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 June 2017 with a comparison to the same period in the previous 2 years.

Cluster Analysis
England / London
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 599 633 637
Rank change year-on-year +34 +4  
Permanent jobs citing Cluster Analysis 19 12 37
As % of all permanent IT jobs advertised in London 0.052% 0.030% 0.082%
As % of the Processes & Methodologies category 0.057% 0.033% 0.092%
Number of salaries quoted 13 10 34
Median salary £60,000 £43,250 £37,500
Median salary % change year-on-year +38.72% +15.33%  
90% offered a salary of more than £45,000 £33,625 £31,625
10% offered a salary of more than £74,000 £80,000 £74,250
UK excluding London median salary £60,000 £45,000 £33,140
% change year-on-year +33.33% +35.78%  

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 33413 36177 40004
As % of all permanent IT job vacancies advertised in London 91.07% 90.57% 88.97%
Number of salaries quoted 113282 135936 136312
Median salary £60,500 £60,000 £57,500
Median salary % change year-on-year +0.83% +4.34%  
90% offered a salary of more than £37,500 £37,250 £35,000
10% offered a salary of more than £90,000 £86,250 £87,500
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Cluster Analysis
Job Vacancy Trend in London

Job postings citing Cluster Analysis as a percentage of all IT jobs advertised in London.

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 June 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 June 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 +33 4 £52,500 +25.00%
Cluster Analysis
England

For the 6 months to 29 June 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 24 (82.76%) SQL
2 21 (72.41%) Analytics
3 20 (68.97%) Data Mining
4 18 (62.07%) SAS
5 14 (48.28%) Python
5 14 (48.28%) Marketing
5 14 (48.28%) Hadoop
5 14 (48.28%) Apache Hive
5 14 (48.28%) Machine Learning
5 14 (48.28%) Analytical Skills
5 14 (48.28%) Apache Spark
6 13 (44.83%) Algorithms
7 11 (37.93%) Big Data
7 11 (37.93%) R
7 11 (37.93%) Statistics
7 11 (37.93%) Degree
8 10 (34.48%) Logistic Regression
8 10 (34.48%) Relational Database
9 9 (31.03%) Visualisation
10 8 (27.59%) Apache Cassandra
10 8 (27.59%) CHAID
10 8 (27.59%) Text Mining
11 7 (24.14%) SPSS
11 7 (24.14%) Neural Network
12 6 (20.69%) Computer Science
12 6 (20.69%) MongoDB
12 6 (20.69%) Predictive Modelling
12 6 (20.69%) Finance
12 6 (20.69%) Business Intelligence
12 6 (20.69%) Statistical Modelling

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 18 (62.07%) SAS
2 14 (48.28%) Apache Spark
3 1 (3.45%) Apache
3 1 (3.45%) Apache Solr
Applications
1 7 (24.14%) SPSS
2 4 (13.79%) Microsoft Excel
2 4 (13.79%) Microsoft Office
2 4 (13.79%) Microsoft PowerPoint
Cloud Services
1 4 (13.79%) Google Analytics
Database & Business Intelligence
1 20 (68.97%) Data Mining
2 14 (48.28%) Apache Hive
2 14 (48.28%) Hadoop
3 11 (37.93%) Big Data
4 10 (34.48%) Relational Database
5 8 (27.59%) Apache Cassandra
5 8 (27.59%) Text Mining
6 6 (20.69%) MongoDB
7 5 (17.24%) Power BI
7 5 (17.24%) SQL Server
8 4 (13.79%) Data Warehouse
9 3 (10.34%) NoSQL
10 1 (3.45%) SQL Server Analysis Services
General
1 14 (48.28%) Marketing
2 6 (20.69%) Finance
3 4 (13.79%) Advertising
4 1 (3.45%) Banking
4 1 (3.45%) Law
4 1 (3.45%) Legal
4 1 (3.45%) Manufacturing
4 1 (3.45%) Retail
4 1 (3.45%) Telecoms
Job Titles
1 19 (65.52%) Data Scientist
2 5 (17.24%) Analyst
3 4 (13.79%) Market Analyst
3 4 (13.79%) Market Research Analyst
3 4 (13.79%) Marketing Analyst
3 4 (13.79%) Research Analyst
3 4 (13.79%) Senior Data Scientist
4 3 (10.34%) Consultant
5 2 (6.90%) Data Consultant
6 1 (3.45%) Analytics Consultant
6 1 (3.45%) Campaign Analyst
6 1 (3.45%) Customer Insight Specialist
6 1 (3.45%) Data Analyst
6 1 (3.45%) Digital Analytics Consultant
6 1 (3.45%) IT Consultant
6 1 (3.45%) Machine Learning Scientist
6 1 (3.45%) SQL Analyst
6 1 (3.45%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 4 (13.79%) Natural Language Processing
2 1 (3.45%) Lucene
2 1 (3.45%) NumPy
2 1 (3.45%) Regular Expression
2 1 (3.45%) SciPy
Miscellaneous
1 14 (48.28%) Analytical Skills
2 13 (44.83%) Algorithms
3 6 (20.69%) Computer Science
4 1 (3.45%) Digital Media
4 1 (3.45%) Robotics
4 1 (3.45%) Social Media
4 1 (3.45%) Virtual Team
Processes & Methodologies
1 21 (72.41%) Analytics
2 14 (48.28%) Machine Learning
3 11 (37.93%) Statistics
4 10 (34.48%) Logistic Regression
5 9 (31.03%) Visualisation
6 8 (27.59%) CHAID
7 7 (24.14%) Neural Network
8 6 (20.69%) Business Intelligence
8 6 (20.69%) Predictive Modelling
8 6 (20.69%) Statistical Modelling
9 5 (17.24%) Complexity Analysis
9 5 (17.24%) Market Research
9 5 (17.24%) Predictive Analytics
10 4 (13.79%) Actionable Insight
10 4 (13.79%) Content Development
10 4 (13.79%) CRM
10 4 (13.79%) Data Visualisation
10 4 (13.79%) Regression Analysis
10 4 (13.79%) SEO
10 4 (13.79%) Web Analytics
Programming Languages
1 24 (82.76%) SQL
2 14 (48.28%) Python
3 11 (37.93%) R
4 5 (17.24%) MATLAB
4 5 (17.24%) Scala
5 3 (10.34%) Java
Qualifications
1 11 (37.93%) Degree
2 5 (17.24%) Numerate Degree
3 3 (10.34%) PhD
4 1 (3.45%) Master's Degree
Vendors
1 5 (17.24%) Tableau
2 4 (13.79%) Facebook
2 4 (13.79%) Google
2 4 (13.79%) Twitter
3 1 (3.45%) Teradata
London
Churchill Frank
Salary: £50000 - £65000 per annum
Posted: 9 days ago
London
Computer Futures
Salary: competitive
Posted: 7 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 23 days ago
London
Churchill Frank
Salary: £40000 - £80000 per annum
Posted: 27 days ago