The table below looks at the statistics for Data Mining skills in IT jobs advertised for the 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 343 346 288
Rank change year-on-year
+3 -58
Permanent jobs citing Data Mining 340 312 451
As % of all permanent IT jobs located in London 0.75% 0.69% 0.92%
As % of the Database & Business Intelligence category 2.51% 2.25% 3.15%
Number of salaries quoted 287 287 399
Average salary £55,000 £52,500 £52,500
Average salary % change year-on-year
+4.76% -
90% offered a salary of more than £40,000 £37,500 £35,000
10% offered a salary of more than £80,000 £70,000 £75,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -
Data Mining
England

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 London region.

Database & Business Intelligence Category
London
Permanent IT job ads with a match in the
Database & Business Intelligence category
13541 13846 14311
As % of all permanent IT jobs located in London 29.91% 30.57% 29.34%
Number of salaries quoted 11793 12082 12559
Average salary £55,000 £55,000 £50,000
Average salary % change year-on-year
- +10.00%
90% offered a salary of more than £37,500 £37,500 £35,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London average salary £40,000 £40,000 £40,000

Data Mining
Jobs Demand Trend in London

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

Data Mining Jobs Demand Trend in London

Data Mining
Salary Trend in London

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

Data Mining Salary Trend in London

Data Mining
Salary Histogram in London

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

Data Mining Salary Histogram in London

Data Mining
Job Locations in London

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Mining within the London region over the 3 months to 21 October 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
City of London -20 52 £57,500 +4.54% 13
Bromley +1 6 £38,500 +28.33%
Canary Wharf +32 5 £65,000 +18.18%
Paddington - 3 - -
Westminster - 2 £45,000 -
Kingston Upon Thames -10 1 - -
Northwood - 1 £38,500 -
Surbiton - 1 £31,500 -
Feltham - 1 £45,000 -
Hammersmith - 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 21 October 2014, IT jobs across the 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.

1 431 (56.05%) SQL
2 280 (36.41%) Analytics
3 249 (32.38%) Finance
4 248 (32.25%) Analytical Skills
5 203 (26.40%) Business Intelligence
6 195 (25.36%) Degree
7 184 (23.93%) Data Analysis
8 183 (23.80%) Java
9 178 (23.15%) Big Data
10 174 (22.63%) SQL Server
11 165 (21.46%) Data Warehouse
12 159 (20.68%) SAS
13 151 (19.64%) Python
14 142 (18.47%) MS Excel
15 134 (17.43%) ETL
16 133 (17.30%) Hadoop
17 128 (16.64%) Oracle
18 126 (16.38%) Statistics
19 118 (15.34%) R
20 116 (15.08%) Algorithms
21 115 (14.95%) Relational Database
21 115 (14.95%) Visualisation
22 114 (14.82%) Mathematics
23 113 (14.69%) Computer Science
24 107 (13.91%) CRM
25 106 (13.78%) Microsoft
25 106 (13.78%) SPSS
25 106 (13.78%) Banking
26 104 (13.52%) Retail
27 95 (12.35%) SQL Server Integration Services

