Period
to 20 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Artificial Intelligence skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Artificial Intelligence over the 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
East of England > Cambridgeshire
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 59 155 -
Rank change year-on-year +96 - -
Permanent jobs citing Artificial Intelligence 207 25 0
As % of all permanent IT jobs advertised in Cambridgeshire 4.92% 0.73% -
As % of the Processes & Methodologies category 5.33% 0.83% -
Number of salaries quoted 177 21 0
Cambridgeshire median annual salary £62,500 £70,000 -
Median salary % change year-on-year -10.71% - -
East of England median annual salary £60,000 £67,500 £21,500
% change year-on-year -11.11% +213.95% -57.00%

Artificial Intelligence is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 3883 3027 3642
As % of all permanent IT jobs advertised in Cambridgeshire 92.23% 88.07% 88.12%
Number of salaries quoted 2970 2488 3146
Cambridgeshire median annual salary £47,500 £45,000 £45,000
Median salary % change year-on-year +5.56% - +5.88%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £71,250 £66,250 £65,000
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - +3.45%

Artificial Intelligence
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Artificial Intelligence in Cambridgeshire

Artificial Intelligence
Salary Trend in Cambridgeshire

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

Salary trend for Artificial Intelligence in Cambridgeshire

Artificial Intelligence
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Artificial Intelligence in Cambridgeshire over the 6 months to 20 November 2017.

Salary histogram for Artificial Intelligence in Cambridgeshire

Artificial Intelligence
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the Cambridgeshire region over the 6 months to 20 November 2017. 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 +82 206 £62,500 -10.71% 17
Artificial Intelligence
East of England

For the 6 months to 20 November 2017, IT jobs citing Artificial Intelligence 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 Cambridgeshire region with a requirement for Artificial Intelligence.

1 178 (85.99%) Machine Learning
2 167 (80.68%) Python
3 129 (62.32%) C++
4 121 (58.45%) Java
5 118 (57.00%) PhD
6 108 (52.17%) Software Engineering
6 108 (52.17%) Mathematics
7 100 (48.31%) C#
8 93 (44.93%) Computer Science
9 86 (41.55%) Physics
10 84 (40.58%) Algorithms
11 75 (36.23%) C
12 68 (32.85%) MATLAB
13 45 (21.74%) Statistics
13 45 (21.74%) Smart City
13 45 (21.74%) Smart City Simulations
14 44 (21.26%) Distributed Algorithms
14 44 (21.26%) Multithreading
15 42 (20.29%) Linux
16 39 (18.84%) Economics
16 39 (18.84%) Neural Network
16 39 (18.84%) Deep Learning
16 39 (18.84%) Julia
16 39 (18.84%) Reinforcement Learning
17 35 (16.91%) Degree
17 35 (16.91%) Finance
18 33 (15.94%) Probabilistic Modelling
19 31 (14.98%) Bayesian Methods
20 30 (14.49%) Open Source
21 29 (14.01%) SDLC

