Period
to 17 November 2018

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

Artificial Intelligence (AI)
North West > Manchester
6 months to
17 Nov 2018
Same period 2017 Same period 2016
Rank 209 224 278
Rank change year-on-year +15 +54 -3
Permanent jobs citing Artificial Intelligence 76 73 5
As % of all permanent IT jobs advertised in Manchester 1.05% 0.92% 0.067%
As % of the Processes & Methodologies category 1.16% 1.00% 0.072%
Number of salaries quoted 66 62 3
Manchester median annual salary £45,000 £50,000 £47,500
Median salary % change year-on-year -10.00% +5.26% -
10th Percentile £24,802 £32,500 £33,750
90th Percentile £78,300 £87,750 £62,250
North West median annual salary £42,500 £50,000 £52,500
% change year-on-year -15.00% -4.76% +41.02%

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 Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 6,565 7,322 6,912
As % of all permanent IT jobs advertised in Manchester 90.43% 92.07% 92.67%
Number of salaries quoted 5,432 6,059 5,930
Manchester median annual salary £45,000 £44,000 £42,500
Median salary % change year-on-year +2.27% +3.53% +6.25%
10th Percentile £26,250 £26,250 £26,250
90th Percentile £70,000 £65,000 £63,750
North West median annual salary £45,000 £42,500 £40,000
% change year-on-year +5.88% +6.25% -

Artificial Intelligence
Job Vacancy Trend in Manchester

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

Job vacancy trend for Artificial Intelligence in Manchester

Artificial Intelligence
Salary Trend in Manchester

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

Salary trend for Artificial Intelligence in Manchester

Artificial Intelligence
Salary Histogram in Manchester

The salary distribution of IT jobs citing Artificial Intelligence in Manchester over the 6 months to 17 November 2018.

Salary histogram for Artificial Intelligence in Manchester

Artificial Intelligence
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the Manchester region over the 6 months to 17 November 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
Bolton +20 3 £43,750 -20.45%
Sale - 2 £29,500 -
Stockport - 2 - - 1
Bury - 1 £45,000 -
Cheadle - 1 £47,000 - 1
Artificial Intelligence
North West

For the 6 months to 17 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 Manchester region with a requirement for Artificial Intelligence.

1 43 (56.58%) Machine Learning
2 32 (42.11%) Agile Software Development
3 21 (27.63%) Amazon AWS
3 21 (27.63%) Degree
4 18 (23.68%) Microsoft Azure
5 16 (21.05%) Analytics
6 15 (19.74%) Big Data
6 15 (19.74%) SQL
6 15 (19.74%) Business Intelligence
6 15 (19.74%) Microsoft
7 14 (18.42%) DevOps
7 14 (18.42%) Data Science
8 13 (17.11%) Web Services
8 13 (17.11%) Continuous Integration
9 12 (15.79%) Python
9 12 (15.79%) .NET
9 12 (15.79%) Java
9 12 (15.79%) Analytical Skills
10 11 (14.47%) C#
10 11 (14.47%) TDD
10 11 (14.47%) Git (software)
11 10 (13.16%) AngularJS
11 10 (13.16%) Visualisation
11 10 (13.16%) Banking
11 10 (13.16%) Mentoring
12 9 (11.84%) Microservices
12 9 (11.84%) Apache Spark
12 9 (11.84%) Cybersecurity
12 9 (11.84%) Jenkins
12 9 (11.84%) Data Analytics

