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 30 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 Aug 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 888 939 919
Rank change year-on-year
+51 -20
Permanent jobs citing Cluster Analysis 22 31 49
As % of all permanent IT jobs located in the UK 0.023% 0.029% 0.043%
As % of the Processes & Methodologies category 0.026% 0.033% 0.050%
Number of salaries quoted 18 31 41
Median salary £45,000 £55,000 £49,000
Median salary % change year-on-year
-18.18% +12.24%
90% offered a salary of more than £33,500 £32,500 £32,500
10% offered a salary of more than £68,750 £70,000 £80,000
UK excluding London median salary £42,500 £42,500 £29,000
% change year-on-year
- +46.55%

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
86015 94271 97867
As % of all permanent IT jobs located in the UK 88.06% 87.58% 85.32%
Number of salaries quoted 71937 77596 78114
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 £32,500 £30,500
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

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 30 August 2016 within the UK.

Cluster Analysis Salary Histogram in the UK

Cluster Analysis
Top 10 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 30 August 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 +25 22 £45,000 -18.18% 3
London +30 18 £52,500 -4.54% 3
City of London +52 3 £41,750 +24.62% 1
South East +27 3 £40,000 -5.88%
Oxfordshire - 2 £41,250 -
Oxford - 2 £41,250 -
Epsom - 1 £40,000 -
Manchester - 1 £45,000 -
Surrey - 1 £40,000 -
North West - 1 £45,000 -

Cluster Analysis
Top 30 Related IT Skills

For the 6 months to 30 August 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 34 (72.34%) Analytics
2 28 (59.57%) Data Mining
3 27 (57.45%) R
4 24 (51.06%) CHAID
5 23 (48.94%) Python
6 22 (46.81%) SQL
7 21 (44.68%) Degree
8 20 (42.55%) Hadoop
8 20 (42.55%) PhD
9 18 (38.30%) Apache Hive
10 17 (36.17%) Analytical Skills
10 17 (36.17%) SPSS
11 16 (34.04%) Big Data
12 15 (31.91%) MATLAB
12 15 (31.91%) Logistic Regression
13 14 (29.79%) Neural Network
13 14 (29.79%) Machine Learning
13 14 (29.79%) Linear Regression
13 14 (29.79%) Relational Database
14 13 (27.66%) Data Visualisation
14 13 (27.66%) Visualisation
15 12 (25.53%) Data Analysis
16 11 (23.40%) Text Mining
16 11 (23.40%) Statistics
16 11 (23.40%) Predictive Modelling
16 11 (23.40%) Algorithms
17 10 (21.28%) Mathematics
18 9 (19.15%) SAS
18 9 (19.15%) Java
18 9 (19.15%) Apache Pig

