The following table provides summary statistics for permanent job vacancies advertised in 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 29 March 2017 with a comparison to the same period in the previous 2 years.

Cluster Analysis
England / London
3 months to
29 Mar 2017
Same period 2016 Same period 2015
Rank 578 640 643
Rank change year-on-year +62 +3  
Permanent jobs citing Cluster Analysis 10 14 19
As % of all permanent IT jobs advertised in London 0.030% 0.033% 0.045%
As % of the Processes & Methodologies category 0.033% 0.037% 0.051%
Number of salaries quoted 10 12 17
Median salary £59,000 £37,500 £45,000
Median salary % change year-on-year +57.33% -16.66%  
90% offered a salary of more than £49,750 £33,050 £28,000
10% offered a salary of more than £70,000 £73,000 £62,000
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 London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 30506 38035 37341
As % of all permanent IT job vacancies advertised in London 90.23% 89.73% 87.67%
Number of salaries quoted 25597 32507 31158
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,500 £37,500
10% offered a salary of more than £85,000 £80,000 £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 London

The job posting trend of jobs advertised in 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 London

Cluster Analysis
Salary Trend in London

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

Salary trend for Cluster Analysis in London

Cluster Analysis
Salary Histogram in London

The salary distribution of IT jobs citing Cluster Analysis in London over the 3 months to 29 March 2017.

Salary histogram for Cluster Analysis in London

Cluster Analysis
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cluster Analysis within the London region over the 3 months to 29 March 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +46 4 £60,000 +71.42% 1
Cluster Analysis
England

For the 6 months to 29 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 London region with a requirement for Cluster Analysis.

1 11 (78.57%) Data Mining
1 11 (78.57%) Analytics
2 10 (71.43%) SQL
3 8 (57.14%) CHAID
3 8 (57.14%) Logistic Regression
3 8 (57.14%) Relational Database
4 7 (50.00%) Hadoop
4 7 (50.00%) Apache Hive
4 7 (50.00%) Business Intelligence
4 7 (50.00%) Text Mining
5 6 (42.86%) Neural Network
6 5 (35.71%) Analytical Skills
7 4 (28.57%) SPSS
7 4 (28.57%) SAS
7 4 (28.57%) Python
7 4 (28.57%) R
7 4 (28.57%) Marketing
8 3 (21.43%) Natural Language Processing
8 3 (21.43%) Machine Learning
8 3 (21.43%) NoSQL
8 3 (21.43%) MATLAB
8 3 (21.43%) Java
8 3 (21.43%) Data Analysis
9 2 (14.29%) Apache Spark
9 2 (14.29%) Algorithms
9 2 (14.29%) Linear Regression
9 2 (14.29%) Apache Cassandra
9 2 (14.29%) Customer Segmentation
9 2 (14.29%) Finance
9 2 (14.29%) Teradata

Cluster Analysis
Co-occurring IT Skills in 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 4 (28.57%) SAS
2 2 (14.29%) Apache Spark
3 1 (7.14%) Apache
3 1 (7.14%) Apache Pig
3 1 (7.14%) Apache Solr
Applications
1 4 (28.57%) SPSS
2 2 (14.29%) MS Excel
Database & Business Intelligence
1 11 (78.57%) Data Mining
2 8 (57.14%) Relational Database
3 7 (50.00%) Apache Hive
3 7 (50.00%) Hadoop
3 7 (50.00%) Text Mining
4 3 (21.43%) NoSQL
5 2 (14.29%) Apache Cassandra
5 2 (14.29%) SQL Server
6 1 (7.14%) Big Data
6 1 (7.14%) Mahout
6 1 (7.14%) MongoDB
6 1 (7.14%) SQL Server Analysis Services
General
1 4 (28.57%) Marketing
2 2 (14.29%) Finance
3 1 (7.14%) French Language
3 1 (7.14%) Games
3 1 (7.14%) German Language
3 1 (7.14%) Law
3 1 (7.14%) Legal
3 1 (7.14%) Manufacturing
3 1 (7.14%) Retail
3 1 (7.14%) Telecoms
Job Titles
1 11 (78.57%) Data Scientist
2 3 (21.43%) Senior Data Scientist
3 2 (14.29%) Consultant
4 1 (7.14%) Analyst
4 1 (7.14%) Analytics Consultant
4 1 (7.14%) Campaign Analyst
4 1 (7.14%) Data Analyst
4 1 (7.14%) Data Consultant
4 1 (7.14%) Digital Analytics Consultant
4 1 (7.14%) IT Consultant
4 1 (7.14%) SQL Analyst
4 1 (7.14%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 3 (21.43%) Natural Language Processing
2 1 (7.14%) D3.js
2 1 (7.14%) Lucene
2 1 (7.14%) Regular Expression
Miscellaneous
1 5 (35.71%) Analytical Skills
2 2 (14.29%) Algorithms
2 2 (14.29%) Computer Science
3 1 (7.14%) Credit Risk
3 1 (7.14%) Social Media
3 1 (7.14%) Virtual Team
Processes & Methodologies
1 11 (78.57%) Analytics
2 8 (57.14%) CHAID
2 8 (57.14%) Logistic Regression
3 7 (50.00%) Business Intelligence
4 6 (42.86%) Neural Network
5 3 (21.43%) Data Analysis
5 3 (21.43%) Machine Learning
6 2 (14.29%) Customer Segmentation
6 2 (14.29%) Data Extraction
6 2 (14.29%) Linear Regression
6 2 (14.29%) Mathematics
6 2 (14.29%) Predictive Modelling
6 2 (14.29%) Regression Analysis
7 1 (7.14%) Digital Analytics
7 1 (7.14%) Factor Analysis
7 1 (7.14%) Game Theory
7 1 (7.14%) OCR
7 1 (7.14%) Propensity Modelling
7 1 (7.14%) Random Forest
7 1 (7.14%) Time Series Analysis
Programming Languages
1 10 (71.43%) SQL
2 4 (28.57%) Python
2 4 (28.57%) R
3 3 (21.43%) Java
3 3 (21.43%) MATLAB
Qualifications
1 2 (14.29%) Degree
2 1 (7.14%) PhD
Vendors
1 2 (14.29%) Teradata
2 1 (7.14%) Oracle
2 1 (7.14%) Tableau
City, London
ANSON MCCADE
Salary: £40,000 - £80,000 + extensive benefits package
Posted: 10 hours ago
London
Churchill Frank
Salary: £30000 - £40000 per annum
Posted: 8 days ago
London
Churchill Frank
Salary: £60000 - £80000 per annum
Posted: 21 days ago