The table below looks at the statistics for Cluster Analysis skills in IT jobs advertised for the Yorkshire region. Included is a guide to the salaries offered in IT jobs that have cited Cluster Analysis over the 3 months to 28 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jun 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 229 - 259
Rank change year-on-year
- 0
Permanent jobs citing Cluster Analysis 5 0 4
As % of all permanent IT jobs located in Yorkshire 0.089% - 0.056%
As % of the Processes & Methodologies category 0.100% - 0.065%
Number of salaries quoted 0 0 4
Median salary - - £35,000
UK excluding London median salary £45,000 £33,140 £35,000
% change year-on-year
+35.78% -5.31%
Cluster Analysis
England

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Yorkshire region.

Processes & Methodologies Category
Yorkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
5007 6006 6107
As % of all permanent IT jobs located in Yorkshire 89.28% 88.66% 86.09%
Number of salaries quoted 4181 4918 4772
Median salary £42,250 £40,000 £40,000
Median salary % change year-on-year
+5.62% -
90% offered a salary of more than £29,500 £28,000 £28,500
10% offered a salary of more than £60,000 £57,500 £60,000
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 Yorkshire

The demand trend of job ads across the Yorkshire 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 Yorkshire

Cluster Analysis
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Cluster Analysis across the Yorkshire region.

Cluster Analysis Salary Trend in Yorkshire

Cluster Analysis
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cluster Analysis within the Yorkshire region over the 3 months to 28 June 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
West Yorkshire - 5 - -
Cluster Analysis
England

Cluster Analysis
Top 30 Related IT Skills in Yorkshire

For the 6 months to 28 June 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 Yorkshire region with a requirement for Cluster Analysis.

1 6 (100.00%) R
2 5 (83.33%) Data Visualisation
2 5 (83.33%) MapReduce
2 5 (83.33%) Tableau
2 5 (83.33%) D3.js
2 5 (83.33%) Big Data
2 5 (83.33%) Java
2 5 (83.33%) NumPy
2 5 (83.33%) Apache Hive
2 5 (83.33%) Hortonworks
2 5 (83.33%) Cloudera
2 5 (83.33%) Kafka
2 5 (83.33%) Apache Flume
2 5 (83.33%) Apache Pig
2 5 (83.33%) MapR
2 5 (83.33%) Apache Camel
2 5 (83.33%) HDFS
2 5 (83.33%) Impala
2 5 (83.33%) Python
2 5 (83.33%) PhD
2 5 (83.33%) MATLAB
2 5 (83.33%) Data Analysis
2 5 (83.33%) Velocity
2 5 (83.33%) QlikView
2 5 (83.33%) Hadoop
2 5 (83.33%) Visualisation
2 5 (83.33%) Apache Spark
2 5 (83.33%) Dashboard Development
2 5 (83.33%) Exploratory Data Analysis
3 1 (16.67%) Marketing

Cluster Analysis
Top Related IT Skills in Yorkshire 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 5 (83.33%) Apache Pig
1 5 (83.33%) Apache Spark
2 1 (16.67%) SAS
Applications
1 1 (16.67%) SPSS
Database & Business Intelligence
1 5 (83.33%) Apache Hive
1 5 (83.33%) Big Data
1 5 (83.33%) Hadoop
1 5 (83.33%) Impala
1 5 (83.33%) QlikView
General
1 1 (16.67%) Marketing
Job Titles
1 5 (83.33%) Data Engineer
2 1 (16.67%) Analyst
2 1 (16.67%) SAS Analyst
2 1 (16.67%) SAS Statistical Analyst
2 1 (16.67%) Senior Analyst
2 1 (16.67%) Senior SAS Analyst
2 1 (16.67%) Senior Statistical Analyst
2 1 (16.67%) SPSS Analyst
2 1 (16.67%) Statistical Analyst
Libraries, Frameworks & Software Standards
1 5 (83.33%) Apache Camel
1 5 (83.33%) D3.js
1 5 (83.33%) Kafka
1 5 (83.33%) NumPy
1 5 (83.33%) Velocity
Miscellaneous
1 5 (83.33%) Visualisation
Processes & Methodologies
1 5 (83.33%) Dashboard Development
1 5 (83.33%) Data Analysis
1 5 (83.33%) Data Visualisation
1 5 (83.33%) Exploratory Data Analysis
1 5 (83.33%) MapReduce
2 1 (16.67%) Factor Analysis
2 1 (16.67%) Logistic Regression
2 1 (16.67%) Statistical Modelling
Programming Languages
1 6 (100.00%) R
2 5 (83.33%) Java
2 5 (83.33%) MATLAB
2 5 (83.33%) Python
3 1 (16.67%) SQL
Qualifications
1 5 (83.33%) PhD
System Software
1 5 (83.33%) Apache Flume
1 5 (83.33%) HDFS
Vendors
1 5 (83.33%) Cloudera
1 5 (83.33%) Hortonworks
1 5 (83.33%) MapR
1 5 (83.33%) Tableau