The following table provides summary statistics for permanent job vacancies advertised in the North 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 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Statistical Analysis
England / North West
Rank 238 230 248
Rank change year-on-year -8 +18  
Permanent jobs citing Statistical Analysis 16 8 4
As % of all permanent IT jobs advertised in the North West 0.26% 0.14% 0.061%
As % of the Processes & Methodologies category 0.29% 0.16% 0.069%
Number of salaries quoted 13 8 3
Median salary £50,000 £28,250 £27,500
Median salary % change year-on-year +76.99% +2.72%  
90% offered a salary of more than £29,000 £21,450 £20,300
10% offered a salary of more than £56,000 £30,000 £39,900
UK excluding London median salary £42,500 £35,000 £42,750
% change year-on-year +21.42% -18.12%  

Statistical Analysis 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 North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 5555 5000 5806
As % of all permanent IT job vacancies advertised in the North West 90.37% 87.98% 88.51%
Number of salaries quoted 4609 4158 4662
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25%  
90% offered a salary of more than £30,000 £28,000 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistical Analysis
Job Vacancy Trend in the North West

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

Job vacancy trend for Statistical Analysis in the North West

Statistical Analysis
Salary Trend in the North West

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

Salary trend for Statistical Analysis in the North West

Statistical Analysis
Salary Histogram in the North West

The salary distribution of IT jobs citing Statistical Analysis in the North West over the 3 months to 24 March 2017.

Salary histogram for Statistical Analysis in the North West

Statistical Analysis
Job Locations in the North 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 North West region over the 3 months to 24 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
Manchester -9 15 £50,000 +72.41% 4
Cheshire +4 1 - -
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 24 March 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 North West region with a requirement for Statistical Analysis.

1 16 (57.14%) SQL
1 16 (57.14%) Python
2 15 (53.57%) Analytical Skills
3 14 (50.00%) Analytics
3 14 (50.00%) Statistics
4 13 (46.43%) R
5 11 (39.29%) Predictive Modelling
5 11 (39.29%) Mathematics
5 11 (39.29%) Machine Learning
5 11 (39.29%) Decision Tree
5 11 (39.29%) PhD
6 8 (28.57%) Data Modelling
6 8 (28.57%) SAS
6 8 (28.57%) Economics
6 8 (28.57%) Bayesian Methods
7 7 (25.00%) Relational Database
7 7 (25.00%) Degree
7 7 (25.00%) Data Quality
7 7 (25.00%) Neural Network
7 7 (25.00%) MATLAB
7 7 (25.00%) SPSS
8 6 (21.43%) Business Intelligence
8 6 (21.43%) Marketing
8 6 (21.43%) Data Visualisation
8 6 (21.43%) Visualisation
8 6 (21.43%) Predictive Analytics
8 6 (21.43%) Computer Science
9 5 (17.86%) Data Cleansing
9 5 (17.86%) Tableau
9 5 (17.86%) Data Analysis

