Period
to 21 September 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 21 September 2018 with a comparison to the same period in the previous 2 years.

Machine Learning
Surrey > Camberley
6 months to
21 Sep 2018
Same period 2017 Same period 2016
Rank 31 28 -
Rank change year-on-year -3 - -
Permanent jobs citing Machine Learning 5 1 0
As % of all permanent IT jobs advertised in Camberley 2.76% 0.81% -
As % of the Processes & Methodologies category 3.11% 0.96% -
Number of salaries quoted 5 1 0
Camberley median annual salary £60,000 £62,500 -
Median salary % change year-on-year -4.00% - -
Surrey median annual salary £52,500 £60,000 £70,000
% change year-on-year -12.50% -14.29% +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 161 104 158
As % of all permanent IT jobs advertised in Camberley 88.95% 84.55% 74.18%
Number of salaries quoted 123 103 125
Camberley median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% +6.25%
10th Percentile £36,500 £27,500 £30,000
90th Percentile £76,000 £67,500 £63,750
Surrey median annual salary £50,000 £48,000 £47,500
% change year-on-year +4.17% +1.05% +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 21 September 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 5 (100.00%) Python
2 4 (80.00%) Neural Network
2 4 (80.00%) Statistical Analysis
2 4 (80.00%) Visualisation
2 4 (80.00%) Analytics
2 4 (80.00%) Algorithms
2 4 (80.00%) Power BI
3 3 (60.00%) Actionable Insight
3 3 (60.00%) Hadoop
3 3 (60.00%) Data Engineering
3 3 (60.00%) Bokeh
3 3 (60.00%) A/B Testing
3 3 (60.00%) Data Science
3 3 (60.00%) Master Data Management
3 3 (60.00%) Customer Segmentation
3 3 (60.00%) Pandas
3 3 (60.00%) Analytical Skills
3 3 (60.00%) Apache Spark
3 3 (60.00%) MapReduce
3 3 (60.00%) Tableau
3 3 (60.00%) D3.js
3 3 (60.00%) Big Data
3 3 (60.00%) Talend
3 3 (60.00%) R
3 3 (60.00%) Predictive Modelling
3 3 (60.00%) Pattern Recognition
3 3 (60.00%) Apache Hive
3 3 (60.00%) Logistic Regression
3 3 (60.00%) Data Mining
3 3 (60.00%) MATLAB

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 3 (60.00%) Apache Spark
Database & Business Intelligence
1 4 (80.00%) Power BI
2 3 (60.00%) Apache Hive
2 3 (60.00%) Big Data
2 3 (60.00%) Data Mining
2 3 (60.00%) Hadoop
3 1 (20.00%) MySQL
3 1 (20.00%) NoSQL
3 1 (20.00%) Yellowfin
General
1 1 (20.00%) Marketing
Job Titles
1 3 (60.00%) Data Engineer
1 3 (60.00%) Data Scientist
2 1 (20.00%) Artificial Intelligence Engineer
2 1 (20.00%) Business Intelligence Developer
2 1 (20.00%) Developer
2 1 (20.00%) Machine Learning Engineer
2 1 (20.00%) Power BI Developer
2 1 (20.00%) Research Engineer
Libraries, Frameworks & Software Standards
1 3 (60.00%) Bokeh
1 3 (60.00%) D3.js
1 3 (60.00%) Pandas
2 1 (20.00%) OpenCV
Miscellaneous
1 4 (80.00%) Algorithms
2 3 (60.00%) Analytical Skills
3 1 (20.00%) Fintech
Processes & Methodologies
1 4 (80.00%) Analytics
1 4 (80.00%) Neural Network
1 4 (80.00%) Statistical Analysis
1 4 (80.00%) Visualisation
2 3 (60.00%) A/B Testing
2 3 (60.00%) Actionable Insight
2 3 (60.00%) Customer Segmentation
2 3 (60.00%) Data Engineering
2 3 (60.00%) Data Science
2 3 (60.00%) Logistic Regression
2 3 (60.00%) MapReduce
2 3 (60.00%) Master Data Management
2 3 (60.00%) Pattern Recognition
2 3 (60.00%) Predictive Modelling
3 1 (20.00%) Business Analytics
3 1 (20.00%) Computer Vision
3 1 (20.00%) Convolutional Neural Network
3 1 (20.00%) Data Visualisation
3 1 (20.00%) Performance Metrics
3 1 (20.00%) Stakeholder and Relationship Management
Programming Languages
1 5 (100.00%) Python
2 3 (60.00%) MATLAB
2 3 (60.00%) R
3 1 (20.00%) C++
3 1 (20.00%) SQL
Qualifications
1 1 (20.00%) Degree
1 1 (20.00%) Master's Degree
1 1 (20.00%) MBA
Vendors
1 3 (60.00%) Tableau
1 3 (60.00%) Talend