The table below looks at the statistics for Cluster Analysis skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited Cluster Analysis over the 3 months to 27 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Cluster Analysis
UK / England
Rank 570 582 589
Rank change year-on-year
+12 +7
Contract jobs citing Cluster Analysis 7 7 10
As % of all contract IT jobs located in England 0.017% 0.015% 0.021%
As % of the Processes & Methodologies category 0.020% 0.018% 0.026%
Number of daily rates quoted 5 5 8
Median daily rate £413 £600 £320
Median daily rate % change year-on-year
-31.25% +87.50%
90% offered a daily rate of more than £370 £345 £252
10% offered a daily rate of more than £500 £650 £373
UK excluding London median daily rate £600 £350 -
% change year-on-year
+71.42% -
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
34870 38985 38045
As % of all contract IT jobs located in England 82.97% 82.80% 79.76%
Number of daily rates quoted 23337 25837 24375
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £283
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+1.87% +0.29%
Number of hourly rates quoted 863 1056 1033
Median hourly rate £36.00 £37.50 £27.50
Median hourly rate % change year-on-year
-4.00% +36.36%
90% offered a hourly rate of more than £13.50 £13.00 £12.00
10% offered a hourly rate of more than £53.00 £55.00 £49.50
UK excluding London median hourly rate £36.00 £40.00 £29.00
% change year-on-year
-10.00% +37.93%

Cluster Analysis
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Cluster Analysis as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Cluster Analysis Jobs Demand Trend in England

Cluster Analysis
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Cluster Analysis across the England region.

Cluster Analysis Daily Rate Trend in England

Cluster Analysis
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Cluster Analysis across the England region over the 3 months to 27 February 2017.

Cluster Analysis Daily Rate Histogram in England

Cluster Analysis
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Cluster Analysis within the England region over the 3 months to 27 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +20 5 £456 -29.80% 2
East Midlands - 2 £350 - 1
Cluster Analysis
UK

Cluster Analysis
Top 30 Related IT Skills in England

For the 6 months to 27 February 2017, IT contractor 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 contract ads across the England region with a requirement for Cluster Analysis.

1 9 (69.23%) Python
2 8 (61.54%) R
3 6 (46.15%) Machine Learning
4 5 (38.46%) Analytics
4 5 (38.46%) Apache Spark
4 5 (38.46%) Big Data
4 5 (38.46%) C++
4 5 (38.46%) Mathematics
4 5 (38.46%) Hadoop
5 4 (30.77%) MongoDB
5 4 (30.77%) Data Analysis
5 4 (30.77%) Java
5 4 (30.77%) SQL
5 4 (30.77%) C
5 4 (30.77%) SAS
5 4 (30.77%) Analytical Skills
6 3 (23.08%) Matplotlib
6 3 (23.08%) Regression Analysis
6 3 (23.08%) MapReduce
6 3 (23.08%) Algorithms
6 3 (23.08%) HBase
6 3 (23.08%) Pandas
6 3 (23.08%) Data Mining
6 3 (23.08%) MS Excel
6 3 (23.08%) SPSS
6 3 (23.08%) Text Mining
6 3 (23.08%) Statistical Analysis
6 3 (23.08%) Statistics
6 3 (23.08%) Computer Science
6 3 (23.08%) NumPy

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 5 (38.46%) Apache Spark
2 4 (30.77%) SAS
3 1 (7.69%) Apache
3 1 (7.69%) Apache Pig
3 1 (7.69%) Apache Solr
Applications
1 3 (23.08%) MS Excel
1 3 (23.08%) SPSS
Cloud Services
1 2 (15.38%) Amazon AWS
1 2 (15.38%) Amazon S3
2 1 (7.69%) Google Analytics
Database & Business Intelligence
1 5 (38.46%) Big Data
1 5 (38.46%) Hadoop
2 4 (30.77%) MongoDB
3 3 (23.08%) Apache Hive
3 3 (23.08%) Data Mining
3 3 (23.08%) HBase
3 3 (23.08%) Text Mining
4 2 (15.38%) Apache Cassandra
4 2 (15.38%) NoSQL
4 2 (15.38%) SQL Server
5 1 (7.69%) Mahout
5 1 (7.69%) Oracle Reports
General
1 1 (7.69%) Games
1 1 (7.69%) Legal
1 1 (7.69%) Retail
1 1 (7.69%) Telecoms
Job Titles
1 6 (46.15%) Data Scientist
2 3 (23.08%) Analyst
2 3 (23.08%) Data Analyst
3 2 (15.38%) Statistician
4 1 (7.69%) Big Data Developer
4 1 (7.69%) Big Data Engineer
4 1 (7.69%) Data Engineer
4 1 (7.69%) Developer
4 1 (7.69%) Infrastructure Specialist
4 1 (7.69%) SAS Analyst
4 1 (7.69%) SAS Data Analyst
4 1 (7.69%) SQL Analyst
4 1 (7.69%) SQL Data Analyst
4 1 (7.69%) SQL Server Analyst
4 1 (7.69%) Technical Specialist
Libraries, Frameworks & Software Standards
1 3 (23.08%) Matplotlib
1 3 (23.08%) NumPy
1 3 (23.08%) Pandas
2 1 (7.69%) D3.js
2 1 (7.69%) Lucene
2 1 (7.69%) Middleware
2 1 (7.69%) Natural Language Processing
2 1 (7.69%) Regular Expression
Miscellaneous
1 4 (30.77%) Analytical Skills
2 3 (23.08%) Algorithms
2 3 (23.08%) Computer Science
3 1 (7.69%) Digital Media
3 1 (7.69%) User Experience
Operating Systems
1 2 (15.38%) Linux
Processes & Methodologies
1 6 (46.15%) Machine Learning
2 5 (38.46%) Analytics
2 5 (38.46%) Mathematics
3 4 (30.77%) Data Analysis
4 3 (23.08%) MapReduce
4 3 (23.08%) Open Source
4 3 (23.08%) Regression Analysis
4 3 (23.08%) Statistical Analysis
4 3 (23.08%) Statistics
4 3 (23.08%) Visualisation
5 2 (15.38%) ANOVA
5 2 (15.38%) Complexity Analysis
5 2 (15.38%) Data Extraction
5 2 (15.38%) Factor Analysis
5 2 (15.38%) Logistic Regression
5 2 (15.38%) Predictive Analytics
6 1 (7.69%) Numerical Analysis
6 1 (7.69%) Operations Research
6 1 (7.69%) Physics
6 1 (7.69%) Resource Management
Programming Languages
1 9 (69.23%) Python
2 8 (61.54%) R
3 5 (38.46%) C++
4 4 (30.77%) C
4 4 (30.77%) Java
4 4 (30.77%) SQL
5 2 (15.38%) MATLAB
5 2 (15.38%) Scala
6 1 (7.69%) Ruby
6 1 (7.69%) VB
6 1 (7.69%) VBA
Qualifications
1 2 (15.38%) Degree
1 2 (15.38%) PhD
Vendors
1 2 (15.38%) Microsoft
1 2 (15.38%) Minitab
2 1 (7.69%) Cloudera
2 1 (7.69%) Google
2 1 (7.69%) Oracle
2 1 (7.69%) Tableau
2 1 (7.69%) Teradata
City, London
Talent International
Rate: £550 - £700 per day
Posted: 6 days ago