Period
to 18 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Macclesfield 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 18 July 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
Cheshire > Macclesfield
6 months to
18 Jul 2018
Same period 2017 Same period 2016
Rank 31 29 -
Rank change year-on-year -2 - -
Permanent jobs citing Machine Learning 3 1 0
As % of all permanent IT jobs advertised in Macclesfield 2.16% 0.99% -
As % of the Processes & Methodologies category 2.59% 1.11% -
Number of salaries quoted 3 0 0
Macclesfield median annual salary £50,000 - -
Cheshire median annual salary £50,000 £40,000 £43,750
% change year-on-year +25.00% -8.57% -60.23%

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 Macclesfield with a requirement for process or methodology skills.

All Process and Methodology Skills
Macclesfield
Permanent vacancies with a requirement for process or methodology skills 116 90 99
As % of all permanent IT jobs advertised in Macclesfield 83.45% 89.11% 96.12%
Number of salaries quoted 108 87 87
Macclesfield median annual salary £37,500 £38,000 £35,000
Median salary % change year-on-year -1.32% +8.57% -2.78%
10th Percentile £26,250 £22,500 £22,500
90th Percentile £57,875 £47,500 £48,000
Cheshire median annual salary £45,000 £40,000 £37,500
% change year-on-year +12.50% +6.67% -6.25%

Machine Learning
Job Vacancy Trend in Macclesfield

Job postings citing Machine Learning as a percentage of all IT jobs advertised in Macclesfield.

Job vacancy trend for Machine Learning in Macclesfield

Machine Learning
Salary Trend in Macclesfield

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Machine Learning in Macclesfield.

Salary trend for Machine Learning in Macclesfield

Machine Learning
Salary Histogram in Macclesfield

The salary distribution of IT jobs citing Machine Learning in Macclesfield over the 6 months to 18 July 2018.

Salary histogram for Machine Learning in Macclesfield

For the 6 months to 18 July 2018, 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 Macclesfield region with a requirement for Machine Learning.

1 2 (66.67%) Agile Software Development
1 2 (66.67%) Artificial Intelligence
1 2 (66.67%) .NET
1 2 (66.67%) SQL Server
1 2 (66.67%) Finance
1 2 (66.67%) Fintech
1 2 (66.67%) C#
1 2 (66.67%) JavaScript
2 1 (33.33%) SQL
2 1 (33.33%) Chatbot
2 1 (33.33%) Greenfield Project
2 1 (33.33%) Data Science
2 1 (33.33%) Validation
2 1 (33.33%) Scrum
2 1 (33.33%) ASP.NET
2 1 (33.33%) Python
2 1 (33.33%) SAS
2 1 (33.33%) MATLAB
2 1 (33.33%) MVC
2 1 (33.33%) Software Engineering
2 1 (33.33%) .NET Framework
2 1 (33.33%) Hadoop
2 1 (33.33%) Visualisation
2 1 (33.33%) NoSQL
2 1 (33.33%) R
2 1 (33.33%) Data Visualisation
2 1 (33.33%) Big Data
2 1 (33.33%) Statistical Modelling
2 1 (33.33%) Deep Learning
2 1 (33.33%) ASP.NET Web API

Machine Learning
Co-occurring IT Skills in Macclesfield 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 1 (33.33%) Apache Spark
1 1 (33.33%) SAS
Applications
1 1 (33.33%) Chatbot
Database & Business Intelligence
1 2 (66.67%) SQL Server
2 1 (33.33%) Big Data
2 1 (33.33%) Hadoop
2 1 (33.33%) NoSQL
General
1 2 (66.67%) Finance
Job Titles
1 1 (33.33%) .NET Developer
1 1 (33.33%) .NET Software Developer
1 1 (33.33%) C# .NET Developer
1 1 (33.33%) C# Developer
1 1 (33.33%) C# Software Developer
1 1 (33.33%) Data Scientist
1 1 (33.33%) Developer
1 1 (33.33%) JavaScript Developer
1 1 (33.33%) React Developer
1 1 (33.33%) Software Developer
Libraries, Frameworks & Software Standards
1 2 (66.67%) .NET
2 1 (33.33%) .NET Framework
2 1 (33.33%) ASP.NET
2 1 (33.33%) ASP.NET Web API
2 1 (33.33%) React
Miscellaneous
1 2 (66.67%) Fintech
2 1 (33.33%) Algorithms
2 1 (33.33%) Greenfield Project
Processes & Methodologies
1 2 (66.67%) Agile Software Development
1 2 (66.67%) Artificial Intelligence
2 1 (33.33%) Data Science
2 1 (33.33%) Data Visualisation
2 1 (33.33%) Deep Learning
2 1 (33.33%) MVC
2 1 (33.33%) Scrum
2 1 (33.33%) Software Engineering
2 1 (33.33%) Statistical Modelling
2 1 (33.33%) Validation
2 1 (33.33%) Visualisation
Programming Languages
1 2 (66.67%) C#
1 2 (66.67%) JavaScript
2 1 (33.33%) MATLAB
2 1 (33.33%) Python
2 1 (33.33%) R
2 1 (33.33%) SQL