Period
to 17 December 2017

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 December 2017 with a comparison to the same period in the previous 2 years.

Cloud Computing
Cambridgeshire > Cambridge
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 122 112 100
Rank change year-on-year -10 -12 +18
Permanent jobs citing Cloud Computing 59 36 66
As % of all permanent IT jobs advertised in Cambridge 1.85% 1.56% 2.28%
As % of the Cloud Services category 13.11% 14.12% 24.09%
Number of salaries quoted 27 30 42
Cambridge median annual salary £50,000 £47,500 £40,000
Median salary % change year-on-year +5.26% +18.75% -15.79%
10th Percentile £37,500 £26,250 £31,250
90th Percentile £65,000 £62,500 £57,500
Cambridgeshire median annual salary £50,000 £45,250 £41,500
% change year-on-year +10.50% +9.04% -12.63%

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 450 255 274
As % of all permanent IT jobs advertised in Cambridge 14.14% 11.08% 9.47%
Number of salaries quoted 327 211 219
Cambridge median annual salary £50,000 £45,000 £43,000
Median salary % change year-on-year +11.11% +4.65% +7.50%
10th Percentile £32,000 £26,250 £30,400
90th Percentile £71,250 £65,000 £65,500
Cambridgeshire median annual salary £50,000 £45,000 £43,000
% change year-on-year +11.11% +4.65% +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 December 2017.

Salary histogram for Cloud Computing in Cambridge

For the 6 months to 17 December 2017, 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 31 (52.54%) Python
2 26 (44.07%) Java
3 24 (40.68%) OOP
4 23 (38.98%) Amazon AWS
5 22 (37.29%) Degree
6 21 (35.59%) Telecoms
6 21 (35.59%) Customer-Centricity
7 19 (32.20%) Git (software)
7 19 (32.20%) MongoDB
7 19 (32.20%) NoSQL
8 18 (30.51%) Computer Science
9 17 (28.81%) JSON
9 17 (28.81%) HBase
9 17 (28.81%) Microsoft Azure
9 17 (28.81%) Big Data
9 17 (28.81%) Elasticsearch
9 17 (28.81%) Docker
9 17 (28.81%) Data Structures
10 15 (25.42%) Algorithms
11 12 (20.34%) OO
12 11 (18.64%) Internet
13 10 (16.95%) Maven
13 10 (16.95%) Internet of Things
13 10 (16.95%) Computer Science Degree
14 9 (15.25%) Test Automation
14 9 (15.25%) AngularJS
14 9 (15.25%) Machine Learning
14 9 (15.25%) JavaScript
14 9 (15.25%) C#
14 9 (15.25%) Web Services

