Period
to 17 January 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 17 January 2018 with a comparison to the same period in the previous 2 years.

Cloud Computing
Cambridgeshire > Cambridge
6 months to
17 Jan 2018
Same period 2017 Same period 2016
Rank 121 111 113
Rank change year-on-year -10 +2 +10
Permanent jobs citing Cloud Computing 62 35 58
As % of all permanent IT jobs advertised in Cambridge 1.97% 1.56% 2.01%
As % of the Cloud Services category 13.81% 14.06% 22.48%
Number of salaries quoted 29 31 44
Cambridge median annual salary £60,000 £47,500 £40,750
Median salary % change year-on-year +26.32% +16.56% -18.50%
10th Percentile £47,500 £26,250 £31,250
90th Percentile £65,000 £62,500 £57,850
Cambridgeshire median annual salary £60,000 £44,500 £42,500
% change year-on-year +34.83% +4.71% -15.00%

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 449 249 258
As % of all permanent IT jobs advertised in Cambridge 14.26% 11.10% 8.95%
Number of salaries quoted 322 212 216
Cambridge median annual salary £50,000 £45,000 £43,000
Median salary % change year-on-year +11.11% +4.65% +4.88%
10th Percentile £31,250 £26,250 £31,250
90th Percentile £70,000 £62,500 £67,500
Cambridgeshire median annual salary £50,000 £44,500 £43,000
% change year-on-year +12.36% +3.49% +7.50%

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 17 January 2018.

Salary histogram for Cloud Computing in Cambridge

For the 6 months to 17 January 2018, IT jobs citing Cloud Computing also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Cambridge region with a requirement for Cloud Computing.

1 33 (53.23%) Python
2 28 (45.16%) Java
3 25 (40.32%) OOP
4 23 (37.10%) Amazon AWS
5 22 (35.48%) Telecoms
5 22 (35.48%) Customer-Centricity
6 19 (30.65%) MongoDB
6 19 (30.65%) Degree
6 19 (30.65%) Algorithms
7 18 (29.03%) Computer Science
7 18 (29.03%) NoSQL
7 18 (29.03%) Git (software)
8 17 (27.42%) Docker
9 16 (25.81%) Data Structures
9 16 (25.81%) Elasticsearch
9 16 (25.81%) Microsoft Azure
9 16 (25.81%) HBase
9 16 (25.81%) Big Data
9 16 (25.81%) JSON
10 12 (19.35%) Scrum
11 11 (17.74%) C#
11 11 (17.74%) Machine Learning
11 11 (17.74%) Test Automation
12 10 (16.13%) Continuous Integration
12 10 (16.13%) Artificial Intelligence
12 10 (16.13%) Software Engineering
12 10 (16.13%) C++
12 10 (16.13%) JavaScript
12 10 (16.13%) Jenkins
13 9 (14.52%) AngularJS

