The table below looks at the statistics for Data Mining skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 21 October 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
21 Oct 2014
Same period 2013 Same period 2012
Data Mining
Rank 266 246 238
Rank change year-on-year
-20 -8
Permanent jobs citing Data Mining 52 79 93
As % of all permanent IT jobs located in the City of London 0.47% 0.65% 0.75%
As % of the Database & Business Intelligence category 1.67% 2.18% 2.70%
Number of salaries quoted 47 74 87
Average salary £57,500 £55,000 £50,000
Average salary % change year-on-year
+4.54% +10.00%
90% offered a salary of more than £44,000 £32,500 £31,700
10% offered a salary of more than £68,800 £61,750 £65,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -
Data Mining
London

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the City of London region.

Database & Business Intelligence Category
City of London
Permanent IT job ads with a match in the
Database & Business Intelligence category
3117 3627 3450
As % of all permanent IT jobs located in the City of London 28.09% 29.78% 27.73%
Number of salaries quoted 2743 3250 3161
Average salary £55,000 £55,000 £52,500
Average salary % change year-on-year
- +4.76%
90% offered a salary of more than £38,500 £37,500 £35,000
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London average salary £40,000 £40,000 £40,000

Data Mining
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the City of London region as a proportion of the total demand within the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in the City of London

Data Mining
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the City of London region.

Data Mining Salary Trend in the City of London

Data Mining
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Mining across the City of London region over the 3 months to 21 October 2014.

Data Mining Salary Histogram in the City of London

Data Mining
Top 30 Related IT Skills in the City of London

For the 6 months to 21 October 2014, IT jobs across the City of London region citing Data Mining 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 Data Mining.

1 107 (59.44%) SQL
2 97 (53.89%) Finance
3 92 (51.11%) Analytics
4 67 (37.22%) Visualisation
4 67 (37.22%) SAS
5 66 (36.67%) Data Analysis
6 63 (35.00%) Python
7 61 (33.89%) Degree
8 59 (32.78%) Analytical Skills
8 59 (32.78%) Algorithms
9 58 (32.22%) Predictive Modelling
9 58 (32.22%) SPSS
10 56 (31.11%) R
11 55 (30.56%) Relational Database
12 51 (28.33%) Big Data
13 48 (26.67%) Java
13 48 (26.67%) Neural Network
14 44 (24.44%) Statistics
15 43 (23.89%) Hadoop
16 42 (23.33%) Mathematics
16 42 (23.33%) Business Intelligence
17 40 (22.22%) C++
18 39 (21.67%) Economics
19 37 (20.56%) Retail
19 37 (20.56%) Data Modelling
19 37 (20.56%) MATLAB
20 35 (19.44%) Oracle
21 34 (18.89%) PhD
21 34 (18.89%) Time Series Analysis
22 33 (18.33%) Applied Mathematics

