Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Surrey with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Modelling over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
South East > Surrey
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 254 262 301
Rank change year-on-year +8 +39 +15
Permanent jobs citing Statistical Modelling 5 5 4
As % of all permanent IT jobs advertised in Surrey 0.080% 0.075% 0.047%
As % of the Processes & Methodologies category 0.090% 0.088% 0.054%
Number of salaries quoted 6 3 3
Surrey median annual salary £67,500 £40,000 £48,000
Median salary % change year-on-year +68.75% -16.67% +20.00%
10th Percentile £50,625 £34,900 £46,300
90th Percentile £77,500 £42,500 £49,900
South East median annual salary £70,000 £52,500 £47,500
% change year-on-year +33.33% +10.53% -5.00%

Statistical Modelling 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 Surrey with a requirement for process or methodology skills.

All Process and Methodology Skills
Surrey
Permanent vacancies with a requirement for process or methodology skills 5529 5686 7438
As % of all permanent IT jobs advertised in Surrey 88.85% 85.68% 87.13%
Number of salaries quoted 4473 4758 6464
Surrey median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £29,750 £28,500 £26,250
90th Percentile £68,500 £70,000 £67,500
South East median annual salary £45,000 £45,000 £45,000

Statistical Modelling
Job Vacancy Trend in Surrey

Job postings citing Statistical Modelling as a percentage of all IT jobs advertised in Surrey.

Job vacancy trend for Statistical Modelling in Surrey

Statistical Modelling
Salary Trend in Surrey

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

Salary trend for Statistical Modelling in Surrey

Statistical Modelling
Salary Histogram in Surrey

The salary distribution of IT jobs citing Statistical Modelling in Surrey over the 6 months to 23 November 2017.

Salary histogram for Statistical Modelling in Surrey

Statistical 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 Statistical Modelling within the Surrey region over the 6 months to 23 November 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
Staines +3 1 £60,000 -
Guildford - 1 £65,000 -
Statistical Modelling
South East

For the 6 months to 23 November 2017, IT jobs citing Statistical 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 Statistical Modelling.

1 4 (80.00%) Python
1 4 (80.00%) Machine Learning
1 4 (80.00%) Analytics
2 3 (60.00%) Apache Spark
2 3 (60.00%) Data Analytics
2 3 (60.00%) Apache Hive
2 3 (60.00%) R
2 3 (60.00%) SAS
2 3 (60.00%) Mathematics
3 2 (40.00%) Applied Mathematics
3 2 (40.00%) MATLAB
3 2 (40.00%) Business Intelligence
3 2 (40.00%) SQL
3 2 (40.00%) Pattern Recognition
3 2 (40.00%) Hadoop
3 2 (40.00%) Natural Language Processing
3 2 (40.00%) HBase
3 2 (40.00%) Apache Cassandra
3 2 (40.00%) Big Data
3 2 (40.00%) Data Lake
3 2 (40.00%) Deep Learning
4 1 (20.00%) Relational Database
4 1 (20.00%) Impala
4 1 (20.00%) Kalman Filter
4 1 (20.00%) Pandas
4 1 (20.00%) Analytical Skills
4 1 (20.00%) Apache Pig
4 1 (20.00%) Amazon DynamoDB
4 1 (20.00%) Decision Tree
4 1 (20.00%) Actionable Insight

Statistical 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 (60.00%) Apache Spark
1 3 (60.00%) SAS
2 1 (20.00%) Apache Pig
Applications
1 1 (20.00%) GNU Octave
Cloud Services
1 1 (20.00%) Cloud Computing
1 1 (20.00%) Google Cloud Platform
1 1 (20.00%) Microsoft Azure
Database & Business Intelligence
1 3 (60.00%) Apache Hive
2 2 (40.00%) Apache Cassandra
2 2 (40.00%) Big Data
2 2 (40.00%) Data Lake
2 2 (40.00%) Hadoop
2 2 (40.00%) HBase
3 1 (20.00%) Amazon DynamoDB
3 1 (20.00%) Impala
3 1 (20.00%) MongoDB
3 1 (20.00%) Relational Database
General
1 1 (20.00%) Electronics
1 1 (20.00%) Marketing
1 1 (20.00%) Retail
Job Titles
1 4 (80.00%) Data Scientist
2 2 (40.00%) Senior Data Scientist
3 1 (20.00%) Analyst
3 1 (20.00%) Architect
3 1 (20.00%) Data Analytics Architect
3 1 (20.00%) Data Analytics Scientist
3 1 (20.00%) Data Architect
3 1 (20.00%) Insight Analyst
3 1 (20.00%) SAS Analyst
3 1 (20.00%) SAS Insight Analyst
3 1 (20.00%) SQL Analyst
Libraries, Frameworks & Software Standards
1 2 (40.00%) Natural Language Processing
2 1 (20.00%) NumPy
2 1 (20.00%) Pandas
Miscellaneous
1 1 (20.00%) Analytical Skills
1 1 (20.00%) Computer Science
1 1 (20.00%) Credit Risk
Processes & Methodologies
1 4 (80.00%) Analytics
1 4 (80.00%) Machine Learning
2 3 (60.00%) Data Analytics
2 3 (60.00%) Mathematics
3 2 (40.00%) Applied Mathematics
3 2 (40.00%) Business Intelligence
3 2 (40.00%) Deep Learning
3 2 (40.00%) Pattern Recognition
4 1 (20.00%) Actionable Insight
4 1 (20.00%) Artificial Intelligence
4 1 (20.00%) Data Architecture
4 1 (20.00%) Data Management
4 1 (20.00%) Data Modelling
4 1 (20.00%) Decision Tree
4 1 (20.00%) Kalman Filter
4 1 (20.00%) Statistical Analysis
4 1 (20.00%) Web Analytics
Programming Languages
1 4 (80.00%) Python
2 3 (60.00%) R
3 2 (40.00%) MATLAB
3 2 (40.00%) SQL
4 1 (20.00%) C++
4 1 (20.00%) Java
Qualifications
1 1 (20.00%) PhD
Vendors
1 1 (20.00%) Google
1 1 (20.00%) Microsoft