The table below looks at the statistics for Cluster Analysis skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Cluster Analysis over the 3 months to 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Cluster Analysis
UK / England
Rank 787 887 894
Rank change year-on-year
+100 +7
Permanent jobs citing Cluster Analysis 27 17 30
As % of all permanent IT jobs located in England 0.035% 0.018% 0.031%
As % of the Processes & Methodologies category 0.039% 0.021% 0.036%
Number of salaries quoted 23 17 29
Median salary £35,000 £40,000 £45,000
Median salary % change year-on-year
-12.50% -11.11%
90% offered a salary of more than £30,000 £34,600 £28,000
10% offered a salary of more than £67,500 £62,500 £65,000
UK excluding London median salary £30,000 £40,000 £60,000
% change year-on-year
-25.00% -33.33%

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
68581 82217 84257
As % of all permanent IT jobs located in England 88.14% 87.73% 86.08%
Number of salaries quoted 56914 69133 69966
Median salary £50,000 £50,000 £48,000
Median salary % change year-on-year
- +4.16%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £72,500 £77,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Cluster Analysis
Jobs Demand Trend in England

The demand trend of job ads across the England 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 England

Cluster Analysis
Salary Trend in England

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

Cluster Analysis Salary Trend in England

Cluster Analysis
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Cluster Analysis across the England region over the 3 months to 22 January 2017.

Cluster Analysis Salary Histogram in England

Cluster Analysis
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cluster Analysis within the England region over the 3 months to 22 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
North West - 11 £30,000 -
London +60 10 £60,000 +23.07% 1
South East - 6 £43,750 - 1
Cluster Analysis
UK

Cluster Analysis
Top 30 Related IT Skills in England

For the 6 months to 22 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 across the England region 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 in England 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%) Business Intelligence Analyst
7 2 (3.70%) 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 Visualisation
11 6 (11.11%) Digital Marketing
11 6 (11.11%) Factor Analysis
11 6 (11.11%) Market Research
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: 5 days ago
Surrey
Churchill Frank
Salary: £55000 - £60000 per annum
Posted: 12 days ago