Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Guildford 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
Surrey > Guildford
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 73 90 84
Rank change year-on-year +17 -6 +28
Permanent jobs citing Artificial Intelligence 18 3 5
As % of all permanent IT jobs advertised in Guildford 2.16% 0.36% 0.60%
As % of the Processes & Methodologies category 2.45% 0.40% 0.68%
Number of salaries quoted 12 3 3
Guildford median annual salary £60,000 £52,500 £60,000
Median salary % change year-on-year +14.29% -12.50% +26.32%
10th Percentile £42,125 £51,250 £46,500
90th Percentile £76,750 £53,750 £69,500
Surrey median annual salary £60,000 £40,000 £60,000
% change year-on-year +50.00% -33.33% +50.00%

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 Guildford with a requirement for process or methodology skills.

All Process and Methodology Skills
Guildford
Permanent vacancies with a requirement for process or methodology skills 736 751 736
As % of all permanent IT jobs advertised in Guildford 88.25% 89.62% 88.04%
Number of salaries quoted 611 669 664
Guildford median annual salary £42,500 £44,000 £47,500
Median salary % change year-on-year -3.41% -7.37% +5.56%
10th Percentile £25,500 £26,750 £30,000
90th Percentile £72,500 £67,500 £68,750
Surrey median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Artificial Intelligence
Job Vacancy Trend in Guildford

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

Job vacancy trend for Artificial Intelligence in Guildford

Artificial Intelligence
Salary Trend in Guildford

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

Salary trend for Artificial Intelligence in Guildford

Artificial Intelligence
Salary Histogram in Guildford

The salary distribution of IT jobs citing Artificial Intelligence in Guildford over the 6 months to 15 November 2018.

Salary histogram for Artificial Intelligence in Guildford

For the 6 months to 15 November 2018, 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 Guildford region with a requirement for Artificial Intelligence.

1 17 (94.44%) Machine Learning
2 13 (72.22%) Degree
3 11 (61.11%) C++
4 10 (55.56%) Linux
4 10 (55.56%) Python
4 10 (55.56%) Neural Network
4 10 (55.56%) TensorFlow
5 7 (38.89%) Natural Language Processing
5 7 (38.89%) Computer Science
5 7 (38.89%) Computer Science Degree
6 6 (33.33%) Customer-Centricity
6 6 (33.33%) Caffe
6 6 (33.33%) Use Case
6 6 (33.33%) Video Processing
6 6 (33.33%) Enterprise Software
6 6 (33.33%) Data Transformation
6 6 (33.33%) Deep Learning
6 6 (33.33%) Algorithms
6 6 (33.33%) Xceptor
6 6 (33.33%) Convolutional Neural Network
6 6 (33.33%) Computer Vision
6 6 (33.33%) Keras
6 6 (33.33%) Digital Transformation Programme
6 6 (33.33%) Master's Degree
6 6 (33.33%) Software Engineering
6 6 (33.33%) Windows
6 6 (33.33%) Finance
6 6 (33.33%) Law
6 6 (33.33%) PhD
7 5 (27.78%) Games

Artificial Intelligence
Co-occurring IT Skills in Guildford 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 4 (22.22%) Apache Spark
1 4 (22.22%) Jupyter
Cloud Services
1 4 (22.22%) Amazon AWS
1 4 (22.22%) Amazon ELB
1 4 (22.22%) Amazon S3
1 4 (22.22%) GitHub
1 4 (22.22%) Slack
Database & Business Intelligence
1 4 (22.22%) Amazon RDS
Development Applications
1 4 (22.22%) Jenkins
General
1 6 (33.33%) Finance
1 6 (33.33%) Law
2 5 (27.78%) Games
Job Titles
1 10 (55.56%) Developer
2 6 (33.33%) Machine Learning Developer
2 6 (33.33%) Senior Software Engineer
2 6 (33.33%) Software Engineer
3 4 (22.22%) Software Developer
4 3 (16.67%) Python Developer
5 1 (5.56%) Architect
5 1 (5.56%) C++ Games Programmer
5 1 (5.56%) C++ Programmer
5 1 (5.56%) Games Programmer
5 1 (5.56%) Junior
5 1 (5.56%) Junior C++ Programmer
5 1 (5.56%) Junior Games Programmer
5 1 (5.56%) Junior Programmer
5 1 (5.56%) Programmer
5 1 (5.56%) Senior Architect
5 1 (5.56%) Senior Developer
5 1 (5.56%) Senior Software Architect
5 1 (5.56%) Senior Software Developer
5 1 (5.56%) Software Architect
Libraries, Frameworks & Software Standards
1 10 (55.56%) TensorFlow
2 7 (38.89%) Natural Language Processing
3 6 (33.33%) Caffe
3 6 (33.33%) Keras
4 4 (22.22%) AngularJS
4 4 (22.22%) Celery
4 4 (22.22%) Django
4 4 (22.22%) RabbitMQ
4 4 (22.22%) REST
5 1 (5.56%) HiveMind
5 1 (5.56%) Middleware
5 1 (5.56%) Unity (Game Engine)
5 1 (5.56%) Unreal Engine
Miscellaneous
1 7 (38.89%) Computer Science
2 6 (33.33%) Algorithms
2 6 (33.33%) Enterprise Software
3 4 (22.22%) Mobile App
4 1 (5.56%) Animation
Operating Systems
1 10 (55.56%) Linux
2 6 (33.33%) Windows
3 4 (22.22%) Ubuntu
Processes & Methodologies
1 17 (94.44%) Machine Learning
2 10 (55.56%) Neural Network
3 6 (33.33%) Computer Vision
3 6 (33.33%) Convolutional Neural Network
3 6 (33.33%) Customer-Centricity
3 6 (33.33%) Data Transformation
3 6 (33.33%) Deep Learning
3 6 (33.33%) Digital Transformation Programme
3 6 (33.33%) Software Engineering
3 6 (33.33%) Use Case
3 6 (33.33%) Video Processing
4 4 (22.22%) Agile Software Development
4 4 (22.22%) Data Analysis
4 4 (22.22%) Scrum
5 1 (5.56%) Mathematics
5 1 (5.56%) Rapid Prototyping
Programming Languages
1 11 (61.11%) C++
2 10 (55.56%) Python
3 4 (22.22%) Java
3 4 (22.22%) PHP
3 4 (22.22%) R
3 4 (22.22%) Ruby
Qualifications
1 13 (72.22%) Degree
2 7 (38.89%) Computer Science Degree
3 6 (33.33%) Master's Degree
3 6 (33.33%) PhD
System Software
1 4 (22.22%) Docker
Vendors
1 6 (33.33%) Xceptor