The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire 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 25 April 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
Yorkshire / West Yorkshire
3 months to
25 Apr 2017
Same period 2016 Same period 2015
Rank 185 202 209
Rank change year-on-year +17 +7  
Permanent jobs citing Predictive Modelling 3 1 12
As % of all permanent IT jobs advertised in West Yorkshire 0.084% 0.023% 0.24%
As % of the Processes & Methodologies category 0.092% 0.026% 0.27%
Number of salaries quoted 3 1 12
Median salary £36,000 £70,000 £29,250
Median salary % change year-on-year -48.57% +139.31%  
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 West Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
West Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 3252 3889 4451
As % of all permanent IT job vacancies advertised in West Yorkshire 91.45% 90.59% 89.72%
Number of salaries quoted 2863 3164 3458
Median salary £45,000 £42,500 £41,000
Median salary % change year-on-year +5.88% +3.65%  
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £62,500 £60,000 £61,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Predictive Modelling
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West Yorkshire 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 West Yorkshire

Predictive Modelling
Salary Trend in West Yorkshire

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

Salary trend for Predictive Modelling in West Yorkshire

Predictive Modelling
Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Predictive Modelling within the West Yorkshire region over the 3 months to 25 April 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
Leeds +21 3 £36,000 -48.57%
Predictive Modelling
Yorkshire

For the 6 months to 25 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 West Yorkshire region with a requirement for Predictive Modelling.

1 5 (55.56%) PhD
1 5 (55.56%) SQL
1 5 (55.56%) VBA
1 5 (55.56%) Python
1 5 (55.56%) Validation
1 5 (55.56%) Statistical Analysis
1 5 (55.56%) Statistics
1 5 (55.56%) Mathematics
1 5 (55.56%) Physics
1 5 (55.56%) Computer Science
1 5 (55.56%) R
1 5 (55.56%) Machine Learning
1 5 (55.56%) Kalman Filter
1 5 (55.56%) Time Series Analysis
1 5 (55.56%) Data Structures
1 5 (55.56%) Algorithms
1 5 (55.56%) Statistical Inference
2 4 (44.44%) Statistical Modelling
2 4 (44.44%) Data Analytics
2 4 (44.44%) Analytics
2 4 (44.44%) Customer Segmentation
2 4 (44.44%) Marketing
2 4 (44.44%) Microsoft Excel
2 4 (44.44%) VB
2 4 (44.44%) Data Modelling
2 4 (44.44%) Data Mining
2 4 (44.44%) Business Intelligence
2 4 (44.44%) Microsoft
2 4 (44.44%) BusinessObjects
2 4 (44.44%) Project Management

Predictive Modelling
Co-occurring IT Skills in West Yorkshire 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:

Applications
1 4 (44.44%) Microsoft Excel
Database & Business Intelligence
1 4 (44.44%) BusinessObjects
1 4 (44.44%) Data Mining
2 3 (33.33%) Big Data
General
1 4 (44.44%) Marketing
2 2 (22.22%) Back Office
Job Titles
1 4 (44.44%) Analyst
1 4 (44.44%) Data Scientist
2 3 (33.33%) Senior Analyst
3 2 (22.22%) Excel Analyst
3 2 (22.22%) Report Analyst
3 2 (22.22%) Senior Reporting Analyst
4 1 (11.11%) Developer
4 1 (11.11%) Qualitative Analyst
4 1 (11.11%) Quantitative Analyst
Miscellaneous
1 5 (55.56%) Algorithms
1 5 (55.56%) Computer Science
1 5 (55.56%) Data Structures
2 3 (33.33%) Analytical Skills
3 2 (22.22%) Management Information System
Processes & Methodologies
1 5 (55.56%) Kalman Filter
1 5 (55.56%) Machine Learning
1 5 (55.56%) Mathematics
1 5 (55.56%) Physics
1 5 (55.56%) Statistical Analysis
1 5 (55.56%) Statistical Inference
1 5 (55.56%) Statistics
1 5 (55.56%) Time Series Analysis
1 5 (55.56%) Validation
2 4 (44.44%) Analytics
2 4 (44.44%) Business Intelligence
2 4 (44.44%) Customer Segmentation
2 4 (44.44%) Data Analytics
2 4 (44.44%) Data Modelling
2 4 (44.44%) Project Management
2 4 (44.44%) Statistical Modelling
3 2 (22.22%) Process Management
Programming Languages
1 5 (55.56%) Python
1 5 (55.56%) R
1 5 (55.56%) SQL
1 5 (55.56%) VBA
2 4 (44.44%) VB
Qualifications
1 5 (55.56%) PhD
Vendors
1 4 (44.44%) Microsoft