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 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 879 901 939
Rank change year-on-year
+22 +38
Permanent jobs citing Cluster Analysis 26 33 20
As % of all permanent IT jobs located in England 0.027% 0.032% 0.018%
As % of the Processes & Methodologies category 0.031% 0.037% 0.021%
Number of salaries quoted 19 26 18
Median salary £45,000 £41,250 £77,500
Median salary % change year-on-year
+9.09% -46.77%
90% offered a salary of more than £35,000 £28,000 £45,550
10% offered a salary of more than £75,000 £63,750 £85,000
UK excluding London median salary £45,000 £31,500 £37,500
% change year-on-year
+42.85% -16.00%
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
84211 88506 95091
As % of all permanent IT jobs located in England 87.73% 85.91% 85.36%
Number of salaries quoted 70862 72288 77374
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 £32,000 £31,000
10% offered a salary of more than £77,500 £72,500 £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 5 May 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 5 May 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 +7 16 £51,250 +13.88% 4
Yorkshire - 5 - -
South West - 4 £45,000 - 1
North West +11 1 £19,000 -7.31%
Cluster Analysis
UK

Cluster Analysis
Top 30 Related IT Skills in England

For the 6 months to 5 May 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 28 (66.67%) SQL
1 28 (66.67%) CHAID
2 27 (64.29%) Analytics
3 22 (52.38%) R
4 19 (45.24%) Analytical Skills
4 19 (45.24%) Data Mining
5 18 (42.86%) SPSS
5 18 (42.86%) Marketing
6 17 (40.48%) SAS
6 17 (40.48%) Python
7 14 (33.33%) Apache Hive
7 14 (33.33%) Hadoop
8 12 (28.57%) Logistic Regression
9 11 (26.19%) Degree
10 10 (23.81%) Statistical Modelling
10 10 (23.81%) Business Intelligence
10 10 (23.81%) PhD
11 9 (21.43%) CRM
11 9 (21.43%) Statistics
11 9 (21.43%) Text Mining
11 9 (21.43%) Visualisation
11 9 (21.43%) Linear Regression
12 8 (19.05%) Relational Database
12 8 (19.05%) Data Visualisation
12 8 (19.05%) Data Analysis
13 7 (16.67%) Neural Network
13 7 (16.67%) MATLAB
13 7 (16.67%) Big Data
13 7 (16.67%) Customer Insight
13 7 (16.67%) Apache Spark

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 (40.48%) SAS
2 7 (16.67%) Apache Spark
3 5 (11.90%) Apache Pig
4 1 (2.38%) Skype for Business
Applications
1 18 (42.86%) SPSS
2 3 (7.14%) MS Excel
3 2 (4.76%) MS Office
4 1 (2.38%) MS PowerPoint
Business Applications
1 5 (11.90%) FastStats
2 2 (4.76%) SAP InfiniteInsight
3 1 (2.38%) WebTrends
Cloud Services
1 1 (2.38%) SmartFocus
Database & Business Intelligence
1 19 (45.24%) Data Mining
2 14 (33.33%) Apache Hive
2 14 (33.33%) Hadoop
3 9 (21.43%) Text Mining
4 8 (19.05%) Relational Database
5 7 (16.67%) Big Data
6 5 (11.90%) Impala
6 5 (11.90%) QlikView
7 4 (9.52%) SQL Server
8 2 (4.76%) Apache Cassandra
8 2 (4.76%) SQL Server Reporting Services
9 1 (2.38%) SQL Server Analysis Services
9 1 (2.38%) SQL Server Integration Services
General
1 18 (42.86%) Marketing
2 4 (9.52%) Finance
3 2 (4.76%) Advertising
3 2 (4.76%) Retail
3 2 (4.76%) Telecoms
4 1 (2.38%) Banking
4 1 (2.38%) Games
Job Titles
1 24 (57.14%) Analyst
2 14 (33.33%) Data Scientist
3 12 (28.57%) Data Analyst
4 11 (26.19%) SPSS Analyst
5 9 (21.43%) Insight Analyst
5 9 (21.43%) SAS Analyst
6 8 (19.05%) SPSS Data Analyst
6 8 (19.05%) SQL Analyst
7 7 (16.67%) Marketing Analyst
8 5 (11.90%) Data Engineer
8 5 (11.90%) SAS Insight Analyst
8 5 (11.90%) SAS Marketing Analyst
8 5 (11.90%) SPSS Marketing Analyst
9 4 (9.52%) SQL Data Analyst
9 4 (9.52%) Statistical Analyst
10 3 (7.14%) Marketing Data Analyst
10 3 (7.14%) Marketing Insight Analyst
10 3 (7.14%) Senior Analyst
11 2 (4.76%) Excel Analyst
11 2 (4.76%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 6 (14.29%) D3.js
2 5 (11.90%) Apache Camel
2 5 (11.90%) Kafka
2 5 (11.90%) NumPy
2 5 (11.90%) Velocity
Miscellaneous
1 19 (45.24%) Analytical Skills
2 9 (21.43%) Statistics
2 9 (21.43%) Visualisation
3 7 (16.67%) Neural Network
4 2 (4.76%) Algorithms
4 2 (4.76%) Digital Media
4 2 (4.76%) Mathematics
5 1 (2.38%) Data Extraction
5 1 (2.38%) Economics
5 1 (2.38%) Social Media
Processes & Methodologies
1 28 (66.67%) CHAID
2 27 (64.29%) Analytics
3 12 (28.57%) Logistic Regression
4 10 (23.81%) Business Intelligence
4 10 (23.81%) Statistical Modelling
5 9 (21.43%) CRM
5 9 (21.43%) Linear Regression
6 8 (19.05%) Data Analysis
6 8 (19.05%) Data Visualisation
7 7 (16.67%) Customer Insight
8 6 (14.29%) Campaign Analysis
8 6 (14.29%) Direct Marketing
8 6 (14.29%) Exploratory Data Analysis
9 5 (11.90%) Dashboard Development
9 5 (11.90%) MapReduce
10 4 (9.52%) Predictive Modelling
11 3 (7.14%) Business Analytics
12 2 (4.76%) Data Analytics
12 2 (4.76%) Digital Marketing
12 2 (4.76%) Machine Learning
Programming Languages
1 28 (66.67%) SQL
2 22 (52.38%) R
3 17 (40.48%) Python
4 7 (16.67%) MATLAB
5 5 (11.90%) Java
6 1 (2.38%) T-SQL
6 1 (2.38%) VBA
Qualifications
1 11 (26.19%) Degree
2 10 (23.81%) PhD
3 1 (2.38%) MBA
System Software
1 5 (11.90%) Apache Flume
1 5 (11.90%) HDFS
Vendors
1 6 (14.29%) Tableau
2 5 (11.90%) Cloudera
2 5 (11.90%) Hortonworks
2 5 (11.90%) MapR
3 2 (4.76%) Adobe
3 2 (4.76%) Oracle
4 1 (2.38%) Microsoft
4 1 (2.38%) Minitab
Bristol, Avon
Novate IT Ltd
Salary: £40000.00 - £50000.00 per annum + benefits
Posted: 2 days ago
City, London
Informatiq Consulting
Salary: £45000 - £59000 per annum + Bens
Posted: 2 days ago
North London
Understanding Recruitment
Salary: £34000.00 - £40000.00 per annum + Execllent Benefits
Posted: 4 days ago
City, London
Careerwise UK Limited
Salary: £38000 - £60000 per annum
Posted: 6 days ago
London
Capita plc
Salary: £30000 - £40000 per annum + Benefits
Posted: 27 days ago