Artificial Intelligence
Co-occurring IT Skills in Manchester 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 9 (11.84%) Apache Spark
2 4 (5.26%) Apache
3 3 (3.95%) Apache Pig
4 2 (2.63%) Tomcat
5 1 (1.32%) Apache Solr
5 1 (1.32%) Elasticsearch
5 1 (1.32%) EPiServer
5 1 (1.32%) SAS
Applications
1 4 (5.26%) Chatbot
2 3 (3.95%) SPSS
2 3 (3.95%) Stata
Cloud Services
1 21 (27.63%) Amazon AWS
2 18 (23.68%) Microsoft Azure
3 6 (7.89%) Google Cloud Platform
4 2 (2.63%) Serverless
5 1 (1.32%) Amazon Kinesis
5 1 (1.32%) Amazon SageMaker
Communications & Networking
1 4 (5.26%) DNS
1 4 (5.26%) TCP/IP
2 3 (3.95%) DKIM
2 3 (3.95%) DMARC
2 3 (3.95%) DMZ
2 3 (3.95%) Firewall
2 3 (3.95%) Intrusion Detection
2 3 (3.95%) IPv4
2 3 (3.95%) IPv6
2 3 (3.95%) LAN
2 3 (3.95%) Network Security
2 3 (3.95%) VPN
2 3 (3.95%) WAN
2 3 (3.95%) Wireless
2 3 (3.95%) Wireless Security
3 1 (1.32%) Internet
Database & Business Intelligence
1 15 (19.74%) Big Data
2 8 (10.53%) Hadoop
3 7 (9.21%) NoSQL
4 6 (7.89%) SQL Server
5 5 (6.58%) Data Lake
5 5 (6.58%) Data Warehouse
6 4 (5.26%) MySQL
7 3 (3.95%) Apache Hive
7 3 (3.95%) Blockchain
8 2 (2.63%) Apache Cassandra
8 2 (2.63%) Data Mining
8 2 (2.63%) HBase
8 2 (2.63%) Power BI
8 2 (2.63%) RDBMS
8 2 (2.63%) Relational Database
8 2 (2.63%) SQL Server Integration Services
9 1 (1.32%) BusinessObjects
9 1 (1.32%) PostgreSQL
9 1 (1.32%) QlikView
9 1 (1.32%) SQL Server Reporting Services
Development Applications
1 11 (14.47%) Git (software)
2 9 (11.84%) Jenkins
3 6 (7.89%) TeamCity
4 5 (6.58%) Octopus Deploy
5 4 (5.26%) Atlassian Bamboo
5 4 (5.26%) Hudson
5 4 (5.26%) JMeter
5 4 (5.26%) MSBuild
5 4 (5.26%) Selenium
5 4 (5.26%) SoapUI
6 3 (3.95%) JUnit
7 2 (2.63%) Cucumber
8 1 (1.32%) Bower
8 1 (1.32%) Grunt
8 1 (1.32%) gulp
8 1 (1.32%) Mockito
8 1 (1.32%) Moq
8 1 (1.32%) TestNG
8 1 (1.32%) Visual Studio Team System
8 1 (1.32%) webpack
General
1 10 (13.16%) Banking
2 8 (10.53%) Finance
3 4 (5.26%) International Banking
3 4 (5.26%) Law
3 4 (5.26%) Marketing
3 4 (5.26%) Retail
3 4 (5.26%) Telecoms
4 3 (3.95%) Automotive
5 2 (2.63%) Electronics
5 2 (2.63%) Manufacturing
Job Titles
1 30 (39.47%) Developer
2 11 (14.47%) Graduate
3 8 (10.53%) Consultant
4 7 (9.21%) .NET Developer
5 6 (7.89%) Data Scientist
5 6 (7.89%) Senior Developer
6 5 (6.58%) Java Developer
6 5 (6.58%) Senior .NET Developer
6 5 (6.58%) Senior Manager
7 4 (5.26%) Administrator
7 4 (5.26%) Graduate Developer
7 4 (5.26%) Graduate Software Developer
7 4 (5.26%) Linux Administrator
7 4 (5.26%) Linux Systems Administrator
7 4 (5.26%) Software Consultant
7 4 (5.26%) Software Developer
7 4 (5.26%) Systems Administrator
7 4 (5.26%) Web Developer
7 4 (5.26%) Windows Administrator
7 4 (5.26%) Windows Systems Administrator
Libraries, Frameworks & Software Standards
1 13 (17.11%) Web Services
2 12 (15.79%) .NET
3 10 (13.16%) AngularJS
4 7 (9.21%) React
