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 3 months to 25 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
25 Mar 2017
Same period 2016 Same period 2015
Predictive Modelling
Rank 158 182 175
Rank change year-on-year +24 -7  
Permanent jobs citing Predictive Modelling 4 1 14
As % of all permanent IT jobs advertised in Leeds 0.15% 0.030% 0.38%
As % of the Processes & Methodologies category 0.17% 0.034% 0.42%
Number of salaries quoted 4 1 14
Median salary £39,250 £70,000 £30,000
Median salary % change year-on-year -43.92% +133.33%  
90% offered a salary of more than £35,300 £70,000 £28,500
10% offered a salary of more than £42,500 £70,000 £44,750
UK excluding London median salary £45,000 £60,000 £40,000
% change year-on-year -25.00% +50.00%  

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 Leeds with a requirement for process and methodology skills.

Process & Methodology Skills
Leeds
Permanent job vacancies with a requirement for process and methodology skills 2367 2976 3335
As % of all permanent IT job vacancies advertised in Leeds 91.18% 90.15% 90.70%
Number of salaries quoted 2073 2409 2631
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £31,500 £31,000 £30,000
10% offered a salary of more than £60,000 £60,000 £62,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Predictive Modelling
Job Vacancy Trend in Leeds

The job posting trend of jobs advertised in Leeds 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 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
Top 30 Related IT Skills in Leeds

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

1 9 (90.00%) MS Excel
2 7 (70.00%) Computer Science
2 7 (70.00%) Machine Learning
2 7 (70.00%) Algorithms
3 6 (60.00%) Kalman Filter
3 6 (60.00%) Time Series Analysis
3 6 (60.00%) Data Structures
3 6 (60.00%) Statistical Inference
3 6 (60.00%) Statistical Analysis
3 6 (60.00%) Statistics
3 6 (60.00%) Mathematics
3 6 (60.00%) Physics
3 6 (60.00%) Python
3 6 (60.00%) R
3 6 (60.00%) VBA
3 6 (60.00%) Validation
3 6 (60.00%) PhD
3 6 (60.00%) SQL
4 4 (40.00%) Data Mining
5 3 (30.00%) Business Intelligence
5 3 (30.00%) Microsoft
5 3 (30.00%) BusinessObjects
5 3 (30.00%) Project Management
5 3 (30.00%) VB
5 3 (30.00%) Data Modelling
5 3 (30.00%) Analytics
5 3 (30.00%) Customer Segmentation
5 3 (30.00%) Big Data
5 3 (30.00%) Statistical Modelling
5 3 (30.00%) Data Analytics

Predictive Modelling
Top Related 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 1 (10.00%) Apache Spark
Applications
1 9 (90.00%) MS Excel
Cloud Services
1 1 (10.00%) Amazon AWS
1 1 (10.00%) Amazon EC2
1 1 (10.00%) GitHub
1 1 (10.00%) Heroku
1 1 (10.00%) Microsoft Azure
Database & Business Intelligence
1 4 (40.00%) Data Mining
2 3 (30.00%) Big Data
2 3 (30.00%) BusinessObjects
3 1 (10.00%) Hadoop
3 1 (10.00%) Text Mining
General
1 3 (30.00%) Marketing
2 2 (20.00%) Back Office
Job Titles
1 5 (50.00%) Data Scientist
2 3 (30.00%) Analyst
3 2 (20.00%) Senior Analyst
4 1 (10.00%) Chief Technology Officer
4 1 (10.00%) Developer
4 1 (10.00%) Excel Analyst
4 1 (10.00%) Qualitative Analyst
4 1 (10.00%) Quantitative Analyst
4 1 (10.00%) Report Analyst
4 1 (10.00%) Senior Reporting Analyst
Miscellaneous
1 7 (70.00%) Algorithms
1 7 (70.00%) Computer Science
2 6 (60.00%) Data Structures
3 2 (20.00%) Analytical Skills
3 2 (20.00%) Management Information System
4 1 (10.00%) FMCG
4 1 (10.00%) Minimum Viable Product
4 1 (10.00%) User Experience
Processes & Methodologies
1 7 (70.00%) Machine Learning
2 6 (60.00%) Kalman Filter
2 6 (60.00%) Mathematics
2 6 (60.00%) Physics
2 6 (60.00%) Statistical Analysis
2 6 (60.00%) Statistical Inference
2 6 (60.00%) Statistics
2 6 (60.00%) Time Series Analysis
2 6 (60.00%) Validation
3 3 (30.00%) Analytics
3 3 (30.00%) Business Intelligence
3 3 (30.00%) Customer Segmentation
3 3 (30.00%) Data Analytics
3 3 (30.00%) Data Modelling
3 3 (30.00%) Project Management
3 3 (30.00%) Statistical Modelling
4 2 (20.00%) Process Management
5 1 (10.00%) Agile Software Development
5 1 (10.00%) Information Security
5 1 (10.00%) Workflow
Programming Languages
1 6 (60.00%) Python
1 6 (60.00%) R
1 6 (60.00%) SQL
1 6 (60.00%) VBA
2 3 (30.00%) VB
3 1 (10.00%) C#
3 1 (10.00%) C++
3 1 (10.00%) Java
Qualifications
1 6 (60.00%) PhD
2 1 (10.00%) Degree
Quality Assurance & Compliance
1 1 (10.00%) QA
Vendors
1 3 (30.00%) Microsoft
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