Period
to 20 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridge with a requirement for Cloud Computing skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cloud Computing over the 6 months to 20 October 2018 with a comparison to the same period in the previous 2 years.

Cloud Computing
Cambridgeshire > Cambridge
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 94 132 108
Rank change year-on-year +38 -24 +5
Permanent jobs citing Cloud Computing 47 47 38
As % of all permanent IT jobs advertised in Cambridge 2.17% 1.72% 1.66%
As % of the Cloud Services category 11.01% 11.81% 12.97%
Number of salaries quoted 26 25 30
Cambridge median annual salary £60,000 £50,000 £48,750
Median salary % change year-on-year +20.00% +2.56% +21.88%
10th Percentile £50,000 £37,500 £26,250
90th Percentile £72,500 £65,000 £61,250
Cambridgeshire median annual salary £60,000 £50,000 £50,000
% change year-on-year +20.00% - +25.00%

Cloud Computing is in the Cloud Services 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 cloud computing skills.

All Cloud Skills
Cambridge
Permanent vacancies with a requirement for cloud computing skills 427 398 293
As % of all permanent IT jobs advertised in Cambridge 19.70% 14.59% 12.81%
Number of salaries quoted 318 311 218
Cambridge median annual salary £51,250 £50,000 £47,500
Median salary % change year-on-year +2.50% +5.26% +11.76%
10th Percentile £31,250 £32,000 £27,350
90th Percentile £69,125 £71,250 £65,000
Cambridgeshire median annual salary £50,000 £48,000 £45,000
% change year-on-year +4.17% +6.67% -

Cloud Computing
Job Vacancy Trend in Cambridge

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

Job vacancy trend for Cloud Computing in Cambridge

Cloud Computing
Salary Trend in Cambridge

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

Salary trend for Cloud Computing in Cambridge

Cloud Computing
Salary Histogram in Cambridge

The salary distribution of IT jobs citing Cloud Computing in Cambridge over the 6 months to 20 October 2018.

Salary histogram for Cloud Computing in Cambridge

For the 6 months to 20 October 2018, IT jobs citing Cloud Computing 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 Cloud Computing.

1 27 (57.45%) Python
2 25 (53.19%) Machine Learning
3 24 (51.06%) Java
4 20 (42.55%) C++
4 20 (42.55%) Telecoms
4 20 (42.55%) Customer-Centricity
5 18 (38.30%) OOP
5 18 (38.30%) Software Engineering
5 18 (38.30%) Docker
6 14 (29.79%) Artificial Intelligence
7 12 (25.53%) Linux
7 12 (25.53%) NoSQL
7 12 (25.53%) Amazon AWS
8 11 (23.40%) Git (software)
8 11 (23.40%) Microsoft Azure
8 11 (23.40%) MongoDB
8 11 (23.40%) HBase
8 11 (23.40%) Data Structures
8 11 (23.40%) Elasticsearch
8 11 (23.40%) JSON
9 9 (19.15%) PhD
10 8 (17.02%) Jenkins
10 8 (17.02%) Test Automation
10 8 (17.02%) C#
10 8 (17.02%) Reinforcement Learning
10 8 (17.02%) Greenfield Project
11 7 (14.89%) Scrum
11 7 (14.89%) Continuous Integration
11 7 (14.89%) Degree
11 7 (14.89%) Enterprise Software

