Period
to 23 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Surrey 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 23 October 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
South East > Surrey
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 192 248 259
Rank change year-on-year +56 +11 +47
Permanent jobs citing Artificial Intelligence 46 17 23
As % of all permanent IT jobs advertised in Surrey 0.91% 0.29% 0.34%
As % of the Processes & Methodologies category 1.02% 0.31% 0.38%
Number of salaries quoted 40 18 13
Surrey median annual salary £60,000 £52,500 £60,000
Median salary % change year-on-year +14.29% -12.50% +50.00%
10th Percentile £28,175 £31,250 £52,500
90th Percentile £80,000 £75,750 £70,000
South East median annual salary £52,500 £55,000 £37,500
% change year-on-year -4.55% +46.67% -6.25%

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 Surrey with a requirement for process or methodology skills.

All Process and Methodology Skills
Surrey
Permanent vacancies with a requirement for process or methodology skills 4,508 5,409 5,981
As % of all permanent IT jobs advertised in Surrey 89.48% 90.76% 87.57%
Number of salaries quoted 3,760 4,358 5,005
Surrey median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £28,750 £29,000 £28,500
90th Percentile £73,750 £68,750 £70,000
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Artificial Intelligence
Job Vacancy Trend in Surrey

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

Job vacancy trend for Artificial Intelligence in Surrey

Artificial Intelligence
Salary Trend in Surrey

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

Salary trend for Artificial Intelligence in Surrey

Artificial Intelligence
Salary Histogram in Surrey

The salary distribution of IT jobs citing Artificial Intelligence in Surrey over the 6 months to 23 October 2018.

Salary histogram for Artificial Intelligence in Surrey

Artificial Intelligence
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the Surrey region over the 6 months to 23 October 2018. 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
Guildford +13 18 £60,000 +14.29% 4
Staines +12 2 £46,750 -4.10%
Woking +14 1 £29,500 -46.36% 1
Camberley 0 1 £60,000 -4.00% 1
Epsom -2 1 £30,000 -22.58%
Leatherhead - 1 £62,500 - 1
Artificial Intelligence
South East

For the 6 months to 23 October 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 Surrey region with a requirement for Artificial Intelligence.

1 26 (56.52%) Machine Learning
2 22 (47.83%) C++
3 19 (41.30%) Python
3 19 (41.30%) Computer Science
4 18 (39.13%) Degree
5 16 (34.78%) Agile Software Development
5 16 (34.78%) REST
6 15 (32.61%) Software Engineering
7 14 (30.43%) TensorFlow
8 13 (28.26%) PhD
9 12 (26.09%) Algorithms
9 12 (26.09%) Computer Science Degree
10 11 (23.91%) Convolutional Neural Network
10 11 (23.91%) Linux
10 11 (23.91%) Neural Network
10 11 (23.91%) Mathematics
11 10 (21.74%) Java
11 10 (21.74%) Mobile App
11 10 (21.74%) Apache Spark
11 10 (21.74%) Computer Vision
12 9 (19.57%) User Experience
12 9 (19.57%) React
12 9 (19.57%) Mobile Development
12 9 (19.57%) Twitter Bootstrap
12 9 (19.57%) R
12 9 (19.57%) Node.js
12 9 (19.57%) Git (software)
12 9 (19.57%) JavaScript
12 9 (19.57%) HTML
12 9 (19.57%) CSS