Data Mining
Top Related IT Skills in the City of London by Category

For the 6 months to 21 October 2014, IT jobs across the City of London region citing Data Mining 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 Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 67 (37.22%) SAS
2 19 (10.56%) Apache Pig
3 6 (3.33%) Apache
3 6 (3.33%) Oracle Workflow
4 5 (2.78%) BizTalk Server
5 4 (2.22%) Oracle Coherence
5 4 (2.22%) nginx
6 3 (1.67%) Apache Solr
6 3 (1.67%) Tomcat
6 3 (1.67%) JBoss
6 3 (1.67%) WebLogic
7 2 (1.11%) SharePoint
7 2 (1.11%) CMS
8 1 (0.56%) Exchange Server 2013
8 1 (0.56%) Sitecore CMS
8 1 (0.56%) SharePoint 2010
8 1 (0.56%) Exchange Server 2010
8 1 (0.56%) SharePoint Server
8 1 (0.56%) MS Exchange
8 1 (0.56%) NetWeaver
Applications
1 58 (32.22%) SPSS
2 31 (17.22%) CPLEX
3 12 (6.67%) MS Excel
4 3 (1.67%) MS Office
5 2 (1.11%) MS PowerPoint
6 1 (0.56%) Weka
Business Applications
1 4 (2.22%) Markit EDM
2 3 (1.67%) Google Analytics
3 2 (1.11%) Oracle EBS
3 2 (1.11%) Dynamics CRM
3 2 (1.11%) HFM
3 2 (1.11%) Hyperion Planning
4 1 (0.56%) SAP BPC
4 1 (0.56%) Cognos TM1
4 1 (0.56%) SAP Oil and Gas
4 1 (0.56%) FRx
4 1 (0.56%) SalesLogix
4 1 (0.56%) Oracle ERP
4 1 (0.56%) SAP CRM
4 1 (0.56%) Pivotal CRM
Cloud Services
1 1 (0.56%) Amazon EMR
1 1 (0.56%) Amazon EC2
1 1 (0.56%) Amazon S3
Communications & Networking
1 4 (2.22%) HTTP
1 4 (2.22%) Network Security
2 3 (1.67%) F5 BIG-IP LTM
2 3 (1.67%) BIG-IP
3 1 (0.56%) Intrusion Detection
3 1 (0.56%) Internet
Database & Business Intelligence
1 55 (30.56%) Relational Database
2 51 (28.33%) Big Data
3 43 (23.89%) Hadoop
4 32 (17.78%) QlikView
5 30 (16.67%) Data Warehouse
6 28 (15.56%) SQL Server Integration Services
6 28 (15.56%) SQL Server
7 26 (14.44%) SQL Server Reporting Services
8 18 (10.00%) SQL Server Analysis Services
9 15 (8.33%) OLAP
10 10 (5.56%) SQL Server 2008
10 10 (5.56%) Oracle Database
11 8 (4.44%) Apache Hive
12 5 (2.78%) MySQL
12 5 (2.78%) BusinessObjects
13 4 (2.22%) Crystal Reports
14 3 (1.67%) Oracle BI EE
14 3 (1.67%) SAP HANA
14 3 (1.67%) Clementine
14 3 (1.67%) Data Mart
Development Applications
1 5 (2.78%) Jenkins
2 4 (2.22%) Git (software)
3 3 (1.67%) Maven
4 2 (1.11%) Subversion
4 2 (1.11%) Talend Open Studio
5 1 (0.56%) Yeoman
5 1 (0.56%) jMock
5 1 (0.56%) DbUnit
5 1 (0.56%) Visual Studio
5 1 (0.56%) JUnit
General
1 97 (53.89%) Finance
2 37 (20.56%) Retail
3 30 (16.67%) Banking
4 22 (12.22%) Marketing
5 14 (7.78%) Investment Banking
6 10 (5.56%) Advertising
7 7 (3.89%) Financial Institution
7 7 (3.89%) Pharmaceutical
8 6 (3.33%) Front Office
9 4 (2.22%) Telecoms
10 3 (1.67%) Publishing
11 2 (1.11%) Back Office
12 1 (0.56%) Games
12 1 (0.56%) Law
12 1 (0.56%) Manufacturing
12 1 (0.56%) Billing
12 1 (0.56%) Electronics
Job Titles
1 48 (26.67%) Analyst
2 46 (25.56%) Data Scientist
3 32 (17.78%) Data Analyst
4 22 (12.22%) Developer
5 15 (8.33%) Architect
6 9 (5.00%) Consultant
7 7 (3.89%) Business Intelligence Manager
7 7 (3.89%) Data Architect
7 7 (3.89%) Business Analyst
8 6 (3.33%) Business Intelligence Developer
9 5 (2.78%) Project Manager
10 4 (2.22%) Senior Consultant
10 4 (2.22%) Senior Analyst
11 3 (1.67%) Business Intelligence Project Manager
11 3 (1.67%) Research Engineer
11 3 (1.67%) Insight Analyst
11 3 (1.67%) Business Manager
11 3 (1.67%) Marketing Analyst
11 3 (1.67%) Process Manager
11 3 (1.67%) Applications Support Analyst
Libraries, Frameworks & Software Standards
1 8 (4.44%) XML
1 8 (4.44%) Natural Language Processing
2 6 (3.33%) HTML
2 6 (3.33%) .NET
2 6 (3.33%) LAMP
3 5 (2.78%) Twitter Bootstrap
3 5 (2.78%) Pandas
3 5 (2.78%) jQuery
3 5 (2.78%) MDX
3 5 (2.78%) CSS
4 4 (2.22%) Sass
5 3 (1.67%) Backbone.js
5 3 (1.67%) LESS
5 3 (1.67%) Apache CXF
5 3 (1.67%) Velocity
