Period
to 24 November 2017

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 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Analysis
North West > Manchester
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 272 271 267
Rank change year-on-year -1 -4 +11
Permanent jobs citing Statistical Analysis 16 18 2
As % of all permanent IT jobs advertised in Manchester 0.20% 0.24% 0.027%
As % of the Processes & Methodologies category 0.22% 0.26% 0.029%
Number of salaries quoted 15 22 2
Manchester median annual salary £55,000 £40,000 £32,500
Median salary % change year-on-year +37.50% +23.08% +66.67%
10th Percentile £36,650 £27,500 £28,000
90th Percentile £80,500 £42,500 £37,000
North West median annual salary £55,000 £34,000 £32,500
% change year-on-year +61.76% +4.62% +42.86%

Statistical Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 7227 6825 6809
As % of all permanent IT jobs advertised in Manchester 91.11% 91.09% 90.88%
Number of salaries quoted 5971 5849 5647
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% +3.90%
10th Percentile £26,500 £26,750 £25,000
90th Percentile £66,000 £63,750 £60,000
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - +1.27%

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 6 months to 24 November 2017.

Salary histogram for Statistical Analysis in Manchester

For the 6 months to 24 November 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 12 (75.00%) SQL
2 11 (68.75%) Python
2 11 (68.75%) Analytics
3 10 (62.50%) R
4 8 (50.00%) Statistics
5 7 (43.75%) Mathematics
5 7 (43.75%) Predictive Modelling
6 6 (37.50%) Degree
6 6 (37.50%) C++
6 6 (37.50%) PhD
6 6 (37.50%) Econometrics
6 6 (37.50%) Bayesian Methods
6 6 (37.50%) Master's Degree
7 5 (31.25%) SAS
7 5 (31.25%) Microsoft Excel
7 5 (31.25%) Economics
7 5 (31.25%) Microsoft PowerPoint
8 4 (25.00%) Operations Research
8 4 (25.00%) Applied Mathematics
8 4 (25.00%) Computer Science
8 4 (25.00%) Visualisation
8 4 (25.00%) Machine Learning
8 4 (25.00%) Big Data
8 4 (25.00%) Microsoft
8 4 (25.00%) SQL Server
8 4 (25.00%) Microsoft Office
8 4 (25.00%) C#
8 4 (25.00%) Data Analysis
8 4 (25.00%) Agile Software Development
8 4 (25.00%) Price Optimisation

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 5 (31.25%) SAS
2 2 (12.50%) Apache Pig
2 2 (12.50%) Apache Spark
Applications
1 5 (31.25%) Microsoft Excel
1 5 (31.25%) Microsoft PowerPoint
2 4 (25.00%) Microsoft Office
3 3 (18.75%) SPSS
Database & Business Intelligence
1 4 (25.00%) Big Data
1 4 (25.00%) SQL Server
2 3 (18.75%) Data Warehouse
3 2 (12.50%) Apache Hive
3 2 (12.50%) Data Mining
3 2 (12.50%) Hadoop
3 2 (12.50%) NoSQL
3 2 (12.50%) QlikView
3 2 (12.50%) Relational Database
4 1 (6.25%) Power BI
4 1 (6.25%) SQL Server Integration Services
4 1 (6.25%) SQL Server Reporting Services
Development Applications
1 4 (25.00%) SQL Server Management Studio (SSMS)
General
1 2 (12.50%) Games
1 2 (12.50%) Marketing
1 2 (12.50%) Retail
2 1 (6.25%) Telecoms
Job Titles
1 7 (43.75%) Data Scientist
2 4 (25.00%) Research Scientist
3 2 (12.50%) Analyst
3 2 (12.50%) Machine Learning Scientist
3 2 (12.50%) Senior Data Scientist
4 1 (6.25%) Developer
4 1 (6.25%) Implementation Manager
4 1 (6.25%) Quality Manager
4 1 (6.25%) Telecoms Manager
Libraries, Frameworks & Software Standards
1 1 (6.25%) Drools
Miscellaneous
1 4 (25.00%) Computer Science
2 2 (12.50%) Analytical Skills
2 2 (12.50%) Mobile App
Processes & Methodologies
1 11 (68.75%) Analytics
2 8 (50.00%) Statistics
3 7 (43.75%) Mathematics
3 7 (43.75%) Predictive Modelling
4 6 (37.50%) Bayesian Methods
4 6 (37.50%) Econometrics
5 5 (31.25%) Economics
6 4 (25.00%) Agile Software Development
6 4 (25.00%) Applied Mathematics
6 4 (25.00%) Data Analysis
6 4 (25.00%) Machine Learning
6 4 (25.00%) Mathematical Modelling
6 4 (25.00%) Operations Research
6 4 (25.00%) Price Optimisation
6 4 (25.00%) Pricing Strategy
6 4 (25.00%) Time Series Analysis
6 4 (25.00%) Visualisation
7 3 (18.75%) Neural Network
8 2 (12.50%) Data Visualisation
8 2 (12.50%) Predictive Analytics
Programming Languages
1 12 (75.00%) SQL
2 11 (68.75%) Python
3 10 (62.50%) R
4 6 (37.50%) C++
5 4 (25.00%) C#
6 3 (18.75%) MATLAB
7 1 (6.25%) Java
Qualifications
1 6 (37.50%) Degree
1 6 (37.50%) Master's Degree
1 6 (37.50%) PhD
2 2 (12.50%) Numerate Degree
Quality Assurance & Compliance
1 1 (6.25%) PMO
Vendors
1 4 (25.00%) Microsoft
2 2 (12.50%) Tableau