Period
to 17 January 2019

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 17 January 2019 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
East of England > Cambridgeshire
6 months to
17 Jan 2019
Same period 2018 Same period 2017
Rank 32 40 124
Rank change year-on-year +8 +84 +63
Permanent jobs citing Artificial Intelligence 241 283 51
As % of all permanent IT jobs advertised in Cambridgeshire 7.75% 6.73% 1.54%
As % of the Processes & Methodologies category 8.39% 7.17% 1.71%
Number of salaries quoted 160 227 45
Cambridgeshire median annual salary £60,000 £60,000 £65,000
Median salary % change year-on-year - -7.69% -
10th Percentile £34,125 £30,000 £26,250
90th Percentile £83,750 £85,000 £77,500
East of England median annual salary £60,000 £60,000 £70,000
% change year-on-year - -14.29% +14.29%

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 2,871 3,946 2,989
As % of all permanent IT jobs advertised in Cambridgeshire 92.37% 93.80% 90.06%
Number of salaries quoted 2,025 2,946 2,481
Cambridgeshire median annual salary £47,773 £48,000 £45,000
Median salary % change year-on-year -0.47% +6.67% +2.86%
10th Percentile £28,250 £28,750 £26,250
90th Percentile £71,250 £70,000 £63,750
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

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 17 January 2019.

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 17 January 2019. 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 +15 235 £60,000 - 54
Peterborough -39 1 £60,000 -22.58%
Artificial Intelligence
East of England

For the 6 months to 17 January 2019, IT jobs citing Artificial Intelligence 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 Cambridgeshire region with a requirement for Artificial Intelligence.

1 206 (85.48%) Machine Learning
2 116 (48.13%) Python
3 102 (42.32%) Linux
4 100 (41.49%) Java
5 85 (35.27%) C++
6 65 (26.97%) Mathematics
7 63 (26.14%) Software Engineering
8 59 (24.48%) C
9 54 (22.41%) PhD
10 49 (20.33%) Multithreading
10 49 (20.33%) Reinforcement Learning
11 48 (19.92%) Big Data
12 46 (19.09%) Algorithms
13 45 (18.67%) Finance
13 45 (18.67%) Degree
13 45 (18.67%) Deep Learning
14 44 (18.26%) Computer Science
15 43 (17.84%) Agile Software Development
16 42 (17.43%) C#
16 42 (17.43%) Amazon AWS
17 40 (16.60%) Natural Language Processing
18 34 (14.11%) Bayesian Methods
19 33 (13.69%) TensorFlow
20 32 (13.28%) Distributed Algorithms
21 31 (12.86%) Fintech
22 30 (12.45%) DevOps
23 28 (11.62%) WebEx
24 26 (10.79%) Biology
24 26 (10.79%) Computational Linguistics
24 26 (10.79%) Computational Biology

