Period
to 19 March 2019

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

Artificial Intelligence (AI)
South West > Bristol
6 months to
19 Mar 2019
Same period 2018 Same period 2017
Rank 95 77 175
Rank change year-on-year -18 +98 +17
Permanent jobs citing Artificial Intelligence 99 137 20
As % of all permanent IT jobs advertised in Bristol 2.73% 3.78% 0.60%
As % of the Processes & Methodologies category 2.91% 4.05% 0.64%
Number of salaries quoted 85 131 20
Bristol median annual salary £52,500 £55,000 £45,000
Median salary % change year-on-year -4.55% +22.22% +5.88%
10th Percentile £37,250 £37,500 £36,250
90th Percentile £77,500 £78,750 £82,500
South West median annual salary £52,500 £55,000 £40,000
% change year-on-year -4.55% +37.50% -30.43%

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 3,406 3,384 3,146
As % of all permanent IT jobs advertised in Bristol 93.86% 93.38% 93.69%
Number of salaries quoted 2,673 2,864 2,547
Bristol median annual salary £45,000 £45,000 £45,000
10th Percentile £27,000 £26,325 £27,650
90th Percentile £70,000 £66,250 £70,000
South West median annual salary £45,000 £42,500 £41,000
% change year-on-year +5.88% +3.66% +2.50%

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 March 2019.

Salary histogram for Artificial Intelligence in Bristol

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

1 66 (66.67%) Machine Learning
2 46 (46.46%) Software Engineering
3 41 (41.41%) Python
4 35 (35.35%) Agile Software Development
5 34 (34.34%) C++
6 26 (26.26%) OpenCV
7 25 (25.25%) C#
7 25 (25.25%) Linux
8 24 (24.24%) C
8 24 (24.24%) Java
8 24 (24.24%) Analytics
9 23 (23.23%) Amazon AWS
10 21 (21.21%) Degree
10 21 (21.21%) Robotics
11 19 (19.19%) Data Science
12 18 (18.18%) Finance
12 18 (18.18%) SQL
12 18 (18.18%) Algorithms
13 17 (17.17%) Microservices
13 17 (17.17%) Big Data
13 17 (17.17%) Computer Vision
14 16 (16.16%) JavaScript
15 15 (15.15%) Marketing
16 14 (14.14%) .NET
16 14 (14.14%) React
16 14 (14.14%) Computer Science
16 14 (14.14%) Test Automation
17 13 (13.13%) Web Services
17 13 (13.13%) Electronics
17 13 (13.13%) TDD