5 6 (7.89%) ASP.NET Web API
5 6 (7.89%) Kafka
6 5 (6.58%) ASP.NET
6 5 (6.58%) ASP.NET MVC
6 5 (6.58%) CSS
6 5 (6.58%) HTML
6 5 (6.58%) SOAP
7 4 (5.26%) Node.js
7 4 (5.26%) Spring
8 3 (3.95%) jQuery
8 3 (3.95%) Natural Language Processing
8 3 (3.95%) RESTful
9 2 (2.63%) NumPy
9 2 (2.63%) REST
9 2 (2.63%) SciPy
9 2 (2.63%) STL
Miscellaneous
1 12 (15.79%) Analytical Skills
2 8 (10.53%) Robotics
2 8 (10.53%) Self-Motivation
3 7 (9.21%) Algorithms
4 5 (6.58%) Computer Science
5 4 (5.26%) Management Information System
6 2 (2.63%) Cyber Defence
6 2 (2.63%) Cyberattack
6 2 (2.63%) Cybercrime
6 2 (2.63%) Greenfield Project
7 1 (1.32%) Internet of Things
7 1 (1.32%) Mobile App
7 1 (1.32%) N-Tier
7 1 (1.32%) Smart Energy
7 1 (1.32%) Smart Home
Operating Systems
1 8 (10.53%) Linux
2 5 (6.58%) Android
3 4 (5.26%) Windows
3 4 (5.26%) Windows Server 2008
4 3 (3.95%) Apple iOS
5 2 (2.63%) Embedded Linux
5 2 (2.63%) Mac OS
Processes & Methodologies
1 43 (56.58%) Machine Learning
2 32 (42.11%) Agile Software Development
3 16 (21.05%) Analytics
4 15 (19.74%) Business Intelligence
5 14 (18.42%) Data Science
5 14 (18.42%) DevOps
6 13 (17.11%) Continuous Integration
7 11 (14.47%) TDD
8 10 (13.16%) Mentoring
8 10 (13.16%) Visualisation
9 9 (11.84%) Cybersecurity
9 9 (11.84%) Data Analytics
9 9 (11.84%) Microservices
10 8 (10.53%) Data Analysis
10 8 (10.53%) Project Management
10 8 (10.53%) Robotic Process Automation
10 8 (10.53%) SDLC
10 8 (10.53%) Software Engineering
11 7 (9.21%) Collaborative Working
11 7 (9.21%) OOP
Programming Languages
1 15 (19.74%) SQL
2 12 (15.79%) Java
2 12 (15.79%) Python
3 11 (14.47%) C#
4 8 (10.53%) JavaScript
5 7 (9.21%) R
6 4 (5.26%) Bourne shell
6 4 (5.26%) Korn
6 4 (5.26%) Perl
6 4 (5.26%) PowerShell
6 4 (5.26%) Ruby
6 4 (5.26%) VB
6 4 (5.26%) VBA
7 3 (3.95%) PHP
7 3 (3.95%) TypeScript
8 2 (2.63%) Apple Swift
8 2 (2.63%) C
8 2 (2.63%) C++
8 2 (2.63%) Java 8
8 2 (2.63%) Kotlin
Qualifications
1 21 (27.63%) Degree
2 5 (6.58%) Computer Science Degree
3 4 (5.26%) PhD
4 3 (3.95%) CISSP
4 3 (3.95%) GCIA
5 2 (2.63%) CISA
5 2 (2.63%) CISM
5 2 (2.63%) CompTIA Security+
5 2 (2.63%) Master's Degree
5 2 (2.63%) PMI Certification
5 2 (2.63%) PMP
5 2 (2.63%) SANS
5 2 (2.63%) Security Cleared
5 2 (2.63%) SSCP
6 1 (1.32%) AWS Certification
Quality Assurance & Compliance
1 5 (6.58%) QA
2 2 (2.63%) ISO/IEC 27001
2 2 (2.63%) PMO
System Software
1 5 (6.58%) Docker
2 4 (5.26%) Active Directory
Systems Management
1 5 (6.58%) Ansible
2 4 (5.26%) Puppet
2 4 (5.26%) Terraform
Vendors
1 15 (19.74%) Microsoft
2 7 (9.21%) CheckPoint
2 7 (9.21%) Google
3 5 (6.58%) Blue Prism
3 5 (6.58%) Splunk
4 4 (5.26%) Salesforce.com
4 4 (5.26%) VMware
5 3 (3.95%) Darktrace
6 2 (2.63%) Cisco
6 2 (2.63%) Cognizant
6 2 (2.63%) SAP
6 2 (2.63%) Tableau
7 1 (1.32%) Ab Initio
7 1 (1.32%) Cognos
7 1 (1.32%) Informatica
7 1 (1.32%) Talend
7 1 (1.32%) Xamarin