Period
to 22 November 2017

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 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Cluster Analysis
England > London
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 816 815 850
Rank change year-on-year -1 +35 +20
Permanent jobs citing Cluster Analysis 26 24 57
As % of all permanent IT jobs advertised in London 0.035% 0.031% 0.065%
As % of the Processes & Methodologies category 0.038% 0.035% 0.072%
Number of salaries quoted 25 18 53
London median annual salary £62,500 £58,750 £52,500
Median salary % change year-on-year +6.38% +11.90% -4.55%
10th Percentile £47,000 £31,750 £32,000
90th Percentile £97,500 £81,250 £71,750
England median annual salary £60,000 £41,750 £50,000
% change year-on-year +43.71% -16.50% +2.04%

Cluster Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 69031 69078 78753
As % of all permanent IT jobs advertised in London 91.60% 90.65% 89.58%
Number of salaries quoted 53165 59470 66332
London median annual salary £60,000 £57,604 £55,000
Median salary % change year-on-year +4.16% +4.73% -
10th Percentile £35,000 £33,750 £33,000
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

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 6 months to 22 November 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 6 months to 22 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London +20 9 £95,000 +77.99%
Cluster Analysis
England

For the 6 months to 22 November 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 22 (84.62%) Analytics
2 21 (80.77%) SQL
3 20 (76.92%) SAS
3 20 (76.92%) Big Data
4 19 (73.08%) Machine Learning
4 19 (73.08%) Apache Spark
4 19 (73.08%) Algorithms
4 19 (73.08%) Python
5 18 (69.23%) Data Mining
5 18 (69.23%) Hadoop
6 17 (65.38%) Statistics
6 17 (65.38%) Predictive Modelling
7 16 (61.54%) R
8 13 (50.00%) Degree
8 13 (50.00%) Predictive Analytics
9 11 (42.31%) Computer Science
9 11 (42.31%) MongoDB
9 11 (42.31%) Scala
9 11 (42.31%) Complexity Analysis
10 10 (38.46%) Apache Hive
10 10 (38.46%) Finance
11 9 (34.62%) CHAID
11 9 (34.62%) Logistic Regression
11 9 (34.62%) Statistical Modelling
12 8 (30.77%) Apache Cassandra
12 8 (30.77%) Amazon AWS
12 8 (30.77%) Mathematics
12 8 (30.77%) Neural Network
13 7 (26.92%) Mentoring
13 7 (26.92%) Analytical Skills

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 20 (76.92%) SAS
2 19 (73.08%) Apache Spark
Applications
1 4 (15.38%) Microsoft Excel
1 4 (15.38%) Microsoft Office
Cloud Services
1 8 (30.77%) Amazon AWS
2 6 (23.08%) Amazon S3
3 1 (3.85%) Microsoft Azure
Database & Business Intelligence
1 20 (76.92%) Big Data
2 18 (69.23%) Data Mining
2 18 (69.23%) Hadoop
3 11 (42.31%) MongoDB
4 10 (38.46%) Apache Hive
5 8 (30.77%) Apache Cassandra
6 5 (19.23%) Text Mining
7 4 (15.38%) Relational Database
7 4 (15.38%) SQL Server
8 3 (11.54%) Power BI
Development Applications
1 1 (3.85%) Octopus Deploy
1 1 (3.85%) TeamCity
General
1 10 (38.46%) Finance
2 4 (15.38%) Retail
3 3 (11.54%) Marketing
4 1 (3.85%) Banking
Job Titles
1 19 (73.08%) Data Scientist
2 9 (34.62%) Senior Data Scientist
3 2 (7.69%) Machine Learning Scientist
4 1 (3.85%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 3 (11.54%) Natural Language Processing
2 2 (7.69%) NumPy
2 2 (7.69%) SciPy
Miscellaneous
1 19 (73.08%) Algorithms
2 11 (42.31%) Computer Science
3 7 (26.92%) Analytical Skills
4 3 (11.54%) Robotics
Processes & Methodologies
1 22 (84.62%) Analytics
2 19 (73.08%) Machine Learning
3 17 (65.38%) Predictive Modelling
3 17 (65.38%) Statistics
4 13 (50.00%) Predictive Analytics
5 11 (42.31%) Complexity Analysis
6 9 (34.62%) CHAID
6 9 (34.62%) Logistic Regression
6 9 (34.62%) Statistical Modelling
7 8 (30.77%) Mathematics
7 8 (30.77%) Neural Network
8 7 (26.92%) Mentoring
9 4 (15.38%) Data Analytics
9 4 (15.38%) Statistical Analysis
10 3 (11.54%) Business Intelligence
10 3 (11.54%) Cognitive Analytics
10 3 (11.54%) Deep Learning
10 3 (11.54%) Visualisation
11 2 (7.69%) Economics
11 2 (7.69%) Open Source
Programming Languages
1 21 (80.77%) SQL
2 19 (73.08%) Python
3 16 (61.54%) R
4 11 (42.31%) Scala
5 3 (11.54%) MATLAB
6 2 (7.69%) Java
Qualifications
1 13 (50.00%) Degree
2 6 (23.08%) Computer Science Degree
2 6 (23.08%) PhD
3 2 (7.69%) Master's Degree
3 2 (7.69%) Numerate Degree
Vendors
1 3 (11.54%) Tableau
2 2 (7.69%) Google