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

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 850 909 927
Rank change year-on-year
+59 +18
Permanent jobs citing Cluster Analysis 28 27 29
As % of all permanent IT jobs located in England 0.031% 0.026% 0.027%
As % of the Processes & Methodologies category 0.035% 0.030% 0.032%
Number of salaries quoted 22 27 26
Median salary £45,000 £52,500 £40,000
Median salary % change year-on-year
-14.28% +31.25%
90% offered a salary of more than £33,900 £33,800 £21,750
10% offered a salary of more than £68,150 £68,500 £76,250
UK excluding London median salary £45,000 £43,500 £22,500
% change year-on-year
+3.44% +93.33%
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
79080 89101 91294
As % of all permanent IT jobs located in England 88.26% 87.44% 85.38%
Number of salaries quoted 66390 74452 73759
Median salary £50,500 £50,000 £49,000
Median salary % change year-on-year
+1.00% +2.04%
90% offered a salary of more than £32,500 £32,500 £30,500
10% offered a salary of more than £80,000 £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 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 30 September 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 30 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
London +41 20 £52,500 -2.32%
South East - 6 £40,000 - 1
South West +1 1 £45,000 +3.44% 1
North West - 1 £45,000 -
Cluster Analysis
UK

Cluster Analysis
Top 30 Related IT Skills in England

For the 6 months to 30 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 across the England region 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 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 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: 10 days ago