Period
to 13 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 13 November 2018 with a comparison to the same period in the previous 2 years.

Ansible
East of England > Cambridgeshire
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 73 167 140
Rank change year-on-year +94 -27 +36
Permanent jobs citing Ansible 117 43 36
As % of all permanent IT jobs advertised in Cambridgeshire 3.63% 1.05% 1.03%
As % of the Systems Management category 27.79% 24.71% 19.78%
Number of salaries quoted 75 38 35
Cambridgeshire median annual salary £55,000 £62,500 £47,500
Median salary % change year-on-year -12.00% +31.58% -13.64%
10th Percentile £41,000 £40,000 £41,000
90th Percentile £66,250 £75,000 £65,750
East of England median annual salary £55,000 £60,000 £50,000
% change year-on-year -8.33% +20.00% -13.04%

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 Cambridgeshire with a requirement for systems management skills.

All Systems Management Skills
Cambridgeshire
Permanent vacancies with a requirement for systems management skills 421 174 182
As % of all permanent IT jobs advertised in Cambridgeshire 13.06% 4.23% 5.22%
Number of salaries quoted 263 146 152
Cambridgeshire median annual salary £44,750 £50,000 £45,500
Median salary % change year-on-year -10.50% +9.89% +9.64%
10th Percentile £27,500 £27,250 £31,325
90th Percentile £65,000 £75,000 £60,000
East of England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Ansible
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Ansible in Cambridgeshire

Ansible
Salary Trend in Cambridgeshire

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

Salary trend for Ansible in Cambridgeshire

Ansible
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Ansible in Cambridgeshire over the 6 months to 13 November 2018.

Salary histogram for Ansible in Cambridgeshire

Ansible
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Ansible within the Cambridgeshire region over the 6 months to 13 November 2018. 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
Cambridge +89 109 £55,000 -12.00% 24
Peterborough - 8 £60,000 - 3
Ansible
East of England

For the 6 months to 13 November 2018, 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 Cambridgeshire region with a requirement for Ansible.

1 76 (64.96%) Python
2 70 (59.83%) Amazon AWS
3 69 (58.97%) DevOps
4 68 (58.12%) Linux
5 67 (57.26%) Agile Software Development
6 65 (55.56%) Docker
7 58 (49.57%) Puppet
8 45 (38.46%) Continuous Integration
9 42 (35.90%) Java
10 41 (35.04%) Web Services
11 40 (34.19%) Git (software)
12 39 (33.33%) Jenkins
12 39 (33.33%) Kubernetes
13 38 (32.48%) Opscode Chef
14 31 (26.50%) TDD
15 30 (25.64%) Machine Learning
16 29 (24.79%) Artificial Intelligence
17 27 (23.08%) JavaScript
17 27 (23.08%) OpenShift
17 27 (23.08%) Degree
18 26 (22.22%) Continuous Delivery
19 25 (21.37%) Terraform
19 25 (21.37%) Spring
20 23 (19.66%) SQL
20 23 (19.66%) Computer Science
20 23 (19.66%) WorldPay
20 23 (19.66%) Microservices
21 22 (18.80%) QA
22 21 (17.95%) RESTful
23 20 (17.09%) Apache Cassandra

