28,500 £32,900 £37,500
90th Percentile £71,250 £66,250 £71,250
Cambridgeshire median annual salary £47,500 £45,000 £50,000
% change year-on-year +5.56% -10.00% +11.11%

Ansible
Job Vacancy Trend in Cambridge

Job postings citing Ansible as a percentage of all IT jobs advertised in Cambridge.

Job vacancy trend for Ansible in Cambridge

Ansible
Salary Trend in Cambridge

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

Salary trend for Ansible in Cambridge

Ansible
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Ansible in Cambridge over the 6 months to 19 September 2019.

Salary histogram for Ansible in Cambridge

For the 6 months to 19 September 2019, IT jobs citing Ansible 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 across the Cambridge region with a requirement for Ansible.

1 62 (83.78%) DevOps
2 60 (81.08%) Python
3 54 (72.97%) Linux
4 45 (60.81%) AWS
5 43 (58.11%) Docker
6 34 (45.95%) Puppet
7 33 (44.59%) Kubernetes
8 24 (32.43%) Opscode Chef
8 24 (32.43%) Agile Software Development
9 22 (29.73%) Git (software)
10 21 (28.38%) Jenkins
11 20 (27.03%) Perl
12 19 (25.68%) Configuration Management
12 19 (25.68%) PostgreSQL
12 19 (25.68%) Test Automation
12 19 (25.68%) PowerShell
12 19 (25.68%) Terraform
13 18 (24.32%) GCP
13 18 (24.32%) AWS CloudFormation
14 17 (22.97%) Azure
14 17 (22.97%) Ubuntu
14 17 (22.97%) MySQL
15 16 (21.62%) Software Engineering
16 15 (20.27%) Continuous Integration
16 15 (20.27%) Infrastructure as Code
17 14 (18.92%) Microservices
17 14 (18.92%) Elasticsearch
17 14 (18.92%) Go
17 14 (18.92%) Kafka
17 14 (18.92%) OpenStack

