The table below looks at the statistics for Cluster Analysis skills in IT jobs advertised for the North West region. Included is a guide to the salaries offered in IT jobs that have cited Cluster Analysis over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Cluster Analysis
England / North West
Rank 242 235 265
Rank change year-on-year
-7 +30
Permanent jobs citing Cluster Analysis 5 1 1
As % of all permanent IT jobs located in the North West 0.083% 0.018% 0.014%
As % of the Processes & Methodologies category 0.092% 0.020% 0.016%
Number of salaries quoted 5 1 0
Median salary £30,000 £19,000 -
Median salary % change year-on-year
+57.89% -
UK excluding London median salary £35,000 £35,000 £56,250
% change year-on-year
- -37.77%

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

Processes & Methodologies Category
North West
Permanent IT job ads with a match in the
Processes & Methodologies category
5437 4983 6108
As % of all permanent IT jobs located in the North West 90.35% 88.23% 87.71%
Number of salaries quoted 4509 4153 5093
Median salary £42,500 £42,500 £40,000
Median salary % change year-on-year
- +6.25%
90% offered a salary of more than £29,000 £28,000 £27,500
10% offered a salary of more than £60,000 £60,000 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Cluster Analysis
Jobs Demand Trend in the North West

The demand trend of job ads across the North West 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 the North West

Cluster Analysis
Salary Trend in the North West

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

Cluster Analysis Salary Trend in the North West

Cluster Analysis
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cluster Analysis within the North West region over the 3 months to 24 February 2017. 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 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
Manchester - 5 £30,000 -
Cluster Analysis
England

Cluster Analysis
Top 30 Related IT Skills in the North West

For the 6 months to 24 February 2017, 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 North West region with a requirement for Cluster Analysis.

1 13 (100.00%) Python
1 13 (100.00%) SAS
1 13 (100.00%) Statistics
1 13 (100.00%) Mathematics
1 13 (100.00%) R
2 12 (92.31%) Data Mining
2 12 (92.31%) Stata
2 12 (92.31%) Machine Learning
2 12 (92.31%) Data Analytics
2 12 (92.31%) Analytics
3 11 (84.62%) Statistical Modelling
4 10 (76.92%) Neuroscience
4 10 (76.92%) Bayesian Methods
4 10 (76.92%) Stochastic Modelling
4 10 (76.92%) Computer Science
4 10 (76.92%) Neural Network
5 3 (23.08%) SPSS
5 3 (23.08%) MATLAB
6 2 (15.38%) S-PLUS
6 2 (15.38%) RDBMS
6 2 (15.38%) PhD
6 2 (15.38%) SQL Server
6 2 (15.38%) Hadoop
6 2 (15.38%) Open Source
6 2 (15.38%) Apache Hive
6 2 (15.38%) Apache Cassandra
6 2 (15.38%) NoSQL
6 2 (15.38%) Natural Language Processing
6 2 (15.38%) Splunk
6 2 (15.38%) HBase

Cluster Analysis
Top Related IT Skills in the North West 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 13 (100.00%) SAS
2 2 (15.38%) Apache Pig
2 2 (15.38%) Apache Spark
Applications
1 12 (92.31%) Stata
2 3 (23.08%) SPSS
3 2 (15.38%) S-PLUS
Business Applications
1 1 (7.69%) FastStats
Database & Business Intelligence
1 12 (92.31%) Data Mining
2 2 (15.38%) Apache Cassandra
2 2 (15.38%) Apache Hive
2 2 (15.38%) Big Data
2 2 (15.38%) Hadoop
2 2 (15.38%) HBase
2 2 (15.38%) NoSQL
2 2 (15.38%) RDBMS
2 2 (15.38%) Relational Database
2 2 (15.38%) SQL Server
General
1 1 (7.69%) Marketing
Job Titles
1 12 (92.31%) Data Scientist
2 1 (7.69%) Analyst
2 1 (7.69%) Insight Analyst
Libraries, Frameworks & Software Standards
1 2 (15.38%) Natural Language Processing
Miscellaneous
1 10 (76.92%) Computer Science
2 1 (7.69%) Analytical Skills
2 1 (7.69%) Digital Media
Processes & Methodologies
1 13 (100.00%) Mathematics
1 13 (100.00%) Statistics
2 12 (92.31%) Analytics
2 12 (92.31%) Data Analytics
2 12 (92.31%) Machine Learning
3 11 (84.62%) Statistical Modelling
4 10 (76.92%) Bayesian Methods
4 10 (76.92%) Neural Network
4 10 (76.92%) Neuroscience
4 10 (76.92%) Stochastic Modelling
5 2 (15.38%) Open Source
6 1 (7.69%) Business Intelligence
6 1 (7.69%) CHAID
6 1 (7.69%) Data Analysis
6 1 (7.69%) Decision Tree
6 1 (7.69%) Exploratory Data Analysis
6 1 (7.69%) Predictive Modelling
6 1 (7.69%) Statistical Analysis
Programming Languages
1 13 (100.00%) Python
1 13 (100.00%) R
2 3 (23.08%) MATLAB
3 1 (7.69%) VBA
Qualifications
1 2 (15.38%) PhD
2 1 (7.69%) Degree
Vendors
1 2 (15.38%) Splunk
2 1 (7.69%) Minitab