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 30 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 590 631 641
Rank change year-on-year
+41 +10
Permanent jobs citing Cluster Analysis 20 26 22
As % of all permanent IT jobs located in London 0.053% 0.059% 0.048%
As % of the Processes & Methodologies category 0.059% 0.067% 0.055%
Number of salaries quoted 15 26 19
Median salary £52,500 £53,750 £67,500
Median salary % change year-on-year
-2.32% -20.37%
90% offered a salary of more than £33,500 £33,750 £27,500
10% offered a salary of more than £72,500 £68,750 £80,000
UK excluding London median salary £45,000 £43,500 £22,500
% change year-on-year
+3.44% +93.33%
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
34079 38812 39839
As % of all permanent IT jobs located in London 89.77% 88.33% 86.72%
Number of salaries quoted 29454 32780 32767
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
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 30 September 2016.

Cluster Analysis Salary Histogram 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 30 September 2016. 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
(Click see detailed
statistics and trends)
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 £41,750 +22.79%
Cluster Analysis
England

Cluster Analysis
Top 30 Related IT Skills in London

For the 6 months to 30 September 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 30 (93.75%) Analytics
2 26 (81.25%) Data Mining
3 18 (56.25%) SQL
3 18 (56.25%) Degree
4 17 (53.13%) CHAID
5 15 (46.88%) SPSS
6 14 (43.75%) Logistic Regression
6 14 (43.75%) Hadoop
6 14 (43.75%) R
7 12 (37.50%) Apache Hive
7 12 (37.50%) Relational Database
7 12 (37.50%) Analytical Skills
8 11 (34.38%) Python
8 11 (34.38%) Statistics
9 10 (31.25%) Neural Network
9 10 (31.25%) Text Mining
9 10 (31.25%) Machine Learning
9 10 (31.25%) Big Data
9 10 (31.25%) Predictive Modelling
10 9 (28.13%) Linear Regression
10 9 (28.13%) PhD
10 9 (28.13%) Finance
11 8 (25.00%) SAS
11 8 (25.00%) Marketing
11 8 (25.00%) Mathematics
11 8 (25.00%) Market Research
11 8 (25.00%) Algorithms
12 7 (21.88%) Factor Analysis
13 6 (18.75%) Data Analysis
13 6 (18.75%) Economics

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 8 (25.00%) SAS
2 4 (12.50%) Apache Pig
2 4 (12.50%) Apache Spark
Applications
1 15 (46.88%) SPSS
2 4 (12.50%) MS Excel
2 4 (12.50%) MS Office
2 4 (12.50%) Stata
3 2 (6.25%) CPLEX
Business Applications
1 1 (3.13%) FastStats
Database & Business Intelligence
1 26 (81.25%) Data Mining
2 14 (43.75%) Hadoop
3 12 (37.50%) Apache Hive
3 12 (37.50%) Relational Database
4 10 (31.25%) Big Data
4 10 (31.25%) Text Mining
5 2 (6.25%) Apache Cassandra
5 2 (6.25%) HBase
General
1 9 (28.13%) Finance
2 8 (25.00%) Marketing
3 3 (9.38%) Advertising
4 2 (6.25%) Retail
5 1 (3.13%) Banking
Job Titles
1 19 (59.38%) Data Scientist
2 13 (40.63%) Analyst
3 9 (28.13%) Data Analyst
4 6 (18.75%) SPSS Analyst
5 5 (15.63%) SPSS Data Analyst
6 4 (12.50%) Insight Analyst
6 4 (12.50%) Senior Data Scientist
7 3 (9.38%) Research Analyst
7 3 (9.38%) Statistical Analyst
7 3 (9.38%) Statistical Data Analyst
8 2 (6.25%) Consultant
8 2 (6.25%) Data Consultant
8 2 (6.25%) IT Consultant
8 2 (6.25%) Machine Learning Scientist
8 2 (6.25%) Marketing Analyst
9 1 (3.13%) Data Insight Analyst
9 1 (3.13%) Insight Data Analyst
9 1 (3.13%) Marketing Insight Analyst
9 1 (3.13%) SPSS Marketing Analyst
9 1 (3.13%) SQL Analyst
Libraries, Frameworks & Software Standards
1 2 (6.25%) Natural Language Processing
Miscellaneous
1 12 (37.50%) Analytical Skills
2 11 (34.38%) Statistics
3 10 (31.25%) Neural Network
4 8 (25.00%) Algorithms
4 8 (25.00%) Mathematics
5 6 (18.75%) Economics
6 4 (12.50%) Computer Science
6 4 (12.50%) Physics
6 4 (12.50%) Social Media
7 2 (6.25%) Applied Mathematics
7 2 (6.25%) Artificial Intelligence
7 2 (6.25%) Chemistry
7 2 (6.25%) Digital Media
7 2 (6.25%) Informatics
7 2 (6.25%) Psychology
7 2 (6.25%) Visualisation
8 1 (3.13%) Credit Risk
Processes & Methodologies
1 30 (93.75%) Analytics
2 17 (53.13%) CHAID
3 14 (43.75%) Logistic Regression
4 10 (31.25%) Machine Learning
4 10 (31.25%) Predictive Modelling
5 9 (28.13%) Linear Regression
6 8 (25.00%) Market Research
7 7 (21.88%) Factor Analysis
8 6 (18.75%) Business Intelligence
8 6 (18.75%) Data Analysis
8 6 (18.75%) Data Modelling
9 5 (15.63%) Customer Insight
9 5 (15.63%) Statistical Modelling
10 4 (12.50%) Actionable Insight
10 4 (12.50%) Regression Analysis
11 2 (6.25%) Computational Linguistics
11 2 (6.25%) Database Theory
11 2 (6.25%) Gibbs Sampling
11 2 (6.25%) Random Forest
11 2 (6.25%) Structural Equation Modelling
Programming Languages
1 18 (56.25%) SQL
2 14 (43.75%) R
3 11 (34.38%) Python
4 6 (18.75%) MATLAB
5 4 (12.50%) Java
6 2 (6.25%) C++
6 2 (6.25%) Clojure
6 2 (6.25%) Perl
6 2 (6.25%) Ruby
Qualifications
1 18 (56.25%) Degree
2 9 (28.13%) PhD
Vendors
1 4 (12.50%) Alteryx
1 4 (12.50%) Microsoft
2 2 (6.25%) Oracle