The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 28 June 2017 with a comparison to the same period in the previous 2 years.

Statistical Analysis
North West / Manchester
3 months to
28 Jun 2017
Same period 2016 Same period 2015
Rank 178 165 178
Rank change year-on-year -13 +13  
Permanent jobs citing Statistical Analysis 31 13 5
As % of all permanent IT jobs advertised in Manchester 0.74% 0.37% 0.15%
As % of the Processes & Methodologies category 0.81% 0.41% 0.17%
Number of salaries quoted 30 13 4
Median salary £30,000 £40,000 £33,750
Median salary % change year-on-year -25.00% +18.51%  
90% offered a salary of more than £26,250 £37,500 £29,675
10% offered a salary of more than £60,000 £42,500 £41,350
UK excluding London median salary £36,000 £40,000 £35,000
% change year-on-year -10.00% +14.28%  

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 Manchester with a requirement for process and methodology skills.

Process & Methodology Skills
Manchester
Permanent job vacancies with a requirement for process and methodology skills 3827 3151 2994
As % of all permanent IT job vacancies advertised in Manchester 91.01% 90.18% 90.32%
Number of salaries quoted 13866 11083 10262
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £27,500 £27,500 £26,250
10% offered a salary of more than £67,500 £63,750 £65,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Statistical Analysis
Job Vacancy Trend in Manchester

Job postings citing Statistical Analysis as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Statistical Analysis in Manchester

Statistical Analysis
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistical Analysis in Manchester.

Salary trend for Statistical Analysis in Manchester

Statistical Analysis
Salary Histogram in Manchester

The salary distribution of IT jobs citing Statistical Analysis in Manchester over the 3 months to 28 June 2017.

Salary histogram for Statistical Analysis in Manchester

Statistical Analysis
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistical Analysis within the Manchester region over the 3 months to 28 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
Stockport -11 10 £28,750 -28.12%
Statistical Analysis
North West

For the 6 months to 28 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 Manchester region with a requirement for Statistical Analysis.

1 36 (76.60%) SQL
2 31 (65.96%) Python
3 27 (57.45%) R
4 26 (55.32%) Analytical Skills
5 25 (53.19%) Analytics
6 23 (48.94%) Machine Learning
6 23 (48.94%) PhD
7 21 (44.68%) Statistics
8 17 (36.17%) Mathematics
9 15 (31.91%) MATLAB
9 15 (31.91%) Data Analysis
9 15 (31.91%) Big Data
10 14 (29.79%) Algorithms
11 13 (27.66%) Artificial Intelligence
11 13 (27.66%) C++
12 12 (25.53%) Data Modelling
12 12 (25.53%) Statistical Modelling
13 11 (23.40%) Data Analytics
13 11 (23.40%) Apache Hive
13 11 (23.40%) Hadoop
13 11 (23.40%) Marketing
13 11 (23.40%) Java
14 10 (21.28%) Microsoft Excel
14 10 (21.28%) Decision Tree
15 9 (19.15%) Mathematical Modelling
15 9 (19.15%) SPSS
15 9 (19.15%) Predictive Modelling
16 8 (17.02%) Visualisation
16 8 (17.02%) Predictive Analytics
17 7 (14.89%) Tableau

