Period
to 20 November 2017

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 6 months to 20 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
England > South East
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 513 566 622
Rank change year-on-year +53 +56 +14
Permanent jobs citing Statistical Modelling 36 24 30
As % of all permanent IT jobs advertised in the South East 0.12% 0.069% 0.070%
As % of the Processes & Methodologies category 0.13% 0.079% 0.081%
Number of salaries quoted 37 20 26
South East median annual salary £70,000 £52,500 £46,250
Median salary % change year-on-year +33.33% +13.51% -7.50%
10th Percentile £41,250 £37,500 £27,375
90th Percentile £76,750 £70,000 £52,500
England median annual salary £55,000 £45,000 £50,000
% change year-on-year +22.22% -10.00% +11.11%

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 the South East with a requirement for process or methodology skills.

All Process and Methodology Skills
South East
Permanent vacancies with a requirement for process or methodology skills 26767 30310 37262
As % of all permanent IT jobs advertised in the South East 87.47% 87.42% 86.96%
Number of salaries quoted 22046 25151 30804
South East median annual salary £45,000 £45,000 £45,000
10th Percentile £27,500 £27,500 £26,250
90th Percentile £68,750 £68,750 £67,500
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Statistical Modelling
Job Vacancy Trend in the South East

Job postings citing Statistical Modelling as a percentage of all IT jobs advertised in the South East.

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 6 months to 20 November 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 6 months to 20 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
Thames Valley +41 22 £70,000 +33.33%
Oxfordshire +12 18 £70,000 +33.33%
Surrey +1 5 £67,500 +68.75%
Hampshire - 4 £52,500 - 1
Buckinghamshire - 3 £42,500 -
Kent +14 2 £41,250 -36.54%
West Sussex 0 2 £51,125 - 1
Berkshire +43 1 £55,000 +4.76%
Middlesex - 1 £75,000 -
Statistical Modelling
England

For the 6 months to 20 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 South East region with a requirement for Statistical Modelling.

1 29 (80.56%) SQL
2 17 (47.22%) C++
3 16 (44.44%) Python
3 16 (44.44%) Analytics
3 16 (44.44%) Analytical Skills
4 14 (38.89%) R
5 13 (36.11%) Machine Learning
5 13 (36.11%) VBA
5 13 (36.11%) Retail
6 12 (33.33%) B2B
7 11 (30.56%) Statistics
7 11 (30.56%) Mathematics
7 11 (30.56%) Algorithms
8 10 (27.78%) SAS
9 9 (25.00%) Data Analysis
10 8 (22.22%) Big Data
10 8 (22.22%) Natural Language Processing
11 7 (19.44%) Artificial Intelligence
11 7 (19.44%) Data Management
11 7 (19.44%) Data Modelling
11 7 (19.44%) PhD
12 6 (16.67%) Statistical Analysis
12 6 (16.67%) Software Engineering
12 6 (16.67%) Computer Science
12 6 (16.67%) Data Analytics
12 6 (16.67%) Pattern Recognition
13 5 (13.89%) Visualisation
13 5 (13.89%) Relational Database
13 5 (13.89%) Base SAS
13 5 (13.89%) Degree

