Period
to 21 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Altrincham 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 21 July 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
Manchester > Altrincham
6 months to
21 Jul 2018
Same period 2017 Same period 2016
Rank 32 - -
Rank change year-on-year - - -
Permanent jobs citing Machine Learning 2 0 0
As % of all permanent IT jobs advertised in Altrincham 1.18% - -
As % of the Processes & Methodologies category 1.34% - -
Number of salaries quoted 2 0 0
Altrincham median annual salary £50,000 - -
Manchester median annual salary £50,000 £52,500 £51,750
% change year-on-year -4.76% +1.45% -5.91%

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 Altrincham with a requirement for process or methodology skills.

All Process and Methodology Skills
Altrincham
Permanent vacancies with a requirement for process or methodology skills 149 148 102
As % of all permanent IT jobs advertised in Altrincham 88.17% 93.67% 76.69%
Number of salaries quoted 111 121 89
Altrincham median annual salary £45,000 £37,500 £37,500
Median salary % change year-on-year +20.00% - -6.25%
10th Percentile £26,250 £22,000 £21,250
90th Percentile £60,500 £48,750 £51,050
Manchester median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

For the 6 months to 21 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 Altrincham region with a requirement for Machine Learning.

1 2 (100.00%) SQL
1 2 (100.00%) T-SQL
1 2 (100.00%) MySQL
1 2 (100.00%) Python
1 2 (100.00%) Data Warehouse
1 2 (100.00%) Data Modelling
1 2 (100.00%) ETL
1 2 (100.00%) Business Intelligence
1 2 (100.00%) Amazon AWS
1 2 (100.00%) R
1 2 (100.00%) MariaDB
1 2 (100.00%) Amazon Redshift
1 2 (100.00%) Power BI

Machine Learning
Co-occurring IT Skills in Altrincham 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 2 (100.00%) Amazon AWS
Database & Business Intelligence
1 2 (100.00%) Amazon Redshift
1 2 (100.00%) Data Warehouse
1 2 (100.00%) MariaDB
1 2 (100.00%) MySQL
1 2 (100.00%) Power BI
Job Titles
1 2 (100.00%) Architect
1 2 (100.00%) Business Intelligence Architect
1 2 (100.00%) Business Intelligence Developer
1 2 (100.00%) Developer
1 2 (100.00%) Senior Architect
1 2 (100.00%) Senior Business Intelligence Developer
1 2 (100.00%) Senior Developer
Processes & Methodologies
1 2 (100.00%) Business Intelligence
1 2 (100.00%) Data Modelling
1 2 (100.00%) ETL
Programming Languages
1 2 (100.00%) Python
1 2 (100.00%) R
1 2 (100.00%) SQL
1 2 (100.00%) T-SQL