The first table below looks at the demand for Cluster Analysis skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Cluster Analysis over the 3 months to 31 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Processes & Methodologies category.

Location
3 months to
31 Jul 2014
Same period 2013 Same period 2012
Cluster Analysis
Rank 851 841 880
Rank change year-on-year
-10 +39
Permanent jobs citing Cluster Analysis 60 34 24
As % of all permanent IT jobs located in the UK 0.051% 0.031% 0.020%
As % of the Processes & Methodologies category 0.064% 0.040% 0.026%
Number of salaries quoted 53 33 23
Average salary £52,500 £45,000 £45,000
Average salary % change year-on-year
+16.66% -
90% offered a salary of more than £32,500 £35,500 £28,000
10% offered a salary of more than £80,000 £65,000 £50,000
UK excluding London average salary £35,000 £40,000 £30,750
% change year-on-year
-12.50% +30.08%
Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
94009 85540 91016
As % of all permanent IT jobs located in the UK 80.38% 78.78% 77.51%
Number of salaries quoted 75646 69804 77415
Average salary £47,500 £46,500 £46,250
Average salary % change year-on-year
+2.15% +0.54%
90% offered a salary of more than £31,000 £30,000 £30,000
10% offered a salary of more than £72,500 £75,000 £72,500
UK excluding London average salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

Cluster Analysis
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Cluster Analysis within the UK as a proportion of the total demand within the Processes & Methodologies category.

Cluster Analysis Jobs Demand Trend in the UK

Cluster Analysis
Salary Trend

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

Cluster Analysis Salary Trend in the UK

Cluster Analysis
Salary Histogram

This chart provides a salary histogram for IT jobs citing Cluster Analysis over the 3 months to 31 July 2014 within the UK.

Cluster Analysis Salary Histogram in the UK

Cluster Analysis
Top 5 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Cluster Analysis within the UK over the 3 months to 31 July 2014. 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
England -13 60 £52,500 +16.66% 6
London -11 56 £70,000 +55.55% 6
City of London +20 34 £80,000 +23.07% 5
Yorkshire -27 4 £35,000 -12.50%
West Yorkshire -39 4 £35,000 -12.50%

Cluster Analysis
Top 30 Related IT Skills

For the 6 months to 31 July 2014, IT jobs within the UK 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 76 (95.00%) SAS
2 73 (91.25%) Analytics
3 67 (83.75%) Degree
4 65 (81.25%) Mathematics
5 64 (80.00%) R
6 61 (76.25%) SPSS
7 55 (68.75%) Logistic Regression
8 54 (67.50%) Predictive Modelling
9 50 (62.50%) Statistics
10 48 (60.00%) SQL
11 46 (57.50%) MATLAB
12 42 (52.50%) Finance
13 41 (51.25%) Python
13 41 (51.25%) Neural Network
13 41 (51.25%) Visualisation
14 37 (46.25%) Retail
14 37 (46.25%) C++
14 37 (46.25%) PhD
14 37 (46.25%) Data Mining
15 36 (45.00%) Economics
15 36 (45.00%) Hadoop
16 34 (42.50%) Data Analysis
16 34 (42.50%) Marketing
17 33 (41.25%) CPLEX
17 33 (41.25%) Big Data
17 33 (41.25%) Applied Mathematics
18 31 (38.75%) Data Modelling
19 29 (36.25%) Business Analysis
19 29 (36.25%) Digital Media
19 29 (36.25%) Relational Database

