Period
to 27 July 2017

The following table provides summary statistics for permanent job vacancies advertised in Surrey with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Analytics over the 6 months to 27 July 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
South East > Surrey
6 months to
27 Jul 2017
Same period 2016 Same period 2015
Rank 237 281 291
Rank change year-on-year +44 +10 +34
Permanent jobs citing Predictive Analytics 12 10 18
As % of all permanent IT jobs advertised in Surrey 0.21% 0.13% 0.20%
As % of the Processes & Methodologies category 0.24% 0.15% 0.23%
Number of salaries quoted 12 10 18
Surrey median annual salary £60,000 £45,000 £42,750
Median salary % change year-on-year +33.33% +5.26% +31.54%
10th Percentile £44,125 £36,250 £31,175
90th Percentile £68,750 £60,375 £93,750
South East median annual salary £61,250 £50,000 £42,500
% change year-on-year +22.50% +17.65% -5.56%

Predictive Analytics 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 4907 6705 7958
As % of all permanent IT job vacancies advertised in Surrey 86.73% 85.86% 86.96%
Number of salaries quoted 3940 5673 6744
Surrey median annual salary £48,500 £46,000 £46,500
Median salary % change year-on-year +5.43% -1.08% +3.33%
10th Percentile £29,750 £27,500 £26,250
90th Percentile £68,750 £70,000 £67,500
South East median annual salary £45,000 £45,000 £45,000

Predictive Analytics
Job Vacancy Trend in Surrey

Job postings citing Predictive Analytics as a percentage of all IT jobs advertised in Surrey.

Job vacancy trend for Predictive Analytics in Surrey

Predictive Analytics
Salary Trend in Surrey

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

Salary trend for Predictive Analytics in Surrey

Predictive Analytics
Salary Histogram in Surrey

The salary distribution of IT jobs citing Predictive Analytics in Surrey over the 6 months to 27 July 2017.

Salary histogram for Predictive Analytics in Surrey

Predictive Analytics
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 Analytics within the Surrey region over the 6 months to 27 July 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Guildford +24 3 £60,000 +26.32%
Leatherhead - 3 £47,500 -
Predictive Analytics
South East

For the 6 months to 27 July 2017, IT jobs citing Predictive Analytics 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 Analytics.

1 12 (100.00%) Analytics
2 9 (75.00%) Machine Learning
2 9 (75.00%) Big Data
2 9 (75.00%) SQL
2 9 (75.00%) Python
2 9 (75.00%) Degree
3 6 (50.00%) Statistics
3 6 (50.00%) Mathematics
3 6 (50.00%) Scala
3 6 (50.00%) Hadoop
3 6 (50.00%) MongoDB
3 6 (50.00%) Agile Software Development
3 6 (50.00%) R
4 3 (25.00%) Entity Framework
4 3 (25.00%) Data Visualisation
4 3 (25.00%) Natural Language Processing
4 3 (25.00%) SOLID
4 3 (25.00%) Complexity Analysis
4 3 (25.00%) Greenfield Project
4 3 (25.00%) Numerate Degree
4 3 (25.00%) Bayesian Methods
4 3 (25.00%) Mentoring
4 3 (25.00%) Analytical Skills
4 3 (25.00%) Microservices
4 3 (25.00%) Apache Spark
4 3 (25.00%) Algorithms
4 3 (25.00%) TDD
4 3 (25.00%) Data Analysis
4 3 (25.00%) C#
4 3 (25.00%) C++

Predictive Analytics
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 (25.00%) Apache Spark
1 3 (25.00%) SAS
Database & Business Intelligence
1 9 (75.00%) Big Data
2 6 (50.00%) Hadoop
2 6 (50.00%) MongoDB
3 3 (25.00%) Data Mining
3 3 (25.00%) NoSQL
3 3 (25.00%) SQL Server
Job Titles
1 6 (50.00%) Data Scientist
2 3 (25.00%) C# Developer
2 3 (25.00%) Developer
2 3 (25.00%) Digital Project Manager
2 3 (25.00%) Project Manager
3 1 (8.33%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 3 (25.00%) .NET
1 3 (25.00%) .NET Framework
1 3 (25.00%) Entity Framework
1 3 (25.00%) Natural Language Processing
1 3 (25.00%) NHibernate
1 3 (25.00%) RESTful
Miscellaneous
1 3 (25.00%) Algorithms
1 3 (25.00%) Analytical Skills
1 3 (25.00%) Computer Science
1 3 (25.00%) Greenfield Project
1 3 (25.00%) Social Media
Processes & Methodologies
1 12 (100.00%) Analytics
2 9 (75.00%) Machine Learning
3 6 (50.00%) Agile Software Development
3 6 (50.00%) Mathematics
3 6 (50.00%) Statistics
4 3 (25.00%) Bayesian Methods
4 3 (25.00%) Cluster Analysis
4 3 (25.00%) Complexity Analysis
4 3 (25.00%) Data Analysis
4 3 (25.00%) Dependency Injection
4 3 (25.00%) Mentoring
4 3 (25.00%) Multithreading
4 3 (25.00%) OO
4 3 (25.00%) Open Source
4 3 (25.00%) Physics
4 3 (25.00%) Software Engineering
4 3 (25.00%) SOLID
4 3 (25.00%) TDD
4 3 (25.00%) Unit Testing
4 3 (25.00%) Visualisation
Programming Languages
1 9 (75.00%) Python
1 9 (75.00%) SQL
2 6 (50.00%) R
2 6 (50.00%) Scala
3 3 (25.00%) C#
3 3 (25.00%) C++
3 3 (25.00%) MATLAB
3 3 (25.00%) T-SQL
Qualifications
1 9 (75.00%) Degree
2 3 (25.00%) Numerate Degree
3 2 (16.67%) SC Cleared
3 2 (16.67%) Security Cleared