Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the South West with a requirement for Statistical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Analysis over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Analysis
England > South West
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 313 342 330
Rank change year-on-year +29 -12 +20
Permanent jobs citing Statistical Analysis 17 8 24
As % of all permanent IT jobs advertised in the South West 0.17% 0.073% 0.20%
As % of the Processes & Methodologies category 0.18% 0.083% 0.23%
Number of salaries quoted 16 6 8
South West median annual salary £39,991 £25,729 £38,000
Median salary % change year-on-year +55.43% -32.29% +26.67%
10th Percentile £21,250 £21,250 £21,250
90th Percentile £47,296 £33,981 £43,750
England median annual salary £47,500 £47,500 £50,000
% change year-on-year - -5.00% +11.11%

Statistical Analysis 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 West with a requirement for process or methodology skills.

All Process and Methodology Skills
South West
Permanent vacancies with a requirement for process or methodology skills 9193 9669 10594
As % of all permanent IT jobs advertised in the South West 89.50% 88.81% 88.96%
Number of salaries quoted 7563 8048 8917
South West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £65,000 £63,750 £63,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Statistical Analysis
Job Vacancy Trend in the South West

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

Job vacancy trend for Statistical Analysis in the South West

Statistical Analysis
Salary Trend in the South West

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

Salary trend for Statistical Analysis in the South West

Statistical Analysis
Salary Histogram in the South West

The salary distribution of IT jobs citing Statistical Analysis in the South West over the 6 months to 24 November 2017.

Salary histogram for Statistical Analysis in the South West

Statistical Analysis
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Analysis within the South West region over the 6 months to 24 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
Bristol -14 8 £39,991 -0.02%
Wiltshire - 6 £32,250 -
Devon +17 2 £68,750 +167.21%
Somerset +2 1 £45,000 +100.00%
Statistical Analysis
England

For the 6 months to 24 November 2017, IT jobs citing Statistical Analysis 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 West region with a requirement for Statistical Analysis.

1 15 (88.24%) SQL
2 11 (64.71%) Degree
3 8 (47.06%) Business Intelligence
3 8 (47.06%) Microsoft Excel
3 8 (47.06%) Statistics
4 6 (35.29%) Cluster Analysis
4 6 (35.29%) Data Management
4 6 (35.29%) SQL Server
4 6 (35.29%) Data Warehouse
4 6 (35.29%) Mathematics
4 6 (35.29%) Predictive Modelling
4 6 (35.29%) Analytics
4 6 (35.29%) Analytical Skills
5 5 (29.41%) Algorithms
5 5 (29.41%) Machine Learning
5 5 (29.41%) Python
5 5 (29.41%) SPSS
5 5 (29.41%) MATLAB
5 5 (29.41%) Marketing
5 5 (29.41%) Management Information System
6 4 (23.53%) Finance
6 4 (23.53%) Agile Software Development
6 4 (23.53%) Data Analysis
6 4 (23.53%) SQL Server Integration Services
6 4 (23.53%) VB
6 4 (23.53%) VBA
6 4 (23.53%) NoSQL
6 4 (23.53%) Big Data
6 4 (23.53%) Apache Hive
6 4 (23.53%) Trend Analysis

