The table below looks at the statistics for Cluster Analysis skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Cluster Analysis over the 3 months to 8 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
8 Dec 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 608 633 643
Rank change year-on-year
+25 +10
Permanent jobs citing Cluster Analysis 4 20 22
As % of all permanent IT jobs located in London 0.011% 0.046% 0.049%
As % of the Processes & Methodologies category 0.013% 0.052% 0.057%
Number of salaries quoted 3 17 22
Median salary £67,500 £50,000 £50,000
Median salary % change year-on-year
+35.00% -
UK excluding London median salary £30,000 £40,000 £60,000
% change year-on-year
-25.00% -33.33%
Cluster Analysis
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the London region.

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
31394 38339 38717
As % of all permanent IT jobs located in London 88.98% 88.29% 86.20%
Number of salaries quoted 26577 32372 32690
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £39,500 £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 £42,500
% change year-on-year
- +5.88%

Cluster Analysis
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Cluster Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Cluster Analysis Jobs Demand Trend 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 across the London region.

Cluster Analysis Salary Trend in London

Cluster Analysis
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Cluster Analysis across the London region over the 3 months to 8 December 2016.

Cluster Analysis Salary Histogram in London

Cluster Analysis
Top 30 Related IT Skills in London

For the 6 months to 8 December 2016, 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 23 (95.83%) Analytics
2 18 (75.00%) Data Mining
3 14 (58.33%) Degree
4 12 (50.00%) SQL
5 11 (45.83%) SPSS
6 10 (41.67%) CHAID
6 10 (41.67%) Big Data
6 10 (41.67%) Hadoop
7 9 (37.50%) Predictive Modelling
7 9 (37.50%) R
7 9 (37.50%) Analytical Skills
7 9 (37.50%) Mathematics
8 8 (33.33%) Logistic Regression
8 8 (33.33%) Statistics
8 8 (33.33%) Neural Network
8 8 (33.33%) Python
8 8 (33.33%) Machine Learning
8 8 (33.33%) Relational Database
8 8 (33.33%) Market Research
8 8 (33.33%) Apache Hive
9 7 (29.17%) Factor Analysis
9 7 (29.17%) Finance
9 7 (29.17%) PhD
10 6 (25.00%) Data Modelling
10 6 (25.00%) SAS
10 6 (25.00%) Text Mining
10 6 (25.00%) Data Analysis
10 6 (25.00%) Economics
10 6 (25.00%) Algorithms
10 6 (25.00%) Linear Regression

Cluster Analysis
Top Related 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 6 (25.00%) SAS
2 5 (20.83%) Apache Pig
3 2 (8.33%) Apache Spark
Applications
1 11 (45.83%) SPSS
2 5 (20.83%) MS Excel
3 4 (16.67%) MS Office
3 4 (16.67%) Stata
4 2 (8.33%) CPLEX
Database & Business Intelligence
1 18 (75.00%) Data Mining
2 10 (41.67%) Big Data
2 10 (41.67%) Hadoop
3 8 (33.33%) Apache Hive
3 8 (33.33%) Relational Database
4 6 (25.00%) Text Mining
5 2 (8.33%) HBase
6 1 (4.17%) Mahout
6 1 (4.17%) SQL Server
General
1 7 (29.17%) Finance
2 5 (20.83%) Marketing
3 3 (12.50%) Advertising
4 2 (8.33%) Retail
5 1 (4.17%) Banking
5 1 (4.17%) Games
Job Titles
1 15 (62.50%) Data Scientist
2 8 (33.33%) Analyst
3 7 (29.17%) Data Analyst
4 5 (20.83%) Senior Data Scientist
5 3 (12.50%) Research Analyst
5 3 (12.50%) SPSS Analyst
5 3 (12.50%) SPSS Data Analyst
5 3 (12.50%) Statistical Analyst
5 3 (12.50%) Statistical Data Analyst
6 2 (8.33%) Consultant
6 2 (8.33%) Data Consultant
6 2 (8.33%) IT Consultant
6 2 (8.33%) Machine Learning Scientist
7 1 (4.17%) Banking Analyst
7 1 (4.17%) Credit Analyst
7 1 (4.17%) Data Insight Analyst
7 1 (4.17%) Insight Analyst
7 1 (4.17%) Insight Data Analyst
7 1 (4.17%) Marketing Analyst
7 1 (4.17%) Risk Analyst
Libraries, Frameworks & Software Standards
1 2 (8.33%) Natural Language Processing
2 1 (4.17%) D3.js
Miscellaneous
1 9 (37.50%) Analytical Skills
1 9 (37.50%) Mathematics
2 8 (33.33%) Neural Network
2 8 (33.33%) Statistics
3 6 (25.00%) Algorithms
3 6 (25.00%) Economics
4 5 (20.83%) Computer Science
5 4 (16.67%) Physics
5 4 (16.67%) Social Media
6 3 (12.50%) Visualisation
7 2 (8.33%) Applied Mathematics
7 2 (8.33%) Artificial Intelligence
7 2 (8.33%) Chemistry
7 2 (8.33%) Digital Media
7 2 (8.33%) Informatics
7 2 (8.33%) Psychology
8 1 (4.17%) Credit Risk
8 1 (4.17%) Data Extraction
Processes & Methodologies
1 23 (95.83%) Analytics
2 10 (41.67%) CHAID
3 9 (37.50%) Predictive Modelling
4 8 (33.33%) Logistic Regression
4 8 (33.33%) Machine Learning
4 8 (33.33%) Market Research
5 7 (29.17%) Factor Analysis
6 6 (25.00%) Data Analysis
6 6 (25.00%) Data Modelling
6 6 (25.00%) Linear Regression
7 5 (20.83%) Business Intelligence
7 5 (20.83%) Regression Analysis
8 4 (16.67%) Actionable Insight
9 3 (12.50%) Customer Insight
9 3 (12.50%) Statistical Analysis
9 3 (12.50%) Statistical Modelling
9 3 (12.50%) Time Series Analysis
10 2 (8.33%) Bioinformatics
10 2 (8.33%) Business Analysis
10 2 (8.33%) Predictive Analytics
Programming Languages
1 12 (50.00%) SQL
2 9 (37.50%) R
3 8 (33.33%) Python
4 4 (16.67%) Java
4 4 (16.67%) MATLAB
5 2 (8.33%) C++
5 2 (8.33%) Clojure
5 2 (8.33%) Perl
5 2 (8.33%) Ruby
Qualifications
1 14 (58.33%) Degree
2 7 (29.17%) PhD
Vendors
1 4 (16.67%) Alteryx
1 4 (16.67%) Microsoft
2 1 (4.17%) Oracle
2 1 (4.17%) Tableau
2 1 (4.17%) Teradata