Period
to 19 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Bristol 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 19 October 2018 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI)
South West > Bristol
6 months to
19 Oct 2018
Same period 2017 Same period 2016
Rank 92 164 178
Rank change year-on-year +72 +14 +30
Permanent jobs citing Artificial Intelligence 109 45 3
As % of all permanent IT jobs advertised in Bristol 2.96% 1.19% 0.094%
As % of the Processes & Methodologies category 3.17% 1.28% 0.10%
Number of salaries quoted 88 42 3
Bristol median annual salary £55,000 £50,000 £45,000
Median salary % change year-on-year +10.00% +11.11% +80.00%
10th Percentile £27,500 £31,250 £35,300
90th Percentile £74,125 £93,750 £47,500
South West median annual salary £55,000 £50,000 £45,000
% change year-on-year +10.00% +11.11% -

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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Permanent vacancies with a requirement for process or methodology skills 3,442 3,505 2,939
As % of all permanent IT jobs advertised in Bristol 93.36% 92.82% 91.64%
Number of salaries quoted 2,808 2,897 2,542
Bristol median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £26,250 £26,250 £27,250
90th Percentile £67,500 £67,500 £68,750
South West median annual salary £44,500 £42,500 £40,000
% change year-on-year +4.71% +6.25% -

Artificial Intelligence
Job Vacancy Trend in Bristol

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

Job vacancy trend for Artificial Intelligence in Bristol

Artificial Intelligence
Salary Trend in Bristol

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

Salary trend for Artificial Intelligence in Bristol

Artificial Intelligence
Salary Histogram in Bristol

The salary distribution of IT jobs citing Artificial Intelligence in Bristol over the 6 months to 19 October 2018.

Salary histogram for Artificial Intelligence in Bristol

For the 6 months to 19 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 Bristol region with a requirement for Artificial Intelligence.

1 77 (70.64%) Machine Learning
2 44 (40.37%) Python
3 42 (38.53%) Agile Software Development
3 42 (38.53%) Amazon AWS
4 29 (26.61%) Software Engineering
5 25 (22.94%) .NET
6 23 (21.10%) C++
6 23 (21.10%) SQL
6 23 (21.10%) DevOps
7 22 (20.18%) Scrum
8 21 (19.27%) C#
8 21 (19.27%) Java
8 21 (19.27%) Algorithms
8 21 (19.27%) Big Data
9 19 (17.43%) Docker
9 19 (17.43%) Finance
10 17 (15.60%) TDD
10 17 (15.60%) Robotics
10 17 (15.60%) Linux
10 17 (15.60%) Business Intelligence
10 17 (15.60%) AngularJS
10 17 (15.60%) Microsoft Azure
10 17 (15.60%) Greenfield Project
10 17 (15.60%) Data Science
11 16 (14.68%) Analytics
11 16 (14.68%) Marketing
11 16 (14.68%) Telecoms
12 15 (13.76%) MVC
12 15 (13.76%) Apache Spark
13 14 (12.84%) SaaS

