Period
to 22 April 2018

The following table provides summary statistics for permanent job vacancies advertised in Brentford 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 22 April 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
Hounslow > Brentford
6 months to
22 Apr 2018
Same period 2017 Same period 2016
Rank 9 - -
Rank change year-on-year - - -
Permanent jobs citing Machine Learning 13 0 0
As % of all permanent IT jobs advertised in Brentford 25.00% - -
As % of the Processes & Methodologies category 27.66% - -
Number of salaries quoted 0 0 0
Brentford median annual salary - - -
Hounslow median annual salary £32,750 £55,000 -
% change year-on-year -40.45% - -

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 Brentford with a requirement for process or methodology skills.

All Process and Methodology Skills
Brentford
Permanent vacancies with a requirement for process or methodology skills 47 56 111
As % of all permanent IT jobs advertised in Brentford 90.38% 81.16% 93.28%
Number of salaries quoted 24 51 106
Brentford median annual salary £37,000 £52,500 £42,500
Median salary % change year-on-year -29.52% +23.53% -24.44%
10th Percentile £27,150 £32,500 £33,500
90th Percentile £66,125 £65,000 £57,500
Hounslow median annual salary £50,000 £52,500 £47,500
% change year-on-year -4.76% +10.53% +2.70%

Machine Learning
Job Vacancy Trend in Brentford

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

Job vacancy trend for Machine Learning in Brentford

For the 6 months to 22 April 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 Brentford region with a requirement for Machine Learning.

1 13 (100.00%) Microsoft Excel
1 13 (100.00%) CA
1 13 (100.00%) Retail
1 13 (100.00%) Data Management
1 13 (100.00%) Marketing
1 13 (100.00%) Degree
1 13 (100.00%) SaaS
1 13 (100.00%) Predictive Modelling
1 13 (100.00%) Big Data
1 13 (100.00%) Analytics
1 13 (100.00%) Data Science
2 10 (76.92%) Use Case
2 10 (76.92%) Data Mining
2 10 (76.92%) SQL
3 7 (53.85%) ActionScript
3 7 (53.85%) Oracle
3 7 (53.85%) SQL Server
3 7 (53.85%) Microsoft Office
3 7 (53.85%) ETL
3 7 (53.85%) Microsoft
3 7 (53.85%) Management Information System
3 7 (53.85%) Validation
3 7 (53.85%) Problem-Solving
3 7 (53.85%) Creative Problem-Solving
3 7 (53.85%) Gentran
3 7 (53.85%) Oracle Receivables
3 7 (53.85%) ActionScript 2.0
4 6 (46.15%) VBA
5 3 (23.08%) OLAP
5 3 (23.08%) SAP

Machine Learning
Co-occurring IT Skills in Brentford 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 (53.85%) Gentran
2 3 (23.08%) SAS
Applications
1 13 (100.00%) Microsoft Excel
2 7 (53.85%) Microsoft Office
Business Applications
1 7 (53.85%) Oracle Receivables
2 3 (23.08%) SAP Forecasting and Replenishment
2 3 (23.08%) SAP Retail
Cloud Services
1 13 (100.00%) SaaS
Communications & Networking
1 3 (23.08%) FTP
Database & Business Intelligence
1 13 (100.00%) Big Data
2 10 (76.92%) Data Mining
3 7 (53.85%) SQL Server
4 3 (23.08%) Microsoft Analysis Services
4 3 (23.08%) OLAP
4 3 (23.08%) Power BI
4 3 (23.08%) Relational Database
4 3 (23.08%) SQL Server Analysis Services
General
1 13 (100.00%) Marketing
1 13 (100.00%) Retail
2 3 (23.08%) Russian Language
Job Titles
1 7 (53.85%) Analyst
1 7 (53.85%) Operations Analyst
2 3 (23.08%) Account Manager
2 3 (23.08%) Strategic Account Manager
3 2 (15.38%) Applications Consultant
3 2 (15.38%) Consultant
4 1 (7.69%) Applications Developer
4 1 (7.69%) Developer
4 1 (7.69%) VBA Developer
Miscellaneous
1 7 (53.85%) Management Information System
2 3 (23.08%) Analytical Skills
2 3 (23.08%) Computer Science
2 3 (23.08%) Enterprise Software
Processes & Methodologies
1 13 (100.00%) Analytics
1 13 (100.00%) Data Management
1 13 (100.00%) Data Science
1 13 (100.00%) Predictive Modelling
2 10 (76.92%) Use Case
3 7 (53.85%) Creative Problem-Solving
3 7 (53.85%) ETL
3 7 (53.85%) Problem-Solving
3 7 (53.85%) Validation
4 3 (23.08%) Agile Software Development
4 3 (23.08%) Business Intelligence
4 3 (23.08%) CRM
4 3 (23.08%) Data Analysis
4 3 (23.08%) Mathematics
4 3 (23.08%) Monte Carlo Method
4 3 (23.08%) Project Management
4 3 (23.08%) Visualisation
Programming Languages
1 10 (76.92%) SQL
2 7 (53.85%) ActionScript
2 7 (53.85%) ActionScript 2.0
3 6 (46.15%) VBA
4 3 (23.08%) Java
4 3 (23.08%) MATLAB
Qualifications
1 13 (100.00%) Degree
Vendors
1 13 (100.00%) CA
2 7 (53.85%) Microsoft
2 7 (53.85%) Oracle
3 3 (23.08%) Cadence
3 3 (23.08%) Retek
3 3 (23.08%) Salesforce.com
3 3 (23.08%) SAP
3 3 (23.08%) Tableau
3 3 (23.08%) Vertica