Period
to 19 July 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 19 July 2018 with a comparison to the same period in the previous 2 years.

Cloud Computing
Cambridgeshire > Cambridge
6 months to
19 Jul 2018
Same period 2017 Same period 2016
Rank 120 116 111
Rank change year-on-year -4 -5 -6
Permanent jobs citing Cloud Computing 55 53 53
As % of all permanent IT jobs advertised in Cambridge 1.95% 1.96% 2.03%
As % of the Cloud Services category 10.38% 12.02% 17.43%
Number of salaries quoted 28 45 44
Cambridge median annual salary £60,000 £50,000 £50,000
Median salary % change year-on-year +20.00% - +5.26%
10th Percentile £46,625 £31,200 £38,750
90th Percentile £72,500 £58,750 £61,250
Cambridgeshire median annual salary £61,250 £50,000 £50,000
% change year-on-year +22.50% - +17.65%

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 530 441 304
As % of all permanent IT jobs advertised in Cambridge 18.83% 16.33% 11.62%
Number of salaries quoted 375 349 233
Cambridge median annual salary £50,000 £47,500 £50,000
Median salary % change year-on-year +5.26% -5.00% +11.11%
10th Percentile £35,000 £31,250 £33,060
90th Percentile £67,500 £69,250 £62,500
Cambridgeshire median annual salary £50,000 £45,000 £47,500
% change year-on-year +11.11% -5.26% +5.56%

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 19 July 2018.

Salary histogram for Cloud Computing in Cambridge

For the 6 months to 19 July 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 32 (58.18%) Machine Learning
2 29 (52.73%) Docker
3 27 (49.09%) Amazon AWS
3 27 (49.09%) Python
4 26 (47.27%) Java
5 24 (43.64%) Software Engineering
6 21 (38.18%) C++
6 21 (38.18%) Linux
7 19 (34.55%) OOP
8 16 (29.09%) Customer-Centricity
9 15 (27.27%) Telecoms
9 15 (27.27%) Microsoft Azure
10 14 (25.45%) Computer Science
11 13 (23.64%) Degree
11 13 (23.64%) MongoDB
11 13 (23.64%) NoSQL
12 12 (21.82%) HBase
12 12 (21.82%) Git (software)
12 12 (21.82%) JSON
12 12 (21.82%) Data Structures
12 12 (21.82%) Elasticsearch
13 11 (20.00%) Algorithms
13 11 (20.00%) Open Source
14 10 (18.18%) Artificial Intelligence
14 10 (18.18%) C#
14 10 (18.18%) LXC
14 10 (18.18%) Jenkins
15 8 (14.55%) Scrum
15 8 (14.55%) Continuous Integration
15 8 (14.55%) Test Automation

