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 average salaries offered in IT jobs that have cited Cluster Analysis over the 3 months to 6 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
6 May 2015
Same period 2014 Same period 2013
Cluster Analysis
Rank 836 871 835
Rank change year-on-year
+35 -36
Permanent jobs citing Cluster Analysis 33 20 31
As % of all permanent IT jobs located in England 0.032% 0.018% 0.030%
As % of the Processes & Methodologies category 0.039% 0.022% 0.038%
Number of salaries quoted 26 18 30
Average salary £41,250 £77,500 £40,000
Average salary % change year-on-year
-46.77% +93.75%
90% offered a salary of more than £31,500 £45,550 £30,500
10% offered a salary of more than £63,750 £87,250 £57,500
UK excluding London average salary £31,500 £37,500 £40,000
% change year-on-year
-16.00% -6.25%
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
85485 90650 82136
As % of all permanent IT jobs located in England 83.28% 82.08% 80.38%
Number of salaries quoted 69947 73853 68353
Average salary £50,000 £47,500 £46,000
Average salary % change year-on-year
+5.26% +3.26%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £71,500 £72,500
UK excluding London average salary £44,000 £42,500 £40,000
% change year-on-year
+3.52% +6.25%

Cluster Analysis
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing Cluster Analysis across the England region as a proportion of the total demand within 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 6 May 2015.

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 average salaries quoted in IT jobs citing Cluster Analysis within the England region over the 3 months to 6 May 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +35 27 £45,000 -44.61% 3
North West - 3 £20,500 - 1
South East - 3 £42,500 - 2
Cluster Analysis
UK

Cluster Analysis
Top 30 Related IT Skills in England

For the 6 months to 6 May 2015, IT jobs across the England region citing Cluster Analysis also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Cluster Analysis.

1 44 (73.33%) SAS
2 43 (71.67%) Analytics
3 41 (68.33%) SPSS
4 38 (63.33%) SQL
5 37 (61.67%) Data Analysis
6 33 (55.00%) Statistics
7 32 (53.33%) Data Modelling
8 30 (50.00%) R
8 30 (50.00%) Analytical Skills
9 29 (48.33%) Mathematics
10 28 (46.67%) Data Mining
11 26 (43.33%) Finance
11 26 (43.33%) Factor Analysis
12 25 (41.67%) Python
13 24 (40.00%) Predictive Modelling
14 23 (38.33%) Degree
15 21 (35.00%) Marketing
16 20 (33.33%) C++
16 20 (33.33%) Java
16 20 (33.33%) Logistic Regression
17 19 (31.67%) Big Data
18 18 (30.00%) Statistical Analysis
18 18 (30.00%) Algorithms
19 16 (26.67%) MS Excel
19 16 (26.67%) MS Office
19 16 (26.67%) Microsoft
19 16 (26.67%) Regression Analysis
20 15 (25.00%) MATLAB
21 14 (23.33%) Customer Engagement
22 13 (21.67%) Linear Regression

Cluster Analysis
Top Related IT Skills in England by Category

For the 6 months to 6 May 2015, IT jobs across the England region citing Cluster Analysis also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Cluster Analysis. Up to 20 skills are shown per category.