Statistical Analysis
Co-occurring IT Skills in the South West 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 4 (23.53%) Apache Spark
2 3 (17.65%) SAS
Applications
1 8 (47.06%) Microsoft Excel
2 5 (29.41%) SPSS
3 2 (11.76%) SPSS Modeler
Cloud Services
1 3 (17.65%) Cloud Computing
1 3 (17.65%) Google Cloud Platform
1 3 (17.65%) Microsoft Azure
Database & Business Intelligence
1 6 (35.29%) Data Warehouse
1 6 (35.29%) SQL Server
2 4 (23.53%) Apache Hive
2 4 (23.53%) Big Data
2 4 (23.53%) Hadoop
2 4 (23.53%) NoSQL
2 4 (23.53%) SQL Server Integration Services
3 3 (17.65%) BigQuery
3 3 (17.65%) Geospatial Data
3 3 (17.65%) GIS
3 3 (17.65%) Impala
3 3 (17.65%) Power BI
4 2 (11.76%) Data Mining
4 2 (11.76%) QlikView
5 1 (5.88%) Apache Cassandra
5 1 (5.88%) MongoDB
5 1 (5.88%) Relational Database
5 1 (5.88%) Text Mining
Development Applications
1 2 (11.76%) RStudio
2 1 (5.88%) Visual Studio
General
1 5 (29.41%) Marketing
2 4 (23.53%) Finance
3 3 (17.65%) Law
4 2 (11.76%) Billing
4 2 (11.76%) Electronics
4 2 (11.76%) Manufacturing
4 2 (11.76%) Retail
4 2 (11.76%) Telecoms
Job Titles
1 9 (52.94%) Analyst
2 4 (23.53%) Data Scientist
2 4 (23.53%) Performance Analyst
3 3 (17.65%) Data Analyst
4 2 (11.76%) Administrator
4 2 (11.76%) Customer Analyst
4 2 (11.76%) DBA
4 2 (11.76%) Service Analyst
4 2 (11.76%) Service Performance Analyst
4 2 (11.76%) SQL DBA
5 1 (5.88%) C++ Software Engineer
5 1 (5.88%) Graduate
5 1 (5.88%) Graduate Analyst
5 1 (5.88%) Graduate Data Analyst
5 1 (5.88%) Insight Analyst
5 1 (5.88%) MATLAB Engineer
5 1 (5.88%) Report Analyst
5 1 (5.88%) Software Engineer
5 1 (5.88%) SQL Analyst
Libraries, Frameworks & Software Standards
1 3 (17.65%) D3.js
1 3 (17.65%) Natural Language Processing
1 3 (17.65%) TensorFlow
1 3 (17.65%) Theano
Miscellaneous
1 6 (35.29%) Analytical Skills
2 5 (29.41%) Algorithms
2 5 (29.41%) Management Information System
3 3 (17.65%) Blog
3 3 (17.65%) Computer Science
3 3 (17.65%) Data Protection Act
4 2 (11.76%) Smart Meter
Processes & Methodologies
1 8 (47.06%) Business Intelligence
1 8 (47.06%) Statistics
2 6 (35.29%) Analytics
2 6 (35.29%) Cluster Analysis
2 6 (35.29%) Data Management
2 6 (35.29%) Mathematics
2 6 (35.29%) Predictive Modelling
3 5 (29.41%) Machine Learning
4 4 (23.53%) Agile Software Development
4 4 (23.53%) Data Analysis
4 4 (23.53%) Root Cause Analysis
4 4 (23.53%) Trend Analysis
4 4 (23.53%) Visualisation
5 3 (17.65%) Actionable Insight
5 3 (17.65%) Applied Mathematics
5 3 (17.65%) Data Munging
5 3 (17.65%) Data Privacy
5 3 (17.65%) Econometric Modelling
5 3 (17.65%) Project Planning
5 3 (17.65%) Web Development
Programming Languages
1 15 (88.24%) SQL
2 5 (29.41%) MATLAB
2 5 (29.41%) Python
3 4 (23.53%) R
3 4 (23.53%) VB
3 4 (23.53%) VBA
4 3 (17.65%) JavaScript
5 2 (11.76%) C
5 2 (11.76%) C++
6 1 (5.88%) C#
6 1 (5.88%) Java
6 1 (5.88%) Scala
Qualifications
1 11 (64.71%) Degree
2 3 (17.65%) Postgraduate
3 2 (11.76%) Computer Science Degree
3 2 (11.76%) Numerate Degree
3 2 (11.76%) SC Cleared
3 2 (11.76%) Security Cleared
4 1 (5.88%) PhD
Systems Management
1 1 (5.88%) Systems Management Server (SMS)
Vendors
1 3 (17.65%) Tableau
2 2 (11.76%) IBM
2 2 (11.76%) SAP
3 1 (5.88%) Microsoft