Statistical Analysis
Co-occurring IT Skills in Manchester 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 (12.77%) SAS
2 2 (4.26%) Apache Pig
2 2 (4.26%) Apache Spark
Applications
1 10 (21.28%) Microsoft Excel
2 9 (19.15%) SPSS
3 3 (6.38%) Microsoft PowerPoint
4 1 (2.13%) Spreadsheet
Business Applications
1 4 (8.51%) Dynamics CRM
Communications & Networking
1 2 (4.26%) Internet
1 2 (4.26%) TCP/IP
1 2 (4.26%) tcpdump
Database & Business Intelligence
1 15 (31.91%) Big Data
2 11 (23.40%) Apache Hive
2 11 (23.40%) Hadoop
3 7 (14.89%) Data Warehouse
3 7 (14.89%) Relational Database
4 6 (12.77%) Data Mining
5 4 (8.51%) NoSQL
5 4 (8.51%) OLAP
6 2 (4.26%) Oracle Database
6 2 (4.26%) QlikView
7 1 (2.13%) MySQL
General
1 11 (23.40%) Marketing
2 4 (8.51%) Finance
3 3 (6.38%) Advertising
3 3 (6.38%) Retail
4 2 (4.26%) Games
5 1 (2.13%) Telecoms
Job Titles
1 20 (42.55%) Data Scientist
2 16 (34.04%) Analyst
3 12 (25.53%) Data Analyst
4 6 (12.77%) Insight Analyst
5 5 (10.64%) Data Insight Analyst
5 5 (10.64%) Data Modeller
5 5 (10.64%) Insight Data Analyst
5 5 (10.64%) Senior Data Scientist
6 3 (6.38%) Analyst Programmer
6 3 (6.38%) Data Programmer
6 3 (6.38%) Programmer
7 2 (4.26%) Machine Learning Scientist
7 2 (4.26%) Python Software Engineer
7 2 (4.26%) Security Operations Specialist
7 2 (4.26%) Security Specialist
7 2 (4.26%) Software Engineer
8 1 (2.13%) Marketing Manager
8 1 (2.13%) Quality Manager
8 1 (2.13%) Senior Analyst
8 1 (2.13%) Telecoms Manager
Libraries, Frameworks & Software Standards
1 5 (10.64%) HTML
2 4 (8.51%) MDX
3 2 (4.26%) Natural Language Processing
3 2 (4.26%) XML
3 2 (4.26%) XSL
4 1 (2.13%) CSS
Miscellaneous
1 26 (55.32%) Analytical Skills
2 14 (29.79%) Algorithms
3 4 (8.51%) Data Structures
4 2 (4.26%) Computer Science
4 2 (4.26%) Mobile App
5 1 (2.13%) Greenfield Project
Operating Systems
1 2 (4.26%) Linux
1 2 (4.26%) Unix
Processes & Methodologies
1 25 (53.19%) Analytics
2 23 (48.94%) Machine Learning
3 21 (44.68%) Statistics
4 17 (36.17%) Mathematics
5 15 (31.91%) Data Analysis
6 13 (27.66%) Artificial Intelligence
7 12 (25.53%) Data Modelling
7 12 (25.53%) Statistical Modelling
8 11 (23.40%) Data Analytics
9 10 (21.28%) Decision Tree
10 9 (19.15%) Mathematical Modelling
10 9 (19.15%) Predictive Modelling
11 8 (17.02%) Predictive Analytics
11 8 (17.02%) Visualisation
12 6 (12.77%) Actionable Insight
12 6 (12.77%) Data Visualisation
13 5 (10.64%) Agile Software Development
13 5 (10.64%) Data Cleansing
13 5 (10.64%) Economics
13 5 (10.64%) Neural Network
Programming Languages
1 36 (76.60%) SQL
2 31 (65.96%) Python
3 27 (57.45%) R
4 15 (31.91%) MATLAB
5 13 (27.66%) C++
6 11 (23.40%) Java
7 5 (10.64%) JavaScript
8 2 (4.26%) C
8 2 (4.26%) Scala
8 2 (4.26%) VBA
9 1 (2.13%) C#
9 1 (2.13%) T-SQL
Qualifications
1 23 (48.94%) PhD
2 2 (4.26%) Degree
2 2 (4.26%) Numerate Degree
3 1 (2.13%) Master's Degree
Quality Assurance & Compliance
1 1 (2.13%) Actionable Recommendations
1 1 (2.13%) PMO
1 1 (2.13%) SLA
Systems Management
1 2 (4.26%) Nessus
1 2 (4.26%) Nmap
Vendors
1 7 (14.89%) Tableau
2 5 (10.64%) Microsoft
3 3 (6.38%) Askia
3 3 (6.38%) Nebu
4 2 (4.26%) Cisco
4 2 (4.26%) Google
4 2 (4.26%) Oracle
5 1 (2.13%) Confirmit
Manchester, Lancashire
Premier IT
Posted: 6 days ago