Artificial Intelligence
Co-occurring IT Skills in Bristol 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 15 (13.76%) Apache Spark
2 6 (5.50%) Elasticsearch
3 3 (2.75%) Apache Pig
4 1 (0.92%) Confluence
Applications
1 10 (9.17%) Chatbot
2 4 (3.67%) Microsoft Project
3 3 (2.75%) Adobe Illustrator
3 3 (2.75%) Photoshop
4 1 (0.92%) Simulink
Cloud Services
1 42 (38.53%) Amazon AWS
2 17 (15.60%) Microsoft Azure
3 14 (12.84%) SaaS
4 10 (9.17%) Cloud Computing
5 7 (6.42%) AWS CloudFormation
5 7 (6.42%) Google Cloud Platform
6 3 (2.75%) Amazon EMR
6 3 (2.75%) Amazon Kinesis
6 3 (2.75%) Azure Machine Learning
6 3 (2.75%) GitHub
6 3 (2.75%) IaaS
6 3 (2.75%) PaaS
Communications & Networking
1 7 (6.42%) SSL
2 1 (0.92%) Firewall
2 1 (0.92%) HTTP
2 1 (0.92%) VPN
Database & Business Intelligence
1 21 (19.27%) Big Data
2 14 (12.84%) Hadoop
3 6 (5.50%) MongoDB
3 6 (5.50%) SQL Server
4 4 (3.67%) Amazon DynamoDB
4 4 (3.67%) Apache Cassandra
4 4 (3.67%) Apache Hive
4 4 (3.67%) Event Store
4 4 (3.67%) NoSQL
4 4 (3.67%) Oracle Database
4 4 (3.67%) Oracle Database 10g
4 4 (3.67%) PostgreSQL
4 4 (3.67%) Power BI
5 3 (2.75%) Amazon Athena
5 3 (2.75%) Amazon Redshift
5 3 (2.75%) BigQuery
5 3 (2.75%) Impala
5 3 (2.75%) Presto
5 3 (2.75%) Relational Database
5 3 (2.75%) Spotfire
Development Applications
1 10 (9.17%) Jenkins
2 6 (5.50%) JIRA
3 4 (3.67%) VSS/SourceSafe
4 3 (2.75%) Git (software)
5 1 (0.92%) git-flow
5 1 (0.92%) Mercurial
5 1 (0.92%) Protractor
5 1 (0.92%) Selenium
5 1 (0.92%) SpecFlow
General
1 19 (17.43%) Finance
2 16 (14.68%) Marketing
2 16 (14.68%) Telecoms
3 14 (12.84%) Electronics
4 13 (11.93%) Manufacturing
5 4 (3.67%) Games
6 3 (2.75%) Banking
7 2 (1.83%) Retail Banking
8 1 (0.92%) Aerospace
8 1 (0.92%) Avionics
8 1 (0.92%) Law
8 1 (0.92%) Military
8 1 (0.92%) Publishing
Job Titles
1 28 (25.69%) Developer
2 15 (13.76%) Software Engineer
3 12 (11.01%) .NET Developer
4 11 (10.09%) Architect
4 11 (10.09%) C++ Software Engineer
5 10 (9.17%) Lead Developer
5 10 (9.17%) Lead Software Developer
5 10 (9.17%) Software Developer
6 9 (8.26%) C# .NET Developer
6 9 (8.26%) C# Developer
6 9 (8.26%) Cloud Developer
6 9 (8.26%) Data Scientist
6 9 (8.26%) Senior Data Scientist
6 9 (8.26%) Solutions Architect
7 8 (7.34%) AWS Developer
8 7 (6.42%) Administrator
8 7 (6.42%) AWS Architect
8 7 (6.42%) AWS Solutions Architect
8 7 (6.42%) Data Engineer
8 7 (6.42%) IT Administrator
Libraries, Frameworks & Software Standards
1 25 (22.94%) .NET
2 17 (15.60%) AngularJS
3 13 (11.93%) ASP.NET
4 12 (11.01%) HTML
5 10 (9.17%) Ruby on Rails
6 9 (8.26%) OpenCV
6 9 (8.26%) React
6 9 (8.26%) RESTful
7 8 (7.34%) ASP.NET Web API
7 8 (7.34%) CSS
8 7 (6.42%) REST
8 7 (6.42%) Web Services
9 6 (5.50%) .NET Core
9 6 (5.50%) ASP.NET MVC
10 5 (4.59%) Angular 2
10 5 (4.59%) TensorFlow
11 4 (3.67%) ASP.NET Core
11 4 (3.67%) XML
11 4 (3.67%) XSL
12 3 (2.75%) SAML
Miscellaneous
1 21 (19.27%) Algorithms
2 17 (15.60%) Greenfield Project
2 17 (15.60%) Robotics
3 14 (12.84%) Computer Science
4 7 (6.42%) Driving Licence
4 7 (6.42%) Hybrid Cloud
4 7 (6.42%) Public Cloud
5 4 (3.67%) Analytical Skills
5 4 (3.67%) Data Structures
5 4 (3.67%) User Experience
6 3 (2.75%) Clustering
6 3 (2.75%) Cybercrime
6 3 (2.75%) Digital Media
7 2 (1.83%) Management Information System
7 2 (1.83%) Tandem
8 1 (0.92%) Cloud Native
8 1 (0.92%) Linked Data
8 1 (0.92%) Mobile App
8 1 (0.92%) Self-Motivation
8 1 (0.92%) Social Media
Operating Systems
1 17 (15.60%) Linux
2 1 (0.92%) Windows
Processes & Methodologies
1 77 (70.64%) Machine Learning
2 42 (38.53%) Agile Software Development
3 29 (26.61%) Software Engineering
4 23 (21.10%) DevOps
5 22 (20.18%) Scrum
6 17 (15.60%) Business Intelligence
6 17 (15.60%) Data Science
6 17 (15.60%) TDD
7 16 (14.68%) Analytics
8 15 (13.76%) MVC
9 13 (11.93%) Continuous Integration
9 13 (11.93%) Digital Marketing
9 13 (11.93%) Kanban
9 13 (11.93%) Microservices
9 13 (11.93%) Programme Management
10 12 (11.01%) Line Management
10 12 (11.01%) Mathematics
11 11 (10.09%) Test Automation
12 10 (9.17%) Risk Management
13 8 (7.34%) Change Management
Programming Languages
1 44 (40.37%) Python
2 23 (21.10%) C++
2 23 (21.10%) SQL
3 21 (19.27%) C#
3 21 (19.27%) Java
4 12 (11.01%) C
4 12 (11.01%) Ruby
5 9 (8.26%) JavaScript
5 9 (8.26%) R
6 4 (3.67%) MATLAB
6 4 (3.67%) PL/SQL
7 3 (2.75%) Scala
8 2 (1.83%) Bash Shell
9 1 (0.92%) Go
9 1 (0.92%) Java 8
9 1 (0.92%) TypeScript
Qualifications
1 11 (10.09%) Degree
2 8 (7.34%) PhD
3 7 (6.42%) MCSA
3 7 (6.42%) MCSE
3 7 (6.42%) Microsoft Certification
4 2 (1.83%) SC Cleared
4 2 (1.83%) Security Cleared
5 1 (0.92%) Computer Science Degree
5 1 (0.92%) Master's Degree
Quality Assurance & Compliance
1 8 (7.34%) ISO/IEC 27001
2 6 (5.50%) QA
System Software
1 19 (17.43%) Docker
Systems Management
1 4 (3.67%) Kubernetes
2 3 (2.75%) Ansible
3 2 (1.83%) Docker Swarm
3 2 (1.83%) Mesos
3 2 (1.83%) Opscode Chef
3 2 (1.83%) Puppet
3 2 (1.83%) Terraform
Vendors
1 13 (11.93%) SAP
2 8 (7.34%) Google
3 6 (5.50%) Microsoft
4 5 (4.59%) Atlassian
5 4 (3.67%) Oracle
5 4 (3.67%) Tableau
6 3 (2.75%) Apple
6 3 (2.75%) Facebook
7 1 (0.92%) Adobe
7 1 (0.92%) New Relic
7 1 (0.92%) Rackspace