Statistical Analysis
Top Related IT Skills in the North 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 8 (28.57%) SAS
2 1 (3.57%) Apache Pig
2 1 (3.57%) Apache Spark
Applications
1 7 (25.00%) SPSS
2 4 (14.29%) Stata
3 3 (10.71%) MS Excel
4 2 (7.14%) Spreadsheet
5 1 (3.57%) MS Office
Business Applications
1 1 (3.57%) FastStats
Cloud Services
1 3 (10.71%) Microsoft Azure
Communications & Networking
1 2 (7.14%) Internet
1 2 (7.14%) TCP/IP
1 2 (7.14%) tcpdump
Database & Business Intelligence
1 7 (25.00%) Relational Database
2 4 (14.29%) Data Mining
2 4 (14.29%) NoSQL
3 3 (10.71%) Data Warehouse
3 3 (10.71%) SQL Server
4 2 (7.14%) Azure SQL Database
4 2 (7.14%) Hadoop
4 2 (7.14%) Oracle Database
4 2 (7.14%) Power BI
4 2 (7.14%) SQL Server Analysis Services
4 2 (7.14%) SQL Server Integration Services
4 2 (7.14%) SQL Server Reporting Services
5 1 (3.57%) Apache Hive
5 1 (3.57%) Big Data
5 1 (3.57%) GIS
General
1 6 (21.43%) Marketing
2 1 (3.57%) Finance
2 1 (3.57%) Retail
Job Titles
1 7 (25.00%) Analyst
2 6 (21.43%) Data Scientist
3 5 (17.86%) Data Modeller
3 5 (17.86%) Insight Analyst
4 3 (10.71%) Database Developer
4 3 (10.71%) Developer
4 3 (10.71%) Senior Analyst
5 2 (7.14%) Data Analyst
5 2 (7.14%) Data Insight Analyst
5 2 (7.14%) Insight Data Analyst
5 2 (7.14%) Security Operations Specialist
5 2 (7.14%) Security Specialist
5 2 (7.14%) Senior Insight Analyst
6 1 (3.57%) Machine Learning Scientist
6 1 (3.57%) Python Software Engineer
6 1 (3.57%) Senior Data Scientist
6 1 (3.57%) Senior Statistical Analyst
6 1 (3.57%) Senior Statistician
6 1 (3.57%) Statistical Analyst
6 1 (3.57%) Statistician
Libraries, Frameworks & Software Standards
1 2 (7.14%) HTML
1 2 (7.14%) XML
1 2 (7.14%) XSL
2 1 (3.57%) Natural Language Processing
Miscellaneous
1 15 (53.57%) Analytical Skills
2 6 (21.43%) Computer Science
3 2 (7.14%) Algorithms
4 1 (3.57%) Digital Media
Operating Systems
1 2 (7.14%) Linux
1 2 (7.14%) Unix
Processes & Methodologies
1 14 (50.00%) Analytics
1 14 (50.00%) Statistics
2 11 (39.29%) Decision Tree
2 11 (39.29%) Machine Learning
2 11 (39.29%) Mathematics
2 11 (39.29%) Predictive Modelling
3 8 (28.57%) Bayesian Methods
3 8 (28.57%) Data Modelling
3 8 (28.57%) Economics
4 7 (25.00%) Neural Network
5 6 (21.43%) Business Intelligence
5 6 (21.43%) Data Visualisation
5 6 (21.43%) Predictive Analytics
5 6 (21.43%) Visualisation
6 5 (17.86%) Data Analysis
6 5 (17.86%) Data Cleansing
7 4 (14.29%) Agile Software Development
7 4 (14.29%) Data Validation
7 4 (14.29%) ETL
7 4 (14.29%) Validation
Programming Languages
1 16 (57.14%) Python
1 16 (57.14%) SQL
2 13 (46.43%) R
3 7 (25.00%) MATLAB
4 5 (17.86%) VBA
5 3 (10.71%) C++
5 3 (10.71%) Scala
6 2 (7.14%) C
6 2 (7.14%) Java
6 2 (7.14%) JavaScript
7 1 (3.57%) C#
7 1 (3.57%) Shell Script
7 1 (3.57%) T-SQL
Qualifications
1 11 (39.29%) PhD
2 7 (25.00%) Degree
3 2 (7.14%) CISA
3 2 (7.14%) CISSP
4 1 (3.57%) CISM
4 1 (3.57%) CRISC
Quality Assurance & Compliance
1 7 (25.00%) Data Quality
Systems Management
1 2 (7.14%) Nessus
1 2 (7.14%) Nmap
Vendors
1 5 (17.86%) Microsoft
1 5 (17.86%) Tableau
2 3 (10.71%) Teradata
3 2 (7.14%) Cisco
3 2 (7.14%) Oracle
4 1 (3.57%) Google
4 1 (3.57%) Minitab
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