Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Cluster Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Cluster Analysis over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Cluster Analysis
England > North West
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 355 360 367
Rank change year-on-year +5 +7 +13
Permanent jobs citing Cluster Analysis 9 7 1
As % of all permanent IT jobs advertised in the North West 0.068% 0.056% 0.008%
As % of the Processes & Methodologies category 0.075% 0.063% 0.009%
Number of salaries quoted 9 7 1
North West median annual salary £60,000 £30,000 £22,500
Median salary % change year-on-year +100.00% +33.33% +2.27%
10th Percentile £31,000 £26,000 £21,250
90th Percentile £71,000 £41,500 £23,750
England median annual salary £60,000 £41,750 £50,000
% change year-on-year +43.71% -16.50% +2.04%

Cluster Analysis is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the North West with a requirement for process or methodology skills.

All Process and Methodology Skills
North West
Permanent vacancies with a requirement for process or methodology skills 11979 11171 11575
As % of all permanent IT jobs advertised in the North West 89.86% 89.81% 89.44%
Number of salaries quoted 9526 9316 9573
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +1.27%
10th Percentile £26,250 £26,250 £24,750
90th Percentile £65,000 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Cluster Analysis
Job Vacancy Trend in the North West

Job postings citing Cluster Analysis as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Cluster Analysis 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 in the North West.

Salary trend for Cluster Analysis in the North West

Cluster Analysis
Salary Histogram in the North West

The salary distribution of IT jobs citing Cluster Analysis in the North West over the 6 months to 21 November 2017.

Salary histogram for Cluster Analysis 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 6 months to 21 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester -18 9 £60,000 +100.00% 1
Cluster Analysis
England

For the 6 months to 21 November 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 9 (100.00%) Data Mining
1 9 (100.00%) Hadoop
1 9 (100.00%) Big Data
1 9 (100.00%) Analytics
2 8 (88.89%) Data Analytics
2 8 (88.89%) Apache Hive
3 6 (66.67%) SQL
3 6 (66.67%) Neural Network
4 5 (55.56%) Text Mining
4 5 (55.56%) CHAID
4 5 (55.56%) Service Delivery
4 5 (55.56%) Logistic Regression
5 4 (44.44%) Mathematics
5 4 (44.44%) Machine Learning
5 4 (44.44%) R
5 4 (44.44%) Statistics
5 4 (44.44%) Python
5 4 (44.44%) SAS
5 4 (44.44%) Apache Spark
6 3 (33.33%) Apache Pig
6 3 (33.33%) Relational Database
6 3 (33.33%) RDBMS
6 3 (33.33%) SPSS
6 3 (33.33%) SQL Server
6 3 (33.33%) Stata
6 3 (33.33%) MATLAB
6 3 (33.33%) S-PLUS
6 3 (33.33%) Natural Language Processing
6 3 (33.33%) Splunk
6 3 (33.33%) HBase

Cluster Analysis
Co-occurring 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 4 (44.44%) Apache Spark
1 4 (44.44%) SAS
2 3 (33.33%) Apache Pig
Applications
1 3 (33.33%) S-PLUS
1 3 (33.33%) SPSS
1 3 (33.33%) Stata
Cloud Services
1 1 (11.11%) Amazon AWS
1 1 (11.11%) Amazon S3
Database & Business Intelligence
1 9 (100.00%) Big Data
1 9 (100.00%) Data Mining
1 9 (100.00%) Hadoop
2 8 (88.89%) Apache Hive
3 5 (55.56%) Text Mining
4 3 (33.33%) Apache Cassandra
4 3 (33.33%) HBase
4 3 (33.33%) NoSQL
4 3 (33.33%) RDBMS
4 3 (33.33%) Relational Database
4 3 (33.33%) SQL Server
5 1 (11.11%) MongoDB
General
1 1 (11.11%) Finance
Job Titles
1 8 (88.89%) Data Scientist
Libraries, Frameworks & Software Standards
1 3 (33.33%) Natural Language Processing
Miscellaneous
1 1 (11.11%) Algorithms
1 1 (11.11%) Analytical Skills
Processes & Methodologies
1 9 (100.00%) Analytics
2 8 (88.89%) Data Analytics
3 6 (66.67%) Neural Network
4 5 (55.56%) CHAID
4 5 (55.56%) Logistic Regression
4 5 (55.56%) Service Delivery
5 4 (44.44%) Machine Learning
5 4 (44.44%) Mathematics
5 4 (44.44%) Statistics
6 3 (33.33%) Open Source
7 1 (11.11%) Complexity Analysis
7 1 (11.11%) Deep Learning
7 1 (11.11%) Mentoring
7 1 (11.11%) Predictive Analytics
7 1 (11.11%) Presales
Programming Languages
1 6 (66.67%) SQL
2 4 (44.44%) Python
2 4 (44.44%) R
3 3 (33.33%) MATLAB
4 1 (11.11%) Scala
Qualifications
1 1 (11.11%) PhD
Vendors
1 3 (33.33%) Splunk