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 6 (2.49%) Elasticsearch
2 5 (2.07%) Apache Spark
3 4 (1.66%) Apache
3 4 (1.66%) nginx
4 2 (0.83%) MS Exchange
4 2 (0.83%) MS Project Server
4 2 (0.83%) SharePoint
5 1 (0.41%) JBoss
Applications
1 22 (9.13%) Microsoft PowerPoint
2 6 (2.49%) RoboHelp
3 2 (0.83%) Microsoft Project
4 1 (0.41%) Weka
Business Applications
1 4 (1.66%) Dynamics AX
1 4 (1.66%) NetSuite
Cloud Services
1 42 (17.43%) Amazon AWS
2 20 (8.30%) Microsoft Azure
3 15 (6.22%) Cloud Computing
4 7 (2.90%) Google Cloud Platform
5 5 (2.07%) SaaS
6 2 (0.83%) GitHub
Communications & Networking
1 28 (11.62%) WebEx
2 6 (2.49%) Firewall
3 1 (0.41%) DHCP
3 1 (0.41%) DNS
3 1 (0.41%) TCP/IP
3 1 (0.41%) Wireless
Database & Business Intelligence
1 48 (19.92%) Big Data
2 16 (6.64%) Blockchain
3 12 (4.98%) NoSQL
4 7 (2.90%) MySQL
5 5 (2.07%) Relational Database
5 5 (2.07%) SQL Server
6 4 (1.66%) Data Warehouse
6 4 (1.66%) Hadoop
6 4 (1.66%) PostgreSQL
6 4 (1.66%) Power BI
6 4 (1.66%) SQL Server 2012
6 4 (1.66%) SQL Server 2016
6 4 (1.66%) SQL Server Analysis Services
6 4 (1.66%) SQL Server Integration Services
6 4 (1.66%) SQL Server Reporting Services
7 3 (1.24%) MongoDB
7 3 (1.24%) Neo4j
8 1 (0.41%) Apache Cassandra
8 1 (0.41%) Data Lake
8 1 (0.41%) HDInsight
Development Applications
1 16 (6.64%) Git (software)
1 16 (6.64%) Jenkins
2 7 (2.90%) JMeter
3 6 (2.49%) SoapUI
4 5 (2.07%) Selenium
5 3 (1.24%) Eclipse
5 3 (1.24%) JIRA
5 3 (1.24%) Maven
6 1 (0.41%) Clang
6 1 (0.41%) CMake
6 1 (0.41%) GCC
6 1 (0.41%) Gradle
6 1 (0.41%) JUnit
6 1 (0.41%) Protractor
6 1 (0.41%) Travis CI
General
1 45 (18.67%) Finance
2 20 (8.30%) Games
3 16 (6.64%) Publishing
4 6 (2.49%) Manufacturing
5 4 (1.66%) Law
6 3 (1.24%) Banking
6 3 (1.24%) Legal
6 3 (1.24%) Spanish Language
7 2 (0.83%) Electronics
8 1 (0.41%) Advertising
8 1 (0.41%) Automotive
8 1 (0.41%) Retail
8 1 (0.41%) Social Science
8 1 (0.41%) Telecoms
Job Titles
1 70 (29.05%) Developer
2 46 (19.09%) Software Engineer
3 28 (11.62%) Technical Trainer
3 28 (11.62%) Trainer
4 26 (10.79%) Software Developer
5 24 (9.96%) Graduate
5 24 (9.96%) Machine Learning Engineer
6 22 (9.13%) Developer/Software Engineer
7 20 (8.30%) Linux Engineer
8 18 (7.47%) C++ Developer
8 18 (7.47%) Python Engineer
9 17 (7.05%) DevOps Engineer
10 14 (5.81%) Python Developer
11 12 (4.98%) Analyst
12 11 (4.56%) Linux Scripter
12 11 (4.56%) Research Engineer
13 10 (4.15%) Programmer
14 9 (3.73%) Cloud Engineer
14 9 (3.73%) Python Software Engineer
14 9 (3.73%) Test Engineer
Libraries, Frameworks & Software Standards
1 40 (16.60%) Natural Language Processing
2 33 (13.69%) TensorFlow
3 17 (7.05%) STL
4 15 (6.22%) React
5 14 (5.81%) AngularJS
6 12 (4.98%) SOAP
6 12 (4.98%) Web Services
7 10 (4.15%) CSS
7 10 (4.15%) HTML
8 9 (3.73%) Node.js
8 9 (3.73%) REST
9 6 (2.49%) Caffe
9 6 (2.49%) Django
9 6 (2.49%) Keras
9 6 (2.49%) OpenCV
9 6 (2.49%) Vue.js
10 4 (1.66%) Kafka
10 4 (1.66%) RESTful
11 3 (1.24%) Hibernate
11 3 (1.24%) HTML5
Miscellaneous
1 46 (19.09%) Algorithms
2 31 (12.86%) Fintech
3 23 (9.54%) Analytical Skills
4 22 (9.13%) Smart City
5 18 (7.47%) Robotics
6 9 (3.73%) Enterprise Software
7 7 (2.90%) Greenfield Project
7 7 (2.90%) Linux Command Line
8 6 (2.49%) Analytical Mindset
8 6 (2.49%) Grid Computing
9 3 (1.24%) Life Science
9 3 (1.24%) Management Information System
10 1 (0.41%) 3D Graphics
10 1 (0.41%) CUDA
10 1 (0.41%) Embedded Systems
10 1 (0.41%) Self-Motivation
Operating Systems
1 102 (42.32%) Linux
2 5 (2.07%) Embedded Linux
2 5 (2.07%) Windows
3 3 (1.24%) Mac OS
3 3 (1.24%) Unix
4 2 (0.83%) CoreOS
4 2 (0.83%) Ubuntu
5 1 (0.41%) Android
Processes & Methodologies
1 206 (85.48%) Machine Learning
2 65 (26.97%) Mathematics
3 63 (26.14%) Software Engineering
4 49 (20.33%) Multithreading
4 49 (20.33%) Reinforcement Learning
5 45 (18.67%) Deep Learning
6 44 (18.26%) Computer Science
7 43 (17.84%) Agile Software Development
8 34 (14.11%) Bayesian Methods
9 32 (13.28%) Distributed Algorithms
10 30 (12.45%) DevOps
11 26 (10.79%) Biology
11 26 (10.79%) Computational Biology
11 26 (10.79%) Computational Linguistics
11 26 (10.79%) Probabilistic Modelling
12 23 (9.54%) Decision-Making
12 23 (9.54%) Markov Model
13 19 (7.88%) Neural Network
14 17 (7.05%) Continuous Integration
14 17 (7.05%) Physics
Programming Languages
1 116 (48.13%) Python
2 100 (41.49%) Java
3 85 (35.27%) C++
4 59 (24.48%) C
5 42 (17.43%) C#
6 21 (8.71%) SQL
7 20 (8.30%) JavaScript
8 9 (3.73%) Bash Shell
9 8 (3.32%) Julia
10 6 (2.49%) Rust
10 6 (2.49%) Scala
11 5 (2.07%) Kotlin
11 5 (2.07%) PHP
11 5 (2.07%) R
12 2 (0.83%) PowerShell
12 2 (0.83%) TypeScript
13 1 (0.41%) Ruby
Qualifications
1 54 (22.41%) PhD
2 45 (18.67%) Degree
3 26 (10.79%) MPhil
4 17 (7.05%) Computer Science Degree
5 6 (2.49%) Numerate Degree
6 4 (1.66%) Microsoft Certification
7 2 (0.83%) Master's Degree
7 2 (0.83%) PMP
8 1 (0.41%) CCNA
8 1 (0.41%) CCNP
8 1 (0.41%) Cisco Certification
Quality Assurance & Compliance
1 19 (7.88%) QA
System Software
1 19 (7.88%) Virtual Machines
2 17 (7.05%) Docker
3 2 (0.83%) Active Directory
Systems Management
1 25 (10.37%) Ansible
2 18 (7.47%) Puppet
3 12 (4.98%) Kubernetes
4 11 (4.56%) Opscode Chef
5 6 (2.49%) Docker Swarm
5 6 (2.49%) Prometheus
6 3 (1.24%) Terraform
Vendors
1 14 (5.81%) Microsoft
2 10 (4.15%) Cisco
3 9 (3.73%) HP
3 9 (3.73%) Juniper
4 8 (3.32%) Google
5 6 (2.49%) Splunk
6 4 (1.66%) JD Edwards
7 2 (0.83%) Oracle
8 1 (0.41%) Apple
8 1 (0.41%) Tableau