The table below looks at the statistics 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 29 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Aug 2014
Same period 2013 Same period 2012
Cluster Analysis
Rank 852 843 865
Rank change year-on-year
-9 +22
Permanent jobs citing Cluster Analysis 47 30 24
As % of all permanent IT jobs located in the UK 0.040% 0.028% 0.021%
As % of the Processes & Methodologies category 0.050% 0.035% 0.026%
Number of salaries quoted 39 28 23
Average salary £49,000 £45,000 £40,000
Average salary % change year-on-year
+8.88% +12.50%
90% offered a salary of more than £32,500 £34,700 £28,000
10% offered a salary of more than £80,000 £65,000 £59,500
UK excluding London average salary £29,000 £40,000 £28,750
% change year-on-year
-27.50% +39.13%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
93904 84659 90979
As % of all permanent IT jobs located in the UK 80.68% 79.59% 77.87%
Number of salaries quoted 74903 69182 77129
Average salary £47,500 £47,500 £46,500
Average salary % change year-on-year
- +2.15%
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £72,500 £72,500 £72,500
UK excluding London average salary £42,500 £41,000 £40,000
% change year-on-year
+3.65% +2.50%

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 29 August 2014 within the UK.

Cluster Analysis Salary Histogram in the UK

Cluster Analysis
Top 8 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 29 August 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 -19 45 £49,000 +8.88% 2
London +12 39 £70,000 +55.55% 1
City of London +14 25 £80,000 +23.07% 1
West Yorkshire -35 3 £35,000 -12.50%
Yorkshire -42 3 £35,000 -12.50%
Warrington - 3 £22,500 - 1
Cheshire - 3 £22,500 - 1
North West - 3 £22,500 - 1

Cluster Analysis
Top 30 Related IT Skills

For the 6 months to 29 August 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 75 (94.94%) SAS
2 71 (89.87%) Analytics
3 66 (83.54%) Degree
4 61 (77.22%) Mathematics
5 57 (72.15%) R
5 57 (72.15%) SPSS
6 52 (65.82%) Predictive Modelling
7 51 (64.56%) Logistic Regression
8 48 (60.76%) Statistics
9 46 (58.23%) SQL
10 41 (51.90%) MATLAB
10 41 (51.90%) Factor Analysis
11 37 (46.84%) Marketing
12 36 (45.57%) Finance
12 36 (45.57%) Neural Network
12 36 (45.57%) Python
12 36 (45.57%) Visualisation
13 32 (40.51%) PhD
13 32 (40.51%) Data Mining
13 32 (40.51%) C++
13 32 (40.51%) Data Analysis
14 31 (39.24%) Retail
15 30 (37.97%) Time Series Analysis
16 29 (36.71%) Structural Equation Modelling
16 29 (36.71%) Hadoop
16 29 (36.71%) Economics
17 28 (35.44%) CPLEX
17 28 (35.44%) Applied Mathematics
17 28 (35.44%) Markov Chain
17 28 (35.44%) Bayesian Methods

