Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Statistical Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistical Modelling over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Statistical Modelling
North West > Manchester
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 289 270 267
Rank change year-on-year -19 -3 +16
Permanent jobs citing Statistical Modelling 16 14 5
As % of all permanent IT jobs advertised in Manchester 0.20% 0.19% 0.067%
As % of the Processes & Methodologies category 0.22% 0.21% 0.074%
Number of salaries quoted 16 15 2
Manchester median annual salary £57,500 £30,000 £38,750
Median salary % change year-on-year +91.67% -22.58% -18.42%
10th Percentile £47,500 £27,500 £36,625
90th Percentile £72,500 £53,500 £39,875
North West median annual salary £55,000 £30,000 £37,230
% change year-on-year +83.33% -19.42% +14.55%

Statistical Modelling 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 7172 6742 6762
As % of all permanent IT jobs advertised in Manchester 91.06% 91.11% 90.98%
Number of salaries quoted 5931 5779 5606
Manchester median annual salary £44,500 £42,500 £40,000
Median salary % change year-on-year +4.71% +6.25% +3.90%
10th Percentile £26,250 £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 Modelling
Job Vacancy Trend in Manchester

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

Job vacancy trend for Statistical Modelling in Manchester

Statistical Modelling
Salary Trend in Manchester

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

Salary trend for Statistical Modelling in Manchester

Statistical Modelling
Salary Histogram in Manchester

The salary distribution of IT jobs citing Statistical Modelling in Manchester over the 6 months to 19 November 2017.

Salary histogram for Statistical Modelling in Manchester

For the 6 months to 19 November 2017, IT jobs citing Statistical Modelling 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 Modelling.

1 16 (100.00%) Machine Learning
2 13 (81.25%) R
3 12 (75.00%) Python
4 10 (62.50%) SAS
5 9 (56.25%) Mathematics
6 7 (43.75%) Computer Science
6 7 (43.75%) Predictive Modelling
6 7 (43.75%) Stakeholder Management
6 7 (43.75%) Analytics
6 7 (43.75%) Analytical Skills
6 7 (43.75%) Algorithms
7 6 (37.50%) SQL
8 5 (31.25%) Apache Spark
8 5 (31.25%) Big Data
9 4 (25.00%) Quantitative Research
9 4 (25.00%) Creative Thinking
9 4 (25.00%) SAS Certification
9 4 (25.00%) Finance
9 4 (25.00%) Degree
9 4 (25.00%) Hadoop
10 3 (18.75%) Data Mining
10 3 (18.75%) Open Source
11 2 (12.50%) Data Analytics
11 2 (12.50%) Fintech
11 2 (12.50%) User Experience
11 2 (12.50%) Telecoms
11 2 (12.50%) SQL Server
11 2 (12.50%) Marketing
11 2 (12.50%) Data Analysis
11 2 (12.50%) Artificial Intelligence

Statistical Modelling
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 10 (62.50%) SAS
2 5 (31.25%) Apache Spark
3 1 (6.25%) Jupyter
Database & Business Intelligence
1 5 (31.25%) Big Data
2 4 (25.00%) Hadoop
3 3 (18.75%) Data Mining
4 2 (12.50%) SQL Server
5 1 (6.25%) Lumira
5 1 (6.25%) NoSQL
5 1 (6.25%) Relational Database
5 1 (6.25%) Text Mining
General
1 4 (25.00%) Finance
2 2 (12.50%) Marketing
2 2 (12.50%) Telecoms
Job Titles
1 11 (68.75%) Data Scientist
2 7 (43.75%) Machine Learning Scientist
3 4 (25.00%) Analyst
3 4 (25.00%) Senior Analyst
4 1 (6.25%) Process Engineer
Libraries, Frameworks & Software Standards
1 1 (6.25%) CoreNLP
1 1 (6.25%) Keras
1 1 (6.25%) Natural Language Processing
1 1 (6.25%) scikit-learn
1 1 (6.25%) TensorFlow
Miscellaneous
1 7 (43.75%) Algorithms
1 7 (43.75%) Analytical Skills
1 7 (43.75%) Computer Science
2 2 (12.50%) Fintech
2 2 (12.50%) User Experience
3 1 (6.25%) Social Media
Processes & Methodologies
1 16 (100.00%) Machine Learning
2 9 (56.25%) Mathematics
3 7 (43.75%) Analytics
3 7 (43.75%) Predictive Modelling
3 7 (43.75%) Stakeholder Management
4 4 (25.00%) Creative Thinking
4 4 (25.00%) Quantitative Research
5 3 (18.75%) Open Source
6 2 (12.50%) Artificial Intelligence
6 2 (12.50%) Data Analysis
6 2 (12.50%) Data Analytics
6 2 (12.50%) Software Engineering
7 1 (6.25%) Actionable Insight
7 1 (6.25%) Customer Insight
7 1 (6.25%) Data Visualisation
7 1 (6.25%) Neural Network
7 1 (6.25%) Product Management
7 1 (6.25%) Sentiment Analysis
7 1 (6.25%) Statistics
7 1 (6.25%) Visualisation
Programming Languages
1 13 (81.25%) R
2 12 (75.00%) Python
3 6 (37.50%) SQL
4 1 (6.25%) Java
4 1 (6.25%) MATLAB
4 1 (6.25%) Scala
Qualifications
1 4 (25.00%) Degree
1 4 (25.00%) SAS Certification
2 1 (6.25%) PhD
Vendors
1 1 (6.25%) SAP