Period
to 23 November 2017

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 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
England > Yorkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 290 319 356
Rank change year-on-year +29 +37 +18
Permanent jobs citing Predictive Modelling 19 19 6
As % of all permanent IT jobs advertised in Yorkshire 0.19% 0.17% 0.046%
As % of the Processes & Methodologies category 0.21% 0.19% 0.051%
Number of salaries quoted 18 19 6
Yorkshire median annual salary £41,250 £26,000 £42,500
Median salary % change year-on-year +58.65% -38.82% +41.67%
10th Percentile £30,925 £26,000 £37,500
90th Percentile £45,250 £44,000 £53,125
England median annual salary £57,500 £51,250 £55,000
% change year-on-year +12.20% -6.82% -12.00%

Predictive Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8883 10042 11835
As % of all permanent IT jobs advertised in Yorkshire 90.14% 89.67% 90.21%
Number of salaries quoted 7439 8453 9634
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +1.27%
10th Percentile £26,250 £26,250 £26,075
90th Percentile £61,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Predictive Modelling
Job Vacancy Trend in Yorkshire

Job postings citing Predictive Modelling as a percentage of all IT jobs advertised in Yorkshire.

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
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Predictive Modelling in Yorkshire over the 6 months to 23 November 2017.

Salary histogram 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 6 months to 23 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +16 18 £42,500 +63.46%
South Yorkshire - 1 £29,500 -
Predictive Modelling
England

For the 6 months to 23 November 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 17 (89.47%) Analytics
2 15 (78.95%) Microsoft Excel
3 13 (68.42%) Data Modelling
4 11 (57.89%) Business Intelligence
4 11 (57.89%) Analytical Skills
5 10 (52.63%) Data Mining
5 10 (52.63%) Microsoft
5 10 (52.63%) Marketing
6 9 (47.37%) BusinessObjects
6 9 (47.37%) VB
6 9 (47.37%) Data Analytics
6 9 (47.37%) Statistical Modelling
7 7 (36.84%) SAS
8 6 (31.58%) Finance
8 6 (31.58%) Stakeholder Management
8 6 (31.58%) Predictive Analytics
9 5 (26.32%) R
10 4 (21.05%) Python
11 3 (15.79%) Project Management
11 3 (15.79%) Microsoft PowerPoint
11 3 (15.79%) Customer Insight
12 2 (10.53%) Machine Learning
12 2 (10.53%) Customer Segmentation
12 2 (10.53%) Data Analysis
12 2 (10.53%) SQL
13 1 (5.26%) Java
13 1 (5.26%) MS Access
13 1 (5.26%) VBA
13 1 (5.26%) Oracle
13 1 (5.26%) Microsoft Office

Predictive Modelling
Co-occurring 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 7 (36.84%) SAS
2 1 (5.26%) Apache
2 1 (5.26%) nginx
Applications
1 15 (78.95%) Microsoft Excel
2 3 (15.79%) Microsoft PowerPoint
3 1 (5.26%) Microsoft Office
3 1 (5.26%) SPSS
Cloud Services
1 1 (5.26%) Cortana Intelligence Suite
Database & Business Intelligence
1 10 (52.63%) Data Mining
2 9 (47.37%) BusinessObjects
3 1 (5.26%) Base SAS
3 1 (5.26%) Big Data
3 1 (5.26%) MS Access
3 1 (5.26%) SAS Data Integration Studio
3 1 (5.26%) SAS Enterprise Guide
General
1 10 (52.63%) Marketing
2 6 (31.58%) Finance
Job Titles
1 8 (42.11%) Developer
2 7 (36.84%) Analyst
3 5 (26.32%) Senior Analyst
4 3 (15.79%) Data Modeller
4 3 (15.79%) Report Analyst
5 2 (10.53%) Excel Analyst
5 2 (10.53%) Senior Data Modeller
5 2 (10.53%) Senior Reporting Analyst
6 1 (5.26%) Data Analyst
6 1 (5.26%) Data Manager
6 1 (5.26%) Java Developer
6 1 (5.26%) SAS Analyst
6 1 (5.26%) Statistical Analyst
6 1 (5.26%) Statistical Data Analyst
Miscellaneous
1 11 (57.89%) Analytical Skills
2 1 (5.26%) Credit Risk
2 1 (5.26%) FMCG
2 1 (5.26%) Smart City
Processes & Methodologies
1 17 (89.47%) Analytics
2 13 (68.42%) Data Modelling
3 11 (57.89%) Business Intelligence
4 9 (47.37%) Data Analytics
4 9 (47.37%) Statistical Modelling
5 6 (31.58%) Predictive Analytics
5 6 (31.58%) Stakeholder Management
6 3 (15.79%) Customer Insight
6 3 (15.79%) Project Management
7 2 (10.53%) Customer Segmentation
7 2 (10.53%) Data Analysis
7 2 (10.53%) Machine Learning
8 1 (5.26%) Agile Software Development
8 1 (5.26%) Artificial Intelligence
8 1 (5.26%) Customer Analytics
8 1 (5.26%) Data Protection
8 1 (5.26%) Financial Modelling
8 1 (5.26%) Logistics
8 1 (5.26%) Mathematics
8 1 (5.26%) Open Source
Programming Languages
1 9 (47.37%) VB
2 5 (26.32%) R
3 4 (21.05%) Python
4 2 (10.53%) SQL
5 1 (5.26%) Java
5 1 (5.26%) VBA
Qualifications
1 1 (5.26%) Degree
1 1 (5.26%) Numerate Degree
Quality Assurance & Compliance
1 1 (5.26%) QA
Vendors
1 10 (52.63%) Microsoft
2 1 (5.26%) IBM
2 1 (5.26%) Oracle