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 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 825 916 923
Rank change year-on-year
+91 +7
Permanent jobs citing Cluster Analysis 24 28 28
As % of all permanent IT jobs located in England 0.028% 0.028% 0.026%
As % of the Processes & Methodologies category 0.032% 0.032% 0.031%
Number of salaries quoted 16 25 27
Median salary £30,000 £42,500 £55,000
Median salary % change year-on-year
-29.41% -22.72%
90% offered a salary of more than £28,750 £34,400 £27,500
10% offered a salary of more than £68,000 £64,000 £66,000
UK excluding London median salary £30,000 £40,000 £60,000
% change year-on-year
-25.00% -33.33%
Cluster Analysis
UK

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
74415 87909 91065
As % of all permanent IT jobs located in England 88.09% 87.49% 85.71%
Number of salaries quoted 61823 73473 75466
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £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 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 7 December 2016.

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 7 December 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
South East - 10 £40,000 -
North West -6 9 £30,000 +33.33% 1
London +44 4 £67,500 +35.00%
South West +12 1 £45,000 +12.50%
Cluster Analysis
UK

Cluster Analysis
Top 30 Related IT Skills in England

For the 6 months to 7 December 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 England region with a requirement for Cluster Analysis.

1 39 (81.25%) Analytics
2 27 (56.25%) Data Mining
3 25 (52.08%) R
4 22 (45.83%) Analytical Skills
5 21 (43.75%) Degree
5 21 (43.75%) Python
6 20 (41.67%) SQL
6 20 (41.67%) Mathematics
6 20 (41.67%) Machine Learning
7 18 (37.50%) Neural Network
7 18 (37.50%) Statistics
8 17 (35.42%) SAS
8 17 (35.42%) Predictive Modelling
9 15 (31.25%) Big Data
9 15 (31.25%) Computer Science
9 15 (31.25%) PhD
10 14 (29.17%) SPSS
10 14 (29.17%) Marketing
11 13 (27.08%) Stata
12 12 (25.00%) CHAID
12 12 (25.00%) Data Analytics
12 12 (25.00%) Regression Analysis
12 12 (25.00%) Bayesian Methods
13 11 (22.92%) Statistical Modelling
13 11 (22.92%) Hadoop
14 10 (20.83%) Time Series Analysis
14 10 (20.83%) Relational Database
15 9 (18.75%) Algorithms
15 9 (18.75%) Linear Regression
15 9 (18.75%) Apache Hive