Ansible
Co-occurring IT Skills in Cambridgeshire 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 17 (14.53%) OpenStack
2 5 (4.27%) WebLogic
3 4 (3.42%) Cloud Foundry
3 4 (3.42%) Confluence
3 4 (3.42%) WebSphere
4 1 (0.85%) JBoss
4 1 (0.85%) WildFly
Business Applications
1 19 (16.24%) Payment Gateway
2 4 (3.42%) Documaker
Cloud Services
1 70 (59.83%) Amazon AWS
2 27 (23.08%) OpenShift
3 19 (16.24%) Microsoft Azure
4 15 (12.82%) GitHub
5 7 (5.98%) Amazon EC2
5 7 (5.98%) Amazon S3
6 6 (5.13%) Cloud Computing
6 6 (5.13%) SaaS
7 4 (3.42%) Google Cloud Platform
7 4 (3.42%) IaaS
7 4 (3.42%) PaaS
8 3 (2.56%) Amazon ELB
8 3 (2.56%) CloudFront
8 3 (2.56%) Virtual Private Cloud
9 2 (1.71%) Amazon CloudWatch
9 2 (1.71%) Serverless
10 1 (0.85%) AWS Elastic Beanstalk
Communications & Networking
1 6 (5.13%) SNMP
2 5 (4.27%) DNS
3 4 (3.42%) Cisco IOS
3 4 (3.42%) Cisco Nexus
3 4 (3.42%) DHCP
3 4 (3.42%) FTP
3 4 (3.42%) HTTP
3 4 (3.42%) HTTPS
3 4 (3.42%) ICMP
3 4 (3.42%) IMAP
3 4 (3.42%) IPsec
3 4 (3.42%) OpenVPN
3 4 (3.42%) POP3
3 4 (3.42%) SMTP
3 4 (3.42%) SSH
3 4 (3.42%) SSL
3 4 (3.42%) TCP/IP
3 4 (3.42%) Telnet
3 4 (3.42%) WPA2
Database & Business Intelligence
1 20 (17.09%) Apache Cassandra
2 19 (16.24%) MySQL
3 14 (11.97%) Amazon RDS
4 11 (9.40%) Relational Database
5 9 (7.69%) MongoDB
6 7 (5.98%) SQL Server
7 5 (4.27%) NoSQL
8 4 (3.42%) Oracle Database
8 4 (3.42%) PostgreSQL
9 3 (2.56%) Amazon Redshift
10 1 (0.85%) RDBMS
10 1 (0.85%) Text Mining
Development Applications
1 40 (34.19%) Git (software)
2 39 (33.33%) Jenkins
3 14 (11.97%) Maven
4 11 (9.40%) Cucumber
5 10 (8.55%) Vagrant
6 8 (6.84%) Selenium
6 8 (6.84%) SonarQube
7 7 (5.98%) Gradle
7 7 (5.98%) Mercurial
8 6 (5.13%) Sonatype Nexus
9 5 (4.27%) Hudson
10 4 (3.42%) Ant
10 4 (3.42%) Gerrit
10 4 (3.42%) JIRA
10 4 (3.42%) TeamCity
11 3 (2.56%) Atlassian Bamboo
11 3 (2.56%) Clang
11 3 (2.56%) CMake
11 3 (2.56%) JUnit
12 1 (0.85%) VisualVM
General
1 14 (11.97%) Finance
2 4 (3.42%) Law
3 3 (2.56%) Military
4 1 (0.85%) Games
4 1 (0.85%) Retail
Job Titles
1 40 (34.19%) Developer
2 31 (26.50%) DevOps Engineer
3 27 (23.08%) Linux Engineer
4 25 (21.37%) Software Developer
5 15 (12.82%) Java Developer
6 13 (11.11%) Software Engineer
7 12 (10.26%) Java Software Developer
8 11 (9.40%) Cloud Engineer
9 10 (8.55%) Integration Engineer
9 10 (8.55%) Systems Engineer
10 9 (7.69%) AWS Developer
10 9 (7.69%) Java Scala Developer
10 9 (7.69%) Lead Developer
10 9 (7.69%) Linux Systems Engineer
10 9 (7.69%) Python Developer
10 9 (7.69%) Scala Developer
10 9 (7.69%) Senior Developer
11 8 (6.84%) Linux/Unix DevOps
11 8 (6.84%) Machine Learning Engineer
11 8 (6.84%) Principal Java Developer
Libraries, Frameworks & Software Standards
1 41 (35.04%) Web Services
2 25 (21.37%) Spring
3 21 (17.95%) RESTful
4 18 (15.38%) Spring Boot
5 16 (13.68%) Akka
6 14 (11.97%) AngularJS
6 14 (11.97%) Play Framework
7 12 (10.26%) REST
8 6 (5.13%) Node.js
8 6 (5.13%) Ruby on Rails
9 5 (4.27%) .NET
