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 20 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Feb 2017
Same period 2016 Same period 2015
Statistical Analysis
England / North West
Rank 234 229 -
Rank change year-on-year
-5 -
Permanent jobs citing Statistical Analysis 14 5 0
As % of all permanent IT jobs located in the North West 0.23% 0.090% -
As % of the Processes & Methodologies category 0.26% 0.10% -
Number of salaries quoted 13 5 0
Median salary £50,000 £29,000 -
Median salary % change year-on-year
+72.41% -
UK excluding London median salary £44,000 £37,000 £42,500
% change year-on-year
+18.91% -12.94%

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
5426 4896 6113
As % of all permanent IT jobs located in the North West 90.07% 88.06% 87.39%
Number of salaries quoted 4516 4071 5126
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £28,500 £28,000 £27,500
10% offered a salary of more than £60,000 £60,000 £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 20 February 2017.

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 20 February 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 -24 10 £50,000 +69.49% 1
Cheshire +18 3 £30,750 +61.84%
Merseyside - 1 £55,000 - 1
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 20 February 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 19 (63.33%) Analytics
2 16 (53.33%) Analytical Skills
2 16 (53.33%) Statistics
3 14 (46.67%) Mathematics
3 14 (46.67%) Python
3 14 (46.67%) R
4 13 (43.33%) Machine Learning
4 13 (43.33%) SQL
4 13 (43.33%) SAS
5 12 (40.00%) Economics
5 12 (40.00%) Bayesian Methods
6 11 (36.67%) Data Quality
6 11 (36.67%) Predictive Modelling
7 10 (33.33%) Decision Tree
7 10 (33.33%) Degree
7 10 (33.33%) PhD
7 10 (33.33%) Data Modelling
8 9 (30.00%) VBA
8 9 (30.00%) SPSS
8 9 (30.00%) MATLAB
8 9 (30.00%) Neural Network
8 9 (30.00%) Computer Science
8 9 (30.00%) Relational Database
9 8 (26.67%) Monte Carlo Method
9 8 (26.67%) Stata
9 8 (26.67%) Microsoft
10 6 (20.00%) Business Intelligence
10 6 (20.00%) Data Mining
10 6 (20.00%) Validation
10 6 (20.00%) Data Validation

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 13 (43.33%) SAS
2 1 (3.33%) Apache Pig
2 1 (3.33%) Apache Spark
Applications
1 9 (30.00%) SPSS
2 8 (26.67%) Stata
3 4 (13.33%) MS Excel
4 2 (6.67%) MS Office
4 2 (6.67%) Spreadsheet
Business Applications
1 1 (3.33%) FastStats
Cloud Services
1 5 (16.67%) Microsoft Azure
Communications & Networking
1 1 (3.33%) Internet
Database & Business Intelligence
1 9 (30.00%) Relational Database
2 6 (20.00%) Data Mining
3 5 (16.67%) Data Warehouse
3 5 (16.67%) SQL Server
4 4 (13.33%) NoSQL
5 3 (10.00%) Azure SQL Database
5 3 (10.00%) Power BI
5 3 (10.00%) SQL Server Analysis Services
5 3 (10.00%) SQL Server Integration Services
5 3 (10.00%) SQL Server Reporting Services
6 2 (6.67%) Hadoop
7 1 (3.33%) Apache Hive
7 1 (3.33%) Big Data
7 1 (3.33%) GIS
General
1 4 (13.33%) Marketing
2 2 (6.67%) Finance
2 2 (6.67%) Retail
Job Titles
1 9 (30.00%) Analyst
2 5 (16.67%) Data Modeller
2 5 (16.67%) Data Scientist
2 5 (16.67%) Database Developer
2 5 (16.67%) Developer
3 3 (10.00%) Insight Analyst
3 3 (10.00%) Senior Analyst
3 3 (10.00%) Senior Statistician
3 3 (10.00%) Statistical Analyst
3 3 (10.00%) Statistician
4 2 (6.67%) Senior Insight Analyst
5 1 (3.33%) Development Analyst
5 1 (3.33%) Machine Learning Scientist
5 1 (3.33%) Marketing Analyst
5 1 (3.33%) Senior Data Scientist
5 1 (3.33%) Senior Statistical Analyst
5 1 (3.33%) UX Analyst
Libraries, Frameworks & Software Standards
1 1 (3.33%) CSS
1 1 (3.33%) HTML
Miscellaneous
1 16 (53.33%) Analytical Skills
2 9 (30.00%) Computer Science
3 2 (6.67%) Algorithms
4 1 (3.33%) Digital Media
4 1 (3.33%) User Experience
Processes & Methodologies
1 19 (63.33%) Analytics
2 16 (53.33%) Statistics
3 14 (46.67%) Mathematics
4 13 (43.33%) Machine Learning
5 12 (40.00%) Bayesian Methods
5 12 (40.00%) Economics
6 11 (36.67%) Predictive Modelling
7 10 (33.33%) Data Modelling
7 10 (33.33%) Decision Tree
8 9 (30.00%) Neural Network
9 8 (26.67%) Monte Carlo Method
10 6 (20.00%) Business Intelligence
10 6 (20.00%) Data Validation
10 6 (20.00%) Hidden Markov Model
10 6 (20.00%) Structural Equation Modelling
10 6 (20.00%) Time Series Forecasting
10 6 (20.00%) Validation
11 5 (16.67%) Data Cleansing
11 5 (16.67%) ETL
11 5 (16.67%) Unit Testing
Programming Languages
1 14 (46.67%) Python
1 14 (46.67%) R
2 13 (43.33%) SQL
3 9 (30.00%) MATLAB
3 9 (30.00%) VBA
4 3 (10.00%) Scala
5 1 (3.33%) C++
5 1 (3.33%) JavaScript
5 1 (3.33%) Shell Script
Qualifications
1 10 (33.33%) Degree
1 10 (33.33%) PhD
2 2 (6.67%) CISA
2 2 (6.67%) CISSP
3 1 (3.33%) CISM
3 1 (3.33%) CRISC
Quality Assurance & Compliance
1 11 (36.67%) Data Quality
Vendors
1 8 (26.67%) Microsoft
2 5 (16.67%) Tableau
2 5 (16.67%) Teradata
3 1 (3.33%) Minitab
Manchester, Lancashire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 - £30000.00 per annum + Benefits
Posted: 4 days ago