Cloud Computing
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 11 (23.40%) Elasticsearch
2 1 (2.13%) nginx
2 1 (2.13%) OpenStack
Applications
1 3 (6.38%) Microsoft Excel
1 3 (6.38%) Microsoft Office
1 3 (6.38%) Microsoft PowerPoint
Cloud Services
1 12 (25.53%) Amazon AWS
2 11 (23.40%) Microsoft Azure
Communications & Networking
1 1 (2.13%) Internet
Database & Business Intelligence
1 12 (25.53%) NoSQL
2 11 (23.40%) HBase
2 11 (23.40%) MongoDB
3 1 (2.13%) Big Data
Development Applications
1 11 (23.40%) Git (software)
2 8 (17.02%) Jenkins
3 1 (2.13%) Bugzilla
3 1 (2.13%) JIRA
3 1 (2.13%) JMeter
3 1 (2.13%) Protractor
3 1 (2.13%) Selenium
3 1 (2.13%) Travis CI
General
1 20 (42.55%) Telecoms
2 5 (10.64%) Games
3 2 (4.26%) Manufacturing
4 1 (2.13%) Finance
4 1 (2.13%) Law
4 1 (2.13%) Mandarin Language
Job Titles
1 18 (38.30%) Software Engineer
2 9 (19.15%) Mobile Engineer
3 7 (14.89%) Cloud Engineer
3 7 (14.89%) Integration Engineer
3 7 (14.89%) Python Engineer
3 7 (14.89%) Python Software Engineer
3 7 (14.89%) Software Integration Engineer
3 7 (14.89%) Software Test Engineer
3 7 (14.89%) Test and Integration Engineer
3 7 (14.89%) Test Automation Engineer
3 7 (14.89%) Test Engineer
4 6 (12.77%) DevOps Engineer
4 6 (12.77%) Linux DevOps Engineer
4 6 (12.77%) Linux Engineer
4 6 (12.77%) Linux Scripter
4 6 (12.77%) Linux/Unix DevOps
4 6 (12.77%) Monitoring Engineer
5 5 (10.64%) Machine Learning Engineer
5 5 (10.64%) Systems Engineer
6 4 (8.51%) Software Architect
Libraries, Frameworks & Software Standards
1 11 (23.40%) JSON
2 5 (10.64%) OpenCL
2 5 (10.64%) OpenGL ES
2 5 (10.64%) Vulkan
3 2 (4.26%) CSS
3 2 (4.26%) HTML
4 1 (2.13%) Django
4 1 (2.13%) jQuery
4 1 (2.13%) REST
4 1 (2.13%) RESTful
Miscellaneous
1 11 (23.40%) Data Structures
2 8 (17.02%) Greenfield Project
3 7 (14.89%) Enterprise Software
4 5 (10.64%) 3D Graphics
4 5 (10.64%) Algorithms
4 5 (10.64%) Computer Science
5 4 (8.51%) Java Card
5 4 (8.51%) Mobile App
5 4 (8.51%) Mobile Payment
6 2 (4.26%) Analytical Skills
7 1 (2.13%) Self-Motivation
7 1 (2.13%) User Experience
Operating Systems
1 12 (25.53%) Linux
2 4 (8.51%) Unix
Processes & Methodologies
1 25 (53.19%) Machine Learning
2 20 (42.55%) Customer-Centricity
3 18 (38.30%) OOP
3 18 (38.30%) Software Engineering
4 14 (29.79%) Artificial Intelligence
5 8 (17.02%) Reinforcement Learning
5 8 (17.02%) Test Automation
6 7 (14.89%) Continuous Integration
6 7 (14.89%) Scrum
7 6 (12.77%) Configuration Management
7 6 (12.77%) Decision-Making
7 6 (12.77%) DevOps
8 5 (10.64%) Performance Optimisation
9 4 (8.51%) DRM
9 4 (8.51%) Information Security
9 4 (8.51%) Mobile Application Development
9 4 (8.51%) Open Source
9 4 (8.51%) Problem-Solving
9 4 (8.51%) Security Architecture
9 4 (8.51%) Threat Modelling
Programming Languages
1 27 (57.45%) Python
2 24 (51.06%) Java
3 20 (42.55%) C++
4 8 (17.02%) C#
5 2 (4.26%) C
5 2 (4.26%) SQL
6 1 (2.13%) JavaScript
6 1 (2.13%) Kotlin
6 1 (2.13%) TypeScript
Qualifications
1 9 (19.15%) PhD
2 7 (14.89%) Degree
3 2 (4.26%) PMP
4 1 (2.13%) Computer Science Degree
Quality Assurance & Compliance
1 3 (6.38%) QA
System Software
1 18 (38.30%) Docker
2 1 (2.13%) KVM
2 1 (2.13%) QEMU
Systems Management
1 6 (12.77%) Ansible
1 6 (12.77%) Docker Swarm
1 6 (12.77%) Kubernetes
1 6 (12.77%) Prometheus
Vendors
1 6 (12.77%) Splunk
2 1 (2.13%) Huawei