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 17 (35.42%) SAS
2 6 (12.50%) Apache Pig
3 3 (6.25%) Apache Spark
Applications
1 14 (29.17%) SPSS
2 13 (27.08%) Stata
3 7 (14.58%) MS Office
4 5 (10.42%) MS Excel
5 2 (4.17%) CPLEX
5 2 (4.17%) S-PLUS
Business Applications
1 4 (8.33%) Data Workbench
2 1 (2.08%) FastStats
Cloud Services
1 1 (2.08%) Adobe Analytics
Database & Business Intelligence
1 27 (56.25%) Data Mining
2 15 (31.25%) Big Data
3 11 (22.92%) Hadoop
4 10 (20.83%) Relational Database
5 9 (18.75%) Apache Hive
6 8 (16.67%) Spotfire
7 6 (12.50%) Text Mining
8 5 (10.42%) SQL Server
9 3 (6.25%) HBase
10 2 (4.17%) BusinessObjects
10 2 (4.17%) NoSQL
10 2 (4.17%) Power BI
10 2 (4.17%) RDBMS
11 1 (2.08%) Apache Cassandra
11 1 (2.08%) Mahout
11 1 (2.08%) QlikView
Development Applications
1 2 (4.17%) Git (software)
General
1 14 (29.17%) Marketing
2 7 (14.58%) Finance
2 7 (14.58%) Pharmaceutical
3 3 (6.25%) Advertising
4 2 (4.17%) Retail
5 1 (2.08%) Banking
5 1 (2.08%) Games
5 1 (2.08%) Telecoms
Job Titles
1 24 (50.00%) Data Scientist
2 12 (25.00%) Analyst
3 8 (16.67%) Data Analyst
4 5 (10.42%) Customer Insight Manager
4 5 (10.42%) Insight Manager
4 5 (10.42%) Senior Data Scientist
5 4 (8.33%) Analytics Manager
6 3 (6.25%) Business Analytics Manager
6 3 (6.25%) Business Manager
6 3 (6.25%) Research Analyst
6 3 (6.25%) Senior Analytics Manager
6 3 (6.25%) Senior Business Manager
6 3 (6.25%) Senior Manager
6 3 (6.25%) SPSS Analyst
6 3 (6.25%) SPSS Data Analyst
6 3 (6.25%) Statistical Analyst
6 3 (6.25%) Statistical Data Analyst
7 2 (4.17%) Business Intelligence Analyst
7 2 (4.17%) Data Consultant
7 2 (4.17%) IT Consultant
Libraries, Frameworks & Software Standards
1 4 (8.33%) Natural Language Processing
2 1 (2.08%) D3.js
Miscellaneous
1 22 (45.83%) Analytical Skills
2 20 (41.67%) Mathematics
3 18 (37.50%) Neural Network
3 18 (37.50%) Statistics
4 15 (31.25%) Computer Science
5 9 (18.75%) Algorithms
6 7 (14.58%) Physics
7 6 (12.50%) Data Extraction
7 6 (12.50%) Economics
7 6 (12.50%) Visualisation
8 4 (8.33%) Chemistry
8 4 (8.33%) Digital Media
8 4 (8.33%) Social Media
9 2 (4.17%) Applied Mathematics
9 2 (4.17%) Artificial Intelligence
9 2 (4.17%) Biology
9 2 (4.17%) Informatics
9 2 (4.17%) Psychology
10 1 (2.08%) Credit Risk
10 1 (2.08%) Robotics
Operating Systems
1 2 (4.17%) Linux
2 1 (2.08%) Windows
Processes & Methodologies
1 39 (81.25%) Analytics
2 20 (41.67%) Machine Learning
3 17 (35.42%) Predictive Modelling
4 12 (25.00%) Bayesian Methods
4 12 (25.00%) CHAID
4 12 (25.00%) Data Analytics
4 12 (25.00%) Regression Analysis
5 11 (22.92%) Statistical Modelling
6 10 (20.83%) Time Series Analysis
7 9 (18.75%) Business Intelligence
7 9 (18.75%) Data Analysis
7 9 (18.75%) Linear Regression
8 8 (16.67%) Logistic Regression
8 8 (16.67%) Market Research
8 8 (16.67%) Statistical Analysis
9 7 (14.58%) Factor Analysis
9 7 (14.58%) Neuroscience
9 7 (14.58%) Stochastic Modelling
10 6 (12.50%) Customer Insight
10 6 (12.50%) Digital Marketing
Programming Languages
1 25 (52.08%) R
2 21 (43.75%) Python
3 20 (41.67%) SQL
4 9 (18.75%) MATLAB
5 5 (10.42%) C++
5 5 (10.42%) Java
6 3 (6.25%) C#
6 3 (6.25%) VB
7 2 (4.17%) Clojure
7 2 (4.17%) Perl
7 2 (4.17%) Ruby
8 1 (2.08%) VBA
Qualifications
1 21 (43.75%) Degree
2 15 (31.25%) PhD
Vendors
1 7 (14.58%) TIBCO
2 5 (10.42%) Adobe
3 4 (8.33%) Alteryx
3 4 (8.33%) Microsoft
3 4 (8.33%) Tableau
4 1 (2.08%) Minitab
4 1 (2.08%) Oracle
4 1 (2.08%) Splunk
4 1 (2.08%) Teradata
Warrington, Cheshire
Sanderson
Salary: £20000.00 - £30000.00 per annum
Posted: 5 days ago