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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Statistical Analysis
England / North West
Rank 239 229 257
Rank change year-on-year
-10 +28
Permanent jobs citing Statistical Analysis 10 4 2
As % of all permanent IT jobs located in the North West 0.17% 0.072% 0.030%
As % of the Processes & Methodologies category 0.19% 0.082% 0.035%
Number of salaries quoted 9 4 2
Median salary £42,500 £25,750 £47,750
Median salary % change year-on-year
+65.04% -46.07%
90% offered a salary of more than £32,700 £22,150 £44,750
10% offered a salary of more than £57,500 £29,000 £50,750
UK excluding London median salary £40,000 £37,000 £42,500
% change year-on-year
+8.10% -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
5280 4855 5790
As % of all permanent IT jobs located in the North West 88.84% 87.41% 86.35%
Number of salaries quoted 4431 4038 4955
Median salary £42,500 £41,500 £40,000
Median salary % change year-on-year
+2.40% +3.75%
90% offered a salary of more than £28,425 £28,500 £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 18 January 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 18 January 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
Cheshire +19 5 £34,000 +52.80%
Manchester -26 4 £50,000 +72.41% 1
Merseyside - 1 £55,000 -
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 18 January 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 22 (75.86%) Analytics
2 18 (62.07%) Statistics
3 17 (58.62%) Python
3 17 (58.62%) R
4 16 (55.17%) Machine Learning
5 13 (44.83%) Mathematics
6 12 (41.38%) SAS
6 12 (41.38%) MATLAB
6 12 (41.38%) Data Quality
7 11 (37.93%) Bayesian Methods
7 11 (37.93%) Data Mining
7 11 (37.93%) Economics
8 10 (34.48%) Data Analysis
8 10 (34.48%) Degree
8 10 (34.48%) Analytical Skills
9 9 (31.03%) Relational Database
9 9 (31.03%) Computer Science
9 9 (31.03%) VBA
9 9 (31.03%) SPSS
10 8 (27.59%) PhD
10 8 (27.59%) Monte Carlo Method
10 8 (27.59%) Neural Network
10 8 (27.59%) Stata
11 7 (24.14%) Microsoft
11 7 (24.14%) SQL
12 6 (20.69%) Validation
12 6 (20.69%) Business Intelligence
12 6 (20.69%) Data Warehouse
12 6 (20.69%) Data Modelling
12 6 (20.69%) ETL

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 12 (41.38%) SAS
2 1 (3.45%) Apache Pig
2 1 (3.45%) Apache Spark
Applications
1 9 (31.03%) SPSS
2 8 (27.59%) Stata
3 3 (10.34%) MS Excel
4 2 (6.90%) MS Office
5 1 (3.45%) Spreadsheet
Business Applications
1 1 (3.45%) FastStats
Cloud Services
1 5 (17.24%) Microsoft Azure
Communications & Networking
1 2 (6.90%) Internet
Database & Business Intelligence
1 11 (37.93%) Data Mining
2 9 (31.03%) Relational Database
3 6 (20.69%) Data Warehouse
4 5 (17.24%) Big Data
4 5 (17.24%) SQL Server
5 3 (10.34%) Azure SQL Database
5 3 (10.34%) NoSQL
5 3 (10.34%) Power BI
5 3 (10.34%) SQL Server Analysis Services
5 3 (10.34%) SQL Server Integration Services
5 3 (10.34%) SQL Server Reporting Services
6 2 (6.90%) Hadoop
7 1 (3.45%) Apache Hive
7 1 (3.45%) GIS
General
1 3 (10.34%) Marketing
2 2 (6.90%) Finance
2 2 (6.90%) Retail
Job Titles
1 9 (31.03%) Analyst
2 6 (20.69%) Developer
3 5 (17.24%) Database Developer
4 4 (13.79%) Data Scientist
4 4 (13.79%) Machine Learning Engineer
4 4 (13.79%) MATLAB Engineer
5 3 (10.34%) Senior Statistician
5 3 (10.34%) Statistical Analyst
5 3 (10.34%) Statistician
6 2 (6.90%) Insight Analyst
6 2 (6.90%) Senior Analyst
6 2 (6.90%) UX Analyst
7 1 (3.45%) Data Warehouse Developer
7 1 (3.45%) Development Analyst
7 1 (3.45%) Marketing Analyst
7 1 (3.45%) Senior Data Scientist
7 1 (3.45%) Senior Insight Analyst
7 1 (3.45%) Senior Statistical Analyst
Libraries, Frameworks & Software Standards
1 2 (6.90%) CSS
1 2 (6.90%) HTML
Miscellaneous
1 18 (62.07%) Statistics
2 13 (44.83%) Mathematics
3 11 (37.93%) Economics
4 10 (34.48%) Analytical Skills
5 9 (31.03%) Computer Science
6 8 (27.59%) Neural Network
7 6 (20.69%) Algorithms
8 4 (13.79%) CUDA
9 3 (10.34%) Visualisation
10 2 (6.90%) Data Integration
10 2 (6.90%) User Experience
11 1 (3.45%) Applied Mathematics
11 1 (3.45%) Data Extraction
11 1 (3.45%) Digital Media
Processes & Methodologies
1 22 (75.86%) Analytics
2 16 (55.17%) Machine Learning
3 11 (37.93%) Bayesian Methods
4 10 (34.48%) Data Analysis
5 8 (27.59%) Monte Carlo Method
6 6 (20.69%) Business Intelligence
6 6 (20.69%) Data Modelling
6 6 (20.69%) Data Validation
6 6 (20.69%) ETL
6 6 (20.69%) Hidden Markov Model
6 6 (20.69%) Structural Equation Modelling
6 6 (20.69%) Time Series Forecasting
6 6 (20.69%) Unit Testing
6 6 (20.69%) Validation
7 5 (17.24%) Predictive Modelling
8 4 (13.79%) Service Design
8 4 (13.79%) Stochastic Modelling
9 3 (10.34%) Data Analytics
9 3 (10.34%) Data Visualisation
9 3 (10.34%) Predictive Analytics
Programming Languages
1 17 (58.62%) Python
1 17 (58.62%) R
2 12 (41.38%) MATLAB
3 9 (31.03%) VBA
4 7 (24.14%) SQL
5 4 (13.79%) C++
6 3 (10.34%) Scala
7 2 (6.90%) JavaScript
8 1 (3.45%) Shell Script
Qualifications
1 10 (34.48%) Degree
2 8 (27.59%) PhD
3 2 (6.90%) CISA
3 2 (6.90%) CISSP
4 1 (3.45%) CISM
4 1 (3.45%) CRISC
Quality Assurance & Compliance
1 12 (41.38%) Data Quality
Vendors
1 7 (24.14%) Microsoft
2 5 (17.24%) Teradata
3 1 (3.45%) Minitab
Manchester, Lancashire
Robert Walters
Salary: £45000 - £55000 per annum
Posted: 5 days ago