The following table provides summary statistics for permanent job vacancies advertised in 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 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Predictive Modelling
England / Yorkshire
Rank 220 252 258
Rank change year-on-year +32 +6  
Permanent jobs citing Predictive Modelling 8 3 12
As % of all permanent IT jobs advertised in Yorkshire 0.15% 0.047% 0.16%
As % of the Processes & Methodologies category 0.17% 0.053% 0.18%
Number of salaries quoted 8 2 12
Median salary £41,750 £50,000 £30,000
Median salary % change year-on-year -16.50% +66.66%  
90% offered a salary of more than £35,700 £34,000 £28,500
10% offered a salary of more than £43,250 £66,000 £48,250
UK excluding London median salary £45,000 £60,000 £41,250
% change year-on-year -25.00% +45.45%  

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 Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 4801 5682 6612
As % of all permanent IT job vacancies advertised in Yorkshire 90.74% 88.08% 90.18%
Number of salaries quoted 4176 4712 5302
Median salary £45,000 £42,000 £40,000
Median salary % change year-on-year +7.14% +5.00%  
90% offered a salary of more than £30,000 £30,000 £27,500
10% offered a salary of more than £60,000 £55,000 £60,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Predictive Modelling
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in 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 Yorkshire

Predictive Modelling
Salary Trend in Yorkshire

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

Salary trend for Predictive Modelling in Yorkshire

Predictive Modelling
Job Locations in 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 Yorkshire region over the 3 months to 23 March 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
West Yorkshire +28 4 £39,250 -43.92% 3
North Yorkshire - 3 £41,000 -
Predictive Modelling
England

Predictive Modelling
Top 30 Related IT Skills in Yorkshire

For the 6 months to 23 March 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 Yorkshire region with a requirement for Predictive Modelling.

1 10 (66.67%) SQL
1 10 (66.67%) MS Excel
2 7 (46.67%) Data Modelling
2 7 (46.67%) Statistics
2 7 (46.67%) Marketing
2 7 (46.67%) Mathematics
2 7 (46.67%) Computer Science
2 7 (46.67%) R
2 7 (46.67%) Machine Learning
2 7 (46.67%) Algorithms
3 6 (40.00%) Data Structures
3 6 (40.00%) Statistical Inference
3 6 (40.00%) Kalman Filter
3 6 (40.00%) Time Series Analysis
3 6 (40.00%) Analytical Skills
3 6 (40.00%) Physics
3 6 (40.00%) Statistical Analysis
3 6 (40.00%) Python
3 6 (40.00%) Validation
3 6 (40.00%) PhD
3 6 (40.00%) VBA
4 5 (33.33%) Customer Insight
4 5 (33.33%) Customer Segmentation
5 4 (26.67%) Analytics
5 4 (26.67%) Statistical Modelling
5 4 (26.67%) Data Analytics
5 4 (26.67%) Propensity Modelling
5 4 (26.67%) SharePoint
5 4 (26.67%) Data Mining
5 4 (26.67%) Direct Marketing

Predictive Modelling
Top Related IT Skills in 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:

Application Platforms
1 4 (26.67%) SharePoint
2 1 (6.67%) Apache Spark
2 1 (6.67%) SAS
Applications
1 10 (66.67%) MS Excel
2 1 (6.67%) MS Office
2 1 (6.67%) MS PowerPoint
Cloud Services
1 1 (6.67%) Amazon AWS
1 1 (6.67%) Amazon EC2
1 1 (6.67%) GitHub
1 1 (6.67%) Heroku
1 1 (6.67%) Microsoft Azure
Communications & Networking
1 1 (6.67%) Symposium
Database & Business Intelligence
1 4 (26.67%) Data Mining
2 3 (20.00%) Big Data
2 3 (20.00%) BusinessObjects
3 1 (6.67%) Base SAS
3 1 (6.67%) Hadoop
3 1 (6.67%) Text Mining
General
1 7 (46.67%) Marketing
2 3 (20.00%) Finance
3 2 (13.33%) Back Office
4 1 (6.67%) Pharmaceutical
Job Titles
1 8 (53.33%) Analyst
2 5 (33.33%) Data Scientist
3 3 (20.00%) Senior Analyst
4 1 (6.67%) Chief Technology Officer
4 1 (6.67%) Developer
4 1 (6.67%) Excel Analyst
4 1 (6.67%) Qualitative Analyst
4 1 (6.67%) Quantitative Analyst
4 1 (6.67%) Report Analyst
4 1 (6.67%) Senior Reporting Analyst
4 1 (6.67%) Senior Statistical Analyst
4 1 (6.67%) Statistical Analyst
Miscellaneous
1 7 (46.67%) Algorithms
1 7 (46.67%) Computer Science
2 6 (40.00%) Analytical Skills
2 6 (40.00%) Data Structures
3 2 (13.33%) Management Information System
4 1 (6.67%) Biotechnology
4 1 (6.67%) FMCG
4 1 (6.67%) Minimum Viable Product
4 1 (6.67%) User Experience
Processes & Methodologies
1 7 (46.67%) Data Modelling
1 7 (46.67%) Machine Learning
1 7 (46.67%) Mathematics
1 7 (46.67%) Statistics
2 6 (40.00%) Kalman Filter
2 6 (40.00%) Physics
2 6 (40.00%) Statistical Analysis
2 6 (40.00%) Statistical Inference
2 6 (40.00%) Time Series Analysis
2 6 (40.00%) Validation
3 5 (33.33%) Customer Insight
3 5 (33.33%) Customer Segmentation
4 4 (26.67%) Analytics
4 4 (26.67%) Data Analytics
4 4 (26.67%) Direct Marketing
4 4 (26.67%) Market Research
4 4 (26.67%) Propensity Modelling
4 4 (26.67%) Statistical Modelling
5 3 (20.00%) Business Intelligence
5 3 (20.00%) Project Management
Programming Languages
1 10 (66.67%) SQL
2 7 (46.67%) R
3 6 (40.00%) Python
3 6 (40.00%) VBA
4 3 (20.00%) VB
5 1 (6.67%) C
5 1 (6.67%) C#
5 1 (6.67%) C++
5 1 (6.67%) Java
5 1 (6.67%) MATLAB
Qualifications
1 6 (40.00%) PhD
2 2 (13.33%) Degree
Quality Assurance & Compliance
1 1 (6.67%) QA
Vendors
1 3 (20.00%) Microsoft
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