The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Statistical Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Analysis over the 3 months to 29 June 2017 with a comparison to the same period in the previous 2 years.

Statistical Analysis
England > North West
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 233 214 242
Rank change year-on-year -19 +28  
Permanent jobs citing Statistical Analysis 31 14 16
As % of all permanent IT jobs advertised in the North West 0.45% 0.25% 0.25%
As % of the Processes & Methodologies category 0.50% 0.28% 0.28%
Number of salaries quoted 31 14 7
North West median annual salary £30,000 £40,000 £35,000
Median salary % change year-on-year -25.00% +14.28%  
10th Percentile £26,250 £37,500 £25,900
90th Percentile £60,000 £42,500 £40,000
England median annual salary £41,000 £52,500 £50,000
% change year-on-year -21.90% +5.00%  

Statistical Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 6173 4942 5773
As % of all permanent IT job vacancies advertised in the North West 90.01% 88.22% 89.77%
Number of salaries quoted 20044 16650 18844
North West median annual salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.52% +6.25%  
10th Percentile £27,500 £26,250 £26,250
90th Percentile £66,250 £62,500 £65,000
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% -  

Statistical Analysis
Job Vacancy Trend in the North West

Job postings citing Statistical Analysis as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Statistical Analysis 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 in the North West.

Salary trend for Statistical Analysis in the North West

Statistical Analysis
Salary Histogram in the North West

The salary distribution of IT jobs citing Statistical Analysis in the North West over the 3 months to 29 June 2017.

Salary histogram for Statistical Analysis 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 29 June 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 -13 30 £30,000 -25.00% 1
Merseyside - 1 £28,000 -
Statistical Analysis
England

For the 6 months to 29 June 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 36 (75.00%) SQL
2 31 (64.58%) Python
3 27 (56.25%) R
3 27 (56.25%) Analytical Skills
4 25 (52.08%) Analytics
5 23 (47.92%) Machine Learning
5 23 (47.92%) PhD
6 21 (43.75%) Statistics
7 17 (35.42%) Mathematics
8 16 (33.33%) Data Analysis
9 15 (31.25%) MATLAB
9 15 (31.25%) Big Data
10 14 (29.17%) Algorithms
11 13 (27.08%) Artificial Intelligence
11 13 (27.08%) C++
12 12 (25.00%) Data Modelling
12 12 (25.00%) Statistical Modelling
13 11 (22.92%) Data Analytics
13 11 (22.92%) Marketing
13 11 (22.92%) Apache Hive
13 11 (22.92%) Hadoop
13 11 (22.92%) Microsoft Excel
13 11 (22.92%) Java
14 10 (20.83%) Decision Tree
15 9 (18.75%) Mathematical Modelling
15 9 (18.75%) SPSS
15 9 (18.75%) Predictive Modelling
16 8 (16.67%) Visualisation
16 8 (16.67%) Predictive Analytics
16 8 (16.67%) Data Warehouse

