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 29 March 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
England / South East
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 371 450 452
Rank change year-on-year +79 +2  
Permanent jobs citing Statistical Modelling 23 7 15
As % of all permanent IT jobs advertised in the South East 0.15% 0.036% 0.072%
As % of the Processes & Methodologies category 0.18% 0.041% 0.084%
Number of salaries quoted 13 6 12
Median salary £65,000 £52,500 £55,000
Median salary % change year-on-year +23.80% -4.54%  
90% offered a salary of more than £38,100 £34,250 £45,250
10% offered a salary of more than £70,000 £59,500 £62,500
UK excluding London median salary £42,500 £55,000 £50,000
% change year-on-year -22.72% +10.00%  

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 12927 17060 17753
As % of all permanent IT job vacancies advertised in the South East 86.14% 87.14% 85.77%
Number of salaries quoted 10616 14363 14129
Median salary £47,500 £47,500 £46,000
Median salary % change year-on-year - +3.26%  
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £67,500 £67,500 £70,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 29 March 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 29 March 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 +47 7 £65,000 +9.24% 2
Kent - 6 £37,000 -
Oxfordshire - 5 £70,000 - 1
Berkshire - 2 - -
Buckinghamshire +17 1 £42,500 +21.42%
Statistical Modelling
England

For the 6 months to 29 March 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 33 (89.19%) SQL
2 28 (75.68%) R
3 27 (72.97%) Python
4 21 (56.76%) Degree
5 19 (51.35%) Big Data
5 19 (51.35%) Analytics
6 18 (48.65%) Hadoop
7 17 (45.95%) Mathematics
7 17 (45.95%) Machine Learning
8 14 (37.84%) Marketing
9 13 (35.14%) Statistics
9 13 (35.14%) Finance
10 12 (32.43%) Java
10 12 (32.43%) Analytical Skills
11 10 (27.03%) Data Analysis
11 10 (27.03%) NoSQL
11 10 (27.03%) Apache Spark
12 7 (18.92%) Time Series Analysis
12 7 (18.92%) Algorithms
12 7 (18.92%) Apache Cassandra
12 7 (18.92%) MapReduce
12 7 (18.92%) Tableau
12 7 (18.92%) Predictive Modelling
12 7 (18.92%) C++
12 7 (18.92%) PhD
12 7 (18.92%) Data Mining
13 6 (16.22%) SAS
13 6 (16.22%) PL/SQL
13 6 (16.22%) MS Office
13 6 (16.22%) Oracle

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 10 (27.03%) Apache Spark
2 6 (16.22%) Apache Pig
2 6 (16.22%) SAS
Applications
1 6 (16.22%) MS Office
2 3 (8.11%) MS Excel
3 1 (2.70%) Mathcad
3 1 (2.70%) Simulink
Business Applications
1 1 (2.70%) FastStats
Cloud Services
1 1 (2.70%) Microsoft Azure
Communications & Networking
1 3 (8.11%) MVNO
Database & Business Intelligence
1 19 (51.35%) Big Data
2 18 (48.65%) Hadoop
3 10 (27.03%) NoSQL
4 7 (18.92%) Apache Cassandra
4 7 (18.92%) Data Mining
5 6 (16.22%) MongoDB
6 4 (10.81%) Base SAS
6 4 (10.81%) Data Warehouse
7 3 (8.11%) Apache Hive
7 3 (8.11%) HCatalog
7 3 (8.11%) MySQL
7 3 (8.11%) RDBMS
7 3 (8.11%) Relational Database
8 1 (2.70%) Azure SQL Database
8 1 (2.70%) HBase
8 1 (2.70%) SQL Server
8 1 (2.70%) SQL Server Reporting Services
General
1 14 (37.84%) Marketing
2 13 (35.14%) Finance
3 4 (10.81%) Retail
4 3 (8.11%) Telecoms
5 1 (2.70%) Electronics
Job Titles
1 18 (48.65%) Analyst
2 11 (29.73%) Data Scientist
2 11 (29.73%) Senior Analyst
3 10 (27.03%) Data Analyst
4 6 (16.22%) Senior Data Analyst
5 5 (13.51%) Insight Analyst
5 5 (13.51%) Senior Manager
6 4 (10.81%) Data Manager
7 3 (8.11%) Big Data Analyst
7 3 (8.11%) Senior Data Scientist
7 3 (8.11%) Senior Insight Analyst
8 2 (5.41%) SAS Analyst
8 2 (5.41%) Senior SAS Analyst
9 1 (2.70%) Analyst Programmer
9 1 (2.70%) Data Programmer
9 1 (2.70%) Programmer
9 1 (2.70%) SQL Analyst
9 1 (2.70%) SSRS Analyst
9 1 (2.70%) Strategy Analyst
Libraries, Frameworks & Software Standards
1 3 (8.11%) Torch
Miscellaneous
1 12 (32.43%) Analytical Skills
2 7 (18.92%) Algorithms
3 6 (16.22%) Credit Risk
3 6 (16.22%) Data Structures
4 4 (10.81%) Computer Science
5 1 (2.70%) Management Information System
Operating Systems
1 1 (2.70%) Windows
Processes & Methodologies
1 19 (51.35%) Analytics
2 17 (45.95%) Machine Learning
2 17 (45.95%) Mathematics
3 13 (35.14%) Statistics
4 10 (27.03%) Data Analysis
5 7 (18.92%) MapReduce
5 7 (18.92%) Predictive Modelling
5 7 (18.92%) Time Series Analysis
6 6 (16.22%) Decision Tree
6 6 (16.22%) Visualisation
7 5 (13.51%) Actionable Insight
7 5 (13.51%) Data Modelling
7 5 (13.51%) Propensity Modelling
8 4 (10.81%) Linear Regression
8 4 (10.81%) Logistic Regression
9 3 (8.11%) Artificial Intelligence
9 3 (8.11%) Monte Carlo Method
9 3 (8.11%) Neural Network
9 3 (8.11%) Operations Research
9 3 (8.11%) Software Engineering
Programming Languages
1 33 (89.19%) SQL
2 28 (75.68%) R
3 27 (72.97%) Python
4 12 (32.43%) Java
5 7 (18.92%) C++
6 6 (16.22%) PL/SQL
7 5 (13.51%) MATLAB
7 5 (13.51%) VBA
8 4 (10.81%) Perl
9 3 (8.11%) C
9 3 (8.11%) Julia
9 3 (8.11%) T-SQL
10 1 (2.70%) C#
10 1 (2.70%) Fortran
10 1 (2.70%) VB
Qualifications
1 21 (56.76%) Degree
2 7 (18.92%) PhD
Quality Assurance & Compliance
1 3 (8.11%) Data Quality
2 2 (5.41%) QA
Vendors
1 7 (18.92%) Tableau
2 6 (16.22%) Oracle
3 3 (8.11%) MapR
3 3 (8.11%) Teradata
4 1 (2.70%) Microsoft
Banbury, Oxfordshire
Auburn Rose
Salary: From £50,000 to £55,000 per annum + Benefits
Posted: Yesterday
Staines
Centrica
Salary: £100,000 - including bonus
Posted: 22 days ago
West Sussex
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 27 days ago