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 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 879 939 950
Rank change year-on-year
+60 +11
Permanent jobs citing Cluster Analysis 28 28 34
As % of all permanent IT jobs located in the UK 0.029% 0.026% 0.030%
As % of the Processes & Methodologies category 0.033% 0.029% 0.035%
Number of salaries quoted 22 27 27
Median salary £45,000 £52,500 £45,000
Median salary % change year-on-year
-14.28% +16.66%
90% offered a salary of more than £33,900 £33,800 £21,800
10% offered a salary of more than £68,150 £68,500 £75,500
UK excluding London median salary £45,000 £43,500 £22,500
% change year-on-year
+3.44% +93.33%

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
83876 95652 97563
As % of all permanent IT jobs located in the UK 88.27% 87.52% 85.33%
Number of salaries quoted 69767 79052 78125
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 29 September 2016 within the UK.

Cluster Analysis Salary Histogram in the UK

Cluster Analysis
Top 14 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 29 September 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 +66 28 £45,000 -14.28% 2
London +38 20 £52,500 -2.32%
South East - 6 £40,000 - 1
City of London +47 4 £41,750 +22.79%
Epsom - 2 £40,000 -
Oxford - 2 £41,250 -
Berkshire - 2 £68,500 - 1
Oxfordshire - 2 £41,250 -
Surrey - 2 £40,000 -
Bristol +6 1 £45,000 +3.44% 1
South West 0 1 £45,000 +3.44% 1
North West - 1 £45,000 -
Bracknell - 1 - -
Manchester - 1 £45,000 -

Cluster Analysis
Top 30 Related IT Skills

For the 6 months to 29 September 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 35 (71.43%) Analytics
2 27 (55.10%) Data Mining
3 26 (53.06%) R
4 23 (46.94%) SQL
5 21 (42.86%) CHAID
5 21 (42.86%) Degree
6 20 (40.82%) Python
7 19 (38.78%) Hadoop
8 18 (36.73%) PhD
8 18 (36.73%) Analytical Skills
9 17 (34.69%) Apache Hive
10 16 (32.65%) Big Data
10 16 (32.65%) SPSS
11 15 (30.61%) MATLAB
12 14 (28.57%) Logistic Regression
12 14 (28.57%) Machine Learning
12 14 (28.57%) Predictive Modelling
13 13 (26.53%) Visualisation
13 13 (26.53%) Data Visualisation
13 13 (26.53%) Neural Network
13 13 (26.53%) Data Analysis
13 13 (26.53%) Relational Database
14 12 (24.49%) Linear Regression
14 12 (24.49%) Statistics
15 11 (22.45%) Mathematics
15 11 (22.45%) SAS
15 11 (22.45%) Algorithms
16 10 (20.41%) Marketing
16 10 (20.41%) Text Mining
17 9 (18.37%) Business Intelligence