5 3 (1.67%) RESTful
5 3 (1.67%) Spring
5 3 (1.67%) Java SE
5 3 (1.67%) SOAP
6 2 (1.11%) Web Services
Miscellaneous
1 67 (37.22%) Visualisation
2 59 (32.78%) Analytical Skills
2 59 (32.78%) Algorithms
3 48 (26.67%) Neural Network
4 44 (24.44%) Statistics
5 42 (23.33%) Mathematics
6 39 (21.67%) Economics
7 33 (18.33%) Applied Mathematics
8 27 (15.00%) Digital Media
9 17 (9.44%) Computer Science
10 11 (6.11%) Informatics
10 11 (6.11%) Physics
10 11 (6.11%) Chemistry
10 11 (6.11%) Psychology
10 11 (6.11%) Artificial Intelligence
11 9 (5.00%) Open Source
12 8 (4.44%) Reference Data
12 8 (4.44%) Credit Risk
13 6 (3.33%) Equities
13 6 (3.33%) Fixed Income
Operating Systems
1 18 (10.00%) Linux
2 9 (5.00%) UNIX
3 3 (1.67%) CentOS
3 3 (1.67%) Red Hat Enterprise Linux
3 3 (1.67%) Ubuntu
4 2 (1.11%) Windows
5 1 (0.56%) Windows Server 2008
Processes & Methodologies
1 92 (51.11%) Analytics
2 66 (36.67%) Data Analysis
3 58 (32.22%) Predictive Modelling
4 42 (23.33%) Business Intelligence
5 37 (20.56%) Data Modelling
6 34 (18.89%) Time Series Analysis
7 31 (17.22%) Logistic Regression
7 31 (17.22%) Cluster Analysis
7 31 (17.22%) Markov Chain
7 31 (17.22%) Factor Analysis
7 31 (17.22%) Structural Equation Modelling
7 31 (17.22%) Bayesian Methods
8 29 (16.11%) Business Analysis
9 27 (15.00%) ETL
9 27 (15.00%) Data Analytics
10 25 (13.89%) Investment Management
11 22 (12.22%) Machine Learning
12 21 (11.67%) Statistical Analysis
13 19 (10.56%) Project Management
14 18 (10.00%) CRM
Programming Languages
1 107 (59.44%) SQL
2 63 (35.00%) Python
3 56 (31.11%) R
4 48 (26.67%) Java
5 40 (22.22%) C++
6 37 (20.56%) MATLAB
7 24 (13.33%) Ruby
8 15 (8.33%) Clojure
9 13 (7.22%) VBA
10 12 (6.67%) C#
11 11 (6.11%) T-SQL
12 9 (5.00%) Data Mining Extensions (DMX)
12 9 (5.00%) Scala
13 8 (4.44%) C
14 7 (3.89%) PHP
15 5 (2.78%) VB
15 5 (2.78%) Perl
16 4 (2.22%) JavaScript
17 3 (1.67%) Bash Shell
17 3 (1.67%) PL/SQL
Qualifications
1 61 (33.89%) Degree
2 34 (18.89%) PhD
3 4 (2.22%) CCNP
3 4 (2.22%) CCNA
3 4 (2.22%) CISSP
3 4 (2.22%) Cisco Certification
3 4 (2.22%) PRINCE2 Certification
4 1 (0.56%) MAPM
4 1 (0.56%) SC Cleared
4 1 (0.56%) Security Cleared
4 1 (0.56%) MCITP
4 1 (0.56%) MBA
4 1 (0.56%) MCDBA
4 1 (0.56%) MCP
4 1 (0.56%) MCSD
4 1 (0.56%) Microsoft Certification
4 1 (0.56%) ISEB
Quality Assurance & Compliance
1 8 (4.44%) QA
2 6 (3.33%) SLA
3 4 (2.22%) ISO/IEC 27001
4 1 (0.56%) ISO 9000
System Software
1 1 (0.56%) Apache Flume
1 1 (0.56%) HDFS
1 1 (0.56%) VirtualBox
1 1 (0.56%) Snort
Systems Management
1 3 (1.67%) Ansible
1 3 (1.67%) Cacti
1 3 (1.67%) Puppet
1 3 (1.67%) Control-M
1 3 (1.67%) Nagios
2 1 (0.56%) Vagrant
2 1 (0.56%) SCCM
2 1 (0.56%) SCOM
Vendors
1 35 (19.44%) Oracle
2 26 (14.44%) Tableau
3 14 (7.78%) Microsoft
3 14 (7.78%) Business Objects
4 8 (4.44%) Cognos
5 7 (3.89%) SAP
6 5 (2.78%) Google
7 4 (2.22%) Hyperion
7 4 (2.22%) Informatica
7 4 (2.22%) MicroStrategy
8 3 (1.67%) F5
8 3 (1.67%) VMware
8 3 (1.67%) Teradata
8 3 (1.67%) BT
8 3 (1.67%) Red Hat
9 2 (1.11%) Endeca
9 2 (1.11%) Talend
10 1 (0.56%) Facebook
10 1 (0.56%) Twitter
10 1 (0.56%) MapR
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 2 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £65000 - £70000 per annum + Benefits Package
Posted: 5 days ago
City, London
Salt
Salary: £50000 - £70000 per annum + Great Package & Bonus
Posted: 5 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £50000 to £60000 per annum - + Bonus + Benefits
Posted: 5 days ago
City, London
Gold Group
Salary: £40000 - £50000 per annum + bonus and benefits
Posted: 5 days ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 5 days ago
City, London
Connectus
Salary: £50000 - £65000 per annum + Bonus + Benefits
Posted: 6 days ago