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 24 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 228 242 244
Rank change year-on-year
+14 +2
Permanent jobs citing Statistical Analysis 21 21 19
As % of all permanent IT jobs located in the North West 0.34% 0.31% 0.26%
As % of the Processes & Methodologies category 0.38% 0.35% 0.30%
Number of salaries quoted 21 4 8
Median salary £32,500 £50,000 £21,750
Median salary % change year-on-year
-35.00% +129.88%
90% offered a salary of more than £29,400 £30,050 £19,500
10% offered a salary of more than £40,000 £50,000 £33,200
UK excluding London median salary £32,150 £40,000 £38,750
% change year-on-year
-19.62% +3.22%
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
5510 5979 6394
As % of all permanent IT jobs located in the North West 88.10% 88.47% 86.52%
Number of salaries quoted 4600 4969 5207
Median salary £42,500 £42,000 £40,000
Median salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £29,000 £28,500 £27,500
10% offered a salary of more than £60,000 £58,000 £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 24 September 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 24 September 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 - 12 £39,000 -
Cheshire +19 9 £32,500 -35.00% 1
Merseyside - 2 £30,000 - 2
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 24 September 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 25 (71.43%) Analytics
2 22 (62.86%) Data Analysis
3 21 (60.00%) Statistics
3 21 (60.00%) R
4 20 (57.14%) Machine Learning
4 20 (57.14%) Python
5 19 (54.29%) Data Mining
6 16 (45.71%) PhD
6 16 (45.71%) MATLAB
6 16 (45.71%) Algorithms
7 14 (40.00%) Service Design
7 14 (40.00%) Big Data
7 14 (40.00%) CUDA
7 14 (40.00%) Stochastic Modelling
7 14 (40.00%) C++
8 8 (22.86%) Data Modelling
9 7 (20.00%) SPSS
9 7 (20.00%) Stata
9 7 (20.00%) Degree
10 6 (17.14%) Mathematics
10 6 (17.14%) Marketing
10 6 (17.14%) Telecoms
10 6 (17.14%) Analytical Skills
11 5 (14.29%) Business Continuity Management
11 5 (14.29%) Relational Database
11 5 (14.29%) Internal Audit
11 5 (14.29%) ISO22301
11 5 (14.29%) PCI DSS
11 5 (14.29%) Data Quality
11 5 (14.29%) CISA

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 5 (14.29%) SAS
Applications
1 7 (20.00%) SPSS
1 7 (20.00%) Stata
2 2 (5.71%) MS Excel
3 1 (2.86%) MS Office
Cloud Services
1 2 (5.71%) Microsoft Azure
2 1 (2.86%) SaaS
Communications & Networking
1 2 (5.71%) Internet
Database & Business Intelligence
1 19 (54.29%) Data Mining
2 14 (40.00%) Big Data
3 5 (14.29%) Relational Database
4 3 (8.57%) Data Warehouse
5 2 (5.71%) SQL Server
6 1 (2.86%) Azure SQL Database
6 1 (2.86%) Power BI
6 1 (2.86%) SQL Server Analysis Services
6 1 (2.86%) SQL Server Integration Services
6 1 (2.86%) SQL Server Reporting Services
General
1 6 (17.14%) Marketing
1 6 (17.14%) Telecoms
2 2 (5.71%) Advertising
2 2 (5.71%) Finance
3 1 (2.86%) Billing
3 1 (2.86%) Retail
Job Titles
1 14 (40.00%) Machine Learning Engineer
1 14 (40.00%) MATLAB Engineer
2 6 (17.14%) Analyst
3 5 (14.29%) Information Officer
3 5 (14.29%) Information Security Officer
3 5 (14.29%) Security Officer
3 5 (14.29%) Statistician
4 3 (8.57%) Developer
5 2 (5.71%) Data Scientist
5 2 (5.71%) Database Developer
5 2 (5.71%) Senior Statistician
5 2 (5.71%) Statistical Analyst
5 2 (5.71%) UX Analyst
6 1 (2.86%) Data Analyst
6 1 (2.86%) Data Warehouse Developer
6 1 (2.86%) Development Analyst
6 1 (2.86%) Marketing Analyst
Libraries, Frameworks & Software Standards
1 2 (5.71%) CSS
1 2 (5.71%) HTML
Miscellaneous
1 21 (60.00%) Statistics
2 16 (45.71%) Algorithms
3 14 (40.00%) CUDA
4 6 (17.14%) Analytical Skills
4 6 (17.14%) Mathematics
5 5 (14.29%) Management Information System
6 4 (11.43%) Computer Science
6 4 (11.43%) Economics
7 2 (5.71%) Neural Network
7 2 (5.71%) Physics
7 2 (5.71%) User Experience
8 1 (2.86%) Data Integration
Processes & Methodologies
1 25 (71.43%) Analytics
2 22 (62.86%) Data Analysis
3 20 (57.14%) Machine Learning
4 14 (40.00%) Service Design
4 14 (40.00%) Stochastic Modelling
5 8 (22.86%) Data Modelling
6 5 (14.29%) Business Continuity
6 5 (14.29%) Business Continuity Management
6 5 (14.29%) Data Protection
6 5 (14.29%) Data Security
6 5 (14.29%) Information Security
6 5 (14.29%) Information Security Management
6 5 (14.29%) Internal Audit
6 5 (14.29%) ISMS
6 5 (14.29%) Risk Assessment
6 5 (14.29%) Security Management
7 4 (11.43%) Bayesian Methods
7 4 (11.43%) Monte Carlo Method
8 3 (8.57%) Logistic Regression
8 3 (8.57%) Unit Testing
Programming Languages
1 21 (60.00%) R
2 20 (57.14%) Python
3 16 (45.71%) MATLAB
4 14 (40.00%) C++
5 5 (14.29%) SQL
6 4 (11.43%) VBA
7 2 (5.71%) Java
7 2 (5.71%) JavaScript
Qualifications
1 16 (45.71%) PhD
2 7 (20.00%) Degree
3 5 (14.29%) CISA
3 5 (14.29%) CISSP
Quality Assurance & Compliance
1 5 (14.29%) Data Quality
1 5 (14.29%) ISO/IEC 27001
1 5 (14.29%) ISO22301
1 5 (14.29%) PCI DSS
2 3 (8.57%) QA
Vendors
1 4 (11.43%) Microsoft
2 2 (5.71%) Teradata
Liverpool
ECOM
Salary: £25000 - £30000 per annum
Posted: 3 days ago
Chester, Cheshire
Applause IT Innovation
Salary: £40000 - £60000 per annum + + Great Benefits
Posted: 5 days ago