The table below looks at the statistics for Cluster Analysis skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited Cluster Analysis over the 3 months to 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Cluster Analysis
Rank 916 914 921
Rank change year-on-year
-2 +7
Permanent jobs citing Cluster Analysis 17 45 61
As % of all permanent IT jobs located in the UK 0.017% 0.041% 0.052%
As % of the Processes & Methodologies category 0.020% 0.047% 0.061%
Number of salaries quoted 14 44 55
Median salary £45,000 £40,000 £49,000
Median salary % change year-on-year
+12.50% -18.36%
90% offered a salary of more than £36,300 £31,650 £32,500
10% offered a salary of more than £73,750 £70,000 £80,000
UK excluding London median salary £45,000 £34,780 £35,000
% change year-on-year
+29.38% -0.62%

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
86119 96327 99378
As % of all permanent IT jobs located in the UK 87.81% 87.21% 85.46%
Number of salaries quoted 71888 78728 80195
Median salary £50,000 £50,000 £48,250
Median salary % change year-on-year
- +3.62%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Cluster Analysis
Jobs Demand Trend

The demand trend of job ads citing Cluster Analysis as a proportion of all IT jobs with a match in 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 23 July 2016 within the UK.

Cluster Analysis Salary Histogram in the UK

Cluster Analysis
Top 11 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Cluster Analysis within the UK over the 3 months to 23 July 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +24 17 £45,000 +5.88% 1
London +19 10 £49,000 +22.50% 1
City of London +70 3 £41,750 +24.62%
Bristol - 3 £45,000 -
South West - 3 £45,000 -
South East +22 2 £42,500 -
Yorkshire - 2 - -
Oxford - 2 £42,500 -
Leeds - 2 - -
West Yorkshire - 2 - -
Oxfordshire - 2 £42,500 -

Cluster Analysis
Top 30 Related IT Skills

For the 6 months to 23 July 2016, 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 with a requirement for Cluster Analysis.

1 28 (65.12%) CHAID
1 28 (65.12%) Analytics
2 25 (58.14%) R
3 24 (55.81%) SQL
3 24 (55.81%) Data Mining
4 20 (46.51%) Python
5 18 (41.86%) Hadoop
5 18 (41.86%) Apache Hive
6 17 (39.53%) Analytical Skills
7 15 (34.88%) PhD
7 15 (34.88%) SPSS
7 15 (34.88%) Degree
8 14 (32.56%) Logistic Regression
9 13 (30.23%) Marketing
10 12 (27.91%) MATLAB
10 12 (27.91%) Relational Database
11 11 (25.58%) Linear Regression
11 11 (25.58%) SAS
11 11 (25.58%) Text Mining
12 10 (23.26%) Neural Network
12 10 (23.26%) Visualisation
12 10 (23.26%) Data Visualisation
12 10 (23.26%) Big Data
12 10 (23.26%) Statistical Modelling
13 9 (20.93%) Statistics
13 9 (20.93%) Business Intelligence
14 8 (18.60%) Data Analysis
14 8 (18.60%) Machine Learning
14 8 (18.60%) Apache Spark
15 7 (16.28%) Apache Pig

