The table below looks at the statistics for Statistical Modelling skills in IT jobs advertised for the South East region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Modelling over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Statistical Modelling
England / South East
Rank 374 428 449
Rank change year-on-year
+54 +21
Permanent jobs citing Statistical Modelling 20 12 22
As % of all permanent IT jobs located in the South East 0.13% 0.062% 0.11%
As % of the Processes & Methodologies category 0.16% 0.072% 0.12%
Number of salaries quoted 11 10 17
Median salary £58,500 £50,000 £50,000
Median salary % change year-on-year
+17.00% -
90% offered a salary of more than £37,000 £34,850 £42,500
10% offered a salary of more than £70,000 £55,450 £62,500
UK excluding London median salary £42,500 £65,000 £45,000
% change year-on-year
-34.61% +44.44%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the South East region.

Processes & Methodologies Category
South East
Permanent IT job ads with a match in the
Processes & Methodologies category
12744 16735 17755
As % of all permanent IT jobs located in the South East 85.95% 87.10% 85.45%
Number of salaries quoted 10379 14245 14376
Median salary £47,500 £47,500 £45,000
Median salary % change year-on-year
- +5.55%
90% offered a salary of more than £31,500 £30,791 £30,000
10% offered a salary of more than £67,050 £67,500 £67,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Statistical Modelling
Jobs Demand Trend in the South East

The demand trend of job ads across the South East region citing Statistical Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Statistical Modelling Jobs Demand Trend 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 across the South East region.

Statistical Modelling Salary Trend in the South East

Statistical Modelling
Salary Histogram in the South East

This chart provides a salary histogram for IT jobs citing Statistical Modelling across the South East region over the 3 months to 24 February 2017.

Statistical Modelling Salary Histogram 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 24 February 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
Kent - 6 £37,000 -
Oxfordshire - 6 £62,500 -
Berkshire - 3 - -
Surrey +48 2 £42,500 -25.76% 1
Buckinghamshire +19 1 £42,500 +21.42%
Statistical Modelling
England

Statistical Modelling
Top 30 Related IT Skills in the South East

For the 6 months to 24 February 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 28 (90.32%) SQL
2 27 (87.10%) R
3 21 (67.74%) Python
4 18 (58.06%) Degree
5 17 (54.84%) Big Data
6 15 (48.39%) Analytics
6 15 (48.39%) Mathematics
7 14 (45.16%) Finance
7 14 (45.16%) Marketing
8 12 (38.71%) Hadoop
9 11 (35.48%) Machine Learning
10 10 (32.26%) Java
11 8 (25.81%) Data Analysis
11 8 (25.81%) Analytical Skills
11 8 (25.81%) Apache Spark
12 7 (22.58%) Tableau
12 7 (22.58%) Apache Cassandra
12 7 (22.58%) NoSQL
12 7 (22.58%) Predictive Modelling
12 7 (22.58%) Statistics
12 7 (22.58%) Credit Risk
12 7 (22.58%) SAS
13 6 (19.35%) PL/SQL
13 6 (19.35%) C++
13 6 (19.35%) Oracle
13 6 (19.35%) MS Office
13 6 (19.35%) MongoDB
13 6 (19.35%) MapReduce
13 6 (19.35%) Propensity Modelling
14 5 (16.13%) Data Structures

Statistical Modelling
Top Related 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 8 (25.81%) Apache Spark
2 7 (22.58%) SAS
3 3 (9.68%) Apache Pig
4 1 (3.23%) Apache
Applications
1 6 (19.35%) MS Office
2 4 (12.90%) MS Excel
Business Applications
1 1 (3.23%) FastStats
Cloud Services
1 1 (3.23%) Microsoft Azure
Communications & Networking
1 3 (9.68%) MVNO
Database & Business Intelligence
1 17 (54.84%) Big Data
2 12 (38.71%) Hadoop
3 7 (22.58%) Apache Cassandra
3 7 (22.58%) NoSQL
4 6 (19.35%) MongoDB
5 5 (16.13%) Base SAS
5 5 (16.13%) Data Warehouse
6 4 (12.90%) Data Mining
6 4 (12.90%) RDBMS
6 4 (12.90%) Relational Database
7 3 (9.68%) MySQL
8 1 (3.23%) Apache Hive
8 1 (3.23%) Azure SQL Database
8 1 (3.23%) HCatalog
8 1 (3.23%) SQL Server
8 1 (3.23%) SQL Server Reporting Services
General
1 14 (45.16%) Finance
1 14 (45.16%) Marketing
2 4 (12.90%) Retail
3 3 (9.68%) Telecoms
Job Titles
1 15 (48.39%) Analyst
2 11 (35.48%) Data Scientist
3 9 (29.03%) Senior Analyst
4 7 (22.58%) Data Analyst
5 5 (16.13%) Insight Analyst
6 4 (12.90%) Senior Data Analyst
7 3 (9.68%) Senior Data Scientist
7 3 (9.68%) Senior Insight Analyst
8 2 (6.45%) SAS Analyst
8 2 (6.45%) Senior Manager
8 2 (6.45%) Senior SAS Analyst
9 1 (3.23%) Big Data Analyst
9 1 (3.23%) SQL Analyst
9 1 (3.23%) SSRS Analyst
9 1 (3.23%) Strategy Analyst
Libraries, Frameworks & Software Standards
1 3 (9.68%) Torch
2 1 (3.23%) Cascading
2 1 (3.23%) Natural Language Processing
Miscellaneous
1 8 (25.81%) Analytical Skills
2 7 (22.58%) Credit Risk
3 5 (16.13%) Data Structures
4 4 (12.90%) Algorithms
5 2 (6.45%) Computer Science
6 1 (3.23%) Management Information System
Operating Systems
1 1 (3.23%) Linux
1 1 (3.23%) Unix
1 1 (3.23%) Windows
Processes & Methodologies
1 15 (48.39%) Analytics
1 15 (48.39%) Mathematics
2 11 (35.48%) Machine Learning
3 8 (25.81%) Data Analysis
4 7 (22.58%) Predictive Modelling
4 7 (22.58%) Statistics
5 6 (19.35%) MapReduce
5 6 (19.35%) Propensity Modelling
6 5 (16.13%) Actionable Insight
6 5 (16.13%) Decision Tree
6 5 (16.13%) Logistic Regression
7 4 (12.90%) Artificial Intelligence
7 4 (12.90%) Linear Regression
7 4 (12.90%) Open Source
7 4 (12.90%) Visualisation
8 3 (9.68%) Data Analytics
8 3 (9.68%) Data Munging
8 3 (9.68%) Data Visualisation
8 3 (9.68%) Neural Network
8 3 (9.68%) Time Series Analysis
Programming Languages
1 28 (90.32%) SQL
2 27 (87.10%) R
3 21 (67.74%) Python
4 10 (32.26%) Java
5 6 (19.35%) C++
5 6 (19.35%) PL/SQL
6 5 (16.13%) VBA
7 3 (9.68%) C
7 3 (9.68%) Julia
7 3 (9.68%) T-SQL
8 1 (3.23%) MATLAB
8 1 (3.23%) Perl
8 1 (3.23%) Scala
Qualifications
1 18 (58.06%) Degree
2 5 (16.13%) PhD
Quality Assurance & Compliance
1 3 (9.68%) Data Quality
2 2 (6.45%) QA
Vendors
1 7 (22.58%) Tableau
2 6 (19.35%) Oracle
3 3 (9.68%) MapR
3 3 (9.68%) Teradata
4 1 (3.23%) Microsoft