Application Platforms
1 44 (73.33%) SAS
2 5 (8.33%) Apache Pig
3 2 (3.33%) Apache Spark
3 2 (3.33%) Lync
Applications
1 41 (68.33%) SPSS
2 16 (26.67%) MS Office
2 16 (26.67%) MS Excel
3 7 (11.67%) CPLEX
4 3 (5.00%) MS PowerPoint
5 2 (3.33%) FastStats
6 1 (1.67%) MS Visio
Cloud Services
1 3 (5.00%) Google Analytics
2 2 (3.33%) SmartFocus
2 2 (3.33%) Adobe Analytics
Database & Business Intelligence
1 28 (46.67%) Data Mining
2 19 (31.67%) Big Data
3 11 (18.33%) Relational Database
4 10 (16.67%) Hadoop
5 5 (8.33%) NoSQL
6 4 (6.67%) Base SAS
6 4 (6.67%) SAS Enterprise Miner
6 4 (6.67%) Data Warehouse
7 2 (3.33%) SQL Server
7 2 (3.33%) HBase
8 1 (1.67%) Oracle BI EE
8 1 (1.67%) Spotfire
8 1 (1.67%) QlikView
General
1 26 (43.33%) Finance
2 21 (35.00%) Marketing
3 6 (10.00%) Retail
4 2 (3.33%) Aerospace
4 2 (3.33%) Automotive
4 2 (3.33%) Manufacturing
5 1 (1.67%) Advertising
5 1 (1.67%) Banking
Job Titles
1 27 (45.00%) Analyst
2 26 (43.33%) Data Scientist
3 10 (16.67%) Insight Analyst
4 6 (10.00%) Senior Analyst
5 5 (8.33%) Senior Insight Analyst
6 3 (5.00%) Data Analyst
6 3 (5.00%) Enterprise Architect
6 3 (5.00%) Data Architect
6 3 (5.00%) Architect
6 3 (5.00%) Enterprise Data Architect
7 2 (3.33%) Customer Analyst
8 1 (1.67%) Graduate Business Analyst
8 1 (1.67%) Customer Insight Analyst
8 1 (1.67%) Senior Data Analyst
8 1 (1.67%) Solutions Consultant
8 1 (1.67%) Business Analyst
8 1 (1.67%) Consultant
8 1 (1.67%) Graduate
8 1 (1.67%) Statistician
8 1 (1.67%) SAS Customer Insight Analyst
Libraries, Frameworks & Software Standards
1 2 (3.33%) Natural Language Processing
Miscellaneous
1 33 (55.00%) Statistics
2 30 (50.00%) Analytical Skills
3 29 (48.33%) Mathematics
4 18 (30.00%) Algorithms
5 12 (20.00%) Computer Science
6 10 (16.67%) Applied Mathematics
6 10 (16.67%) Neural Network
6 10 (16.67%) Economics
7 9 (15.00%) Visualisation
8 7 (11.67%) Social Media
9 6 (10.00%) Social Network
10 5 (8.33%) Digital Media
10 5 (8.33%) Informatics
10 5 (8.33%) Physics
10 5 (8.33%) Chemistry
10 5 (8.33%) Psychology
10 5 (8.33%) Artificial Intelligence
11 3 (5.00%) Data Extraction
11 3 (5.00%) Data Integration
12 1 (1.67%) Credit Risk
Processes & Methodologies
1 43 (71.67%) Analytics
2 37 (61.67%) Data Analysis
3 32 (53.33%) Data Modelling
4 26 (43.33%) Factor Analysis
5 24 (40.00%) Predictive Modelling
6 20 (33.33%) Logistic Regression
7 18 (30.00%) Statistical Analysis
8 16 (26.67%) Regression Analysis
9 14 (23.33%) Customer Engagement
10 13 (21.67%) Linear Regression
11 11 (18.33%) CHAID
12 10 (16.67%) Business Analysis
12 10 (16.67%) Database Theory
12 10 (16.67%) Relational Database Theory
12 10 (16.67%) Bayesian Methods
13 9 (15.00%) Machine Learning
13 9 (15.00%) Statistical Modelling
14 8 (13.33%) OOP
14 8 (13.33%) OO
15 7 (11.67%) Time Series Analysis
Programming Languages
1 38 (63.33%) SQL
2 30 (50.00%) R
3 25 (41.67%) Python
4 20 (33.33%) C++
4 20 (33.33%) Java
5 15 (25.00%) MATLAB
6 11 (18.33%) C#
7 5 (8.33%) Ruby
7 5 (8.33%) Clojure
8 3 (5.00%) VBA
8 3 (5.00%) F#
8 3 (5.00%) C
9 2 (3.33%) T-SQL
Qualifications
1 23 (38.33%) Degree
2 11 (18.33%) PhD
3 1 (1.67%) Postgraduate
Quality Assurance & Compliance
1 1 (1.67%) QA
Vendors
1 16 (26.67%) Microsoft
2 6 (10.00%) Alteryx
3 3 (5.00%) Google
4 2 (3.33%) Coremetrics
4 2 (3.33%) Tableau
4 2 (3.33%) Adobe
4 2 (3.33%) Minitab
4 2 (3.33%) Omniture
4 2 (3.33%) IBM
5 1 (1.67%) Oracle
5 1 (1.67%) Business Objects
London
Parallel Consulting
Posted: 13 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: Yesterday
Crawley
Progressive Recruitment
Salary: £25000 - £32000 per annum + competitive
Posted: 4 days ago
Warrington, Cheshire
Adria Solutions Ltd
Salary: £18000 - £26000 per annum + Benefits
Posted: 4 days ago
London
Parallel Consulting
Salary: £37000 - £43000 per annum
Posted: 6 days ago
Crawley
Progressive Recruitment
Salary: £40000 - £45000 per annum + competitive
Posted: 7 days ago
West Yorkshire
Churchill Frank
Salary: £40000 - £41000 per annum + Bonus
Posted: 24 days ago