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 (27.78%) SAS
2 4 (11.11%) Apache Spark
3 2 (5.56%) Apache Pig
Applications
1 3 (8.33%) Microsoft Excel
2 1 (2.78%) GNU Octave
2 1 (2.78%) Microsoft Office
2 1 (2.78%) Microsoft PowerPoint
Cloud Services
1 3 (8.33%) Amazon AWS
2 2 (5.56%) Microsoft Azure
3 1 (2.78%) Adobe Analytics
3 1 (2.78%) Cloud Computing
3 1 (2.78%) Google Cloud Platform
Communications & Networking
1 1 (2.78%) SMS
Database & Business Intelligence
1 8 (22.22%) Big Data
2 5 (13.89%) Base SAS
2 5 (13.89%) Data Mining
2 5 (13.89%) Relational Database
3 4 (11.11%) Apache Hive
3 4 (11.11%) Hadoop
3 4 (11.11%) NoSQL
4 3 (8.33%) Data Lake
4 3 (8.33%) HBase
4 3 (8.33%) SAS Enterprise Guide
5 2 (5.56%) Apache Cassandra
5 2 (5.56%) Data Warehouse
5 2 (5.56%) SQL Server
6 1 (2.78%) Amazon DynamoDB
6 1 (2.78%) Impala
6 1 (2.78%) MongoDB
6 1 (2.78%) RDBMS
6 1 (2.78%) SQL Server Integration Services
6 1 (2.78%) Text Mining
General
1 13 (36.11%) Retail
2 5 (13.89%) Finance
3 3 (8.33%) Marketing
4 1 (2.78%) Banking
4 1 (2.78%) Electronics
4 1 (2.78%) Legal
Job Titles
1 13 (36.11%) Data Scientist
2 12 (33.33%) Development Manager
3 7 (19.44%) Quantitative Risk Manager
3 7 (19.44%) Risk Manager
4 6 (16.67%) Analyst
5 4 (11.11%) Senior Analyst
6 3 (8.33%) Data Analytics Scientist
6 3 (8.33%) Machine Learning Engineer
6 3 (8.33%) Risk Analyst
6 3 (8.33%) Senior Data Scientist
6 3 (8.33%) Senior Risk Analyst
7 2 (5.56%) Data Analytics Engineer
7 2 (5.56%) Data Engineer
7 2 (5.56%) Insight Analyst
8 1 (2.78%) Data Analytics Architect
8 1 (2.78%) Data Consultant
8 1 (2.78%) Data Visualisation Consultant
8 1 (2.78%) Machine Learning Scientist
8 1 (2.78%) SAS Insight Analyst
8 1 (2.78%) SQL Analyst
Libraries, Frameworks & Software Standards
1 8 (22.22%) Natural Language Processing
2 3 (8.33%) TensorFlow
2 3 (8.33%) Theano
3 1 (2.78%) NumPy
3 1 (2.78%) Pandas
Miscellaneous
1 16 (44.44%) Analytical Skills
2 11 (30.56%) Algorithms
3 6 (16.67%) Computer Science
4 3 (8.33%) Credit Risk
5 1 (2.78%) Data Protection Act
5 1 (2.78%) Social Media
5 1 (2.78%) Virtual Team
Processes & Methodologies
1 16 (44.44%) Analytics
2 13 (36.11%) Machine Learning
3 12 (33.33%) B2B
4 11 (30.56%) Mathematics
4 11 (30.56%) Statistics
5 9 (25.00%) Data Analysis
6 7 (19.44%) Artificial Intelligence
6 7 (19.44%) Data Management
6 7 (19.44%) Data Modelling
7 6 (16.67%) Data Analytics
7 6 (16.67%) Pattern Recognition
7 6 (16.67%) Software Engineering
7 6 (16.67%) Statistical Analysis
8 5 (13.89%) Visualisation
9 4 (11.11%) Data Visualisation
9 4 (11.11%) Physics
10 3 (8.33%) Bayesian Methods
10 3 (8.33%) Chemistry
10 3 (8.33%) Metadata Management
10 3 (8.33%) Risk Analysis
Programming Languages
1 29 (80.56%) SQL
2 17 (47.22%) C++
3 16 (44.44%) Python
4 14 (38.89%) R
5 13 (36.11%) VBA
6 5 (13.89%) Java
7 3 (8.33%) Julia
7 3 (8.33%) MATLAB
8 1 (2.78%) C
8 1 (2.78%) Perl
8 1 (2.78%) Scala
Qualifications
1 7 (19.44%) PhD
2 5 (13.89%) Degree
3 4 (11.11%) Numerate Degree
4 1 (2.78%) Master's Degree
Quality Assurance & Compliance
1 1 (2.78%) Data Quality
1 1 (2.78%) QA
Vendors
1 3 (8.33%) Tableau
2 1 (2.78%) Adobe
2 1 (2.78%) Alteryx
2 1 (2.78%) Google
2 1 (2.78%) Microsoft
2 1 (2.78%) Oracle