The following table provides summary statistics for permanent job vacancies advertised in the South East 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 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
England / South East
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 361 421 465
Rank change year-on-year +60 +44  
Permanent jobs citing Statistical Modelling 19 21 18
As % of all permanent IT jobs advertised in the South East 0.13% 0.12% 0.084%
As % of the Processes & Methodologies category 0.15% 0.13% 0.098%
Number of salaries quoted 18 14 12
Median salary £50,000 £40,000 £42,500
Median salary % change year-on-year +25.00% -5.88%  
90% offered a salary of more than £38,000 £35,000 £36,500
10% offered a salary of more than £66,500 £61,250 £82,750
UK excluding London median salary £49,700 £45,000 £47,500
% change year-on-year +10.44% -5.26%  

Statistical 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 the South East with a requirement for process and methodology skills.

Process & Methodology Skills
South East
Permanent job vacancies with a requirement for process and methodology skills 12774 15798 18424
As % of all permanent IT job vacancies advertised in the South East 86.89% 86.67% 86.38%
Number of salaries quoted 10566 13274 14770
Median salary £47,500 £47,000 £45,000
Median salary % change year-on-year +1.06% +4.44%  
90% offered a salary of more than £30,500 £31,000 £30,000
10% offered a salary of more than £67,500 £65,000 £68,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Statistical Modelling
Job Vacancy Trend in the South East

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

Job vacancy trend for Statistical Modelling in the South East

Statistical Modelling
Salary Trend in the South East

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

Salary trend for Statistical Modelling in the South East

Statistical Modelling
Salary Histogram in the South East

The salary distribution of IT jobs citing Statistical Modelling in the South East over the 3 months to 26 June 2017.

Salary histogram for Statistical Modelling in the South East

Statistical Modelling
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Modelling within the South East region over the 3 months to 26 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
Surrey +27 6 £65,000 +62.50% 2
Hampshire +21 6 £55,000 +57.14%
Kent - 4 £35,000 -
Oxfordshire +12 3 £50,000 +11.11%
Statistical Modelling
England

For the 6 months to 26 June 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 South East region with a requirement for Statistical Modelling.

1 31 (75.61%) SQL
1 31 (75.61%) Python
2 27 (65.85%) R
3 24 (58.54%) Machine Learning
4 23 (56.10%) Analytics
5 22 (53.66%) Statistics
6 19 (46.34%) Mathematics
7 18 (43.90%) Degree
8 17 (41.46%) Finance
9 15 (36.59%) Big Data
9 15 (36.59%) Algorithms
10 14 (34.15%) Analytical Skills
11 13 (31.71%) PhD
11 13 (31.71%) Data Mining
11 13 (31.71%) Marketing
11 13 (31.71%) Data Analysis
12 11 (26.83%) Hadoop
13 10 (24.39%) Data Modelling
14 9 (21.95%) Statistical Analysis
14 9 (21.95%) Visualisation
15 8 (19.51%) Decision Tree
15 8 (19.51%) Numerate Degree
15 8 (19.51%) Physics
15 8 (19.51%) Computer Science
16 7 (17.07%) Apache Spark
16 7 (17.07%) Time Series Analysis
16 7 (17.07%) NoSQL
17 6 (14.63%) Data Visualisation
17 6 (14.63%) Data Analytics
17 6 (14.63%) Tableau

