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

3 months to
25 May 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 898 921 977
Rank change year-on-year
+23 +56
Permanent jobs citing Cluster Analysis 28 37 28
As % of all permanent IT jobs located in the UK 0.028% 0.035% 0.024%
As % of the Processes & Methodologies category 0.032% 0.040% 0.028%
Number of salaries quoted 22 34 26
Median salary £45,000 £37,500 £50,000
Median salary % change year-on-year
+20.00% -25.00%
90% offered a salary of more than £36,100 £29,050 £37,500
10% offered a salary of more than £75,000 £63,750 £92,500
UK excluding London median salary £45,000 £31,500 £36,250
% change year-on-year
+42.85% -13.10%

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
86678 92333 100261
As % of all permanent IT jobs located in the UK 87.87% 86.39% 85.34%
Number of salaries quoted 72146 75008 81488
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 £31,500 £31,000
10% offered a salary of more than £75,000 £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

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 25 May 2016 within the UK.

Cluster Analysis Salary Histogram in the UK

Cluster Analysis
Top 13 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 25 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
England +19 28 £45,000 +16.12%
London -12 16 £37,500 -6.25%
South West - 6 £45,000 -
Bristol - 5 £45,000 -
Leeds - 5 - -
West Yorkshire - 5 - -
Yorkshire - 5 - -
City of London +45 4 £37,500 -18.91%
South East +17 1 £40,000 -5.88%
Gloucestershire - 1 £35,000 -
Cirencester - 1 £35,000 -
Oxford - 1 £40,000 -
Oxfordshire - 1 £40,000 -

Cluster Analysis
Top 30 Related IT Skills

For the 6 months to 25 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 with a requirement for Cluster Analysis.

1 29 (70.73%) CHAID
2 26 (63.41%) Analytics
3 25 (60.98%) R
4 24 (58.54%) SQL
5 20 (48.78%) Data Mining
6 19 (46.34%) Python
7 18 (43.90%) SPSS
7 18 (43.90%) Analytical Skills
8 16 (39.02%) Marketing
9 14 (34.15%) SAS
9 14 (34.15%) Hadoop
9 14 (34.15%) Apache Hive
10 13 (31.71%) Degree
10 13 (31.71%) PhD
11 12 (29.27%) Logistic Regression
11 12 (29.27%) Statistical Modelling
11 12 (29.27%) Linear Regression
12 11 (26.83%) Visualisation
13 10 (24.39%) Business Intelligence
13 10 (24.39%) Data Visualisation
14 9 (21.95%) Relational Database
14 9 (21.95%) Text Mining
14 9 (21.95%) MATLAB
15 8 (19.51%) Data Analysis
15 8 (19.51%) Customer Insight
15 8 (19.51%) Apache Spark
16 7 (17.07%) Neural Network
16 7 (17.07%) Statistics
16 7 (17.07%) CRM
17 6 (14.63%) SQL Server