Cluster Analysis
Top Related IT Skills by Category

For the 6 months to 29 August 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 75 (94.94%) SAS
2 11 (13.92%) Apache Pig
3 3 (3.80%) Lync
Applications
1 57 (72.15%) SPSS
2 28 (35.44%) CPLEX
3 19 (24.05%) MS PowerPoint
4 18 (22.78%) MS Excel
5 10 (12.66%) MS Office
6 3 (3.80%) FastStats
7 2 (2.53%) Spreadsheet
7 2 (2.53%) MS Visio
8 1 (1.27%) Stata
Business Applications
1 8 (10.13%) Google Analytics
Communications & Networking
1 1 (1.27%) Broadband
Database & Business Intelligence
1 32 (40.51%) Data Mining
2 29 (36.71%) Hadoop
3 28 (35.44%) Big Data
4 24 (30.38%) Relational Database
5 10 (12.66%) Base SAS
6 5 (6.33%) SAS Enterprise Miner
7 4 (5.06%) Data Warehouse
7 4 (5.06%) Apache Hive
8 3 (3.80%) SQL Server
9 1 (1.27%) SAS Enterprise Guide
General
1 37 (46.84%) Marketing
2 36 (45.57%) Finance
3 31 (39.24%) Retail
4 6 (7.59%) Telecoms
5 4 (5.06%) Banking
6 1 (1.27%) Pharmaceutical
Job Titles
1 34 (43.04%) Analyst
2 28 (35.44%) Data Scientist
3 17 (21.52%) Senior Analyst
4 15 (18.99%) Consultant
5 11 (13.92%) Insight Analyst
6 9 (11.39%) Statistician
6 9 (11.39%) Data Analyst
7 7 (8.86%) Senior Insight Analyst
8 5 (6.33%) Credit Risk Analyst
8 5 (6.33%) SAS Analyst
8 5 (6.33%) Risk Analyst
8 5 (6.33%) Senior Risk Analyst
8 5 (6.33%) Senior SAS Analyst
8 5 (6.33%) Credit Analyst
8 5 (6.33%) Senior Credit Risk Analyst
9 3 (3.80%) Quantitative Analyst
9 3 (3.80%) Business Analyst
9 3 (3.80%) Marketing Analyst
10 2 (2.53%) Senior Marketing Analyst
10 2 (2.53%) Senior Consultant
Libraries, Frameworks & Software Standards
1 8 (10.13%) Natural Language Processing
Miscellaneous
1 61 (77.22%) Mathematics
2 48 (60.76%) Statistics
3 36 (45.57%) Visualisation
3 36 (45.57%) Neural Network
4 29 (36.71%) Economics
5 28 (35.44%) Applied Mathematics
6 24 (30.38%) Digital Media
7 9 (11.39%) Physics
8 7 (8.86%) Chemistry
8 7 (8.86%) Psychology
8 7 (8.86%) Computer Science
8 7 (8.86%) Artificial Intelligence
8 7 (8.86%) Informatics
9 5 (6.33%) Credit Risk
10 3 (3.80%) Social Media
11 2 (2.53%) GIS
12 1 (1.27%) Hedge funds
12 1 (1.27%) Data Integration
Processes & Methodologies
1 71 (89.87%) Analytics
2 52 (65.82%) Predictive Modelling
3 51 (64.56%) Logistic Regression
4 41 (51.90%) Factor Analysis
5 32 (40.51%) Data Analysis
6 30 (37.97%) Time Series Analysis
7 29 (36.71%) Structural Equation Modelling
8 28 (35.44%) Markov Chain
8 28 (35.44%) Bayesian Methods
9 26 (32.91%) Data Modelling
10 24 (30.38%) Business Analysis
10 24 (30.38%) Statistical Analysis
11 22 (27.85%) CHAID
12 20 (25.32%) Digital Marketing
13 14 (17.72%) Multivariate Analysis
13 14 (17.72%) Statistical Modelling
13 14 (17.72%) Marketing Analytics
14 13 (16.46%) Data Management
15 12 (15.19%) E-Commerce
15 12 (15.19%) Web Analytics
Programming Languages
1 57 (72.15%) R
2 46 (58.23%) SQL
3 41 (51.90%) MATLAB
4 36 (45.57%) Python
5 32 (40.51%) C++
6 15 (18.99%) Java
7 11 (13.92%) Ruby
7 11 (13.92%) Clojure
8 4 (5.06%) VBA
9 3 (3.80%) T-SQL
10 2 (2.53%) VB
Qualifications
1 66 (83.54%) Degree
2 32 (40.51%) PhD
3 3 (3.80%) Postgraduate
Quality Assurance & Compliance
1 5 (6.33%) Basel II
Vendors
1 16 (20.25%) Microsoft
2 8 (10.13%) Google
3 3 (3.80%) SmartFocus
3 3 (3.80%) Minitab
4 1 (1.27%) RapidMiner
Warrington, Cheshire
Adria Solutions Ltd
Salary: £20000 - £26000 per annum + Benefits
Posted: 3 days ago
City Of London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum, Benefits: Benefits & Bonus
Posted: 21 days ago