Statistical Modelling
Co-occurring IT Skills in the South East 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 7 (17.07%) Apache Spark
2 6 (14.63%) Apache Pig
3 5 (12.20%) SAS
Applications
1 6 (14.63%) Microsoft Excel
1 6 (14.63%) Microsoft Office
2 2 (4.88%) Mathcad
2 2 (4.88%) Simulink
Communications & Networking
1 3 (7.32%) MVNO
2 1 (2.44%) SMS
Database & Business Intelligence
1 15 (36.59%) Big Data
2 13 (31.71%) Data Mining
3 11 (26.83%) Hadoop
4 7 (17.07%) NoSQL
5 4 (9.76%) Relational Database
6 3 (7.32%) Apache Hive
6 3 (7.32%) Base SAS
6 3 (7.32%) Data Warehouse
6 3 (7.32%) HCatalog
7 2 (4.88%) MongoDB
7 2 (4.88%) SQLite
8 1 (2.44%) HBase
8 1 (2.44%) MySQL
Development Applications
1 1 (2.44%) RStudio
General
1 17 (41.46%) Finance
2 13 (31.71%) Marketing
3 6 (14.63%) Retail
4 3 (7.32%) Telecoms
5 2 (4.88%) Electronics
6 1 (2.44%) Advertising
Job Titles
1 22 (53.66%) Analyst
2 11 (26.83%) Data Analyst
2 11 (26.83%) Senior Analyst
3 9 (21.95%) Data Scientist
4 6 (14.63%) Insight Analyst
4 6 (14.63%) Senior Data Analyst
5 4 (9.76%) Data Manager
5 4 (9.76%) Senior Manager
6 3 (7.32%) Big Data Analyst
6 3 (7.32%) C++ Software Engineer
6 3 (7.32%) Senior Insight Analyst
6 3 (7.32%) Software Engineer
6 3 (7.32%) SQL Analyst
7 2 (4.88%) Analyst Programmer
7 2 (4.88%) Data Analytics Engineer
7 2 (4.88%) Data Analytics Scientist
7 2 (4.88%) Data Engineer
7 2 (4.88%) Data Programmer
7 2 (4.88%) Pricing Analyst
7 2 (4.88%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 3 (7.32%) Natural Language Processing
Miscellaneous
1 15 (36.59%) Algorithms
2 14 (34.15%) Analytical Skills
3 8 (19.51%) Computer Science
4 5 (12.20%) Credit Risk
5 3 (7.32%) Data Structures
6 1 (2.44%) Machine to Machine
Processes & Methodologies
1 24 (58.54%) Machine Learning
2 23 (56.10%) Analytics
3 22 (53.66%) Statistics
4 19 (46.34%) Mathematics
5 13 (31.71%) Data Analysis
6 10 (24.39%) Data Modelling
7 9 (21.95%) Statistical Analysis
7 9 (21.95%) Visualisation
8 8 (19.51%) Decision Tree
8 8 (19.51%) Physics
9 7 (17.07%) Time Series Analysis
10 6 (14.63%) Actionable Insight
10 6 (14.63%) Data Analytics
10 6 (14.63%) Data Visualisation
10 6 (14.63%) Predictive Modelling
10 6 (14.63%) Software Engineering
11 5 (12.20%) Data Munging
11 5 (12.20%) Propensity Modelling
12 4 (9.76%) Artificial Intelligence
12 4 (9.76%) MapReduce
Programming Languages
1 31 (75.61%) Python
1 31 (75.61%) SQL
2 27 (65.85%) R
3 6 (14.63%) C++
3 6 (14.63%) Java
3 6 (14.63%) MATLAB
4 4 (9.76%) Perl
4 4 (9.76%) VBA
5 3 (7.32%) JavaScript
5 3 (7.32%) T-SQL
6 2 (4.88%) C#
6 2 (4.88%) Fortran
6 2 (4.88%) VB
Qualifications
1 18 (43.90%) Degree
2 13 (31.71%) PhD
3 8 (19.51%) Numerate Degree
4 3 (7.32%) Master's Degree
Quality Assurance & Compliance
1 3 (7.32%) Data Quality
1 3 (7.32%) QA
Vendors
1 6 (14.63%) Tableau
2 3 (7.32%) Teradata
Surrey
Churchill Frank
Salary: £40000 - £45000 per annum + benefits
Posted: 2 days ago
Staines
Centrica
Salary: Package circa: £80,000 including Travel/Car allowance, Pension, bonus, Flexible benefits and 25 days annual leave, as well as the opportunity for flexible working.
Posted: 13 days ago