The table below looks at the statistics for Cluster Analysis skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Cluster Analysis over the 3 months to 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Cluster Analysis
UK
Rank 822 920 917
Rank change year-on-year
+98 -3
Permanent jobs citing Cluster Analysis 27 19 34
As % of all permanent IT jobs located in the UK 0.032% 0.019% 0.032%
As % of the Processes & Methodologies category 0.036% 0.022% 0.038%
Number of salaries quoted 23 19 33
Median salary £35,000 £40,000 £55,000
Median salary % change year-on-year
-12.50% -27.27%
90% offered a salary of more than £30,000 £33,700 £28,000
10% offered a salary of more than £67,500 £63,000 £65,000
UK excluding London median salary £30,000 £37,500 £60,000
% change year-on-year
-20.00% -37.50%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
74379 87644 90527
As % of all permanent IT jobs located in the UK 88.14% 87.68% 86.05%
Number of salaries quoted 61268 72885 74721
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £77,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Cluster Analysis
Jobs Demand Trend

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

Cluster Analysis Jobs Demand Trend in the UK

Cluster Analysis
Salary Trend

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

Cluster Analysis Salary Trend in the UK

Cluster Analysis
Salary Histogram

This chart provides a salary histogram for IT jobs citing Cluster Analysis over the 3 months to 20 January 2017 within the UK.

Cluster Analysis Salary Histogram in the UK

Cluster Analysis
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cluster Analysis within the UK over the 3 months to 20 January 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
England +94 27 £35,000 -12.50% 2
North West -5 11 £30,000 +33.33%
London +69 10 £60,000 +20.00% 1
Manchester - 10 £30,000 -
South East - 6 £43,750 - 1
Berkshire - 4 - -
City of London +22 2 £60,000 +60.00%
Surrey - 2 £43,750 - 1
Cheshire +16 1 £27,500 +22.22%
Warrington +9 1 £27,500 +22.22%
Guildford - 1 £30,000 -

Cluster Analysis
Top 30 Related IT Skills

For the 6 months to 20 January 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 with a requirement for Cluster Analysis.

1 43 (79.63%) Analytics
2 34 (62.96%) Data Mining
3 29 (53.70%) R
4 24 (44.44%) SAS
4 24 (44.44%) Python
4 24 (44.44%) SQL
5 23 (42.59%) Analytical Skills
6 22 (40.74%) Machine Learning
7 21 (38.89%) Degree
7 21 (38.89%) Mathematics
7 21 (38.89%) Neural Network
7 21 (38.89%) Statistics
8 16 (29.63%) Stata
8 16 (29.63%) SPSS
8 16 (29.63%) Computer Science
8 16 (29.63%) Marketing
8 16 (29.63%) Data Analytics
9 15 (27.78%) Statistical Modelling
10 14 (25.93%) Bayesian Methods
10 14 (25.93%) Big Data
10 14 (25.93%) Predictive Modelling
10 14 (25.93%) CHAID
10 14 (25.93%) PhD
11 12 (22.22%) Business Intelligence
11 12 (22.22%) Hadoop
11 12 (22.22%) Regression Analysis
11 12 (22.22%) Relational Database
12 11 (20.37%) Data Analysis
13 10 (18.52%) Stochastic Modelling
13 10 (18.52%) Time Series Analysis