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 17 (28.81%) Elasticsearch
Applications
1 4 (6.78%) Microsoft Office
2 2 (3.39%) Microsoft Excel
2 2 (3.39%) Microsoft PowerPoint
Cloud Services
1 23 (38.98%) Amazon AWS
2 17 (28.81%) Microsoft Azure
3 5 (8.47%) Virtual Private Cloud
4 2 (3.39%) SaaS
5 1 (1.69%) Google Play
Communications & Networking
1 11 (18.64%) Internet
2 5 (8.47%) DNS
2 5 (8.47%) Remote Desktop
3 2 (3.39%) Wireless
Database & Business Intelligence
1 19 (32.20%) MongoDB
1 19 (32.20%) NoSQL
2 17 (28.81%) Big Data
2 17 (28.81%) HBase
3 2 (3.39%) Amazon DynamoDB
3 2 (3.39%) Apache Cassandra
3 2 (3.39%) Hadoop
3 2 (3.39%) SQL Server
Development Applications
1 19 (32.20%) Git (software)
2 10 (16.95%) Maven
3 7 (11.86%) Jenkins
4 2 (3.39%) JIRA
4 2 (3.39%) webpack
General
1 21 (35.59%) Telecoms
2 4 (6.78%) Marketing
3 2 (3.39%) Finance
3 2 (3.39%) Games
3 2 (3.39%) Mandarin Language
4 1 (1.69%) Law
4 1 (1.69%) Retail
Job Titles
1 21 (35.59%) Developer
2 17 (28.81%) Java Developer
3 8 (13.56%) Software Engineer
4 7 (11.86%) Integration Engineer
4 7 (11.86%) Software Integration Engineer
4 7 (11.86%) Software Test Engineer
4 7 (11.86%) Test and Integration Engineer
4 7 (11.86%) Test Automation Engineer
4 7 (11.86%) Test Engineer
5 6 (10.17%) AWS Developer
6 5 (8.47%) AWS Engineer
6 5 (8.47%) Cloud Engineer
6 5 (8.47%) Design Engineer
6 5 (8.47%) Graduate
6 5 (8.47%) Graduate Developer
6 5 (8.47%) Graduate Java Developer
6 5 (8.47%) Support Engineer
6 5 (8.47%) Systems Support Engineer
7 4 (6.78%) Senior Analogue Design Engineer
7 4 (6.78%) Team Leader
Libraries, Frameworks & Software Standards
1 17 (28.81%) JSON
2 9 (15.25%) AngularJS
2 9 (15.25%) Web Services
3 7 (11.86%) React
4 5 (8.47%) Django
5 4 (6.78%) CSS
5 4 (6.78%) HTML
5 4 (6.78%) MXNet
5 4 (6.78%) TensorFlow
5 4 (6.78%) Torch
6 2 (3.39%) CSS3
6 2 (3.39%) HTML5
6 2 (3.39%) LESS
6 2 (3.39%) Node.js
6 2 (3.39%) OpenCL
6 2 (3.39%) OpenGL
6 2 (3.39%) Redux
6 2 (3.39%) RESTful
6 2 (3.39%) Sass
6 2 (3.39%) Vulkan
Miscellaneous
1 18 (30.51%) Computer Science
2 17 (28.81%) Data Structures
3 15 (25.42%) Algorithms
4 10 (16.95%) Internet of Things
5 7 (11.86%) Enterprise Software
6 2 (3.39%) Java Card
6 2 (3.39%) Mobile App
6 2 (3.39%) Mobile Payment
7 1 (1.69%) ASIC
7 1 (1.69%) Blackberry
7 1 (1.69%) Management Information System
7 1 (1.69%) Smartphone
7 1 (1.69%) Verilog
7 1 (1.69%) Video\Live Streaming
Operating Systems
1 2 (3.39%) Linux
1 2 (3.39%) Windows
Processes & Methodologies
1 24 (40.68%) OOP
2 21 (35.59%) Customer-Centricity
3 12 (20.34%) OO
4 9 (15.25%) Machine Learning
4 9 (15.25%) Scrum
4 9 (15.25%) Test Automation
5 8 (13.56%) Artificial Intelligence
5 8 (13.56%) IC Design
5 8 (13.56%) Software Engineering
6 7 (11.86%) Continuous Integration
7 4 (6.78%) CAD
7 4 (6.78%) Deep Learning
7 4 (6.78%) Image Processing
7 4 (6.78%) Network Design
7 4 (6.78%) Project Management
7 4 (6.78%) Root Cause Analysis
7 4 (6.78%) Signal Processing
7 4 (6.78%) Speech Recognition
7 4 (6.78%) Validation
8 3 (5.08%) Agile Software Development
Programming Languages
1 31 (52.54%) Python
2 26 (44.07%) Java
3 9 (15.25%) C#
3 9 (15.25%) JavaScript
4 8 (13.56%) C++
5 3 (5.08%) SQL
6 2 (3.39%) Bash Shell
7 1 (1.69%) C
Qualifications
1 22 (37.29%) Degree
2 10 (16.95%) Computer Science Degree
3 2 (3.39%) PhD
Quality Assurance & Compliance
1 2 (3.39%) QA
System Software
1 17 (28.81%) Docker
Vendors
1 4 (6.78%) Microsoft
2 1 (1.69%) Google
2 1 (1.69%) Samsung