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 25 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jul 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 881 919 904
Rank change year-on-year
+38 -15
Permanent jobs citing Cluster Analysis 17 41 61
As % of all permanent IT jobs located in England 0.019% 0.040% 0.056%
As % of the Processes & Methodologies category 0.021% 0.046% 0.066%
Number of salaries quoted 13 40 55
Median salary £45,000 £42,500 £49,000
Median salary % change year-on-year
+5.88% -13.26%
90% offered a salary of more than £37,600 £32,450 £32,500
10% offered a salary of more than £75,000 £70,000 £80,000
UK excluding London median salary £45,000 £34,780 £35,000
% change year-on-year
+29.38% -0.62%
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
80691 89646 92930
As % of all permanent IT jobs located in England 87.82% 87.12% 85.41%
Number of salaries quoted 68232 74135 75625
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £73,000 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 25 July 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 25 July 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
London +9 10 £50,750 +26.87% 1
South West - 3 £45,000 -
South East +32 2 £42,500 -
Yorkshire - 2 - -
Cluster Analysis
UK

Cluster Analysis
Top 30 Related IT Skills in England

For the 6 months to 25 July 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 27 (65.85%) Analytics
2 26 (63.41%) CHAID
3 24 (58.54%) R
4 23 (56.10%) SQL
5 22 (53.66%) Data Mining
6 19 (46.34%) Python
7 18 (43.90%) Hadoop
7 18 (43.90%) Apache Hive
8 15 (36.59%) Analytical Skills
9 14 (34.15%) Degree
9 14 (34.15%) PhD
9 14 (34.15%) SPSS
10 13 (31.71%) Logistic Regression
11 12 (29.27%) MATLAB
11 12 (29.27%) Relational Database
12 11 (26.83%) Big Data
12 11 (26.83%) Text Mining
13 10 (24.39%) Neural Network
13 10 (24.39%) Marketing
13 10 (24.39%) Visualisation
13 10 (24.39%) SAS
13 10 (24.39%) Data Visualisation
13 10 (24.39%) Linear Regression
14 9 (21.95%) Machine Learning
14 9 (21.95%) Business Intelligence
14 9 (21.95%) Statistics
15 8 (19.51%) Data Analysis
15 8 (19.51%) Statistical Modelling
15 8 (19.51%) Apache Spark
16 7 (17.07%) Algorithms

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 10 (24.39%) SAS
2 8 (19.51%) Apache Spark
3 7 (17.07%) Apache Pig
4 1 (2.44%) Skype for Business
Applications
1 14 (34.15%) SPSS
2 3 (7.32%) MS Excel
2 3 (7.32%) MS Office
3 1 (2.44%) MS PowerPoint
3 1 (2.44%) Stata
Business Applications
1 3 (7.32%) FastStats
2 1 (2.44%) SAP InfiniteInsight
Cloud Services
1 1 (2.44%) SmartFocus
Database & Business Intelligence
1 22 (53.66%) Data Mining
2 18 (43.90%) Apache Hive
2 18 (43.90%) Hadoop
3 12 (29.27%) Relational Database
4 11 (26.83%) Big Data
4 11 (26.83%) Text Mining
5 5 (12.20%) Impala
5 5 (12.20%) QlikView
5 5 (12.20%) SQL Server
6 3 (7.32%) Apache Cassandra
7 2 (4.88%) HBase
Development Applications
1 2 (4.88%) Git (software)
General
1 10 (24.39%) Marketing
2 4 (9.76%) Finance
2 4 (9.76%) Telecoms
3 3 (7.32%) Advertising
Job Titles
1 18 (43.90%) Analyst
1 18 (43.90%) Data Scientist
2 12 (29.27%) Data Analyst
3 8 (19.51%) SPSS Analyst
4 7 (17.07%) SPSS Data Analyst
5 6 (14.63%) Insight Analyst
5 6 (14.63%) SQL Analyst
6 5 (12.20%) Data Engineer
6 5 (12.20%) SQL Data Analyst
7 4 (9.76%) Excel Analyst
7 4 (9.76%) SAS Analyst
8 3 (7.32%) Marketing Analyst
8 3 (7.32%) Senior Data Scientist
8 3 (7.32%) SPSS Marketing Analyst
9 2 (4.88%) Algorithm Engineer
9 2 (4.88%) Development Engineer
9 2 (4.88%) Machine Learning Scientist
9 2 (4.88%) Marketing Data Analyst
9 2 (4.88%) SAS Data Analyst
9 2 (4.88%) SAS Insight Analyst
Libraries, Frameworks & Software Standards
1 5 (12.20%) Apache Camel
1 5 (12.20%) D3.js
1 5 (12.20%) Kafka
1 5 (12.20%) NumPy
1 5 (12.20%) Velocity
Miscellaneous
1 15 (36.59%) Analytical Skills
2 10 (24.39%) Neural Network
2 10 (24.39%) Visualisation
3 9 (21.95%) Statistics
4 7 (17.07%) Algorithms
5 6 (14.63%) Mathematics
6 4 (9.76%) Computer Science
6 4 (9.76%) Digital Media
6 4 (9.76%) Physics
7 2 (4.88%) Biology
7 2 (4.88%) Chemistry
7 2 (4.88%) Economics
7 2 (4.88%) Social Media
Operating Systems
1 2 (4.88%) Linux
Processes & Methodologies
1 27 (65.85%) Analytics
2 26 (63.41%) CHAID
3 13 (31.71%) Logistic Regression
4 10 (24.39%) Data Visualisation
4 10 (24.39%) Linear Regression
5 9 (21.95%) Business Intelligence
5 9 (21.95%) Machine Learning
6 8 (19.51%) Data Analysis
6 8 (19.51%) Statistical Modelling
7 7 (17.07%) MapReduce
7 7 (17.07%) Predictive Modelling
8 6 (14.63%) Actionable Insight
8 6 (14.63%) Customer Insight
8 6 (14.63%) Exploratory Data Analysis
9 5 (12.20%) Dashboard Development
10 4 (9.76%) CRM
11 3 (7.32%) Bayesian Methods
11 3 (7.32%) Direct Marketing
11 3 (7.32%) Factor Analysis
11 3 (7.32%) Market Research
Programming Languages
1 24 (58.54%) R
2 23 (56.10%) SQL
3 19 (46.34%) Python
4 12 (29.27%) MATLAB
5 7 (17.07%) Java
6 2 (4.88%) C#
6 2 (4.88%) C++
6 2 (4.88%) Perl
6 2 (4.88%) VB
7 1 (2.44%) T-SQL
Qualifications
1 14 (34.15%) Degree
1 14 (34.15%) PhD
2 1 (2.44%) MBA
System Software
1 5 (12.20%) Apache Flume
1 5 (12.20%) HDFS
Vendors
1 5 (12.20%) Cloudera
1 5 (12.20%) Hortonworks
1 5 (12.20%) MapR
1 5 (12.20%) Tableau
2 2 (4.88%) Alteryx
2 2 (4.88%) Microsoft
2 2 (4.88%) Oracle
3 1 (2.44%) Adobe
3 1 (2.44%) Minitab
Stockport, Cheshire
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Salary: £40000 - £65000 per annum + package
Posted: 6 days ago