Data Mining
Top Related IT Skills in London by Category

For the 6 months to 21 October 2014, IT jobs across the 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
1 159 (20.68%) SAS
2 51 (6.63%) Apache Pig
3 21 (2.73%) Apache Solr
4 17 (2.21%) Tomcat
5 12 (1.56%) SharePoint
6 8 (1.04%) Apache
7 7 (0.91%) TIBCO EMS
7 7 (0.91%) WebLogic
7 7 (0.91%) JBoss
7 7 (0.91%) Oracle Workflow
8 6 (0.78%) WebSphere
8 6 (0.78%) Apache Spark
9 5 (0.65%) Node.js
9 5 (0.65%) nginx
9 5 (0.65%) BizTalk Server
10 4 (0.52%) MS Exchange
10 4 (0.52%) Oracle Coherence
10 4 (0.52%) Exchange Server 2013
10 4 (0.52%) Exchange Server 2010
11 3 (0.39%) CMS
Applications
1 142 (18.47%) MS Excel
2 106 (13.78%) SPSS
3 35 (4.55%) Spreadsheet
4 31 (4.03%) CPLEX
5 25 (3.25%) MS Office
6 22 (2.86%) MS PowerPoint
7 9 (1.17%) MS Visio
8 5 (0.65%) Stata
9 4 (0.52%) FastStats
10 3 (0.39%) PowerPivot
10 3 (0.39%) Adobe Illustrator
10 3 (0.39%) Photoshop
11 2 (0.26%) MS Project
11 2 (0.26%) Mathematica
12 1 (0.13%) Mingle
12 1 (0.13%) Weka
12 1 (0.13%) S-PLUS
Business Applications
1 13 (1.69%) Google Analytics
2 10 (1.30%) Markit EDM
3 6 (0.78%) SAP Business One
4 3 (0.39%) Dynamics CRM
5 2 (0.26%) WebTrends
5 2 (0.26%) SAP CRM
5 2 (0.26%) Oracle EBS
5 2 (0.26%) HFM
5 2 (0.26%) Pivotal CRM
5 2 (0.26%) Dynamics NAV
5 2 (0.26%) SalesLogix
5 2 (0.26%) Hyperion Planning
5 2 (0.26%) Remedy ITSM
6 1 (0.13%) SAP BPC
6 1 (0.13%) SiteCatalyst
6 1 (0.13%) Temenos T24
6 1 (0.13%) Magento
6 1 (0.13%) FRx
6 1 (0.13%) SAP Oil and Gas
6 1 (0.13%) FLEXCUBE
Cloud Services
1 48 (6.24%) SaaS
2 20 (2.60%) Cloud Computing
3 3 (0.39%) Amazon EC2
3 3 (0.39%) Amazon S3
3 3 (0.39%) Amazon AWS
3 3 (0.39%) Trello
3 3 (0.39%) Amazon EMR
4 2 (0.26%) Microsoft Azure
Communications & Networking
1 8 (1.04%) HTTP
2 7 (0.91%) Internet
3 5 (0.65%) Network Security
4 4 (0.52%) Wireless
4 4 (0.52%) AMQP
5 3 (0.39%) Cisco PIX
5 3 (0.39%) Cisco IOS
5 3 (0.39%) Cisco ASA
5 3 (0.39%) F5 BIG-IP LTM
5 3 (0.39%) NetScaler
5 3 (0.39%) Cisco Nexus
5 3 (0.39%) BIG-IP
5 3 (0.39%) LAN
5 3 (0.39%) WAN
5 3 (0.39%) VPN
5 3 (0.39%) Firewall
5 3 (0.39%) MPLS
6 2 (0.26%) Intranet
7 1 (0.13%) Intrusion Detection
Database & Business Intelligence
1 178 (23.15%) Big Data
2 174 (22.63%) SQL Server
3 165 (21.46%) Data Warehouse
4 133 (17.30%) Hadoop
5 115 (14.95%) Relational Database
6 95 (12.35%) SQL Server Integration Services
7 74 (9.62%) MySQL
8 73 (9.49%) SQL Server Reporting Services
9 68 (8.84%) QlikView
10 60 (7.80%) SQL Server Analysis Services
11 46 (5.98%) Apache Hive
12 36 (4.68%) OLAP
13 35 (4.55%) MongoDB
14 29 (3.77%) VLDB
15 28 (3.64%) SQL Server 2008
16 23 (2.99%) SQL Server 2012
16 23 (2.99%) Oracle Database
17 20 (2.60%) Text Mining
18 19 (2.47%) NoSQL
18 19 (2.47%) DB2
Development Applications
1 37 (4.81%) Subversion
2 34 (4.42%) Eclipse
3 22 (2.86%) NetBeans
4 11 (1.43%) JUnit
5 9 (1.17%) Git (software)
6 8 (1.04%) Team Foundation Server
7 7 (0.91%) Jenkins
7 7 (0.91%) ClearCase
8 6 (0.78%) ProC
8 6 (0.78%) SQL Server Management Studio (SSMS)
8 6 (0.78%) Talend Open Studio
9 5 (0.65%) JIRA
9 5 (0.65%) Maven
9 5 (0.65%) Oracle Forms
10 4 (0.52%) Serena SBM
11 3 (0.39%) Hudson
11 3 (0.39%) Selenium
11 3 (0.39%) Yeoman
11 3 (0.39%) Visual Studio
12 2 (0.26%) Ant
General
1 249 (32.38%) Finance
2 106 (13.78%) Banking
3 104 (13.52%) Retail
4 91 (11.83%) Marketing
5 55 (7.15%) Investment Banking
6 40 (5.20%) Front Office
7 27 (3.51%) Advertising
8 20 (2.60%) Telecoms
9 15 (1.95%) Manufacturing
10 13 (1.69%) Financial Institution
10 13 (1.69%) Publishing
10 13 (1.69%) Games
11 9 (1.17%) Pharmaceutical
12 8 (1.04%) Back Office
13 7 (0.91%) French Language
13 7 (0.91%) Legal
14 5 (0.65%) Law
15 3 (0.39%) German Language
15 3 (0.39%) Billing
16 2 (0.26%) International Banking
Job Titles
1 234 (30.43%) Analyst