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 16 (25.81%) Elasticsearch
Applications
1 4 (6.45%) Microsoft Office
2 2 (3.23%) Microsoft Excel
2 2 (3.23%) Microsoft PowerPoint
Cloud Services
1 23 (37.10%) Amazon AWS
2 16 (25.81%) Microsoft Azure
3 5 (8.06%) Virtual Private Cloud
4 2 (3.23%) SaaS
5 1 (1.61%) Amazon CloudWatch
5 1 (1.61%) Amazon EC2
5 1 (1.61%) Amazon Kinesis
5 1 (1.61%) AWS CloudFormation
5 1 (1.61%) AWS Elastic Beanstalk
5 1 (1.61%) Google Play
Communications & Networking
1 8 (12.90%) Internet
2 5 (8.06%) DNS
2 5 (8.06%) Remote Desktop
3 2 (3.23%) Wireless
4 1 (1.61%) MQTT
Database & Business Intelligence
1 19 (30.65%) MongoDB
2 18 (29.03%) NoSQL
3 16 (25.81%) Big Data
3 16 (25.81%) HBase
4 3 (4.84%) Amazon DynamoDB
5 2 (3.23%) Apache Cassandra
5 2 (3.23%) Hadoop
5 2 (3.23%) SQL Server
Development Applications
1 18 (29.03%) Git (software)
2 10 (16.13%) Jenkins
3 6 (9.68%) Maven
4 2 (3.23%) JIRA
4 2 (3.23%) webpack
5 1 (1.61%) CircleCI
5 1 (1.61%) GitLab
General
1 22 (35.48%) Telecoms
2 4 (6.45%) Marketing
3 3 (4.84%) Finance
4 2 (3.23%) Games
4 2 (3.23%) Mandarin Language
5 1 (1.61%) Law
5 1 (1.61%) Pharmaceutical
5 1 (1.61%) Retail
Job Titles
1 20 (32.26%) Developer
2 16 (25.81%) Java Developer
3 10 (16.13%) Software Engineer
4 9 (14.52%) Integration Engineer
4 9 (14.52%) Software Integration Engineer
4 9 (14.52%) Software Test Engineer
4 9 (14.52%) Test and Integration Engineer
4 9 (14.52%) Test Automation Engineer
4 9 (14.52%) Test Engineer
5 6 (9.68%) AWS Developer
5 6 (9.68%) Cloud Developer
5 6 (9.68%) Python Developer
6 5 (8.06%) AWS Engineer
6 5 (8.06%) Cloud Engineer
6 5 (8.06%) Design Engineer
6 5 (8.06%) Mobile Engineer
6 5 (8.06%) Support Engineer
6 5 (8.06%) Systems Support Engineer
7 4 (6.45%) Senior Design Engineer
7 4 (6.45%) Team Leader
Libraries, Frameworks & Software Standards
1 16 (25.81%) JSON
2 9 (14.52%) AngularJS
2 9 (14.52%) Web Services
3 7 (11.29%) React
4 5 (8.06%) Django
5 4 (6.45%) CSS
5 4 (6.45%) HTML
5 4 (6.45%) MXNet
5 4 (6.45%) TensorFlow
5 4 (6.45%) Torch
6 2 (3.23%) CSS3
6 2 (3.23%) HTML5
6 2 (3.23%) LESS
6 2 (3.23%) Node.js
6 2 (3.23%) OpenCL
6 2 (3.23%) OpenGL
6 2 (3.23%) Redux
6 2 (3.23%) RESTful
6 2 (3.23%) Sass
6 2 (3.23%) Vulkan
Miscellaneous
1 19 (30.65%) Algorithms
2 18 (29.03%) Computer Science
3 16 (25.81%) Data Structures
4 9 (14.52%) Enterprise Software
5 7 (11.29%) Internet of Things
6 3 (4.84%) Java Card
7 2 (3.23%) Mobile App
7 2 (3.23%) Mobile Payment
8 1 (1.61%) ASIC
8 1 (1.61%) Blackberry
8 1 (1.61%) Management Information System
8 1 (1.61%) PKI
8 1 (1.61%) Smartphone
8 1 (1.61%) Verilog
8 1 (1.61%) Video\Live Streaming
Operating Systems
1 3 (4.84%) Linux
2 2 (3.23%) Windows
3 1 (1.61%) Unix
Processes & Methodologies
1 25 (40.32%) OOP
2 22 (35.48%) Customer-Centricity
3 12 (19.35%) Scrum
4 11 (17.74%) Machine Learning
4 11 (17.74%) Test Automation
5 10 (16.13%) Artificial Intelligence
5 10 (16.13%) Continuous Integration
5 10 (16.13%) Software Engineering
6 8 (12.90%) IC Design
6 8 (12.90%) OO
7 4 (6.45%) Agile Software Development
7 4 (6.45%) CAD
7 4 (6.45%) Deep Learning
7 4 (6.45%) Image Processing
7 4 (6.45%) Network Design
7 4 (6.45%) Project Management
7 4 (6.45%) Root Cause Analysis
7 4 (6.45%) Signal Processing
7 4 (6.45%) Speech Recognition
7 4 (6.45%) Validation
Programming Languages
1 33 (53.23%) Python
2 28 (45.16%) Java
3 11 (17.74%) C#
4 10 (16.13%) C++
4 10 (16.13%) JavaScript
5 3 (4.84%) SQL
6 2 (3.23%) Bash Shell
7 1 (1.61%) C
7 1 (1.61%) Clojure
7 1 (1.61%) Erlang
7 1 (1.61%) Go
7 1 (1.61%) Ruby
Qualifications
1 19 (30.65%) Degree
2 7 (11.29%) Computer Science Degree
3 3 (4.84%) PhD
Quality Assurance & Compliance
1 2 (3.23%) QA
System Software
1 17 (27.42%) Docker
2 1 (1.61%) Apache ZooKeeper
Systems Management
1 1 (1.61%) Ansible
1 1 (1.61%) Consul
1 1 (1.61%) Docker Swarm
1 1 (1.61%) Kubernetes
1 1 (1.61%) logstash
1 1 (1.61%) Opscode Chef
1 1 (1.61%) Prometheus
1 1 (1.61%) Puppet
1 1 (1.61%) Terraform
Vendors
1 4 (6.45%) Microsoft
2 1 (1.61%) Google
2 1 (1.61%) SaltStack
2 1 (1.61%) Samsung