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 11 (22.45%) SAS
2 9 (18.37%) Apache Pig
2 9 (18.37%) Apache Spark
Applications
1 16 (32.65%) SPSS
2 5 (10.20%) Stata
3 4 (8.16%) MS Excel
3 4 (8.16%) MS Office
4 2 (4.08%) CPLEX
5 1 (2.04%) S-PLUS
Business Applications
1 1 (2.04%) Data Workbench
1 1 (2.04%) FastStats
Cloud Services
1 1 (2.04%) Adobe Analytics
Database & Business Intelligence
1 27 (55.10%) Data Mining
2 19 (38.78%) Hadoop
3 17 (34.69%) Apache Hive
4 16 (32.65%) Big Data
5 13 (26.53%) Relational Database
6 10 (20.41%) Text Mining
7 6 (12.24%) QlikView
8 5 (10.20%) Impala
8 5 (10.20%) SQL Server
9 2 (4.08%) Apache Cassandra
9 2 (4.08%) BusinessObjects
9 2 (4.08%) HBase
9 2 (4.08%) Power BI
9 2 (4.08%) Spotfire
10 1 (2.04%) NoSQL
10 1 (2.04%) RDBMS
Development Applications
1 3 (6.12%) Git (software)
General
1 10 (20.41%) Marketing
2 9 (18.37%) Finance
3 4 (8.16%) Telecoms
4 3 (6.12%) Advertising
5 2 (4.08%) Retail
6 1 (2.04%) Banking
6 1 (2.04%) Pharmaceutical
Job Titles
1 20 (40.82%) Data Scientist
2 19 (38.78%) Analyst
3 13 (26.53%) Data Analyst
4 6 (12.24%) SPSS Analyst
5 5 (10.20%) Data Engineer
5 5 (10.20%) SPSS Data Analyst
5 5 (10.20%) SQL Analyst
6 4 (8.16%) Insight Analyst
6 4 (8.16%) Senior Data Scientist
6 4 (8.16%) SQL Data Analyst
7 3 (6.12%) Excel Analyst
7 3 (6.12%) Research Analyst
7 3 (6.12%) SAS Analyst
7 3 (6.12%) Statistical Analyst
7 3 (6.12%) Statistical Data Analyst
8 2 (4.08%) Algorithm Engineer
8 2 (4.08%) Consultant
8 2 (4.08%) Insight Manager
8 2 (4.08%) IT Consultant
8 2 (4.08%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 5 (10.20%) Apache Camel
1 5 (10.20%) D3.js
1 5 (10.20%) Kafka
1 5 (10.20%) NumPy
1 5 (10.20%) Velocity
2 3 (6.12%) Natural Language Processing
Miscellaneous
1 18 (36.73%) Analytical Skills
2 13 (26.53%) Neural Network
2 13 (26.53%) Visualisation
3 12 (24.49%) Statistics
4 11 (22.45%) Algorithms
4 11 (22.45%) Mathematics
5 7 (14.29%) Computer Science
5 7 (14.29%) Physics
6 6 (12.24%) Digital Media
6 6 (12.24%) Economics
7 5 (10.20%) Chemistry
8 4 (8.16%) Social Media
9 3 (6.12%) Biology
10 2 (4.08%) Applied Mathematics
10 2 (4.08%) Artificial Intelligence
10 2 (4.08%) Data Extraction
10 2 (4.08%) Informatics
10 2 (4.08%) Psychology
11 1 (2.04%) Credit Risk
11 1 (2.04%) Robotics
Operating Systems
1 3 (6.12%) Linux
Processes & Methodologies
1 35 (71.43%) Analytics
2 21 (42.86%) CHAID
3 14 (28.57%) Logistic Regression
3 14 (28.57%) Machine Learning
3 14 (28.57%) Predictive Modelling
4 13 (26.53%) Data Analysis
4 13 (26.53%) Data Visualisation
5 12 (24.49%) Linear Regression
6 9 (18.37%) Actionable Insight
6 9 (18.37%) Business Intelligence
7 8 (16.33%) Market Research
7 8 (16.33%) Regression Analysis
8 7 (14.29%) Factor Analysis
8 7 (14.29%) MapReduce
9 6 (12.24%) Data Modelling
9 6 (12.24%) Time Series Analysis
10 5 (10.20%) Bayesian Methods
10 5 (10.20%) Customer Insight
10 5 (10.20%) Dashboard Development
10 5 (10.20%) Statistical Modelling
Programming Languages
1 26 (53.06%) R
2 23 (46.94%) SQL
3 20 (40.82%) Python
4 15 (30.61%) MATLAB
5 9 (18.37%) Java
6 5 (10.20%) C++
7 3 (6.12%) C#
7 3 (6.12%) VB
8 2 (4.08%) Clojure
8 2 (4.08%) Perl
8 2 (4.08%) Ruby
Qualifications
1 21 (42.86%) Degree
2 18 (36.73%) PhD
System Software
1 5 (10.20%) Apache Flume
1 5 (10.20%) HDFS
Vendors
1 8 (16.33%) Tableau
2 5 (10.20%) Cloudera
2 5 (10.20%) Hortonworks
2 5 (10.20%) MapR
3 4 (8.16%) Alteryx
3 4 (8.16%) Microsoft
4 2 (4.08%) Adobe
4 2 (4.08%) Oracle
5 1 (2.04%) TIBCO
Bristol, Avon
Novate IT Ltd
Salary: £40000.00 - £50000.00 per annum
Posted: 2 days ago
Berkshire
Lawrence Harvey
Salary: £60000.00 - £77000.00 per annum + benefits + bonus
Posted: 9 days ago