The table below looks at the statistics for Predictive Modelling skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Predictive Modelling over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Predictive Modelling
England / North West
Rank 237 231 255
Rank change year-on-year
-6 +24
Permanent jobs citing Predictive Modelling 11 8 2
As % of all permanent IT jobs located in the North West 0.19% 0.14% 0.029%
As % of the Processes & Methodologies category 0.21% 0.16% 0.034%
Number of salaries quoted 9 6 2
Median salary £52,500 £43,750 £52,000
Median salary % change year-on-year
+20.00% -15.86%
90% offered a salary of more than £29,500 £27,500 £45,600
10% offered a salary of more than £57,500 £56,250 £58,400
UK excluding London median salary £45,000 £47,500 £44,000
% change year-on-year
-5.26% +7.95%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the North West region.

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5218 4865 5931
As % of all permanent IT jobs located in the North West 88.92% 87.30% 86.51%
Number of salaries quoted 4386 4042 5077
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £28,000 £28,500 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Predictive Modelling
Jobs Demand Trend in the North West

The demand trend of job ads across the North West region citing Predictive Modelling as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Predictive Modelling Jobs Demand Trend in the North West

Predictive Modelling
Salary Trend in the North West

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

Predictive Modelling Salary Trend in the North West

Predictive Modelling
Salary Histogram in the North West

This chart provides a salary histogram for IT jobs citing Predictive Modelling across the North West region over the 3 months to 21 January 2017.

Predictive Modelling Salary Histogram in the North West

Predictive Modelling
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 Predictive Modelling within the North West region over the 3 months to 21 January 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 -10 7 £50,000 +11.11% 2
Cheshire +13 3 £52,500 +133.33%
Merseyside -6 1 £55,000 +37.50%
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 21 January 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 North West region with a requirement for Predictive Modelling.

1 15 (71.43%) SQL
2 13 (61.90%) Python
2 13 (61.90%) R
3 12 (57.14%) Machine Learning
3 12 (57.14%) Data Analysis
3 12 (57.14%) Statistics
4 11 (52.38%) Data Mining
5 9 (42.86%) SAS
5 9 (42.86%) PhD
6 8 (38.10%) Agile Software Development
6 8 (38.10%) Analytics
6 8 (38.10%) Analytical Skills
6 8 (38.10%) Visualisation
7 7 (33.33%) Big Data
8 6 (28.57%) QlikView
8 6 (28.57%) Statistical Analysis
8 6 (28.57%) Business Intelligence
9 5 (23.81%) Data Warehouse
9 5 (23.81%) Degree
9 5 (23.81%) Mathematics
9 5 (23.81%) SQL Server Reporting Services
9 5 (23.81%) Validation
9 5 (23.81%) Data Quality
9 5 (23.81%) Statistical Modelling
10 4 (19.05%) Relational Database
10 4 (19.05%) Exploratory Data Analysis
10 4 (19.05%) Power BI
10 4 (19.05%) Tableau
10 4 (19.05%) Predictive Analytics
10 4 (19.05%) Logistic Regression