Statistical Analysis
Co-occurring 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 6 (12.50%) SAS
2 2 (4.17%) Apache Pig
2 2 (4.17%) Apache Spark
Applications
1 11 (22.92%) Microsoft Excel
2 9 (18.75%) SPSS
3 3 (6.25%) Microsoft PowerPoint
4 2 (4.17%) Spreadsheet
Business Applications
1 4 (8.33%) Dynamics CRM
Communications & Networking
1 2 (4.17%) Internet
1 2 (4.17%) TCP/IP
1 2 (4.17%) tcpdump
Database & Business Intelligence
1 15 (31.25%) Big Data
2 11 (22.92%) Apache Hive
2 11 (22.92%) Hadoop
3 8 (16.67%) Data Warehouse
4 7 (14.58%) Relational Database
5 6 (12.50%) Data Mining
6 4 (8.33%) NoSQL
6 4 (8.33%) OLAP
7 2 (4.17%) Oracle Database
7 2 (4.17%) QlikView
8 1 (2.08%) MySQL
General
1 11 (22.92%) Marketing
2 5 (10.42%) Finance
3 3 (6.25%) Advertising
3 3 (6.25%) Retail
4 2 (4.17%) Games
5 1 (2.08%) Telecoms
Job Titles
1 20 (41.67%) Data Scientist
2 17 (35.42%) Analyst
3 13 (27.08%) Data Analyst
4 6 (12.50%) Insight Analyst
5 5 (10.42%) Data Insight Analyst
5 5 (10.42%) Data Modeller
5 5 (10.42%) Insight Data Analyst
5 5 (10.42%) Senior Data Scientist
6 3 (6.25%) Analyst Programmer
6 3 (6.25%) Data Programmer
6 3 (6.25%) Programmer
7 2 (4.17%) Machine Learning Scientist
7 2 (4.17%) Python Software Engineer
7 2 (4.17%) Security Operations Specialist
7 2 (4.17%) Security Specialist
7 2 (4.17%) Software Engineer
8 1 (2.08%) Campaign Manager
8 1 (2.08%) Marketing Campaign Manager
8 1 (2.08%) Senior Insight Analyst
8 1 (2.08%) Telecoms Manager
Libraries, Frameworks & Software Standards
1 5 (10.42%) HTML
2 4 (8.33%) MDX
3 2 (4.17%) Natural Language Processing
3 2 (4.17%) XML
3 2 (4.17%) XSL
4 1 (2.08%) CSS
4 1 (2.08%) Flash
Miscellaneous
1 27 (56.25%) Analytical Skills
2 14 (29.17%) Algorithms
3 4 (8.33%) Data Structures
4 2 (4.17%) Computer Science
4 2 (4.17%) Mobile App
5 1 (2.08%) Greenfield Project
5 1 (2.08%) Management Information System
Operating Systems
1 2 (4.17%) Linux
1 2 (4.17%) Unix
Processes & Methodologies
1 25 (52.08%) Analytics
2 23 (47.92%) Machine Learning
3 21 (43.75%) Statistics
4 17 (35.42%) Mathematics
5 16 (33.33%) Data Analysis
6 13 (27.08%) Artificial Intelligence
7 12 (25.00%) Data Modelling
7 12 (25.00%) Statistical Modelling
8 11 (22.92%) Data Analytics
9 10 (20.83%) Decision Tree
10 9 (18.75%) Mathematical Modelling
10 9 (18.75%) Predictive Modelling
11 8 (16.67%) Predictive Analytics
11 8 (16.67%) Visualisation
12 6 (12.50%) Actionable Insight
12 6 (12.50%) Data Visualisation
13 5 (10.42%) Business Intelligence
13 5 (10.42%) Data Cleansing
13 5 (10.42%) E-Commerce
13 5 (10.42%) Neural Network
Programming Languages
1 36 (75.00%) SQL
2 31 (64.58%) Python
3 27 (56.25%) R
4 15 (31.25%) MATLAB
5 13 (27.08%) C++
6 11 (22.92%) Java
7 5 (10.42%) JavaScript
8 3 (6.25%) VBA
9 2 (4.17%) C
9 2 (4.17%) Scala
10 1 (2.08%) C#
10 1 (2.08%) T-SQL
10 1 (2.08%) VB
Qualifications
1 23 (47.92%) PhD
2 2 (4.17%) Degree
2 2 (4.17%) Numerate Degree
3 1 (2.08%) Master's Degree
Quality Assurance & Compliance
1 1 (2.08%) Actionable Recommendations
1 1 (2.08%) PMO
1 1 (2.08%) SLA
Systems Management
1 2 (4.17%) Nessus
1 2 (4.17%) Nmap
Vendors
1 7 (14.58%) Tableau
2 5 (10.42%) Microsoft
3 3 (6.25%) Askia
3 3 (6.25%) Nebu
3 3 (6.25%) Oracle
4 2 (4.17%) Cisco
4 2 (4.17%) Google
5 1 (2.08%) Confirmit
Cheshire
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 6 days ago
Manchester, Lancashire
Premier IT
Posted: 6 days ago
Cheshire
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 22 days ago