Period
to 11 July 2020

The following table provides summary statistics for permanent job vacancies advertised in Nottinghamshire with a requirement for Machine Learning skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Machine Learning over the 6 months to 11 July 2020 with a comparison to the same period in the previous 2 years.

Machine Learning
East Midlands > Nottinghamshire
6 months to
11 Jul 2020
Same period 2019 Same period 2018
Rank 70 92 110
Rank change year-on-year +22 +18 +27
Permanent jobs citing Machine Learning 10 21 17
As % of all permanent jobs advertised in Nottinghamshire 1.29% 1.47% 1.03%
As % of the Processes & Methodologies category 1.44% 1.59% 1.09%
Number of salaries quoted 13 24 11
Median annual salary £55,000 £47,500 £40,000
Median salary % change year-on-year +15.79% +18.75% -30.43%
10th Percentile £36,500 £32,875 £23,750
90th Percentile £65,000 £66,250 £52,500
East Midlands median annual salary £55,000 £55,000 £47,500
% change year-on-year - +15.79% +18.75%

Machine Learning 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 Nottinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Nottinghamshire
Permanent vacancies with a requirement for process or methodology skills 696 1,324 1,565
As % of all permanent IT jobs advertised in Nottinghamshire 89.69% 92.65% 94.50%
Number of salaries quoted 561 1,079 1,305
Median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% -
10th Percentile £28,500 £26,250 £26,250
90th Percentile £75,000 £72,500 £65,000
East Midlands median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Machine Learning
Job Vacancy Trend in Nottinghamshire

Job postings citing Machine Learning as a proportion of all IT jobs advertised in Nottinghamshire.

Job vacancy trend for Machine Learning in Nottinghamshire

Machine Learning
Salary Trend in Nottinghamshire

3-month moving average salary quoted in jobs citing Machine Learning in Nottinghamshire.

Salary trend for Machine Learning in Nottinghamshire

Machine Learning
Salary Histogram in Nottinghamshire

Salary distribution for jobs citing Machine Learning in Nottinghamshire over the 6 months to 11 July 2020.

Salary histogram for Machine Learning in Nottinghamshire

Machine Learning
Job Locations in Nottinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Machine Learning within the Nottinghamshire region over the 6 months to 11 July 2020. 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
Nottingham +27 8 £47,500 -
Machine Learning
East Midlands

For the 6 months to 11 July 2020, IT jobs citing Machine Learning 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 Nottinghamshire region with a requirement for Machine Learning.

1 7 (70.00%) Artificial Intelligence
2 6 (60.00%) .NET
3 5 (50.00%) C#
3 5 (50.00%) JavaScript
3 5 (50.00%) SQL
3 5 (50.00%) ASP.NET
3 5 (50.00%) MVC
3 5 (50.00%) jQuery
3 5 (50.00%) Azure
4 3 (30.00%) AWS
4 3 (30.00%) ASP.NET MVC
4 3 (30.00%) Django
4 3 (30.00%) Big Data
4 3 (30.00%) Xamarin
4 3 (30.00%) GCP
4 3 (30.00%) Google
4 3 (30.00%) CSS
4 3 (30.00%) Python
4 3 (30.00%) Microsoft
4 3 (30.00%) HTML
4 3 (30.00%) Flask
5 2 (20.00%) Cosmos DB
5 2 (20.00%) Azure Functions
5 2 (20.00%) .NET Core
5 2 (20.00%) Serverless
5 2 (20.00%) Oracle
5 2 (20.00%) T-SQL
5 2 (20.00%) E-Commerce
5 2 (20.00%) SQL Server Integration Services
5 2 (20.00%) Logistics

Machine Learning
Co-occurring IT Skills in Nottinghamshire 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:

Cloud Services
1 5 (50.00%) Azure
2 3 (30.00%) AWS
2 3 (30.00%) GCP
3 2 (20.00%) Azure Functions
3 2 (20.00%) Serverless
4 1 (10.00%) Power Platform
Communications & Networking
1 1 (10.00%) Internet
Database & Business Intelligence
1 3 (30.00%) Big Data
2 2 (20.00%) Azure SQL Database
2 2 (20.00%) Cosmos DB
2 2 (20.00%) SQL Server Integration Services
3 1 (10.00%) Apache Hive
3 1 (10.00%) Hadoop
3 1 (10.00%) Power BI
Development Applications
1 2 (20.00%) Team Foundation Server
2 1 (10.00%) Visual Studio
General
1 1 (10.00%) Marketing
Job Titles
1 8 (80.00%) Developer
2 5 (50.00%) C# Developer
3 3 (30.00%) Python Developer
4 2 (20.00%) .NET Developer
4 2 (20.00%) .NET Web Developer
4 2 (20.00%) ASP.NET MVC Developer
4 2 (20.00%) C# .NET Developer
4 2 (20.00%) C# Web Developer
4 2 (20.00%) HTML CSS Developer
4 2 (20.00%) HTML Developer
4 2 (20.00%) JavaScript Developer
4 2 (20.00%) SQL Developer
4 2 (20.00%) Web Developer
5 1 (10.00%) Angular Developer
5 1 (10.00%) Applications Developer
5 1 (10.00%) C# Application Developer
5 1 (10.00%) Data Engineer
5 1 (10.00%) Full Stack Developer
5 1 (10.00%) Mobile Developer
5 1 (10.00%) Xamarin Developer
Libraries, Frameworks & Software Standards
1 6 (60.00%) .NET
2 5 (50.00%) ASP.NET
2 5 (50.00%) jQuery
3 3 (30.00%) ASP.NET MVC
3 3 (30.00%) CSS
3 3 (30.00%) Django
3 3 (30.00%) Flask
3 3 (30.00%) HTML
4 2 (20.00%) .NET Core
4 2 (20.00%) AngularJS
4 2 (20.00%) ASP.NET Web API
4 2 (20.00%) OAuth
4 2 (20.00%) OAuth2
4 2 (20.00%) WebRTC
4 2 (20.00%) WebSockets
5 1 (10.00%) Kafka
5 1 (10.00%) Spring
Miscellaneous
1 1 (10.00%) Analytical Skills
1 1 (10.00%) Mobile App
1 1 (10.00%) User Experience
Operating Systems
1 1 (10.00%) Apple iOS
1 1 (10.00%) Linux
Processes & Methodologies
1 7 (70.00%) Artificial Intelligence
2 5 (50.00%) MVC
3 2 (20.00%) Asset Management
3 2 (20.00%) Data Analysis
3 2 (20.00%) DevOps
3 2 (20.00%) E-Commerce
3 2 (20.00%) Logistics
3 2 (20.00%) Web Development
4 1 (10.00%) Actionable Insight
4 1 (10.00%) Analytics
4 1 (10.00%) Client Onboarding
4 1 (10.00%) Critical Thinking
4 1 (10.00%) Cybersecurity
4 1 (10.00%) Data Engineering
4 1 (10.00%) Microservices
4 1 (10.00%) Mobile Development
4 1 (10.00%) Product Backlog
4 1 (10.00%) Product Management
4 1 (10.00%) Software Engineering
4 1 (10.00%) Test Automation
Programming Languages
1 5 (50.00%) C#
1 5 (50.00%) JavaScript
1 5 (50.00%) SQL
2 3 (30.00%) Python
3 2 (20.00%) T-SQL
4 1 (10.00%) VB
System Software
1 1 (10.00%) HDFS
Vendors
1 3 (30.00%) Google
1 3 (30.00%) Microsoft
1 3 (30.00%) Xamarin
2 2 (20.00%) Oracle
3 1 (10.00%) SolarWinds
3 1 (10.00%) Tableau