Cluster Analysis
Top Related IT Skills 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 24 (44.44%) SAS
2 5 (9.26%) Apache Pig
2 5 (9.26%) Apache Spark
3 1 (1.85%) Apache
3 1 (1.85%) Apache Solr
Applications
1 16 (29.63%) SPSS
1 16 (29.63%) Stata
2 6 (11.11%) MS Office
3 5 (9.26%) MS Excel
4 3 (5.56%) S-PLUS
5 2 (3.70%) CPLEX
Business Applications
1 4 (7.41%) Data Workbench
2 1 (1.85%) FastStats
Cloud Services
1 1 (1.85%) Adobe Analytics
Database & Business Intelligence
1 34 (62.96%) Data Mining
2 14 (25.93%) Big Data
3 12 (22.22%) Hadoop
3 12 (22.22%) Relational Database
4 9 (16.67%) Apache Hive
5 8 (14.81%) Spotfire
6 7 (12.96%) SQL Server
6 7 (12.96%) Text Mining
7 6 (11.11%) NoSQL
8 3 (5.56%) RDBMS
9 2 (3.70%) Apache Cassandra
9 2 (3.70%) BusinessObjects
9 2 (3.70%) HBase
9 2 (3.70%) MongoDB
9 2 (3.70%) Power BI
10 1 (1.85%) Mahout
10 1 (1.85%) QlikView
10 1 (1.85%) SQL Server Analysis Services
Development Applications
1 1 (1.85%) Git (software)
General
1 16 (29.63%) Marketing
2 8 (14.81%) Finance
3 7 (12.96%) Pharmaceutical
4 3 (5.56%) Retail
5 2 (3.70%) Telecoms
6 1 (1.85%) Advertising
6 1 (1.85%) Banking
6 1 (1.85%) French Language
6 1 (1.85%) Games
6 1 (1.85%) German Language
6 1 (1.85%) Law
6 1 (1.85%) Legal
6 1 (1.85%) Manufacturing
Job Titles
1 30 (55.56%) Data Scientist
2 12 (22.22%) Analyst
3 8 (14.81%) Data Analyst
4 5 (9.26%) Customer Insight Manager
4 5 (9.26%) Insight Manager
5 4 (7.41%) Analytics Manager
6 3 (5.56%) Business Analytics Manager
6 3 (5.56%) Business Manager
6 3 (5.56%) Research Analyst
6 3 (5.56%) Senior Analytics Manager
6 3 (5.56%) Senior Business Manager
6 3 (5.56%) Senior Data Scientist
6 3 (5.56%) Senior Manager
6 3 (5.56%) SPSS Analyst
6 3 (5.56%) SPSS Data Analyst
6 3 (5.56%) Statistical Analyst
6 3 (5.56%) Statistical Data Analyst
7 2 (3.70%) Consultant
7 2 (3.70%) Data Consultant
7 2 (3.70%) IT Consultant
Libraries, Frameworks & Software Standards
1 8 (14.81%) Natural Language Processing
2 1 (1.85%) D3.js
2 1 (1.85%) Lucene
2 1 (1.85%) Regular Expression
Miscellaneous
1 23 (42.59%) Analytical Skills
2 21 (38.89%) Mathematics
2 21 (38.89%) Neural Network
2 21 (38.89%) Statistics
3 16 (29.63%) Computer Science
4 8 (14.81%) Algorithms
5 7 (12.96%) Data Extraction
5 7 (12.96%) Visualisation
6 5 (9.26%) Economics
6 5 (9.26%) Physics
7 4 (7.41%) Digital Media
8 3 (5.56%) Chemistry
8 3 (5.56%) Social Media
9 2 (3.70%) Applied Mathematics
9 2 (3.70%) Artificial Intelligence
9 2 (3.70%) Credit Risk
9 2 (3.70%) Informatics
9 2 (3.70%) Psychology
10 1 (1.85%) Biology
10 1 (1.85%) Robotics
Operating Systems
1 1 (1.85%) Linux
1 1 (1.85%) Windows
Processes & Methodologies
1 43 (79.63%) Analytics
2 22 (40.74%) Machine Learning
3 16 (29.63%) Data Analytics
4 15 (27.78%) Statistical Modelling
5 14 (25.93%) Bayesian Methods
5 14 (25.93%) CHAID
5 14 (25.93%) Predictive Modelling
6 12 (22.22%) Business Intelligence
6 12 (22.22%) Regression Analysis
7 11 (20.37%) Data Analysis
8 10 (18.52%) Neuroscience
8 10 (18.52%) Stochastic Modelling
8 10 (18.52%) Time Series Analysis
9 9 (16.67%) Logistic Regression
10 8 (14.81%) Linear Regression
10 8 (14.81%) Statistical Analysis
11 6 (11.11%) Data Modelling
11 6 (11.11%) Data Visualisation
11 6 (11.11%) Digital Marketing
11 6 (11.11%) Factor Analysis
Programming Languages
1 29 (53.70%) R
2 24 (44.44%) Python
2 24 (44.44%) SQL
3 7 (12.96%) MATLAB
4 6 (11.11%) Java
5 4 (7.41%) C++
6 2 (3.70%) C#
6 2 (3.70%) Clojure
6 2 (3.70%) Ruby
6 2 (3.70%) VB
7 1 (1.85%) Scala
7 1 (1.85%) VBA
Qualifications
1 21 (38.89%) Degree
2 14 (25.93%) PhD
Vendors
1 7 (12.96%) TIBCO
2 5 (9.26%) Adobe
3 4 (7.41%) Tableau
4 3 (5.56%) Alteryx
4 3 (5.56%) Microsoft
5 2 (3.70%) Splunk
5 2 (3.70%) Teradata
6 1 (1.85%) Minitab
6 1 (1.85%) Oracle
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 3 days ago
Surrey
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 10 days ago