9 5 (4.27%) Hibernate
9 5 (4.27%) HTML
9 5 (4.27%) HTML5
9 5 (4.27%) RabbitMQ
9 5 (4.27%) SOAP
10 4 (3.42%) CSS
10 4 (3.42%) CSS3
10 4 (3.42%) Twitter Bootstrap
10 4 (3.42%) YAML
Miscellaneous
1 23 (19.66%) Computer Science
2 16 (13.68%) Public Cloud
3 14 (11.97%) Hybrid Cloud
3 14 (11.97%) Life Science
4 12 (10.26%) Cloud Native
5 6 (5.13%) Greenfield Project
6 4 (3.42%) LIMS
6 4 (3.42%) Management Information System
6 4 (3.42%) Self-Motivation
6 4 (3.42%) User Experience
7 3 (2.56%) Data Centre
7 3 (2.56%) N-Tier
7 3 (2.56%) Private Cloud
8 2 (1.71%) Algorithms
8 2 (1.71%) Analytical Skills
9 1 (0.85%) Enterprise Software
Operating Systems
1 68 (58.12%) Linux
2 12 (10.26%) Windows
3 10 (8.55%) CentOS
4 7 (5.98%) Red Hat Enterprise Linux
5 5 (4.27%) Ubuntu
5 5 (4.27%) Windows Server
6 4 (3.42%) Android
6 4 (3.42%) Solaris
6 4 (3.42%) Windows Server 2008
6 4 (3.42%) Windows Server 2012
7 3 (2.56%) Debian
7 3 (2.56%) Unix
Processes & Methodologies
1 69 (58.97%) DevOps
2 67 (57.26%) Agile Software Development
3 45 (38.46%) Continuous Integration
4 31 (26.50%) TDD
5 30 (25.64%) Machine Learning
6 29 (24.79%) Artificial Intelligence
7 26 (22.22%) Continuous Delivery
8 23 (19.66%) Microservices
9 20 (17.09%) Software Engineering
10 19 (16.24%) E-Commerce
10 19 (16.24%) Mathematics
10 19 (16.24%) Scrum
11 18 (15.38%) Integration Testing
12 17 (14.53%) Configuration Management
12 17 (14.53%) Network Monitoring
12 17 (14.53%) OO
13 13 (11.11%) Test Automation
14 12 (10.26%) API Design
14 12 (10.26%) Software Architecture
15 11 (9.40%) Bioinformatics
Programming Languages
1 76 (64.96%) Python
2 42 (35.90%) Java
3 27 (23.08%) JavaScript
4 23 (19.66%) SQL
5 16 (13.68%) Scala
6 14 (11.97%) Go
7 13 (11.11%) Ruby
8 10 (8.55%) Bash Shell
8 10 (8.55%) PHP
9 6 (5.13%) C#
9 6 (5.13%) C++
10 5 (4.27%) PowerShell
11 3 (2.56%) Perl
11 3 (2.56%) Shell Script
Qualifications
1 27 (23.08%) Degree
2 6 (5.13%) Computer Science Degree
3 1 (0.85%) Master's Degree
Quality Assurance & Compliance
1 22 (18.80%) QA
2 1 (0.85%) GDPR
System Software
1 65 (55.56%) Docker
2 13 (11.11%) VMware Infrastructure
3 5 (4.27%) VirtualBox
4 4 (3.42%) Samba
5 3 (2.56%) Virtual Machines
6 1 (0.85%) Active Directory
6 1 (0.85%) Hyper-V
6 1 (0.85%) KVM
6 1 (0.85%) Shibboleth
6 1 (0.85%) Xen
Systems Management
1 58 (49.57%) Puppet
2 39 (33.33%) Kubernetes
3 38 (32.48%) Opscode Chef
4 25 (21.37%) Terraform
5 9 (7.69%) Packer
6 8 (6.84%) Consul
7 6 (5.13%) Docker Swarm
7 6 (5.13%) Nagios
7 6 (5.13%) Prometheus
8 4 (3.42%) Rancher
8 4 (3.42%) Sysdig
8 4 (3.42%) vRealize
9 1 (0.85%) Salt
Vendors
1 23 (19.66%) WorldPay
2 17 (14.53%) Cisco
2 17 (14.53%) HP
2 17 (14.53%) Oracle
3 13 (11.11%) Juniper
3 13 (11.11%) VMware
4 12 (10.26%) Splunk
5 8 (6.84%) Red Hat
6 6 (5.13%) AppDynamics
6 6 (5.13%) Cognizant
7 4 (3.42%) BMC
7 4 (3.42%) IBM
7 4 (3.42%) Intel
7 4 (3.42%) Microsoft
7 4 (3.42%) New Relic
7 4 (3.42%) ServiceNow
8 2 (1.71%) Google
8 2 (1.71%) Qualys