Cluster Analysis
Top Related IT Skills by Category

For the 6 months to 31 July 2014, IT jobs within the UK 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 76 (95.00%) SAS
2 10 (12.50%) Apache Pig
Applications
1 61 (76.25%) SPSS
2 33 (41.25%) CPLEX
3 16 (20.00%) MS PowerPoint
4 15 (18.75%) MS Excel
5 7 (8.75%) MS Office
6 2 (2.50%) Spreadsheet
6 2 (2.50%) MS Visio
7 1 (1.25%) Stata
Business Applications
1 8 (10.00%) Google Analytics
Communications & Networking
1 1 (1.25%) Broadband
Database & Business Intelligence
1 37 (46.25%) Data Mining
2 36 (45.00%) Hadoop
3 33 (41.25%) Big Data
4 29 (36.25%) Relational Database
5 7 (8.75%) Base SAS
6 5 (6.25%) SAS Enterprise Miner
7 4 (5.00%) Apache Hive
7 4 (5.00%) Data Warehouse
8 3 (3.75%) RapidMiner
8 3 (3.75%) SAS Enterprise Guide
General
1 42 (52.50%) Finance
2 37 (46.25%) Retail
3 34 (42.50%) Marketing
4 8 (10.00%) Telecoms
5 4 (5.00%) Banking
6 1 (1.25%) Pharmaceutical
Job Titles
1 33 (41.25%) Data Scientist
2 30 (37.50%) Analyst
3 16 (20.00%) Senior Analyst
4 15 (18.75%) Consultant
5 9 (11.25%) Data Analyst
5 9 (11.25%) Statistician
6 8 (10.00%) Insight Analyst
7 7 (8.75%) Senior Insight Analyst
8 4 (5.00%) Senior Credit Risk Analyst
8 4 (5.00%) Senior Risk Analyst
8 4 (5.00%) Senior SAS Analyst
8 4 (5.00%) Credit Analyst
8 4 (5.00%) SAS Analyst
8 4 (5.00%) Risk Analyst
8 4 (5.00%) Credit Risk Analyst
9 3 (3.75%) Senior Consultant
9 3 (3.75%) Marketing Analyst
9 3 (3.75%) Quantitative Analyst
10 2 (2.50%) Senior Marketing Analyst
11 1 (1.25%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 8 (10.00%) Natural Language Processing
2 4 (5.00%) MapReduce
Miscellaneous
1 65 (81.25%) Mathematics
2 50 (62.50%) Statistics
3 41 (51.25%) Neural Network
3 41 (51.25%) Visualisation
4 36 (45.00%) Economics
5 33 (41.25%) Applied Mathematics
6 29 (36.25%) Digital Media
7 8 (10.00%) Physics
8 6 (7.50%) Informatics
8 6 (7.50%) Artificial Intelligence
8 6 (7.50%) Chemistry
8 6 (7.50%) Psychology
8 6 (7.50%) Computer Science
9 4 (5.00%) Credit Risk
10 3 (3.75%) Social Media
10 3 (3.75%) Data Integration
11 2 (2.50%) GIS
12 1 (1.25%) Hedge funds
Processes & Methodologies
1 73 (91.25%) Analytics
2 55 (68.75%) Logistic Regression
3 54 (67.50%) Predictive Modelling
4 34 (42.50%) Data Analysis
5 31 (38.75%) Data Modelling
6 29 (36.25%) Business Analysis
7 20 (25.00%) Digital Marketing
7 20 (25.00%) Statistical Analysis
8 18 (22.50%) CHAID
9 15 (18.75%) Data Management
10 14 (17.50%) Multivariate Analysis
10 14 (17.50%) Marketing Analytics
11 12 (15.00%) E-Commerce
11 12 (15.00%) Web Analytics
11 12 (15.00%) Statistical Modelling
11 12 (15.00%) Marketing Strategy
11 12 (15.00%) Customer Segmentation
11 12 (15.00%) Market Research
12 7 (8.75%) Operations Research
12 7 (8.75%) Econometrics
Programming Languages
1 64 (80.00%) R
2 48 (60.00%) SQL
3 46 (57.50%) MATLAB
4 41 (51.25%) Python
5 37 (46.25%) C++
6 14 (17.50%) Java
7 10 (12.50%) Clojure
7 10 (12.50%) Ruby
8 4 (5.00%) VBA
9 2 (2.50%) VB
Qualifications
1 67 (83.75%) Degree
2 37 (46.25%) PhD
3 3 (3.75%) Postgraduate
Quality Assurance & Compliance
1 4 (5.00%) Basel II
Vendors
1 13 (16.25%) Microsoft
2 8 (10.00%) Google
City, London
Experis Ltd
Salary: £30000.00 per annum + Pension + bonus
Posted: Yesterday
City, London
Experis Ltd
Salary: £50000.00 per annum + Pension + bonus
Posted: Yesterday
City, London
Experis Ltd
Salary: £60000 per annum + pension, bonus
Posted: 2 days ago
City of London
Progressive Recruitment
Salary: competitive
Posted: 6 days ago
City of London
Progressive Recruitment
Salary: competitive
Posted: 23 days ago