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 3 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
3 Dec 2016
Same period 2015 Same period 2014
Statistical Analysis
Rank 248 239 269
Rank change year-on-year
-9 +30
Permanent jobs citing Statistical Analysis 12 3 4
As % of all permanent IT jobs located in the North West 0.19% 0.049% 0.053%
As % of the Processes & Methodologies category 0.22% 0.056% 0.061%
Number of salaries quoted 12 3 4
Median salary £34,000 £22,500 £33,000
Median salary % change year-on-year
+51.11% -31.81%
90% offered a salary of more than £29,350 £22,100 £21,650
10% offered a salary of more than £53,750 £28,500 £49,250
UK excluding London median salary £37,500 £37,000 £40,000
% change year-on-year
+1.35% -7.50%
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
5505 5404 6509
As % of all permanent IT jobs located in the North West 88.18% 87.77% 86.73%
Number of salaries quoted 4622 4442 5578
Median salary £42,500 £40,000 £40,000
Median salary % change year-on-year
+6.25% -
90% offered a salary of more than £29,746 £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 3 December 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 3 December 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
Cheshire +17 8 £34,000 +52.80% 3
Manchester -13 3 £42,500 +41.66% 1
Merseyside - 1 £55,000 -
Statistical Analysis
England

Statistical Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 3 December 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 (75.76%) Analytics
2 21 (63.64%) R
2 21 (63.64%) Statistics
3 20 (60.61%) Python
4 19 (57.58%) Machine Learning
5 17 (51.52%) Data Mining
5 17 (51.52%) Data Analysis
6 15 (45.45%) MATLAB
7 12 (36.36%) PhD
7 12 (36.36%) Mathematics
8 11 (33.33%) Degree
8 11 (33.33%) Data Modelling
8 11 (33.33%) SPSS
8 11 (33.33%) Data Quality
9 10 (30.30%) Algorithms
9 10 (30.30%) Analytical Skills
9 10 (30.30%) SAS
9 10 (30.30%) Stata
10 9 (27.27%) Relational Database
10 9 (27.27%) Big Data
11 8 (24.24%) Bayesian Methods
11 8 (24.24%) CUDA
11 8 (24.24%) Stochastic Modelling
11 8 (24.24%) Service Design
11 8 (24.24%) Economics
11 8 (24.24%) Computer Science
11 8 (24.24%) C++
11 8 (24.24%) SQL
11 8 (24.24%) VBA
12 7 (21.21%) Monte Carlo Method

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 10 (30.30%) SAS
2 1 (3.03%) Apache Pig
2 1 (3.03%) Apache Spark
Applications
1 11 (33.33%) SPSS
2 10 (30.30%) Stata
3 1 (3.03%) MS Excel
3 1 (3.03%) MS Office
Business Applications
1 1 (3.03%) FastStats
Cloud Services
1 5 (15.15%) Microsoft Azure
Communications & Networking
1 2 (6.06%) Internet
Database & Business Intelligence
1 17 (51.52%) Data Mining
2 9 (27.27%) Big Data
2 9 (27.27%) Relational Database
3 6 (18.18%) Data Warehouse
4 5 (15.15%) SQL Server
5 3 (9.09%) Azure SQL Database
5 3 (9.09%) Power BI
5 3 (9.09%) SQL Server Analysis Services
5 3 (9.09%) SQL Server Integration Services
5 3 (9.09%) SQL Server Reporting Services
6 2 (6.06%) Hadoop
7 1 (3.03%) Apache Hive
7 1 (3.03%) NoSQL
General
1 2 (6.06%) Advertising
1 2 (6.06%) Finance
1 2 (6.06%) Marketing
1 2 (6.06%) Retail
Job Titles
1 8 (24.24%) Machine Learning Engineer
1 8 (24.24%) MATLAB Engineer
2 6 (18.18%) Analyst
2 6 (18.18%) Developer
2 6 (18.18%) Statistician
3 5 (15.15%) Database Developer
4 4 (12.12%) Data Scientist
5 3 (9.09%) Senior Statistician
6 2 (6.06%) Statistical Analyst
6 2 (6.06%) UX Analyst
7 1 (3.03%) Data Warehouse Developer
7 1 (3.03%) Development Analyst
7 1 (3.03%) Insight Analyst
7 1 (3.03%) Marketing Analyst
7 1 (3.03%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 2 (6.06%) CSS
1 2 (6.06%) HTML
Miscellaneous
1 21 (63.64%) Statistics
2 12 (36.36%) Mathematics
3 10 (30.30%) Algorithms
3 10 (30.30%) Analytical Skills
4 8 (24.24%) Computer Science
4 8 (24.24%) CUDA
4 8 (24.24%) Economics
5 5 (15.15%) Neural Network
6 2 (6.06%) Data Integration
6 2 (6.06%) Physics
6 2 (6.06%) User Experience
7 1 (3.03%) Applied Mathematics
7 1 (3.03%) Data Extraction
7 1 (3.03%) Digital Media
7 1 (3.03%) Visualisation
Processes & Methodologies
1 25 (75.76%) Analytics
2 19 (57.58%) Machine Learning
3 17 (51.52%) Data Analysis
4 11 (33.33%) Data Modelling
5 8 (24.24%) Bayesian Methods
5 8 (24.24%) Service Design
5 8 (24.24%) Stochastic Modelling
6 7 (21.21%) Monte Carlo Method
7 6 (18.18%) Business Intelligence
7 6 (18.18%) ETL
7 6 (18.18%) Unit Testing
8 5 (15.15%) Data Validation
8 5 (15.15%) Hidden Markov Model
8 5 (15.15%) Structural Equation Modelling
8 5 (15.15%) Time Series Forecasting
8 5 (15.15%) Validation
9 3 (9.09%) Linear Regression
9 3 (9.09%) Logistic Regression
9 3 (9.09%) Predictive Modelling
9 3 (9.09%) Statistical Modelling
Programming Languages
1 21 (63.64%) R
2 20 (60.61%) Python
3 15 (45.45%) MATLAB
4 8 (24.24%) C++
4 8 (24.24%) SQL
4 8 (24.24%) VBA
5 2 (6.06%) Java
5 2 (6.06%) JavaScript
6 1 (3.03%) Scala
6 1 (3.03%) Shell Script
Qualifications
1 12 (36.36%) PhD
2 11 (33.33%) Degree
3 1 (3.03%) CISA
3 1 (3.03%) CISSP
3 1 (3.03%) CRISC
Quality Assurance & Compliance
1 11 (33.33%) Data Quality
2 3 (9.09%) QA
Vendors
1 6 (18.18%) Microsoft
2 5 (15.15%) Teradata
3 1 (3.03%) Minitab
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