Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 24 November 2017 with a comparison to the same period in the previous 2 years.

Predictive Modelling
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 199 218 -
Rank change year-on-year +19 - +288
Permanent jobs citing Predictive Modelling 18 18 0
As % of all permanent IT jobs advertised in Leeds 0.36% 0.33% -
As % of the Processes & Methodologies category 0.39% 0.36% -
Number of salaries quoted 17 18 0
Leeds median annual salary £42,500 £26,000 -
Median salary % change year-on-year +63.46% - -
West Yorkshire median annual salary £42,500 £26,000 -
% change year-on-year +63.46% - -

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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 4576 4958 6389
As % of all permanent IT jobs advertised in Leeds 92.20% 90.89% 91.89%
Number of salaries quoted 3849 4248 5088
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £62,500 £62,500 £60,300
West Yorkshire median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

Predictive Modelling
Job Vacancy Trend in Leeds

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

Job vacancy trend for Predictive Modelling in Leeds

Predictive Modelling
Salary Trend in Leeds

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

Salary trend for Predictive Modelling in Leeds

Predictive Modelling
Salary Histogram in Leeds

The salary distribution of IT jobs citing Predictive Modelling in Leeds over the 6 months to 24 November 2017.

Salary histogram for Predictive Modelling in Leeds

For the 6 months to 24 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 Leeds region with a requirement for Predictive Modelling.

1 16 (88.89%) Analytics
2 14 (77.78%) Microsoft Excel
3 13 (72.22%) Data Modelling
4 11 (61.11%) Business Intelligence
5 10 (55.56%) Microsoft
5 10 (55.56%) Data Mining
5 10 (55.56%) Marketing
5 10 (55.56%) Analytical Skills
6 9 (50.00%) Data Analytics
6 9 (50.00%) Statistical Modelling
6 9 (50.00%) VB
6 9 (50.00%) BusinessObjects
7 6 (33.33%) Finance
7 6 (33.33%) Stakeholder Management
7 6 (33.33%) SAS
8 5 (27.78%) Predictive Analytics
8 5 (27.78%) R
9 4 (22.22%) Python
10 3 (16.67%) Project Management
10 3 (16.67%) Microsoft PowerPoint
10 3 (16.67%) Customer Insight
11 2 (11.11%) Customer Segmentation
11 2 (11.11%) Data Analysis
11 2 (11.11%) Machine Learning
12 1 (5.56%) Cortana Intelligence Suite
12 1 (5.56%) Smart City
12 1 (5.56%) Big Data
12 1 (5.56%) Artificial Intelligence
12 1 (5.56%) Logistics
12 1 (5.56%) SAS Data Integration Studio

Predictive Modelling
Co-occurring IT Skills in Leeds 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 6 (33.33%) SAS
2 1 (5.56%) Apache
2 1 (5.56%) nginx
Applications
1 14 (77.78%) Microsoft Excel
2 3 (16.67%) Microsoft PowerPoint
3 1 (5.56%) Microsoft Office
3 1 (5.56%) SPSS
Cloud Services
1 1 (5.56%) Cortana Intelligence Suite
Database & Business Intelligence
1 10 (55.56%) Data Mining
2 9 (50.00%) BusinessObjects
3 1 (5.56%) Base SAS
3 1 (5.56%) Big Data
3 1 (5.56%) SAS Data Integration Studio
3 1 (5.56%) SAS Enterprise Guide
General
1 10 (55.56%) Marketing
2 6 (33.33%) Finance
Job Titles
1 8 (44.44%) Developer
2 6 (33.33%) Analyst
3 5 (27.78%) Senior Analyst
4 3 (16.67%) Data Modeller
4 3 (16.67%) Report Analyst
5 2 (11.11%) Excel Analyst
5 2 (11.11%) Senior Data Modeller
5 2 (11.11%) Senior Reporting Analyst
6 1 (5.56%) Data Manager
6 1 (5.56%) Java Developer
6 1 (5.56%) SAS Analyst
Miscellaneous
1 10 (55.56%) Analytical Skills
2 1 (5.56%) Credit Risk
2 1 (5.56%) FMCG
2 1 (5.56%) Smart City
Processes & Methodologies
1 16 (88.89%) Analytics
2 13 (72.22%) Data Modelling
3 11 (61.11%) Business Intelligence
4 9 (50.00%) Data Analytics
4 9 (50.00%) Statistical Modelling
5 6 (33.33%) Stakeholder Management
6 5 (27.78%) Predictive Analytics
7 3 (16.67%) Customer Insight
7 3 (16.67%) Project Management
8 2 (11.11%) Customer Segmentation
8 2 (11.11%) Data Analysis
8 2 (11.11%) Machine Learning
9 1 (5.56%) Agile Software Development
9 1 (5.56%) Artificial Intelligence
9 1 (5.56%) Customer Analytics
9 1 (5.56%) Data Protection
9 1 (5.56%) Financial Modelling
9 1 (5.56%) Logistics
9 1 (5.56%) Open Source
9 1 (5.56%) Time Series Analysis
Programming Languages
1 9 (50.00%) VB
2 5 (27.78%) R
3 4 (22.22%) Python
4 1 (5.56%) Java
4 1 (5.56%) SQL
4 1 (5.56%) VBA
Vendors
1 10 (55.56%) Microsoft
2 1 (5.56%) IBM
2 1 (5.56%) Oracle