The following table provides summary statistics for permanent job vacancies advertised in the North West 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
England / North West
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 268 236 236
Rank change year-on-year -32 0  
Permanent jobs citing Predictive Modelling 9 1 14
As % of all permanent IT jobs advertised in the North West 0.13% 0.018% 0.22%
As % of the Processes & Methodologies category 0.15% 0.020% 0.25%
Number of salaries quoted 9 1 1
Median salary £52,500 £40,000 £22,500
Median salary % change year-on-year +31.25% +77.77%  
UK excluding London median salary £41,000 £45,000 £38,750
% change year-on-year -8.88% +16.12%  

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 the North West with a requirement for process and methodology skills.

Process & Methodology Skills
North West
Permanent job vacancies with a requirement for process and methodology skills 6170 4961 5664
As % of all permanent IT job vacancies advertised in the North West 89.86% 88.27% 89.79%
Number of salaries quoted 4995 4193 4601
Median salary £44,000 £42,500 £40,000
Median salary % change year-on-year +3.52% +6.25%  
90% offered a salary of more than £30,000 £27,500 £27,500
10% offered a salary of more than £62,500 £60,000 £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 the North West

The job posting trend of jobs advertised in the North West 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 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 in the North West.

Salary trend for Predictive Modelling in the North West

Predictive Modelling
Salary Histogram in the North West

The salary distribution of IT jobs citing Predictive Modelling in the North West over the 3 months to 27 June 2017.

Salary histogram for Predictive Modelling 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 27 June 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 -27 8 £55,000 +37.50%
Predictive Modelling
England

For the 6 months to 27 June 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 16 (64.00%) SQL
2 13 (52.00%) R
2 13 (52.00%) Analytical Skills
3 12 (48.00%) Machine Learning
3 12 (48.00%) Analytics
3 12 (48.00%) PhD
4 11 (44.00%) Python
5 10 (40.00%) Decision Tree
5 10 (40.00%) SAS
6 9 (36.00%) Statistical Analysis
7 8 (32.00%) Data Mining
7 8 (32.00%) Tableau
8 7 (28.00%) Big Data
8 7 (28.00%) Visualisation
9 6 (24.00%) Data Modelling
9 6 (24.00%) Mathematics
9 6 (24.00%) Statistics
9 6 (24.00%) Stakeholder Management
9 6 (24.00%) Statistical Modelling
9 6 (24.00%) Data Analytics
9 6 (24.00%) Algorithms
10 5 (20.00%) Relational Database
10 5 (20.00%) Business Intelligence
10 5 (20.00%) Predictive Analytics
10 5 (20.00%) Data Cleansing
11 4 (16.00%) Agile Software Development
11 4 (16.00%) Data Analysis
11 4 (16.00%) Neural Network
11 4 (16.00%) Economics
11 4 (16.00%) Data Warehouse

Predictive Modelling
Co-occurring 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 10 (40.00%) SAS
2 4 (16.00%) Apache Spark
3 1 (4.00%) Apache
3 1 (4.00%) SharePoint
Applications
1 4 (16.00%) Microsoft Excel
1 4 (16.00%) SPSS
2 1 (4.00%) Microsoft Office
2 1 (4.00%) Microsoft PowerPoint
Business Applications
1 1 (4.00%) Eloqua
1 1 (4.00%) SAP InfiniteInsight
Cloud Services
1 1 (4.00%) Cortana Intelligence Suite
1 1 (4.00%) Office 365
Database & Business Intelligence
1 8 (32.00%) Data Mining
2 7 (28.00%) Big Data
3 5 (20.00%) Relational Database
4 4 (16.00%) Data Warehouse
4 4 (16.00%) Hadoop
4 4 (16.00%) NoSQL
5 3 (12.00%) QlikView
5 3 (12.00%) SQL Server Analysis Services
6 2 (8.00%) SQL Server Reporting Services
7 1 (4.00%) Amazon QuickSight
7 1 (4.00%) Apache Hive
7 1 (4.00%) Power BI
7 1 (4.00%) SAS EBI
7 1 (4.00%) SAS Enterprise Miner
7 1 (4.00%) Yellowfin
General
1 3 (12.00%) Finance
1 3 (12.00%) Games
2 2 (8.00%) Legal
3 1 (4.00%) Marketing
3 1 (4.00%) Telecoms
Job Titles
1 11 (44.00%) Data Scientist
2 8 (32.00%) Analyst
3 5 (20.00%) Data Modeller
3 5 (20.00%) Machine Learning Scientist
4 4 (16.00%) Insight Analyst
5 2 (8.00%) Business Intelligence Analyst
5 2 (8.00%) Customer Analyst
5 2 (8.00%) SQL Analyst
6 1 (4.00%) CRM Analyst
6 1 (4.00%) Customer Insight Analyst
6 1 (4.00%) Data Analyst
6 1 (4.00%) Data Manager
6 1 (4.00%) IT Analyst
6 1 (4.00%) Salesforce Analyst
6 1 (4.00%) SAS Analyst
Miscellaneous
1 13 (52.00%) Analytical Skills
2 6 (24.00%) Algorithms
3 1 (4.00%) Mobile Games
Processes & Methodologies
1 12 (48.00%) Analytics
1 12 (48.00%) Machine Learning
2 10 (40.00%) Decision Tree
3 9 (36.00%) Statistical Analysis
4 7 (28.00%) Visualisation
5 6 (24.00%) Data Analytics
5 6 (24.00%) Data Modelling
5 6 (24.00%) Mathematics
5 6 (24.00%) Stakeholder Management
5 6 (24.00%) Statistical Modelling
5 6 (24.00%) Statistics
6 5 (20.00%) Business Intelligence
6 5 (20.00%) Data Cleansing
6 5 (20.00%) Predictive Analytics
7 4 (16.00%) Agile Software Development
7 4 (16.00%) Data Analysis
7 4 (16.00%) Data Visualisation
7 4 (16.00%) Economics
7 4 (16.00%) Neural Network
7 4 (16.00%) Process Management
Programming Languages
1 16 (64.00%) SQL
2 13 (52.00%) R
3 11 (44.00%) Python
4 3 (12.00%) C++
5 2 (8.00%) MATLAB
5 2 (8.00%) Scala
5 2 (8.00%) VBA
6 1 (4.00%) C
Qualifications
1 12 (48.00%) PhD
2 3 (12.00%) Degree
3 2 (8.00%) Numerate Degree
Quality Assurance & Compliance
1 2 (8.00%) Data Quality
Vendors
1 8 (32.00%) Tableau
2 1 (4.00%) IBM
2 1 (4.00%) Microsoft
2 1 (4.00%) Salesforce.com
Cheshire
Churchill Frank
Salary: £55000 - £65000 per annum + Benefits
Posted: 20 days ago