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 7 (7.07%) Elasticsearch
2 6 (6.06%) Apache Spark
Applications
1 3 (3.03%) Adobe Illustrator
1 3 (3.03%) Photoshop
2 2 (2.02%) Chatbot
3 1 (1.01%) Simulink
Cloud Services
1 23 (23.23%) Amazon AWS
2 9 (9.09%) Google Cloud Platform
2 9 (9.09%) Microsoft Azure
3 5 (5.05%) OpenShift
3 5 (5.05%) SaaS
4 3 (3.03%) Cloud Computing
4 3 (3.03%) IaaS
4 3 (3.03%) PaaS
5 2 (2.02%) AWS CloudFormation
6 1 (1.01%) Amazon SageMaker
6 1 (1.01%) Azure Machine Learning
6 1 (1.01%) Google Analytics
Communications & Networking
1 1 (1.01%) CTI
Database & Business Intelligence
1 17 (17.17%) Big Data
2 5 (5.05%) Amazon DynamoDB
2 5 (5.05%) Event Store
2 5 (5.05%) Neo4j
3 4 (4.04%) Hadoop
4 3 (3.03%) NoSQL
4 3 (3.03%) RDBMS
4 3 (3.03%) Relational Database
4 3 (3.03%) SQL Server
5 2 (2.02%) Apache Cassandra
5 2 (2.02%) CouchDB
5 2 (2.02%) Data Mining
5 2 (2.02%) MongoDB
6 1 (1.01%) Amazon Redshift
6 1 (1.01%) Apache Hive
6 1 (1.01%) Blockchain
6 1 (1.01%) MySQL
6 1 (1.01%) Power BI
Development Applications
1 6 (6.06%) Git (software)
1 6 (6.06%) Selenium
2 4 (4.04%) Visual Studio
3 2 (2.02%) Protractor
3 2 (2.02%) SpecFlow
4 1 (1.01%) Mercurial
General
1 18 (18.18%) Finance
2 15 (15.15%) Marketing
3 13 (13.13%) Electronics
3 13 (13.13%) Manufacturing
4 11 (11.11%) Telecoms
5 3 (3.03%) Banking
6 2 (2.02%) Games
6 2 (2.02%) Law
6 2 (2.02%) Retail Banking
7 1 (1.01%) Aerospace
7 1 (1.01%) Avionics
7 1 (1.01%) Military
7 1 (1.01%) Publishing
Job Titles
1 24 (24.24%) Software Engineer
2 23 (23.23%) Developer
3 17 (17.17%) C++ Software Engineer
4 10 (10.10%) .NET Developer
4 10 (10.10%) Senior Developer
5 9 (9.09%) Machine Learning Engineer
6 8 (8.08%) Architect
7 7 (7.07%) Data Engineer
8 6 (6.06%) AWS Developer
8 6 (6.06%) C# .NET Developer
8 6 (6.06%) C# Developer
8 6 (6.06%) Data Scientist
8 6 (6.06%) Java Developer
8 6 (6.06%) Python Engineer
8 6 (6.06%) Solutions Architect
8 6 (6.06%) Systems Engineer
9 5 (5.05%) Software Developer
10 4 (4.04%) Lead Developer
10 4 (4.04%) Technical Architect
10 4 (4.04%) Test Manager
Libraries, Frameworks & Software Standards
1 26 (26.26%) OpenCV
2 14 (14.14%) .NET
2 14 (14.14%) React
3 13 (13.13%) Web Services
4 11 (11.11%) AngularJS
4 11 (11.11%) TensorFlow
5 10 (10.10%) REST
6 9 (9.09%) ASP.NET
6 9 (9.09%) Keras
7 8 (8.08%) scikit-learn
8 7 (7.07%) ASP.NET Web API
8 7 (7.07%) RESTful
9 6 (6.06%) HTML
9 6 (6.06%) Node.js
9 6 (6.06%) Spring
10 5 (5.05%) CSS
10 5 (5.05%) HTML5
10 5 (5.05%) Spring Boot
10 5 (5.05%) Velocity
10 5 (5.05%) Vue.js
Miscellaneous
1 21 (21.21%) Robotics
2 18 (18.18%) Algorithms
3 5 (5.05%) Greenfield Project
3 5 (5.05%) User Experience
4 3 (3.03%) Analytical Skills
4 3 (3.03%) Management Information System
5 2 (2.02%) CUDA
5 2 (2.02%) Cybercrime
5 2 (2.02%) Fintech
5 2 (2.02%) Hybrid Cloud
5 2 (2.02%) Public Cloud
5 2 (2.02%) Reinsurance
5 2 (2.02%) Security Operations Centre
5 2 (2.02%) Virtual Team
6 1 (1.01%) Cloud Native
6 1 (1.01%) Cyberthreat
6 1 (1.01%) GPGPU
6 1 (1.01%) Renewable Energy
6 1 (1.01%) Self-Motivation
Operating Systems
1 25 (25.25%) Linux
2 1 (1.01%) CoreOS
2 1 (1.01%) Ubuntu
2 1 (1.01%) Windows
Processes & Methodologies
1 66 (66.67%) Machine Learning
2 46 (46.46%) Software Engineering
3 35 (35.35%) Agile Software Development
4 24 (24.24%) Analytics
5 19 (19.19%) Data Science
6 17 (17.17%) Computer Vision
6 17 (17.17%) Microservices
7 14 (14.14%) Computer Science
7 14 (14.14%) Test Automation
8 13 (13.13%) TDD
9 12 (12.12%) Business Intelligence
9 12 (12.12%) Continuous Integration
9 12 (12.12%) Deep Learning
10 11 (11.11%) DevOps
10 11 (11.11%) Digital Marketing
10 11 (11.11%) Programme Management
11 10 (10.10%) MVC
12 9 (9.09%) Data Analytics
12 9 (9.09%) Problem-Solving
12 9 (9.09%) Visualisation
Programming Languages
1 41 (41.41%) Python
2 34 (34.34%) C++
3 25 (25.25%) C#
4 24 (24.24%) C
4 24 (24.24%) Java
5 18 (18.18%) SQL
6 16 (16.16%) JavaScript
7 5 (5.05%) ES6
7 5 (5.05%) Lua
8 3 (3.03%) MATLAB
9 2 (2.02%) Java 8
9 2 (2.02%) R
10 1 (1.01%) Go
10 1 (1.01%) PHP
10 1 (1.01%) PowerShell
10 1 (1.01%) Shell Script
10 1 (1.01%) TypeScript
Qualifications
1 21 (21.21%) Degree
2 8 (8.08%) PhD
3 7 (7.07%) Computer Science Degree
4 2 (2.02%) MCSA
4 2 (2.02%) MCSE
4 2 (2.02%) Microsoft Certification
5 1 (1.01%) DV Cleared
5 1 (1.01%) Security Cleared
Quality Assurance & Compliance
1 6 (6.06%) QA
2 1 (1.01%) ISO/IEC 27001
2 1 (1.01%) PCI DSS
System Software
1 3 (3.03%) Docker
Systems Management
1 4 (4.04%) Kubernetes
2 1 (1.01%) Ansible
2 1 (1.01%) Opscode Chef
2 1 (1.01%) Puppet
2 1 (1.01%) Terraform
Vendors
1 11 (11.11%) SAP
2 9 (9.09%) Google
3 4 (4.04%) Microsoft
4 3 (3.03%) Adobe
5 2 (2.02%) Apple
5 2 (2.02%) Facebook
6 1 (1.01%) Cisco
6 1 (1.01%) Dataiku
6 1 (1.01%) Genesys
6 1 (1.01%) Salesforce.com
6 1 (1.01%) Tableau
6 1 (1.01%) Verint