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

Predictive Modelling
North West / Manchester
3 months to
29 Apr 2017
Same period 2016 Same period 2015
Rank 195 - -
Rank change year-on-year - 0  
Permanent jobs citing Predictive Modelling 7 0 0
As % of all permanent IT jobs advertised in Manchester 0.17% - -
As % of the Processes & Methodologies category 0.19% - -
Number of salaries quoted 6 0 0
Median salary £46,250 - -
UK excluding London median salary £45,000 £60,000 £37,000
% change year-on-year -25.00% +62.16%  

Predictive Modelling 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 3701 3117 3205
As % of all permanent IT job vacancies advertised in Manchester 91.88% 89.93% 88.54%
Number of salaries quoted 3140 2638 2621
Median salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50%  
90% offered a salary of more than £30,000 £28,500 £27,500
10% offered a salary of more than £62,500 £57,500 £62,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Predictive Modelling
Job Vacancy Trend in Manchester

The job posting trend of jobs advertised in Manchester citing Predictive Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Predictive Modelling in Manchester

Predictive Modelling
Salary Trend in Manchester

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

Salary trend for Predictive Modelling in Manchester

Predictive Modelling
Salary Histogram in Manchester

The salary distribution of IT jobs citing Predictive Modelling in Manchester over the 3 months to 29 April 2017.

Salary histogram for Predictive Modelling in Manchester

For the 6 months to 29 April 2017, IT jobs citing Predictive 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 Predictive Modelling.

1 10 (71.43%) SQL
1 10 (71.43%) PhD
1 10 (71.43%) Decision Tree
2 9 (64.29%) Analytical Skills
3 8 (57.14%) Python
3 8 (57.14%) Statistical Analysis
4 7 (50.00%) R
5 6 (42.86%) Tableau
5 6 (42.86%) Machine Learning
5 6 (42.86%) Data Modelling
6 5 (35.71%) Analytics
6 5 (35.71%) Data Cleansing
6 5 (35.71%) Visualisation
7 4 (28.57%) Statistics
7 4 (28.57%) Predictive Analytics
7 4 (28.57%) Mathematics
7 4 (28.57%) Agile Software Development
7 4 (28.57%) Data Analysis
7 4 (28.57%) SAS
8 3 (21.43%) C++
8 3 (21.43%) Neural Network
8 3 (21.43%) Economics
8 3 (21.43%) Data Visualisation
8 3 (21.43%) NoSQL
8 3 (21.43%) Deep Learning
8 3 (21.43%) Relational Database
8 3 (21.43%) Bayesian Methods
8 3 (21.43%) Algorithms
9 2 (14.29%) Linear Regression
9 2 (14.29%) Statistical Modelling

Predictive 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 4 (28.57%) SAS
2 1 (7.14%) Apache
2 1 (7.14%) Apache Spark
Applications
1 1 (7.14%) Microsoft Excel
1 1 (7.14%) Microsoft Office
1 1 (7.14%) Microsoft PowerPoint
1 1 (7.14%) SPSS
Business Applications
1 1 (7.14%) Eloqua
1 1 (7.14%) SAP InfiniteInsight
Database & Business Intelligence
1 3 (21.43%) NoSQL
1 3 (21.43%) Relational Database
2 2 (14.29%) Data Mining
3 1 (7.14%) Amazon QuickSight
3 1 (7.14%) Apache Hive
3 1 (7.14%) Big Data
3 1 (7.14%) Data Warehouse
3 1 (7.14%) Hadoop
3 1 (7.14%) QlikView
3 1 (7.14%) SAS Enterprise Miner
3 1 (7.14%) SQL Server Analysis Services
3 1 (7.14%) Yellowfin
General
1 1 (7.14%) Finance
1 1 (7.14%) Games
1 1 (7.14%) Marketing
1 1 (7.14%) Telecoms
Job Titles
1 6 (42.86%) Data Scientist
2 5 (35.71%) Data Modeller
3 3 (21.43%) Analyst
4 2 (14.29%) Customer Analyst
4 2 (14.29%) Insight Analyst
5 1 (7.14%) CRM Analyst
5 1 (7.14%) Customer Insight Analyst
5 1 (7.14%) IT Analyst
5 1 (7.14%) Machine Learning Scientist
5 1 (7.14%) Salesforce Analyst
5 1 (7.14%) SAS Analyst
5 1 (7.14%) SQL Analyst
Miscellaneous
1 9 (64.29%) Analytical Skills
2 3 (21.43%) Algorithms
3 1 (7.14%) Computer Science
3 1 (7.14%) Mobile Games
Operating Systems
1 1 (7.14%) Linux
1 1 (7.14%) Unix
Processes & Methodologies
1 10 (71.43%) Decision Tree
2 8 (57.14%) Statistical Analysis
3 6 (42.86%) Data Modelling
3 6 (42.86%) Machine Learning
4 5 (35.71%) Analytics
4 5 (35.71%) Data Cleansing
4 5 (35.71%) Visualisation
5 4 (28.57%) Agile Software Development
5 4 (28.57%) Data Analysis
5 4 (28.57%) Mathematics
5 4 (28.57%) Predictive Analytics
5 4 (28.57%) Statistics
6 3 (21.43%) Bayesian Methods
6 3 (21.43%) Data Visualisation
6 3 (21.43%) Deep Learning
6 3 (21.43%) Economics
6 3 (21.43%) Neural Network
7 2 (14.29%) Linear Regression
7 2 (14.29%) Numerical Analysis
7 2 (14.29%) Statistical Modelling
Programming Languages
1 10 (71.43%) SQL
2 8 (57.14%) Python
3 7 (50.00%) R
4 3 (21.43%) C++
5 2 (14.29%) MATLAB
5 2 (14.29%) Scala
6 1 (7.14%) C
6 1 (7.14%) C#
6 1 (7.14%) Java
Qualifications
1 10 (71.43%) PhD
2 1 (7.14%) Degree
Vendors
1 6 (42.86%) Tableau
2 1 (7.14%) Salesforce.com
Manchester, Lancashire
Oscar
Salary: £30000 - £42000 per annum + Benefits
Posted: 3 days ago
Manchester, Lancashire
Car finance 247
Salary: £30k - 40k per year + Benefits
Posted: 26 days ago