Cluster Analysis
Top Related IT Skills 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 11 (25.58%) SAS
2 8 (18.60%) Apache Spark
3 7 (16.28%) Apache Pig
4 1 (2.33%) Skype for Business
Applications
1 15 (34.88%) SPSS
2 3 (6.98%) MS Excel
2 3 (6.98%) MS Office
3 1 (2.33%) MS PowerPoint
3 1 (2.33%) Stata
Business Applications
1 3 (6.98%) FastStats
2 1 (2.33%) SAP InfiniteInsight
Cloud Services
1 1 (2.33%) SmartFocus
Database & Business Intelligence
1 24 (55.81%) Data Mining
2 18 (41.86%) Apache Hive
2 18 (41.86%) Hadoop
3 12 (27.91%) Relational Database
4 11 (25.58%) Text Mining
5 10 (23.26%) Big Data
6 5 (11.63%) Impala
6 5 (11.63%) QlikView
6 5 (11.63%) SQL Server
7 3 (6.98%) Apache Cassandra
8 2 (4.65%) HBase
Development Applications
1 2 (4.65%) Git (software)
General
1 13 (30.23%) Marketing
2 5 (11.63%) Finance
3 4 (9.30%) Telecoms
4 3 (6.98%) Advertising
Job Titles
1 21 (48.84%) Analyst
2 17 (39.53%) Data Scientist
3 13 (30.23%) Data Analyst
4 10 (23.26%) SPSS Analyst
5 8 (18.60%) SPSS Data Analyst
6 7 (16.28%) SQL Analyst
7 6 (13.95%) Insight Analyst
7 6 (13.95%) SAS Analyst
8 5 (11.63%) Data Engineer
8 5 (11.63%) SQL Data Analyst
9 4 (9.30%) Excel Analyst
9 4 (9.30%) Marketing Analyst
10 3 (6.98%) SAS Marketing Analyst
10 3 (6.98%) Senior Data Scientist
10 3 (6.98%) SPSS Marketing Analyst
11 2 (4.65%) Algorithm Engineer
11 2 (4.65%) Development Engineer
11 2 (4.65%) Machine Learning Scientist
11 2 (4.65%) Marketing Data Analyst
11 2 (4.65%) SAS Insight Analyst
Libraries, Frameworks & Software Standards
1 5 (11.63%) Apache Camel
1 5 (11.63%) D3.js
1 5 (11.63%) Kafka
1 5 (11.63%) NumPy
1 5 (11.63%) Velocity
Miscellaneous
1 17 (39.53%) Analytical Skills
2 10 (23.26%) Neural Network
2 10 (23.26%) Visualisation
3 9 (20.93%) Statistics
4 7 (16.28%) Mathematics
5 6 (13.95%) Algorithms
6 4 (9.30%) Computer Science
6 4 (9.30%) Digital Media
6 4 (9.30%) Physics
7 2 (4.65%) Biology
7 2 (4.65%) Chemistry
7 2 (4.65%) Economics
7 2 (4.65%) Social Media
Operating Systems
1 2 (4.65%) Linux
Processes & Methodologies
1 28 (65.12%) Analytics
1 28 (65.12%) CHAID
2 14 (32.56%) Logistic Regression
3 11 (25.58%) Linear Regression
4 10 (23.26%) Data Visualisation
4 10 (23.26%) Statistical Modelling
5 9 (20.93%) Business Intelligence
6 8 (18.60%) Data Analysis
6 8 (18.60%) Machine Learning
7 7 (16.28%) Customer Insight
7 7 (16.28%) MapReduce
8 6 (13.95%) Actionable Insight
8 6 (13.95%) Exploratory Data Analysis
8 6 (13.95%) Predictive Modelling
9 5 (11.63%) CRM
9 5 (11.63%) Dashboard Development
10 3 (6.98%) Bayesian Methods
10 3 (6.98%) Direct Marketing
10 3 (6.98%) Factor Analysis
11 2 (4.65%) Probability Theory
Programming Languages
1 25 (58.14%) R
2 24 (55.81%) SQL
3 20 (46.51%) Python
4 12 (27.91%) MATLAB
5 7 (16.28%) Java
6 2 (4.65%) C#
6 2 (4.65%) C++
6 2 (4.65%) Perl
6 2 (4.65%) VB
7 1 (2.33%) T-SQL
Qualifications
1 15 (34.88%) Degree
1 15 (34.88%) PhD
2 1 (2.33%) MBA
System Software
1 5 (11.63%) Apache Flume
1 5 (11.63%) HDFS
Vendors
1 5 (11.63%) Cloudera
1 5 (11.63%) Hortonworks
1 5 (11.63%) MapR
1 5 (11.63%) Tableau
2 2 (4.65%) Microsoft
2 2 (4.65%) Oracle
3 1 (2.33%) Adobe
3 1 (2.33%) Alteryx
3 1 (2.33%) Minitab
London
Careerwise UK Limited
Salary: £40000 - £65000 per annum + package
Posted: 4 days ago