Period
to 11 December 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Predictive Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Predictive Analytics over the 6 months to 11 December 2017 with a comparison to the same period in the previous 2 years.

Predictive Analytics
6 months to
11 Dec 2017
Same period 2016 Same period 2015
Rank 193 216 275
Rank change year-on-year +23 +59 +8
Permanent jobs citing Predictive Analytics 20 13 1
As % of all permanent IT jobs advertised in Leeds 0.41% 0.24% 0.014%
As % of the Processes & Methodologies category 0.44% 0.27% 0.016%
Number of salaries quoted 19 13 0
Leeds median annual salary £35,000 £50,000 -
Median salary % change year-on-year -30.00% - -
West Yorkshire median annual salary £35,000 £50,000 -
% change year-on-year -30.00% - -

Predictive Analytics 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 4554 4849 6404
As % of all permanent IT jobs advertised in Leeds 92.50% 90.72% 91.81%
Number of salaries quoted 3840 4149 5146
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £28,000 £26,250 £27,500
90th Percentile £62,500 £62,000 £60,000
West Yorkshire median annual salary £43,000 £42,500 £42,500
% change year-on-year +1.18% - +6.25%

Predictive Analytics
Job Vacancy Trend in Leeds

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

Job vacancy trend for Predictive Analytics in Leeds

Predictive Analytics
Salary Trend in Leeds

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

Salary trend for Predictive Analytics in Leeds

Predictive Analytics
Salary Histogram in Leeds

The salary distribution of IT jobs citing Predictive Analytics in Leeds over the 6 months to 11 December 2017.

Salary histogram for Predictive Analytics in Leeds

For the 6 months to 11 December 2017, IT jobs citing Predictive Analytics 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 Analytics.

1 20 (100.00%) Analytics
2 17 (85.00%) SAS
3 16 (80.00%) Finance
4 13 (65.00%) Data Analysis
4 13 (65.00%) Business Intelligence
4 13 (65.00%) Data Mining
4 13 (65.00%) ETL
4 13 (65.00%) SQL
4 13 (65.00%) Data Warehouse
4 13 (65.00%) Data Visualisation
4 13 (65.00%) Data Cleansing
4 13 (65.00%) Visualisation
5 12 (60.00%) Tableau
5 12 (60.00%) Data Transformation
5 12 (60.00%) Cognos
5 12 (60.00%) Data Analytics
5 12 (60.00%) Business Analytics
6 6 (30.00%) Python
6 6 (30.00%) R
7 5 (25.00%) Predictive Modelling
8 4 (20.00%) Microsoft Excel
8 4 (20.00%) Data Modelling
8 4 (20.00%) Stakeholder Management
9 3 (15.00%) Microsoft PowerPoint
9 3 (15.00%) Customer Insight
10 2 (10.00%) Machine Learning
10 2 (10.00%) Mathematics
10 2 (10.00%) Microsoft
10 2 (10.00%) Big Data
11 1 (5.00%) Kimball Methodology

Predictive Analytics
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 17 (85.00%) SAS
2 1 (5.00%) Apache
2 1 (5.00%) nginx
2 1 (5.00%) SharePoint
Applications
1 4 (20.00%) Microsoft Excel
2 3 (15.00%) Microsoft PowerPoint
3 1 (5.00%) SPSS
Cloud Services
1 1 (5.00%) Cortana Intelligence Suite
1 1 (5.00%) Microsoft Azure
Database & Business Intelligence
1 13 (65.00%) Data Mining
1 13 (65.00%) Data Warehouse
2 2 (10.00%) Big Data
3 1 (5.00%) Azure SQL Database
3 1 (5.00%) Data Lake
3 1 (5.00%) Hadoop
3 1 (5.00%) Microsoft Analysis Services
3 1 (5.00%) Power BI
3 1 (5.00%) RDBMS
3 1 (5.00%) Relational Database
3 1 (5.00%) SQL Server
3 1 (5.00%) SQL Server Analysis Services
3 1 (5.00%) SQL Server Integration Services
3 1 (5.00%) SQL Server Reporting Services
General
1 16 (80.00%) Finance
Job Titles
1 12 (60.00%) Trainer
2 3 (15.00%) Analyst
3 2 (10.00%) Data Modeller
3 2 (10.00%) Senior Analyst
3 2 (10.00%) Senior Data Modeller
4 1 (5.00%) Business Consultant
4 1 (5.00%) Business Intelligence Consultant
4 1 (5.00%) Consultant
4 1 (5.00%) Data Analyst
4 1 (5.00%) Data Scientist
4 1 (5.00%) Developer
4 1 (5.00%) Java Developer
4 1 (5.00%) Microsoft BI Consultant
4 1 (5.00%) Microsoft Consultant
Miscellaneous
1 1 (5.00%) Algorithms
1 1 (5.00%) Computer Science
1 1 (5.00%) Credit Risk
1 1 (5.00%) Smart City
Processes & Methodologies
1 20 (100.00%) Analytics
2 13 (65.00%) Business Intelligence
2 13 (65.00%) Data Analysis
2 13 (65.00%) Data Cleansing
2 13 (65.00%) Data Visualisation
2 13 (65.00%) ETL
2 13 (65.00%) Visualisation
3 12 (60.00%) Business Analytics
3 12 (60.00%) Data Analytics
3 12 (60.00%) Data Transformation
4 5 (25.00%) Predictive Modelling
5 4 (20.00%) Data Modelling
5 4 (20.00%) Stakeholder Management
6 3 (15.00%) Customer Insight
7 2 (10.00%) Machine Learning
7 2 (10.00%) Mathematics
8 1 (5.00%) Data Conversion
8 1 (5.00%) Data Integration
8 1 (5.00%) Physics
8 1 (5.00%) Use Case
Programming Languages
1 13 (65.00%) SQL
2 6 (30.00%) Python
2 6 (30.00%) R
3 1 (5.00%) Java
Qualifications
1 1 (5.00%) Degree
1 1 (5.00%) SC Cleared
1 1 (5.00%) Security Cleared
Vendors
1 12 (60.00%) Cognos
1 12 (60.00%) Tableau
2 2 (10.00%) Microsoft
3 1 (5.00%) Google
3 1 (5.00%) Twitter