Artificial Intelligence
Co-occurring IT Skills in Surrey 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 10 (21.74%) Apache Spark
2 5 (10.87%) Apache Pig
3 4 (8.70%) Jupyter
4 2 (4.35%) DNN
5 1 (2.17%) CMS
5 1 (2.17%) Elasticsearch
5 1 (2.17%) Sitecore CMS
Applications
1 5 (10.87%) GNU Octave
2 2 (4.35%) Chatbot
Business Applications
1 1 (2.17%) Dynamics CRM
Cloud Services
1 4 (8.70%) Amazon AWS
1 4 (8.70%) Amazon ELB
1 4 (8.70%) Amazon S3
1 4 (8.70%) GitHub
1 4 (8.70%) Slack
Communications & Networking
1 1 (2.17%) 5G
Database & Business Intelligence
1 6 (13.04%) Big Data
1 6 (13.04%) MongoDB
2 5 (10.87%) Amazon DynamoDB
2 5 (10.87%) Apache Hive
2 5 (10.87%) Impala
2 5 (10.87%) Relational Database
3 4 (8.70%) Amazon RDS
4 2 (4.35%) Hadoop
5 1 (2.17%) Amazon Redshift
5 1 (2.17%) Apache Cassandra
5 1 (2.17%) Flink
5 1 (2.17%) NoSQL
Development Applications
1 9 (19.57%) Git (software)
1 9 (19.57%) Subversion
2 4 (8.70%) Jenkins
General
1 6 (13.04%) Finance
1 6 (13.04%) Games
1 6 (13.04%) Law
2 4 (8.70%) Electronics
3 1 (2.17%) Automotive
3 1 (2.17%) Marketing
3 1 (2.17%) Telecoms
Job Titles
1 14 (30.43%) Software Engineer
2 10 (21.74%) Developer
3 8 (17.39%) JavaScript Engineer
3 8 (17.39%) Mobile Software Engineer
3 8 (17.39%) UI Engineer
3 8 (17.39%) UX Engineer
4 6 (13.04%) Research Engineer
4 6 (13.04%) Senior Software Engineer
5 5 (10.87%) Applications Engineer
5 5 (10.87%) Software Developer
6 4 (8.70%) Machine Learning Developer
7 3 (6.52%) Big Data Engineer
7 3 (6.52%) Data Engineer
7 3 (6.52%) Data Scientist
7 3 (6.52%) Python Developer
8 2 (4.35%) Architect
8 2 (4.35%) Artificial Intelligence Engineer
8 2 (4.35%) Machine Learning Engineer
9 1 (2.17%) Consultant
9 1 (2.17%) Junior
Libraries, Frameworks & Software Standards
1 16 (34.78%) REST
2 14 (30.43%) TensorFlow
3 9 (19.57%) CSS
3 9 (19.57%) HTML
3 9 (19.57%) Node.js
3 9 (19.57%) React
3 9 (19.57%) SOAP
3 9 (19.57%) Twitter Bootstrap
3 9 (19.57%) Web Services
4 8 (17.39%) Caffe
5 7 (15.22%) Natural Language Processing
6 5 (10.87%) NumPy
6 5 (10.87%) Pandas
7 4 (8.70%) AngularJS
7 4 (8.70%) Celery
7 4 (8.70%) Django
7 4 (8.70%) Keras
7 4 (8.70%) OpenCL
7 4 (8.70%) RabbitMQ
8 2 (4.35%) Unreal Engine
Miscellaneous
1 19 (41.30%) Computer Science
2 12 (26.09%) Algorithms
3 10 (21.74%) Mobile App
4 9 (19.57%) User Experience
5 6 (13.04%) Enterprise Software
6 4 (8.70%) CUDA
7 1 (2.17%) Animation
7 1 (2.17%) Management Information System
7 1 (2.17%) Self-Motivation
7 1 (2.17%) Smartphone
Operating Systems
1 11 (23.91%) Linux
2 5 (10.87%) Android
3 4 (8.70%) Ubuntu
3 4 (8.70%) Windows
Processes & Methodologies
1 26 (56.52%) Machine Learning
2 16 (34.78%) Agile Software Development
3 15 (32.61%) Software Engineering
4 11 (23.91%) Convolutional Neural Network
4 11 (23.91%) Mathematics
4 11 (23.91%) Neural Network
5 10 (21.74%) Computer Vision
6 9 (19.57%) Mobile Development
7 6 (13.04%) Customer-Centricity
7 6 (13.04%) Data Transformation
7 6 (13.04%) Deep Learning
7 6 (13.04%) Digital Transformation Programme
7 6 (13.04%) Use Case
8 5 (10.87%) Collaborative Filtering
8 5 (10.87%) Data Modelling
8 5 (10.87%) Decision Tree
8 5 (10.87%) Kalman Filter
8 5 (10.87%) Scrum
8 5 (10.87%) Statistical Modelling
9 4 (8.70%) Embedded Software Development
Programming Languages
1 22 (47.83%) C++
2 19 (41.30%) Python
3 10 (21.74%) Java
4 9 (19.57%) JavaScript
4 9 (19.57%) R
5 5 (10.87%) SQL
6 4 (8.70%) PHP
6 4 (8.70%) Ruby
7 3 (6.52%) C
8 2 (4.35%) MATLAB
9 1 (2.17%) Apex Code
Qualifications
1 18 (39.13%) Degree
2 13 (28.26%) PhD
3 12 (26.09%) Computer Science Degree
4 6 (13.04%) Master's Degree
5 1 (2.17%) Security Cleared
5 1 (2.17%) TOGAF Certification
System Software
1 4 (8.70%) Docker
Systems Management
1 1 (2.17%) Puppet
Vendors
1 6 (13.04%) Xceptor
2 1 (2.17%) Microsoft
2 1 (2.17%) Salesforce.com
2 1 (2.17%) Sitecore