The following table provides summary statistics for permanent job vacancies advertised in Surrey with a requirement for Predictive Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Modelling over the 3 months to 23 June 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
South East / Surrey
3 months to
23 Jun 2017
Same period 2016 Same period 2015
Rank 158 197 221
Rank change year-on-year +39 +24  
Permanent jobs citing Predictive Modelling 5 1 2
As % of all permanent IT jobs advertised in Surrey 0.18% 0.027% 0.044%
As % of the Processes & Methodologies category 0.21% 0.032% 0.050%
Number of salaries quoted 5 0 2
Median salary £55,000 - £42,500
UK excluding London median salary £41,000 £47,500 £37,500
% change year-on-year -13.68% +26.66%  

Predictive Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Surrey with a requirement for process and methodology skills.

Process & Methodology Skills
Surrey
Permanent job vacancies with a requirement for process and methodology skills 2384 3160 4011
As % of all permanent IT job vacancies advertised in Surrey 87.45% 84.81% 87.35%
Number of salaries quoted 1935 2681 3385
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26%  
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £67,500 £66,500 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Predictive Modelling
Job Vacancy Trend in Surrey

The job posting trend of jobs advertised in Surrey citing Predictive Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Predictive Modelling in Surrey

Predictive Modelling
Salary Trend in Surrey

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Predictive Modelling in Surrey.

Salary trend for Predictive Modelling in Surrey

Predictive Modelling
Salary Histogram in Surrey

The salary distribution of IT jobs citing Predictive Modelling in Surrey over the 3 months to 23 June 2017.

Salary histogram for Predictive Modelling in Surrey

Predictive Modelling
Job Locations in Surrey

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the Surrey region over the 3 months to 23 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reigate - 4 £60,000 -
Staines - 1 £55,000 -
Predictive Modelling
South East

For the 6 months to 23 June 2017, IT jobs citing Predictive Modelling also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Surrey region with a requirement for Predictive Modelling.

1 4 (50.00%) PhD
1 4 (50.00%) Python
1 4 (50.00%) Finance
1 4 (50.00%) Statistics
1 4 (50.00%) R
1 4 (50.00%) Machine Learning
1 4 (50.00%) Statistical Modelling
1 4 (50.00%) Analytics
2 3 (37.50%) Apache Pig
2 3 (37.50%) Oozie
2 3 (37.50%) Impala
2 3 (37.50%) Data Privacy
2 3 (37.50%) Apache Spark
2 3 (37.50%) Data Quality
2 3 (37.50%) Big Data
2 3 (37.50%) MapReduce
2 3 (37.50%) Computer Science
2 3 (37.50%) Hadoop
2 3 (37.50%) Apache Hive
2 3 (37.50%) Degree
2 3 (37.50%) Software Engineering
2 3 (37.50%) Electronics
2 3 (37.50%) Workflow
2 3 (37.50%) Data Modelling
2 3 (37.50%) ETL
3 2 (25.00%) Smartphone
3 2 (25.00%) Line Management
3 2 (25.00%) Coaching
4 1 (12.50%) Analytical Skills
4 1 (12.50%) Power BI

Predictive Modelling
Co-occurring IT Skills in Surrey 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 (37.50%) Apache Pig
1 3 (37.50%) Apache Spark
Applications
1 1 (12.50%) Microsoft Excel
Database & Business Intelligence
1 3 (37.50%) Apache Hive
1 3 (37.50%) Big Data
1 3 (37.50%) Hadoop
1 3 (37.50%) Impala
2 1 (12.50%) BusinessObjects
2 1 (12.50%) Power BI
2 1 (12.50%) QlikView
General
1 4 (50.00%) Finance
2 3 (37.50%) Electronics
Job Titles
1 3 (37.50%) Analyst
1 3 (37.50%) Big Data Engineer
1 3 (37.50%) Data Engineer
2 2 (25.00%) Data Scientist
2 2 (25.00%) Pricing Analyst
3 1 (12.50%) Business Intelligence Analyst
3 1 (12.50%) Senior Analyst
3 1 (12.50%) Senior Data Scientist
3 1 (12.50%) Senior Pricing Analyst
Miscellaneous
1 3 (37.50%) Computer Science
2 2 (25.00%) Smartphone
3 1 (12.50%) Analytical Skills
Processes & Methodologies
1 4 (50.00%) Analytics
1 4 (50.00%) Machine Learning
1 4 (50.00%) Statistical Modelling
1 4 (50.00%) Statistics
2 3 (37.50%) Data Modelling
2 3 (37.50%) Data Privacy
2 3 (37.50%) ETL
2 3 (37.50%) MapReduce
2 3 (37.50%) Software Engineering
2 3 (37.50%) Workflow
3 2 (25.00%) Coaching
3 2 (25.00%) Line Management
4 1 (12.50%) Agile Software Development
4 1 (12.50%) Business Intelligence
4 1 (12.50%) Cluster Analysis
4 1 (12.50%) Data Visualisation
4 1 (12.50%) Regression Analysis
4 1 (12.50%) Time Series Analysis
4 1 (12.50%) Visualisation
Programming Languages
1 4 (50.00%) Python
1 4 (50.00%) R
Qualifications
1 4 (50.00%) PhD
2 3 (37.50%) Degree
Quality Assurance & Compliance
1 3 (37.50%) Data Quality
Systems Management
1 3 (37.50%) Oozie
Vendors
1 1 (12.50%) Tableau