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 14 (34.15%) SAS
2 8 (19.51%) Apache Spark
3 5 (12.20%) Apache Pig
4 1 (2.44%) Skype for Business
Applications
1 18 (43.90%) SPSS
2 3 (7.32%) MS Excel
3 2 (4.88%) MS Office
4 1 (2.44%) MS PowerPoint
Business Applications
1 4 (9.76%) FastStats
2 2 (4.88%) SAP InfiniteInsight
Cloud Services
1 1 (2.44%) SmartFocus
Database & Business Intelligence
1 20 (48.78%) Data Mining
2 14 (34.15%) Apache Hive
2 14 (34.15%) Hadoop
3 9 (21.95%) Relational Database
3 9 (21.95%) Text Mining
4 6 (14.63%) Big Data
4 6 (14.63%) SQL Server
5 5 (12.20%) Impala
5 5 (12.20%) QlikView
6 3 (7.32%) Apache Cassandra
7 1 (2.44%) SQL Server Reporting Services
Development Applications
1 1 (2.44%) Git (software)
General
1 16 (39.02%) Marketing
2 4 (9.76%) Finance
2 4 (9.76%) Telecoms
3 2 (4.88%) Advertising
4 1 (2.44%) Games
4 1 (2.44%) Retail
Job Titles
1 24 (58.54%) Analyst
2 15 (36.59%) Data Analyst
3 13 (31.71%) Data Scientist
4 12 (29.27%) SPSS Analyst
5 10 (24.39%) SPSS Data Analyst
6 8 (19.51%) SAS Analyst
6 8 (19.51%) SQL Analyst
7 6 (14.63%) Insight Analyst
7 6 (14.63%) SQL Data Analyst
8 5 (12.20%) Data Engineer
8 5 (12.20%) Marketing Analyst
9 4 (9.76%) Excel Analyst
9 4 (9.76%) SAS Marketing Analyst
9 4 (9.76%) SPSS Marketing Analyst
10 3 (7.32%) Marketing Data Analyst
10 3 (7.32%) SAS Data Analyst
10 3 (7.32%) SAS Insight Analyst
10 3 (7.32%) Statistical Analyst
11 2 (4.88%) Senior Analyst
11 2 (4.88%) Statistical Data Analyst
Libraries, Frameworks & Software Standards
1 6 (14.63%) D3.js
2 5 (12.20%) Apache Camel
2 5 (12.20%) Kafka
2 5 (12.20%) NumPy
2 5 (12.20%) Velocity
Miscellaneous
1 18 (43.90%) Analytical Skills
2 11 (26.83%) Visualisation
3 7 (17.07%) Neural Network
3 7 (17.07%) Statistics
4 4 (9.76%) Algorithms
4 4 (9.76%) Digital Media
5 3 (7.32%) Mathematics
6 1 (2.44%) Biology
6 1 (2.44%) Chemistry
6 1 (2.44%) Computer Science
6 1 (2.44%) Data Extraction
6 1 (2.44%) Economics
6 1 (2.44%) Physics
6 1 (2.44%) Social Media
Operating Systems
1 1 (2.44%) Linux
Processes & Methodologies
1 29 (70.73%) CHAID
2 26 (63.41%) Analytics
3 12 (29.27%) Linear Regression
3 12 (29.27%) Logistic Regression
3 12 (29.27%) Statistical Modelling
4 10 (24.39%) Business Intelligence
4 10 (24.39%) Data Visualisation
5 8 (19.51%) Customer Insight
5 8 (19.51%) Data Analysis
6 7 (17.07%) CRM
7 6 (14.63%) Exploratory Data Analysis
8 5 (12.20%) Dashboard Development
8 5 (12.20%) MapReduce
9 4 (9.76%) Direct Marketing
9 4 (9.76%) Machine Learning
9 4 (9.76%) Predictive Modelling
10 3 (7.32%) Business Analytics
10 3 (7.32%) Campaign Analysis
11 2 (4.88%) Bayesian Methods
11 2 (4.88%) Factor Analysis
Programming Languages
1 25 (60.98%) R
2 24 (58.54%) SQL
3 19 (46.34%) Python
4 9 (21.95%) MATLAB
5 5 (12.20%) Java
6 1 (2.44%) C#
6 1 (2.44%) C++
6 1 (2.44%) T-SQL
6 1 (2.44%) VB
Qualifications
1 13 (31.71%) Degree
1 13 (31.71%) PhD
2 1 (2.44%) MBA
System Software
1 5 (12.20%) Apache Flume
1 5 (12.20%) HDFS
Vendors
1 6 (14.63%) Tableau
2 5 (12.20%) Cloudera
2 5 (12.20%) Hortonworks
2 5 (12.20%) MapR
3 2 (4.88%) Oracle
4 1 (2.44%) Adobe
4 1 (2.44%) Microsoft
4 1 (2.44%) Minitab