Predictive Modelling
Top Related 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 9 (42.86%) SAS
2 2 (9.52%) Apache Spark
2 2 (9.52%) SharePoint
3 1 (4.76%) Apache
3 1 (4.76%) Apache Pig
Applications
1 4 (19.05%) SPSS
2 3 (14.29%) Stata
3 1 (4.76%) MS Excel
Business Applications
1 1 (4.76%) Eloqua
1 1 (4.76%) FastStats
Cloud Services
1 2 (9.52%) Office 365
Database & Business Intelligence
1 11 (52.38%) Data Mining
2 7 (33.33%) Big Data
3 6 (28.57%) QlikView
4 5 (23.81%) Data Warehouse
4 5 (23.81%) SQL Server Reporting Services
5 4 (19.05%) Power BI
5 4 (19.05%) Relational Database
6 3 (14.29%) BusinessObjects
6 3 (14.29%) BusinessObjects Business Intelligence
6 3 (14.29%) Hadoop
6 3 (14.29%) NoSQL
6 3 (14.29%) Qlik Sense
6 3 (14.29%) SQL Server
6 3 (14.29%) SQL Server Integration Services
7 2 (9.52%) Apache Hive
8 1 (4.76%) Amazon QuickSight
General
1 3 (14.29%) Games
2 2 (9.52%) Legal
2 2 (9.52%) Local Government
2 2 (9.52%) Marketing
3 1 (4.76%) Finance
3 1 (4.76%) Law
3 1 (4.76%) Telecoms
Job Titles
1 12 (57.14%) Data Scientist
2 5 (23.81%) Analyst
3 3 (14.29%) Consultant
3 3 (14.29%) Data Warehouse Consultant
3 3 (14.29%) Junior
3 3 (14.29%) Junior Data Scientist
4 2 (9.52%) Business Intelligence Analyst
4 2 (9.52%) Business Intelligence Consultant
4 2 (9.52%) Insight Analyst
4 2 (9.52%) QlikView Consultant
4 2 (9.52%) SAP BusinessObjects (BO) Consultant
5 1 (4.76%) CRM Analyst
5 1 (4.76%) Customer Analyst
5 1 (4.76%) Data Analyst
5 1 (4.76%) Data Consultant
5 1 (4.76%) Data Insight Analyst
5 1 (4.76%) Data Modeller
5 1 (4.76%) Insight Data Analyst
5 1 (4.76%) SAS Analyst
5 1 (4.76%) Senior Data Scientist
Miscellaneous
1 12 (57.14%) Statistics
2 8 (38.10%) Analytical Skills
2 8 (38.10%) Visualisation
3 5 (23.81%) Mathematics
4 3 (14.29%) Computer Science
4 3 (14.29%) Economics
4 3 (14.29%) Social Media
5 2 (9.52%) Algorithms
5 2 (9.52%) Artificial Intelligence
5 2 (9.52%) Neural Network
5 2 (9.52%) Physics
6 1 (4.76%) Applied Mathematics
6 1 (4.76%) Data Extraction
6 1 (4.76%) Digital Media
6 1 (4.76%) Mobile Games
Operating Systems
1 2 (9.52%) Linux
1 2 (9.52%) Unix
Processes & Methodologies
1 12 (57.14%) Data Analysis
1 12 (57.14%) Machine Learning
2 8 (38.10%) Agile Software Development
2 8 (38.10%) Analytics
3 6 (28.57%) Business Intelligence
3 6 (28.57%) Statistical Analysis
4 5 (23.81%) Statistical Modelling
4 5 (23.81%) Validation
5 4 (19.05%) Exploratory Data Analysis
5 4 (19.05%) Logistic Regression
5 4 (19.05%) Predictive Analytics
6 3 (14.29%) Bayesian Methods
6 3 (14.29%) Data Visualisation
6 3 (14.29%) PRINCE
6 3 (14.29%) Sentiment Analysis
7 2 (9.52%) Deep Learning
7 2 (9.52%) Numerical Analysis
7 2 (9.52%) Performance Testing
7 2 (9.52%) Time Series Analysis
7 2 (9.52%) Time Series Forecasting
Programming Languages
1 15 (71.43%) SQL
2 13 (61.90%) Python
2 13 (61.90%) R
3 3 (14.29%) Scala
3 3 (14.29%) T-SQL
3 3 (14.29%) VBA
4 2 (9.52%) C#
4 2 (9.52%) C++
4 2 (9.52%) Java
4 2 (9.52%) MATLAB
5 1 (4.76%) Shell Script
Qualifications
1 9 (42.86%) PhD
2 5 (23.81%) Degree
Quality Assurance & Compliance
1 5 (23.81%) Data Quality
Vendors
1 4 (19.05%) Tableau
2 3 (14.29%) Microsoft
2 3 (14.29%) SAP
3 1 (4.76%) Minitab
3 1 (4.76%) Oracle
3 1 (4.76%) Salesforce.com
Manchester
Churchill Frank
Salary: £40000 - £60000 per annum + Bonus
Posted: 18 hours ago
Manchester
Robert Walters UK
Salary: £45000 - £55000 per annum
Posted: 8 days ago