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 12 (21.82%) Elasticsearch
2 5 (9.09%) Apache
2 5 (9.09%) Apache Spark
3 3 (5.45%) OpenStack
4 1 (1.82%) nginx
Applications
1 3 (5.45%) Microsoft Excel
1 3 (5.45%) Microsoft Office
1 3 (5.45%) Microsoft PowerPoint
Cloud Services
1 27 (49.09%) Amazon AWS
2 15 (27.27%) Microsoft Azure
3 5 (9.09%) Amazon CloudWatch
3 5 (9.09%) Amazon EC2
3 5 (9.09%) IaaS
Communications & Networking
1 1 (1.82%) Internet
Database & Business Intelligence
1 13 (23.64%) MongoDB
1 13 (23.64%) NoSQL
2 12 (21.82%) HBase
3 3 (5.45%) Big Data
4 1 (1.82%) PostgreSQL
Development Applications
1 12 (21.82%) Git (software)
2 10 (18.18%) Jenkins
3 3 (5.45%) Bugzilla
4 1 (1.82%) CircleCI
4 1 (1.82%) GitLab
4 1 (1.82%) JIRA
4 1 (1.82%) JMeter
4 1 (1.82%) Protractor
4 1 (1.82%) Selenium
4 1 (1.82%) Travis CI
General
1 15 (27.27%) Telecoms
2 2 (3.64%) Games
3 1 (1.82%) Finance
3 1 (1.82%) Law
3 1 (1.82%) Retail
Job Titles
1 20 (36.36%) Software Engineer
2 12 (21.82%) Architect
3 9 (16.36%) Developer
4 7 (12.73%) Integration Engineer
4 7 (12.73%) Python Engineer
4 7 (12.73%) Python Software Engineer
4 7 (12.73%) Software Integration Engineer
4 7 (12.73%) Software Test Engineer
4 7 (12.73%) Test and Integration Engineer
4 7 (12.73%) Test Automation Engineer
4 7 (12.73%) Test Engineer
5 6 (10.91%) AWS Architect
5 6 (10.91%) Machine Learning Engineer
5 6 (10.91%) Software Architect
5 6 (10.91%) Solutions Architect
5 6 (10.91%) Systems Architect
6 5 (9.09%) AWS Solutions Architect
6 5 (9.09%) Mobile Engineer
6 5 (9.09%) Senior Developer
7 3 (5.45%) Java Developer
Libraries, Frameworks & Software Standards
1 12 (21.82%) JSON
2 6 (10.91%) Web Services
3 5 (9.09%) TensorFlow
4 3 (5.45%) RESTful
5 2 (3.64%) CSS
5 2 (3.64%) HTML
5 2 (3.64%) OpenCL
5 2 (3.64%) OpenGL ES
5 2 (3.64%) Vulkan
6 1 (1.82%) Django
6 1 (1.82%) jQuery
6 1 (1.82%) Middleware
Miscellaneous
1 14 (25.45%) Computer Science
2 12 (21.82%) Data Structures
3 11 (20.00%) Algorithms
4 7 (12.73%) Enterprise Software
5 6 (10.91%) Public Cloud
6 5 (9.09%) GPGPU
7 3 (5.45%) Greenfield Project
7 3 (5.45%) Java Card
8 2 (3.64%) 3D Graphics
8 2 (3.64%) Analytical Skills
8 2 (3.64%) Data Centre
8 2 (3.64%) Mobile App
8 2 (3.64%) Mobile Payment
9 1 (1.82%) Device Driver
9 1 (1.82%) Embedded Systems
9 1 (1.82%) Private Cloud
9 1 (1.82%) User Experience
9 1 (1.82%) Verilog
9 1 (1.82%) VHDL
Operating Systems
1 21 (38.18%) Linux
2 5 (9.09%) Mac OS
2 5 (9.09%) Mac OS X
2 5 (9.09%) Solaris
2 5 (9.09%) Unix
Processes & Methodologies
1 32 (58.18%) Machine Learning
2 24 (43.64%) Software Engineering
3 19 (34.55%) OOP
4 16 (29.09%) Customer-Centricity
5 11 (20.00%) Open Source
6 10 (18.18%) Artificial Intelligence
7 8 (14.55%) Continuous Integration
7 8 (14.55%) Scrum
7 8 (14.55%) Test Automation
8 6 (10.91%) Open Source Development
9 5 (9.09%) DevOps
9 5 (9.09%) Mathematics
9 5 (9.09%) Network Management
9 5 (9.09%) Parallel Processing
9 5 (9.09%) Statistics
9 5 (9.09%) Use Case
10 4 (7.27%) Agile Software Development
10 4 (7.27%) Configuration Management
11 3 (5.45%) Information Security
11 3 (5.45%) UML
Programming Languages
1 27 (49.09%) Python
2 26 (47.27%) Java
3 21 (38.18%) C++
4 10 (18.18%) C#
5 3 (5.45%) C
6 2 (3.64%) JavaScript
6 2 (3.64%) Julia
6 2 (3.64%) MATLAB
6 2 (3.64%) SQL
7 1 (1.82%) Assembly Language
7 1 (1.82%) Kotlin
7 1 (1.82%) Perl
7 1 (1.82%) PHP
7 1 (1.82%) PowerShell
7 1 (1.82%) Ruby
7 1 (1.82%) TypeScript
Qualifications
1 13 (23.64%) Degree
2 6 (10.91%) Computer Science Degree
3 5 (9.09%) CCNA
3 5 (9.09%) Cisco Certification
4 4 (7.27%) PhD
System Software
1 29 (52.73%) Docker
2 10 (18.18%) LXC
3 5 (9.09%) Xen
4 3 (5.45%) KVM
4 3 (5.45%) QEMU
Systems Management
1 5 (9.09%) Grafana
1 5 (9.09%) Graphite
1 5 (9.09%) Graylog
1 5 (9.09%) Kibana
1 5 (9.09%) logstash
2 3 (5.45%) Ansible
2 3 (5.45%) Kubernetes
3 2 (3.64%) Docker Swarm
3 2 (3.64%) Opscode Chef
3 2 (3.64%) Prometheus
3 2 (3.64%) Puppet
4 1 (1.82%) ZABBIX
Vendors
1 7 (12.73%) Splunk
2 1 (1.82%) Huawei
2 1 (1.82%) SaltStack