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 23 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Feb 2017
Same period 2016 Same period 2015
Predictive Modelling
England / North West
Rank 229 233 254
Rank change year-on-year
+4 +21
Permanent jobs citing Predictive Modelling 16 4 3
As % of all permanent IT jobs located in the North West 0.27% 0.071% 0.043%
As % of the Processes & Methodologies category 0.30% 0.080% 0.049%
Number of salaries quoted 14 3 3
Median salary £50,000 £45,000 £45,000
Median salary % change year-on-year
+11.11% -
90% offered a salary of more than £36,500 £24,200 £43,000
10% offered a salary of more than £56,750 £61,000 £57,000
UK excluding London median salary £45,000 £50,000 £45,000
% change year-on-year
-10.00% +11.11%

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
5417 4989 6132
As % of all permanent IT jobs located in the North West 90.33% 88.22% 87.76%
Number of salaries quoted 4498 4145 5123
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £28,500 £28,000 £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 23 February 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 23 February 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 -17 10 £50,000 -9.09% 1
Cheshire +18 3 £52,500 +176.31% 1
Merseyside - 3 £45,000 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in the North West

For the 6 months to 23 February 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 20 (80.00%) SQL
2 15 (60.00%) Python
2 15 (60.00%) PhD
2 15 (60.00%) R
3 14 (56.00%) Machine Learning
3 14 (56.00%) Statistics
4 13 (52.00%) Analytical Skills
5 12 (48.00%) Decision Tree
6 11 (44.00%) Statistical Analysis
7 10 (40.00%) Data Analysis
7 10 (40.00%) Visualisation
8 9 (36.00%) Tableau
8 9 (36.00%) Analytics
8 9 (36.00%) Data Mining
8 9 (36.00%) SAS
9 8 (32.00%) Big Data
10 7 (28.00%) Agile Software Development
11 6 (24.00%) Mathematics
11 6 (24.00%) Data Modelling
11 6 (24.00%) Statistical Modelling
12 5 (20.00%) Relational Database
12 5 (20.00%) Data Quality
12 5 (20.00%) QlikView
12 5 (20.00%) Data Cleansing
12 5 (20.00%) Linear Regression
12 5 (20.00%) Predictive Analytics
12 5 (20.00%) Logistic Regression
12 5 (20.00%) Validation
13 4 (16.00%) Games
13 4 (16.00%) Economics

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 (36.00%) SAS
2 2 (8.00%) Apache Spark
3 1 (4.00%) Apache
3 1 (4.00%) Apache Pig
3 1 (4.00%) SharePoint
Applications
1 4 (16.00%) SPSS
2 3 (12.00%) Stata
3 1 (4.00%) MS Excel
Business Applications
1 1 (4.00%) Eloqua
1 1 (4.00%) FastStats
Cloud Services
1 1 (4.00%) Office 365
Database & Business Intelligence
1 9 (36.00%) Data Mining
2 8 (32.00%) Big Data
3 5 (20.00%) QlikView
3 5 (20.00%) Relational Database
4 4 (16.00%) NoSQL
5 3 (12.00%) Data Warehouse
5 3 (12.00%) Hadoop
5 3 (12.00%) SQL Server Reporting Services
6 2 (8.00%) Apache Hive
6 2 (8.00%) Power BI
7 1 (4.00%) Amazon QuickSight
7 1 (4.00%) BusinessObjects
7 1 (4.00%) BusinessObjects Business Intelligence
7 1 (4.00%) Qlik Sense
7 1 (4.00%) SQL Server
7 1 (4.00%) SQL Server Integration Services
7 1 (4.00%) Yellowfin
General
1 4 (16.00%) Games
2 2 (8.00%) Legal
2 2 (8.00%) Marketing
3 1 (4.00%) Telecoms
Job Titles
1 14 (56.00%) Data Scientist
2 5 (20.00%) Analyst
2 5 (20.00%) Data Modeller
3 3 (12.00%) Junior
3 3 (12.00%) Junior Data Scientist
4 2 (8.00%) Business Intelligence Analyst
4 2 (8.00%) Insight Analyst
4 2 (8.00%) SQL Analyst
5 1 (4.00%) Consultant
5 1 (4.00%) CRM Analyst
5 1 (4.00%) Customer Analyst
5 1 (4.00%) Data Analyst
5 1 (4.00%) Data Consultant
5 1 (4.00%) Data Insight Analyst
5 1 (4.00%) Data Warehouse Consultant
5 1 (4.00%) Insight Data Analyst
5 1 (4.00%) IT Analyst
5 1 (4.00%) Machine Learning Scientist
5 1 (4.00%) Salesforce Analyst
5 1 (4.00%) SAS Analyst
Miscellaneous
1 13 (52.00%) Analytical Skills
2 3 (12.00%) Computer Science
2 3 (12.00%) Social Media
3 2 (8.00%) Algorithms
4 1 (4.00%) Digital Media
4 1 (4.00%) Mobile Games
Operating Systems
1 2 (8.00%) Linux
1 2 (8.00%) Unix
Processes & Methodologies
1 14 (56.00%) Machine Learning
1 14 (56.00%) Statistics
2 12 (48.00%) Decision Tree
3 11 (44.00%) Statistical Analysis
4 10 (40.00%) Data Analysis
4 10 (40.00%) Visualisation
5 9 (36.00%) Analytics
6 7 (28.00%) Agile Software Development
7 6 (24.00%) Data Modelling
7 6 (24.00%) Mathematics
7 6 (24.00%) Statistical Modelling
8 5 (20.00%) Data Cleansing
8 5 (20.00%) Linear Regression
8 5 (20.00%) Logistic Regression
8 5 (20.00%) Predictive Analytics
8 5 (20.00%) Validation
9 4 (16.00%) Business Intelligence
9 4 (16.00%) Data Visualisation
9 4 (16.00%) Economics
9 4 (16.00%) Exploratory Data Analysis
Programming Languages
1 20 (80.00%) SQL
2 15 (60.00%) Python
2 15 (60.00%) R
3 4 (16.00%) VBA
4 3 (12.00%) C++
4 3 (12.00%) MATLAB
4 3 (12.00%) Scala
5 2 (8.00%) C#
5 2 (8.00%) Java
6 1 (4.00%) Shell Script
6 1 (4.00%) T-SQL
Qualifications
1 15 (60.00%) PhD
2 4 (16.00%) Degree
Quality Assurance & Compliance
1 5 (20.00%) Data Quality
Vendors
1 9 (36.00%) Tableau
2 1 (4.00%) Microsoft
2 1 (4.00%) Minitab
2 1 (4.00%) Oracle
2 1 (4.00%) Salesforce.com
2 1 (4.00%) SAP
Greater Manchester
Verticality Ltd
Salary: £40000 - £45000 per annum
Posted: 3 days ago
Cheshire
Churchill Frank
Salary: £40000 - £70000 per annum + Bonus + Pension
Posted: 21 days ago