The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Cluster Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cluster Analysis over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Cluster Analysis
London / City of London
Rank 215 267 308
Rank change year-on-year +52 +41  
Permanent jobs citing Cluster Analysis 4 3 7
As % of all permanent IT jobs advertised in the City of London 0.080% 0.043% 0.069%
As % of the Processes & Methodologies category 0.088% 0.047% 0.079%
Number of salaries quoted 4 2 7
Median salary £60,000 £35,000 £28,000
Median salary % change year-on-year +71.42% +25.00%  
UK excluding London median salary £42,500 £35,000 £46,250
% change year-on-year +21.42% -24.32%  

Cluster Analysis 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 the City of London with a requirement for process and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4527 6340 8881
As % of all permanent IT job vacancies advertised in the City of London 90.36% 90.21% 87.81%
Number of salaries quoted 4133 5640 7475
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £41,000 £42,500 £37,500
10% offered a salary of more than £87,500 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Cluster Analysis
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing Cluster Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Cluster Analysis in the City of London

Cluster Analysis
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cluster Analysis in the City of London.

Salary trend for Cluster Analysis in the City of London

Cluster Analysis
Salary Histogram in the City of London

The salary distribution of IT jobs citing Cluster Analysis in the City of London over the 3 months to 23 March 2017.

Salary histogram for Cluster Analysis in the City of London

Cluster Analysis
Top 30 Related IT Skills in the City of London

For the 6 months to 23 March 2017, IT jobs citing Cluster Analysis 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 City of London region with a requirement for Cluster Analysis.

1 3 (75.00%) SQL
1 3 (75.00%) Data Mining
1 3 (75.00%) R
1 3 (75.00%) Analytics
1 3 (75.00%) Relational Database
2 2 (50.00%) Machine Learning
2 2 (50.00%) Apache Spark
2 2 (50.00%) Algorithms
2 2 (50.00%) Apache Cassandra
2 2 (50.00%) Logistic Regression
2 2 (50.00%) Marketing
2 2 (50.00%) Hadoop
2 2 (50.00%) Apache Hive
2 2 (50.00%) Text Mining
2 2 (50.00%) Python
2 2 (50.00%) CHAID
2 2 (50.00%) MATLAB
3 1 (25.00%) Finance
3 1 (25.00%) Law
3 1 (25.00%) Legal
3 1 (25.00%) Manufacturing
3 1 (25.00%) Teradata
3 1 (25.00%) MS Excel
3 1 (25.00%) SQL Server
3 1 (25.00%) Apache
3 1 (25.00%) Lucene
3 1 (25.00%) Data Analysis
3 1 (25.00%) SAS
3 1 (25.00%) SPSS
3 1 (25.00%) MongoDB

Cluster Analysis
Top Related IT Skills in the City of London 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 2 (50.00%) Apache Spark
2 1 (25.00%) Apache
2 1 (25.00%) Apache Solr
2 1 (25.00%) SAS
Applications
1 1 (25.00%) MS Excel
1 1 (25.00%) SPSS
Database & Business Intelligence
1 3 (75.00%) Data Mining
1 3 (75.00%) Relational Database
2 2 (50.00%) Apache Cassandra
2 2 (50.00%) Apache Hive
2 2 (50.00%) Hadoop
2 2 (50.00%) Text Mining
3 1 (25.00%) MongoDB
3 1 (25.00%) NoSQL
3 1 (25.00%) SQL Server
3 1 (25.00%) SQL Server Analysis Services
General
1 2 (50.00%) Marketing
2 1 (25.00%) Finance
2 1 (25.00%) Law
2 1 (25.00%) Legal
2 1 (25.00%) Manufacturing
Job Titles
1 3 (75.00%) Data Scientist
2 1 (25.00%) Analyst
2 1 (25.00%) Campaign Analyst
2 1 (25.00%) Data Analyst
2 1 (25.00%) Senior Data Scientist
2 1 (25.00%) SQL Analyst
2 1 (25.00%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 1 (25.00%) Lucene
1 1 (25.00%) Natural Language Processing
1 1 (25.00%) Regular Expression
Miscellaneous
1 2 (50.00%) Algorithms
2 1 (25.00%) Analytical Skills
2 1 (25.00%) Virtual Team
Processes & Methodologies
1 3 (75.00%) Analytics
2 2 (50.00%) CHAID
2 2 (50.00%) Logistic Regression
2 2 (50.00%) Machine Learning
3 1 (25.00%) Customer Segmentation
3 1 (25.00%) Data Analysis
3 1 (25.00%) Data Extraction
3 1 (25.00%) OCR
3 1 (25.00%) Propensity Modelling
Programming Languages
1 3 (75.00%) R
1 3 (75.00%) SQL
2 2 (50.00%) MATLAB
2 2 (50.00%) Python
3 1 (25.00%) Java
Qualifications
1 1 (25.00%) Degree
Vendors
1 1 (25.00%) Teradata
City, London
Oscar
Salary: £25000 - £32000 per annum + Benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000- £58,000 plus an incredible package
Posted: 6 days ago