Period
to 15 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Camberley 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 15 November 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
Surrey > Camberley
6 months to
15 Nov 2018
Same period 2017 Same period 2016
Rank 34 40 -
Rank change year-on-year +6 - -
Permanent jobs citing Machine Learning 4 1 0
As % of all permanent IT jobs advertised in Camberley 2.05% 0.53% -
As % of the Processes & Methodologies category 2.27% 0.60% -
Number of salaries quoted 4 1 0
Camberley median annual salary £58,750 £62,500 -
Median salary % change year-on-year -6.00% - -
Surrey median annual salary £55,000 £55,000 £70,000
% change year-on-year - -21.43% +55.56%

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 Camberley with a requirement for process or methodology skills.

All Process and Methodology Skills
Camberley
Permanent vacancies with a requirement for process or methodology skills 176 166 142
As % of all permanent IT jobs advertised in Camberley 90.26% 87.37% 71.00%
Number of salaries quoted 137 159 97
Camberley median annual salary £45,000 £47,500 £45,000
Median salary % change year-on-year -5.26% +5.56% +12.50%
10th Percentile £33,750 £30,750 £27,500
90th Percentile £72,500 £73,500 £63,750
Surrey median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Machine Learning
Job Vacancy Trend in Camberley

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

Job vacancy trend for Machine Learning in Camberley

Machine Learning
Salary Trend in Camberley

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

Salary trend for Machine Learning in Camberley

For the 6 months to 15 November 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 Camberley region with a requirement for Machine Learning.

1 3 (75.00%) Python
1 3 (75.00%) Algorithms
2 2 (50.00%) Analytics
2 2 (50.00%) Power BI
2 2 (50.00%) Computer Vision
2 2 (50.00%) PhD
2 2 (50.00%) Neural Network
2 2 (50.00%) Statistical Analysis
2 2 (50.00%) Visualisation
3 1 (25.00%) Predictive Modelling
3 1 (25.00%) Pattern Recognition
3 1 (25.00%) Apache Hive
3 1 (25.00%) NoSQL
3 1 (25.00%) R
3 1 (25.00%) Data Visualisation
3 1 (25.00%) MapReduce
3 1 (25.00%) Tableau
3 1 (25.00%) D3.js
3 1 (25.00%) Big Data
3 1 (25.00%) Talend
3 1 (25.00%) Business Analytics
3 1 (25.00%) OpenCV
3 1 (25.00%) Marketing
3 1 (25.00%) Degree
3 1 (25.00%) Logistic Regression
3 1 (25.00%) Image Processing
3 1 (25.00%) Hadoop
3 1 (25.00%) C++
3 1 (25.00%) SQL
3 1 (25.00%) MySQL

Machine Learning
Co-occurring IT Skills in Camberley 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 (25.00%) Apache Spark
Database & Business Intelligence
1 2 (50.00%) Power BI
2 1 (25.00%) Apache Hive
2 1 (25.00%) Big Data
2 1 (25.00%) Data Mining
2 1 (25.00%) Hadoop
2 1 (25.00%) MySQL
2 1 (25.00%) NoSQL
2 1 (25.00%) Yellowfin
General
1 1 (25.00%) Marketing
Job Titles
1 2 (50.00%) Machine Learning Engineer
1 2 (50.00%) Research Engineer
2 1 (25.00%) Artificial Intelligence Engineer
2 1 (25.00%) Business Intelligence Developer
2 1 (25.00%) Data Engineer
2 1 (25.00%) Data Scientist
2 1 (25.00%) Developer
2 1 (25.00%) Power BI Developer
Libraries, Frameworks & Software Standards
1 1 (25.00%) Bokeh
1 1 (25.00%) D3.js
1 1 (25.00%) OpenCV
1 1 (25.00%) Pandas
Miscellaneous
1 3 (75.00%) Algorithms
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Fintech
Processes & Methodologies
1 2 (50.00%) Analytics
1 2 (50.00%) Computer Vision
1 2 (50.00%) Neural Network
1 2 (50.00%) Statistical Analysis
1 2 (50.00%) Visualisation
2 1 (25.00%) A/B Testing
2 1 (25.00%) Actionable Insight
2 1 (25.00%) Convolutional Neural Network
2 1 (25.00%) Customer Segmentation
2 1 (25.00%) Dashboard Development
2 1 (25.00%) Data Engineering
2 1 (25.00%) Data Science
2 1 (25.00%) ETL Development
2 1 (25.00%) Image Processing
2 1 (25.00%) Logistic Regression
2 1 (25.00%) Master Data Management
2 1 (25.00%) Pattern Recognition
2 1 (25.00%) Performance Metrics
2 1 (25.00%) Predictive Modelling
2 1 (25.00%) Stakeholder and Relationship Management
Programming Languages
1 3 (75.00%) Python
2 1 (25.00%) C++
2 1 (25.00%) MATLAB
2 1 (25.00%) R
2 1 (25.00%) SQL
Qualifications
1 2 (50.00%) PhD
2 1 (25.00%) Degree
2 1 (25.00%) Master's Degree
2 1 (25.00%) MBA
Vendors
1 1 (25.00%) Tableau
1 1 (25.00%) Talend