Artificial Intelligence
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 1 (0.48%) Apache Spark
1 1 (0.48%) Ethereum
Cloud Services
1 11 (5.31%) Amazon AWS
2 6 (2.90%) Cloud Computing
3 1 (0.48%) Cortana Intelligence Suite
3 1 (0.48%) GitHub
3 1 (0.48%) SaaS
Communications & Networking
1 24 (11.59%) TCP/IP
2 6 (2.90%) SMS
3 5 (2.42%) Network Security
4 2 (0.97%) DHCP
4 2 (0.97%) DNS
5 1 (0.48%) Internet
5 1 (0.48%) OpenVPN
5 1 (0.48%) Skype
Database & Business Intelligence
1 21 (10.14%) Big Data
2 2 (0.97%) MySQL
3 1 (0.48%) Blockchain
3 1 (0.48%) Hadoop
Development Applications
1 8 (3.86%) Jenkins
1 8 (3.86%) JIRA
2 7 (3.38%) Cucumber
2 7 (3.38%) Selenium
3 2 (0.97%) Git (software)
4 1 (0.48%) GitLab
4 1 (0.48%) GoCD
General
1 35 (16.91%) Finance
2 7 (3.38%) Games
3 1 (0.48%) Advertising
3 1 (0.48%) Retail
Job Titles
1 78 (37.68%) Software Engineer
2 70 (33.82%) Developer
3 55 (26.57%) Software Developer
4 41 (19.81%) C++ Developer
5 31 (14.98%) C++ Software Developer
6 30 (14.49%) Developer/Software Engineer
7 27 (13.04%) C++ Software Engineer
8 22 (10.63%) Machine Learning Researcher
9 20 (9.66%) Graduate
10 19 (9.18%) Web Engineer
11 18 (8.70%) Research Engineer
12 16 (7.73%) Data Scientist
12 16 (7.73%) Machine Learning Engineer
13 15 (7.25%) DevOps Engineer
13 15 (7.25%) Python Software Engineer
14 14 (6.76%) Machine Learning Scientist
15 10 (4.83%) Machine Learning Developer
16 9 (4.35%) Graduate Developer
16 9 (4.35%) Mathematical Developer
17 8 (3.86%) Graduate C++ Developer
Libraries, Frameworks & Software Standards
1 24 (11.59%) TensorFlow
2 18 (8.70%) CSS
2 18 (8.70%) HTML
2 18 (8.70%) jQuery
2 18 (8.70%) Node.js
3 17 (8.21%) Backbone.js
3 17 (8.21%) D3.js
4 11 (5.31%) .NET
5 9 (4.35%) ASP.NET
6 5 (2.42%) STL
7 4 (1.93%) Keras
7 4 (1.93%) OpenCV
7 4 (1.93%) Velocity
8 2 (0.97%) Natural Language Processing
9 1 (0.48%) .NET Framework
9 1 (0.48%) LAMP
9 1 (0.48%) RESTful
9 1 (0.48%) Smart Contracts
9 1 (0.48%) Web Services
Miscellaneous
1 93 (44.93%) Computer Science
2 84 (40.58%) Algorithms
3 45 (21.74%) Smart City
4 20 (9.66%) User Experience
5 11 (5.31%) Robotics
6 9 (4.35%) 3D Graphics
7 5 (2.42%) Cyberthreat
7 5 (2.42%) Enterprise Software
8 4 (1.93%) Animation
9 3 (1.45%) Data Structures
10 2 (0.97%) Greenfield Project
10 2 (0.97%) HoloLens
10 2 (0.97%) Kinect
11 1 (0.48%) Data Centre
11 1 (0.48%) Hedge funds
11 1 (0.48%) Online Games
11 1 (0.48%) Smartphone
11 1 (0.48%) Video\Live Streaming
11 1 (0.48%) Xbox
Operating Systems
1 42 (20.29%) Linux
2 29 (14.01%) Windows
3 7 (3.38%) Unix
4 5 (2.42%) CentOS
4 5 (2.42%) Mac OS
4 5 (2.42%) Red Hat Enterprise Linux
5 3 (1.45%) Android
6 1 (0.48%) Debian
6 1 (0.48%) Ubuntu
Processes & Methodologies
1 178 (85.99%) Machine Learning
2 108 (52.17%) Mathematics
2 108 (52.17%) Software Engineering
3 86 (41.55%) Physics
4 45 (21.74%) Smart City Simulations
4 45 (21.74%) Statistics
5 44 (21.26%) Distributed Algorithms
5 44 (21.26%) Multithreading
6 39 (18.84%) Deep Learning
6 39 (18.84%) Economics
6 39 (18.84%) Neural Network
6 39 (18.84%) Reinforcement Learning
7 33 (15.94%) Probabilistic Modelling
8 31 (14.98%) Bayesian Methods
9 30 (14.49%) Open Source
10 29 (14.01%) SDLC
11 16 (7.73%) Creative Thinking
11 16 (7.73%) DevOps
11 16 (7.73%) Probability Theory
11 16 (7.73%) Quantitative Research
Programming Languages
1 167 (80.68%) Python
2 129 (62.32%) C++
3 121 (58.45%) Java
4 100 (48.31%) C#
5 75 (36.23%) C
6 68 (32.85%) MATLAB
7 39 (18.84%) Julia
8 27 (13.04%) SQL
9 23 (11.11%) R
10 21 (10.14%) JavaScript
11 12 (5.80%) Perl
12 7 (3.38%) Ruby
13 6 (2.90%) Bash Shell
14 2 (0.97%) PHP
15 1 (0.48%) Scala
Qualifications
1 118 (57.00%) PhD
2 35 (16.91%) Degree
3 20 (9.66%) Computer Science Degree
4 1 (0.48%) Numerate Degree
System Software
1 9 (4.35%) Docker
2 5 (2.42%) Hyper-V
3 1 (0.48%) NFS
Systems Management
1 8 (3.86%) Opscode Chef
2 6 (2.90%) Puppet
2 6 (2.90%) Salt
3 5 (2.42%) Ansible
3 5 (2.42%) Grafana
3 5 (2.42%) Munin
3 5 (2.42%) ZABBIX
4 2 (0.97%) Kubernetes
Vendors
1 5 (2.42%) Cisco
1 5 (2.42%) Microsoft
1 5 (2.42%) VMware
2 1 (0.48%) Plumtree