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 27 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Jun 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 220 232 250
Rank change year-on-year
+12 +18
Permanent jobs citing Statistical Analysis 14 16 6
As % of all permanent IT jobs located in the North West 0.25% 0.25% 0.085%
As % of the Processes & Methodologies category 0.29% 0.29% 0.099%
Number of salaries quoted 14 6 4
Median salary £40,000 £33,750 £36,250
Median salary % change year-on-year
+18.51% -6.89%
UK excluding London median salary £40,000 £35,000 £37,500
% change year-on-year
+14.28% -6.66%
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
4875 5572 6034
As % of all permanent IT jobs located in the North West 86.82% 88.33% 85.37%
Number of salaries quoted 4124 4529 4828
Median salary £42,500 £40,000 £39,500
Median salary % change year-on-year
+6.25% +1.26%
90% offered a salary of more than £28,000 £27,500 £27,000
10% offered a salary of more than £62,500 £57,000 £60,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 27 June 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 27 June 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 +18.51% 3
Cheshire +29 1 £27,500 +22.22%
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 27 June 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 11 (50.00%) Data Analysis
2 10 (45.45%) Python
2 10 (45.45%) PhD
2 10 (45.45%) Data Mining
2 10 (45.45%) Machine Learning
2 10 (45.45%) Algorithms
3 9 (40.91%) Statistics
4 8 (36.36%) CUDA
4 8 (36.36%) C++
4 8 (36.36%) MATLAB
4 8 (36.36%) Analytics
4 8 (36.36%) Stochastic Modelling
4 8 (36.36%) R
4 8 (36.36%) Big Data
4 8 (36.36%) Service Design
5 7 (31.82%) Telecoms
5 7 (31.82%) SQL
6 6 (27.27%) Marketing
7 5 (22.73%) ISO/IEC 27001
7 5 (22.73%) ISMS
7 5 (22.73%) Data Protection
7 5 (22.73%) PCI DSS
7 5 (22.73%) CISSP
7 5 (22.73%) Business Continuity
7 5 (22.73%) Risk Assessment
7 5 (22.73%) Information Security
7 5 (22.73%) CISA
7 5 (22.73%) Information Security Management
7 5 (22.73%) Data Security
7 5 (22.73%) Security Management

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 1 (4.55%) SAS
1 1 (4.55%) Skype for Business
Applications
1 3 (13.64%) MS Excel
2 1 (4.55%) MS Office
2 1 (4.55%) MS PowerPoint
2 1 (4.55%) SPSS
Business Applications
1 1 (4.55%) FastStats
Cloud Services
1 2 (9.09%) SaaS
2 1 (4.55%) SmartFocus
Database & Business Intelligence
1 10 (45.45%) Data Mining
2 8 (36.36%) Big Data
3 2 (9.09%) Relational Database
4 1 (4.55%) SQL Server
Development Applications
1 1 (4.55%) Synon
General
1 7 (31.82%) Telecoms
2 6 (27.27%) Marketing
3 3 (13.64%) Finance
4 2 (9.09%) Advertising
4 2 (9.09%) Billing
Job Titles
1 8 (36.36%) Machine Learning Engineer
1 8 (36.36%) MATLAB Engineer
2 7 (31.82%) Analyst
3 5 (22.73%) Information Officer
3 5 (22.73%) Information Security Officer
3 5 (22.73%) Security Officer
4 3 (13.64%) Data Analyst
5 2 (9.09%) Data Scientist
5 2 (9.09%) Market Analyst
5 2 (9.09%) Market Research Analyst
5 2 (9.09%) Research Analyst
6 1 (4.55%) Financial Analyst
6 1 (4.55%) Insight Analyst
6 1 (4.55%) Performance Analyst
6 1 (4.55%) Performance Test Analyst
6 1 (4.55%) Test Analyst
Miscellaneous
1 10 (45.45%) Algorithms
2 9 (40.91%) Statistics
3 8 (36.36%) CUDA
4 5 (22.73%) Management Information System
5 4 (18.18%) Analytical Skills
6 3 (13.64%) Mathematics
7 2 (9.09%) Physics
7 2 (9.09%) Social Media
Processes & Methodologies
1 11 (50.00%) Data Analysis
2 10 (45.45%) Machine Learning
3 8 (36.36%) Analytics
3 8 (36.36%) Service Design
3 8 (36.36%) Stochastic Modelling
4 5 (22.73%) Business Continuity
4 5 (22.73%) Business Continuity Management
4 5 (22.73%) Data Protection
4 5 (22.73%) Data Security
4 5 (22.73%) Information Security
4 5 (22.73%) Information Security Management
4 5 (22.73%) Internal Audit
4 5 (22.73%) ISMS
4 5 (22.73%) Risk Assessment
4 5 (22.73%) Security Management
5 3 (13.64%) Statistical Modelling
6 2 (9.09%) Business Intelligence
6 2 (9.09%) Customer Insight
6 2 (9.09%) Data Modelling
6 2 (9.09%) Econometrics
Programming Languages
1 10 (45.45%) Python
2 8 (36.36%) C++
2 8 (36.36%) MATLAB
2 8 (36.36%) R
3 7 (31.82%) SQL
4 3 (13.64%) Java
5 1 (4.55%) RPG
5 1 (4.55%) T-SQL
5 1 (4.55%) VBA
Qualifications
1 10 (45.45%) PhD
2 5 (22.73%) CISA
2 5 (22.73%) CISSP
3 1 (4.55%) Degree
Quality Assurance & Compliance
1 5 (22.73%) ISO/IEC 27001
1 5 (22.73%) ISO22301
1 5 (22.73%) PCI DSS
Vendors
1 3 (13.64%) Microsoft
2 2 (9.09%) Twitter
3 1 (4.55%) Minitab
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