Ansible
Co-occurring IT Skills in Cambridge 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 14 (18.92%) Elasticsearch
1 14 (18.92%) nginx
1 14 (18.92%) OpenStack
2 13 (17.57%) Cloud Foundry
2 13 (17.57%) CloudStack
2 13 (17.57%) Tomcat
Cloud Services
1 45 (60.81%) AWS
2 18 (24.32%) AWS CloudFormation
2 18 (24.32%) GCP
3 17 (22.97%) Azure
4 13 (17.57%) DigitalOcean
4 13 (17.57%) Heroku
4 13 (17.57%) IaaS
4 13 (17.57%) PaaS
5 5 (6.76%) Cloud Computing
6 4 (5.41%) Amazon EC2
6 4 (5.41%) Amazon ECS
6 4 (5.41%) Amazon S3
6 4 (5.41%) Virtual Private Cloud
7 2 (2.70%) SaaS
8 1 (1.35%) Amazon CloudWatch
8 1 (1.35%) GitHub
Communications & Networking
1 13 (17.57%) VPN
2 6 (8.11%) Internet
3 2 (2.70%) Firewall
3 2 (2.70%) IPv6
4 1 (1.35%) SNMP
Database & Business Intelligence
1 19 (25.68%) PostgreSQL
2 17 (22.97%) MySQL
3 13 (17.57%) Apache Cassandra
3 13 (17.57%) MongoDB
4 7 (9.46%) Big Data
5 4 (5.41%) Text Mining
6 3 (4.05%) SQL Server
7 2 (2.70%) Relational Database
8 1 (1.35%) Amazon Athena
8 1 (1.35%) Data Mining
Development Applications
1 22 (29.73%) Git (software)
2 21 (28.38%) Jenkins
3 11 (14.86%) TeamCity
4 8 (10.81%) Gradle
4 8 (10.81%) Subversion
5 7 (9.46%) Maven
6 6 (8.11%) GitLab
7 5 (6.76%) JIRA
8 1 (1.35%) Atlassian Bamboo
8 1 (1.35%) CircleCI
8 1 (1.35%) Clang
8 1 (1.35%) CMake
8 1 (1.35%) Cucumber
8 1 (1.35%) JUnit
General
1 3 (4.05%) Pharmaceutical
2 1 (1.35%) Manufacturing
2 1 (1.35%) Retail
Job Titles
1 38 (51.35%) DevOps Engineer
2 13 (17.57%) Linux Engineer
3 12 (16.22%) Cloud Engineer
3 12 (16.22%) Linux DevOps Engineer
3 12 (16.22%) Linux/Unix DevOps
4 11 (14.86%) Developer
5 9 (12.16%) AWS Engineer
5 9 (12.16%) Python Engineer
6 8 (10.81%) AWS DevOps
6 8 (10.81%) AWS DevOps Engineer
6 8 (10.81%) Platform Engineer
7 6 (8.11%) Automation Engineer
7 6 (8.11%) Python Developer
8 4 (5.41%) Full Stack Developer
8 4 (5.41%) Lead DevOps
8 4 (5.41%) Lead DevOps Engineer
8 4 (5.41%) Operations Engineer
8 4 (5.41%) Software Engineer
9 3 (4.05%) Cloud Infrastructure Engineer
9 3 (4.05%) Senior DevOps
Libraries, Frameworks & Software Standards
1 14 (18.92%) Kafka
2 13 (17.57%) LEMP Stack
3 7 (9.46%) REST
4 6 (8.11%) AngularJS
4 6 (8.11%) CSS
4 6 (8.11%) HTML
4 6 (8.11%) React
5 5 (6.76%) Twitter Bootstrap
6 4 (5.41%) CSS3
6 4 (5.41%) Django
6 4 (5.41%) Hibernate
6 4 (5.41%) HTML5
6 4 (5.41%) Web Services
7 3 (4.05%) .NET
7 3 (4.05%) Natural Language Processing
7 3 (4.05%) RESTful
7 3 (4.05%) SOAP
8 2 (2.70%) pytest
8 2 (2.70%) Spring Boot
8 2 (2.70%) Vue.js
Miscellaneous
1 13 (17.57%) Renewable Energy
2 6 (8.11%) Internet of Things
3 5 (6.76%) Linux Command Line
3 5 (6.76%) Self-Motivation
4 4 (5.41%) Life Science
5 3 (4.05%) Enterprise Software
6 2 (2.70%) Analytical Skills
6 2 (2.70%) Machine to Machine
7 1 (1.35%) Algorithms
7 1 (1.35%) Data Structures
7 1 (1.35%) Greenfield Project
7 1 (1.35%) Management Information System
7 1 (1.35%) Mobile App
7 1 (1.35%) N-Tier
7 1 (1.35%) Private Cloud
Operating Systems
1 54 (72.97%) Linux
2 17 (22.97%) Ubuntu
3 14 (18.92%) CentOS
3 14 (18.92%) Red Hat Enterprise Linux
3 14 (18.92%) Windows
4 5 (6.76%) Debian
4 5 (6.76%) Mac OS
4 5 (6.76%) Unix
Processes & Methodologies
1 62 (83.78%) DevOps
2 24 (32.43%) Agile Software Development
3 19 (25.68%) Configuration Management
3 19 (25.68%) Test Automation
4 16 (21.62%) Software Engineering
5 15 (20.27%) Continuous Integration
5 15 (20.27%) Infrastructure as Code
6 14 (18.92%) High Availability
6 14 (18.92%) Microservices
6 14 (18.92%) Unit Testing
7 13 (17.57%) Infrastructure Automation
7 13 (17.57%) Infrastructure Engineering
7 13 (17.57%) Network Design
7 13 (17.57%) Runbook
8 10 (13.51%) Artificial Intelligence
8 10 (13.51%) Computer Science
9 9 (12.16%) Problem-Solving
10 8 (10.81%) Continuous Delivery
11 7 (9.46%) Machine Learning
12 6 (8.11%) Technical Leadership
Programming Languages
1 60 (81.08%) Python
2 20 (27.03%) Perl
3 19 (25.68%) PowerShell
4 14 (18.92%) Go
5 13 (17.57%) Ruby
6 10 (13.51%) Bash Shell
7 9 (12.16%) JavaScript
8 7 (9.46%) Java
8 7 (9.46%) SQL
9 6 (8.11%) PHP
10 5 (6.76%) C
11 4 (5.41%) C++
11 4 (5.41%) Shell Script
12 3 (4.05%) C#
13 2 (2.70%) Groovy
Qualifications
1 11 (14.86%) Degree
2 2 (2.70%) ITIL Certification
3 1 (1.35%) AWS Certification
3 1 (1.35%) Computer Science Degree
3 1 (1.35%) Master's Degree
3 1 (1.35%) Postgraduate
Quality Assurance & Compliance
1 4 (5.41%) HIPAA
1 4 (5.41%) ISO/IEC 27001
System Software
1 43 (58.11%) Docker
2 1 (1.35%) Shibboleth
2 1 (1.35%) Slurm Workload Manager
Systems Management
1 34 (45.95%) Puppet
2 33 (44.59%) Kubernetes
3 24 (32.43%) Opscode Chef
4 19 (25.68%) Terraform
5 13 (17.57%) Packer
6 7 (9.46%) Prometheus
7 5 (6.76%) Opsgenie
8 4 (5.41%) rkt
9 2 (2.70%) Docker Swarm
Vendors
1 13 (17.57%) Rackspace
2 9 (12.16%) Google
2 9 (12.16%) Microsoft
3 2 (2.70%) Cisco
3 2 (2.70%) HP
3 2 (2.70%) Juniper
3 2 (2.70%) Oracle
3 2 (2.70%) Red Hat
4 1 (1.35%) Atlassian
4 1 (1.35%) Splunk