The table below looks at the statistics for Statistical Analysis skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Statistical Analysis over the 3 months to 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 222 229 239
Rank change year-on-year
+7 +10
Permanent jobs citing Statistical Analysis 21 31 20
As % of all permanent IT jobs located in the North West 0.34% 0.47% 0.27%
As % of the Processes & Methodologies category 0.39% 0.53% 0.32%
Number of salaries quoted 21 5 7
Median salary £34,000 £50,000 £22,500
Median salary % change year-on-year
-32.00% +122.22%
90% offered a salary of more than £30,000 £26,900 £19,500
10% offered a salary of more than £40,000 £50,000 £43,800
UK excluding London median salary £35,000 £40,250 £40,000
% change year-on-year
-13.04% +0.62%
Statistical Analysis
England

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

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5407 5835 6299
As % of all permanent IT jobs located in the North West 88.00% 88.61% 85.96%
Number of salaries quoted 4511 4830 5001
Median salary £42,500 £41,000 £40,000
Median salary % change year-on-year
+3.65% +2.50%
90% offered a salary of more than £29,000 £28,500 £27,500
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Statistical Analysis
Jobs Demand Trend in the North West

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

Statistical Analysis Jobs Demand Trend 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 across the North West region.

Statistical Analysis Salary Trend in the North West

Statistical Analysis
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Statistical Analysis across the North West region over the 3 months to 30 August 2016.

Statistical Analysis Salary Histogram 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 30 August 2016. 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
(Click see detailed
statistics and trends)
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 +11 13 £40,000 +14.28% 1
Cheshire +8 8 £31,250 -37.50% 2
Merseyside - 2 £30,000 -
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 30 August 2016, 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 23 (63.89%) Analytics
2 22 (61.11%) Data Analysis
3 21 (58.33%) Statistics
3 21 (58.33%) R
4 20 (55.56%) Machine Learning
4 20 (55.56%) Python
5 18 (50.00%) Data Mining
6 16 (44.44%) PhD
6 16 (44.44%) MATLAB
6 16 (44.44%) Algorithms
7 14 (38.89%) Big Data
7 14 (38.89%) CUDA
7 14 (38.89%) Stochastic Modelling
7 14 (38.89%) Service Design
7 14 (38.89%) C++
8 7 (19.44%) Stata
8 7 (19.44%) Degree
8 7 (19.44%) SPSS
8 7 (19.44%) Data Modelling
8 7 (19.44%) Analytical Skills
9 6 (16.67%) Telecoms
9 6 (16.67%) Mathematics
10 5 (13.89%) ISO/IEC 27001
10 5 (13.89%) Marketing
10 5 (13.89%) Business Continuity
10 5 (13.89%) Risk Assessment
10 5 (13.89%) Information Security
10 5 (13.89%) CISA
10 5 (13.89%) Information Security Management
10 5 (13.89%) Data Security

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 4 (11.11%) SAS
Applications
1 7 (19.44%) SPSS
1 7 (19.44%) Stata
2 1 (2.78%) MS Excel
Cloud Services
1 1 (2.78%) Microsoft Azure
1 1 (2.78%) SaaS
Communications & Networking
1 2 (5.56%) Internet
Database & Business Intelligence
1 18 (50.00%) Data Mining
2 14 (38.89%) Big Data
3 4 (11.11%) Relational Database
4 2 (5.56%) Data Warehouse
5 1 (2.78%) Azure SQL Database
5 1 (2.78%) Power BI
5 1 (2.78%) SQL Server
5 1 (2.78%) SQL Server Analysis Services
5 1 (2.78%) SQL Server Integration Services
5 1 (2.78%) SQL Server Reporting Services
Development Applications
1 1 (2.78%) Synon
General
1 6 (16.67%) Telecoms
2 5 (13.89%) Marketing
3 2 (5.56%) Advertising
3 2 (5.56%) Finance
4 1 (2.78%) Billing
Job Titles
1 14 (38.89%) Machine Learning Engineer
1 14 (38.89%) MATLAB Engineer
2 8 (22.22%) Analyst
3 5 (13.89%) Information Officer
3 5 (13.89%) Information Security Officer
3 5 (13.89%) Security Officer
3 5 (13.89%) Statistician
4 2 (5.56%) Data Scientist
4 2 (5.56%) Developer
4 2 (5.56%) Market Analyst
4 2 (5.56%) Market Research Analyst
4 2 (5.56%) Research Analyst
4 2 (5.56%) Senior Statistician
4 2 (5.56%) Statistical Analyst
4 2 (5.56%) UX Analyst
5 1 (2.78%) Data Analyst
5 1 (2.78%) Financial Analyst
5 1 (2.78%) Performance Analyst
5 1 (2.78%) Performance Test Analyst
5 1 (2.78%) Test Analyst
Libraries, Frameworks & Software Standards
1 2 (5.56%) CSS
1 2 (5.56%) HTML
Miscellaneous
1 21 (58.33%) Statistics
2 16 (44.44%) Algorithms
3 14 (38.89%) CUDA
4 7 (19.44%) Analytical Skills
5 6 (16.67%) Mathematics
6 5 (13.89%) Management Information System
7 4 (11.11%) Computer Science
7 4 (11.11%) Economics
8 2 (5.56%) Neural Network
8 2 (5.56%) Physics
8 2 (5.56%) Social Media
8 2 (5.56%) User Experience
Processes & Methodologies
1 23 (63.89%) Analytics
2 22 (61.11%) Data Analysis
3 20 (55.56%) Machine Learning
4 14 (38.89%) Service Design
4 14 (38.89%) Stochastic Modelling
5 7 (19.44%) Data Modelling
6 5 (13.89%) Business Continuity
6 5 (13.89%) Business Continuity Management
6 5 (13.89%) Data Protection
6 5 (13.89%) Data Security
6 5 (13.89%) Information Security
6 5 (13.89%) Information Security Management
6 5 (13.89%) Internal Audit
6 5 (13.89%) ISMS
6 5 (13.89%) Risk Assessment
6 5 (13.89%) Security Management
7 4 (11.11%) Bayesian Methods
7 4 (11.11%) Monte Carlo Method
8 3 (8.33%) Linear Regression
8 3 (8.33%) Logistic Regression
Programming Languages
1 21 (58.33%) R
2 20 (55.56%) Python
3 16 (44.44%) MATLAB
4 14 (38.89%) C++
5 5 (13.89%) SQL
6 4 (11.11%) VBA
7 3 (8.33%) Java
8 2 (5.56%) JavaScript
9 1 (2.78%) RPG
Qualifications
1 16 (44.44%) PhD
2 7 (19.44%) Degree
3 5 (13.89%) CISA
3 5 (13.89%) CISSP
Quality Assurance & Compliance
1 5 (13.89%) ISO/IEC 27001
1 5 (13.89%) ISO22301
1 5 (13.89%) PCI DSS
2 4 (11.11%) Data Quality
3 3 (8.33%) QA
Vendors
1 2 (5.56%) Microsoft
1 2 (5.56%) Twitter
2 1 (2.78%) Teradata
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