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 9 (19.15%) Apache Pig
1 9 (19.15%) Apache Spark
1 9 (19.15%) SAS
Applications
1 17 (36.17%) SPSS
2 4 (8.51%) MS Excel
2 4 (8.51%) MS Office
2 4 (8.51%) Stata
3 2 (4.26%) CPLEX
4 1 (2.13%) S-PLUS
Business Applications
1 1 (2.13%) FastStats
Database & Business Intelligence
1 28 (59.57%) Data Mining
2 20 (42.55%) Hadoop
3 18 (38.30%) Apache Hive
4 16 (34.04%) Big Data
5 14 (29.79%) Relational Database
6 11 (23.40%) Text Mining
7 5 (10.64%) Impala
7 5 (10.64%) QlikView
7 5 (10.64%) SQL Server
8 2 (4.26%) Apache Cassandra
8 2 (4.26%) HBase
9 1 (2.13%) BusinessObjects
9 1 (2.13%) NoSQL
9 1 (2.13%) Power BI
9 1 (2.13%) RDBMS
Development Applications
1 3 (6.38%) Git (software)
General
1 8 (17.02%) Marketing
2 7 (14.89%) Finance
3 4 (8.51%) Telecoms
4 2 (4.26%) Advertising
4 2 (4.26%) Retail
Job Titles
1 21 (44.68%) Data Scientist
2 19 (40.43%) Analyst
3 14 (29.79%) Data Analyst
4 8 (17.02%) SPSS Analyst
5 7 (14.89%) SPSS Data Analyst
6 5 (10.64%) Data Engineer
6 5 (10.64%) SQL Analyst
7 4 (8.51%) Excel Analyst
7 4 (8.51%) Insight Analyst
7 4 (8.51%) Senior Data Scientist
7 4 (8.51%) SQL Data Analyst
8 3 (6.38%) Statistical Analyst
8 3 (6.38%) Statistical Data Analyst
9 2 (4.26%) Consultant
9 2 (4.26%) Data Consultant
9 2 (4.26%) Development Engineer
9 2 (4.26%) IT Consultant
9 2 (4.26%) Machine Learning Scientist
9 2 (4.26%) Research Analyst
9 2 (4.26%) SAS Analyst
Libraries, Frameworks & Software Standards
1 5 (10.64%) Apache Camel
1 5 (10.64%) D3.js
1 5 (10.64%) Kafka
1 5 (10.64%) NumPy
1 5 (10.64%) Velocity
2 3 (6.38%) Natural Language Processing
Miscellaneous
1 17 (36.17%) Analytical Skills
2 14 (29.79%) Neural Network
3 13 (27.66%) Visualisation
4 11 (23.40%) Algorithms
4 11 (23.40%) Statistics
5 10 (21.28%) Mathematics
6 7 (14.89%) Computer Science
6 7 (14.89%) Physics
7 6 (12.77%) Digital Media
8 5 (10.64%) Chemistry
8 5 (10.64%) Economics
9 4 (8.51%) Social Media
10 3 (6.38%) Biology
11 2 (4.26%) Applied Mathematics
11 2 (4.26%) Artificial Intelligence
11 2 (4.26%) Informatics
11 2 (4.26%) Psychology
12 1 (2.13%) Robotics
Operating Systems
1 3 (6.38%) Linux
Processes & Methodologies
1 34 (72.34%) Analytics
2 24 (51.06%) CHAID
3 15 (31.91%) Logistic Regression
4 14 (29.79%) Linear Regression
4 14 (29.79%) Machine Learning
5 13 (27.66%) Data Visualisation
6 12 (25.53%) Data Analysis
7 11 (23.40%) Predictive Modelling
8 8 (17.02%) Actionable Insight
8 8 (17.02%) Business Intelligence
8 8 (17.02%) Statistical Modelling
9 7 (14.89%) Customer Insight
9 7 (14.89%) MapReduce
9 7 (14.89%) Market Research
10 6 (12.77%) Bayesian Methods
10 6 (12.77%) Factor Analysis
11 5 (10.64%) Dashboard Development
11 5 (10.64%) Data Modelling
11 5 (10.64%) Exploratory Data Analysis
12 4 (8.51%) Regression Analysis
Programming Languages
1 27 (57.45%) R
2 23 (48.94%) Python
3 22 (46.81%) SQL
4 15 (31.91%) MATLAB
5 9 (19.15%) Java
6 5 (10.64%) C++
7 3 (6.38%) C#
7 3 (6.38%) VB
8 2 (4.26%) Clojure
8 2 (4.26%) Perl
8 2 (4.26%) Ruby
Qualifications
1 21 (44.68%) Degree
2 20 (42.55%) PhD
System Software
1 5 (10.64%) Apache Flume
1 5 (10.64%) HDFS
Vendors
1 6 (12.77%) Tableau
2 5 (10.64%) Cloudera
2 5 (10.64%) Hortonworks
2 5 (10.64%) MapR
3 4 (8.51%) Alteryx
4 3 (6.38%) Microsoft
5 2 (4.26%) Oracle
City, London
Experis Ltd
Salary: £36000.00 - £47500.00 per annum + benefits
Posted: 2 days ago
London
Mason Frank International
Posted: 4 days ago
London
Mason Frank International
Posted: 4 days ago