Period
to 22 February 2018

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 22 February 2018 with a comparison to the same period in the previous 2 years.

Predictive Analytics
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 203 229 -
Rank change year-on-year +26 - +265
Permanent jobs citing Predictive Analytics 13 9 0
As % of all permanent IT jobs advertised in Leeds 0.26% 0.17% -
As % of the Processes & Methodologies category 0.28% 0.19% -
Number of salaries quoted 13 9 0
Leeds median annual salary £39,000 £50,000 -
Median salary % change year-on-year -22.00% - -
West Yorkshire median annual salary £39,000 £50,000 -
% change year-on-year -22.00% - -

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 4,603 4,798 6,148
As % of all permanent IT jobs advertised in Leeds 93.08% 90.32% 90.32%
Number of salaries quoted 3,904 4,151 5,001
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £30,000 £26,750 £27,500
90th Percentile £62,500 £60,000 £62,000
West Yorkshire median annual salary £43,000 £42,500 £42,000
% change year-on-year +1.18% +1.19% +5.00%

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 22 February 2018.

Salary histogram for Predictive Analytics in Leeds

For the 6 months to 22 February 2018, IT jobs citing Predictive Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Leeds region with a requirement for Predictive Analytics.

1 13 (100.00%) Analytics
2 11 (84.62%) SAS
3 10 (76.92%) Finance
4 7 (53.85%) Business Intelligence
4 7 (53.85%) Data Mining
4 7 (53.85%) ETL
4 7 (53.85%) SQL
4 7 (53.85%) Data Warehouse
4 7 (53.85%) Data Analysis
4 7 (53.85%) Data Cleansing
4 7 (53.85%) Visualisation
4 7 (53.85%) Data Visualisation
5 6 (46.15%) Tableau
5 6 (46.15%) Data Transformation
5 6 (46.15%) Data Analytics
5 6 (46.15%) Business Analytics
5 6 (46.15%) Cognos
6 5 (38.46%) Python
6 5 (38.46%) R
7 4 (30.77%) Predictive Modelling
7 4 (30.77%) Microsoft Excel
7 4 (30.77%) Data Modelling
7 4 (30.77%) Stakeholder Management
8 3 (23.08%) Microsoft PowerPoint
8 3 (23.08%) Microsoft
8 3 (23.08%) Customer Insight
9 2 (15.38%) Machine Learning
10 1 (7.69%) Agile Software Development
10 1 (7.69%) Microsoft Analysis Services
10 1 (7.69%) SQL Server Reporting Services

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 11 (84.62%) SAS
2 1 (7.69%) SharePoint
Applications
1 4 (30.77%) Microsoft Excel
2 3 (23.08%) Microsoft PowerPoint
3 1 (7.69%) SPSS
Cloud Services
1 1 (7.69%) Cortana Intelligence Suite
1 1 (7.69%) Microsoft Azure
Database & Business Intelligence
1 7 (53.85%) Data Mining
1 7 (53.85%) Data Warehouse
2 1 (7.69%) Azure SQL Database
2 1 (7.69%) Big Data
2 1 (7.69%) Data Lake
2 1 (7.69%) Hadoop
2 1 (7.69%) Microsoft Analysis Services
2 1 (7.69%) Power BI
2 1 (7.69%) RDBMS
2 1 (7.69%) Relational Database
2 1 (7.69%) SQL Server
2 1 (7.69%) SQL Server Analysis Services
2 1 (7.69%) SQL Server Integration Services
2 1 (7.69%) SQL Server Reporting Services
General
1 10 (76.92%) Finance
Job Titles
1 6 (46.15%) Trainer
2 3 (23.08%) Analyst
3 2 (15.38%) Data Modeller
3 2 (15.38%) Senior Analyst
3 2 (15.38%) Senior Data Modeller
4 1 (7.69%) Business Consultant
4 1 (7.69%) Business Intelligence Consultant
4 1 (7.69%) Chief Technology Officer
4 1 (7.69%) Consultant
4 1 (7.69%) Data Analyst
4 1 (7.69%) Microsoft BI Consultant
4 1 (7.69%) Microsoft Consultant
Miscellaneous
1 1 (7.69%) Algorithms
1 1 (7.69%) Computer Science
1 1 (7.69%) Credit Risk
Processes & Methodologies
1 13 (100.00%) Analytics
2 7 (53.85%) Business Intelligence
2 7 (53.85%) Data Analysis
2 7 (53.85%) Data Cleansing
2 7 (53.85%) Data Visualisation
2 7 (53.85%) ETL
2 7 (53.85%) Visualisation
3 6 (46.15%) Business Analytics
3 6 (46.15%) Data Analytics
3 6 (46.15%) Data Transformation
4 4 (30.77%) Data Modelling
4 4 (30.77%) Predictive Modelling
4 4 (30.77%) Stakeholder Management
5 3 (23.08%) Customer Insight
6 2 (15.38%) Machine Learning
7 1 (7.69%) Data Architecture
7 1 (7.69%) Deep Learning
7 1 (7.69%) IT Strategy
7 1 (7.69%) Kimball Methodology
7 1 (7.69%) Statistical Modelling
Programming Languages
1 7 (53.85%) SQL
2 5 (38.46%) Python
2 5 (38.46%) R
Qualifications
1 1 (7.69%) Degree
1 1 (7.69%) SC Cleared
1 1 (7.69%) Security Cleared
Vendors
1 6 (46.15%) Cognos
1 6 (46.15%) Tableau
2 3 (23.08%) Microsoft
3 1 (7.69%) Google
3 1 (7.69%) Twitter