2 149 (19.38%) Developer
3 113 (14.69%) Data Scientist
4 91 (11.83%) Data Analyst
5 76 (9.88%) Business Analyst
6 49 (6.37%) Consultant
7 45 (5.85%) Architect
8 31 (4.03%) Business Intelligence Developer
9 25 (3.25%) Support Analyst
10 24 (3.12%) Senior Analyst
11 22 (2.86%) Pre Sales Engineer
12 21 (2.73%) Data Warehouse Developer
12 21 (2.73%) Senior Developer
13 20 (2.60%) Applications Support
14 19 (2.47%) DBA
14 19 (2.47%) Software Engineer
14 19 (2.47%) Technical Architect
15 16 (2.08%) Technical Analyst
16 15 (1.95%) SQL Developer
16 15 (1.95%) Project Manager
Libraries, Frameworks & Software Standards
1 80 (10.40%) XML
2 61 (7.93%) .NET
3 36 (4.68%) JSP
4 32 (4.16%) Servlets
4 32 (4.16%) jQuery
5 28 (3.64%) HTML
6 27 (3.51%) SOAP
7 26 (3.38%) REST
8 23 (2.99%) Spring
9 17 (2.21%) Natural Language Processing
10 16 (2.08%) ASP.NET
10 16 (2.08%) MDX
10 16 (2.08%) Lucene
11 15 (1.95%) Web Services
12 13 (1.69%) LAMP
13 12 (1.56%) Pandas
13 12 (1.56%) Django
13 12 (1.56%) HTML5
14 10 (1.30%) CSS
15 9 (1.17%) Twitter Bootstrap
Miscellaneous
1 248 (32.25%) Analytical Skills
2 126 (16.38%) Statistics
3 116 (15.08%) Algorithms
4 115 (14.95%) Visualisation
5 114 (14.82%) Mathematics
6 113 (14.69%) Computer Science
7 59 (7.67%) Neural Network
8 55 (7.15%) Economics
9 48 (6.24%) Management Information System
10 33 (4.29%) Applied Mathematics
11 31 (4.03%) Digital Media
12 30 (3.90%) Artificial Intelligence
13 26 (3.38%) Data Structures
14 21 (2.73%) Derivative
15 20 (2.60%) User Experience
16 19 (2.47%) Open Source
16 19 (2.47%) Foreign Exchange (FX)
17 16 (2.08%) Reference Data
18 15 (1.95%) Informatics
19 14 (1.82%) Physics
Operating Systems
1 55 (7.15%) Linux
2 44 (5.72%) UNIX
3 43 (5.59%) Windows
4 8 (1.04%) Windows Server 2008
5 4 (0.52%) Windows Server 2003
6 3 (0.39%) Apple iOS
6 3 (0.39%) Android
6 3 (0.39%) CentOS
6 3 (0.39%) Red Hat Enterprise Linux
6 3 (0.39%) Ubuntu
Processes & Methodologies
1 280 (36.41%) Analytics
2 203 (26.40%) Business Intelligence
3 184 (23.93%) Data Analysis
4 134 (17.43%) ETL
5 107 (13.91%) CRM
6 91 (11.83%) Predictive Modelling
7 82 (10.66%) Agile Software Development
8 80 (10.40%) Data Modelling
9 69 (8.97%) Project Management
10 68 (8.84%) Machine Learning
11 67 (8.71%) Business Analysis
12 61 (7.93%) ITIL
13 53 (6.89%) OO
14 51 (6.63%) Software Engineering
15 50 (6.50%) Statistical Analysis
16 48 (6.24%) Service Management
17 47 (6.11%) Data Management
18 45 (5.85%) Bayesian Methods
18 45 (5.85%) E-Commerce
19 41 (5.33%) MapReduce
Programming Languages
1 431 (56.05%) SQL
2 183 (23.80%) Java
3 151 (19.64%) Python
4 118 (15.34%) R
5 77 (10.01%) C++
6 73 (9.49%) MATLAB
7 69 (8.97%) C#
8 52 (6.76%) JavaScript
9 45 (5.85%) T-SQL
10 41 (5.33%) PL/SQL
11 38 (4.94%) Ruby
12 37 (4.81%) VBA
13 28 (3.64%) PHP
14 21 (2.73%) Scala
14 21 (2.73%) Clojure
15 20 (2.60%) Perl
16 14 (1.82%) C
17 12 (1.56%) Data Mining Extensions (DMX)
18 11 (1.43%) VB
18 11 (1.43%) Shell Script
Qualifications
1 195 (25.36%) Degree
2 63 (8.19%) PhD
3 8 (1.04%) CCNP
3 8 (1.04%) CCNA
3 8 (1.04%) Cisco Certification
4 6 (0.78%) Microsoft Certification
4 6 (0.78%) Security Cleared
5 5 (0.65%) SC Cleared
5 5 (0.65%) PRINCE2 Certification
5 5 (0.65%) ISEB
5 5 (0.65%) CISSP
6 4 (0.52%) ITIL Certification
7 3 (0.39%) MCITP
7 3 (0.39%) CCIE
7 3 (0.39%) MCSE
8 2 (0.26%) MBA
8 2 (0.26%) MCDBA
8 2 (0.26%) MCP
8 2 (0.26%) MCSD
8 2 (0.26%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 28 (3.64%) QA
2 17 (2.21%) Basel II
3 10 (1.30%) SLA
4 8 (1.04%) Data Quality
5 5 (0.65%) ISO/IEC 27001
6 3 (0.39%) Basel III
6 3 (0.39%) EMIR
6 3 (0.39%) Dodd-Frank
6 3 (0.39%) ISO 9001
7 1 (0.13%) Solvency II
7 1 (0.13%) ISO 9000
7 1 (0.13%) GAAP
7 1 (0.13%) Sarbanes-Oxley
System Software
1 15 (1.95%) Active Directory
2 5 (0.65%) Oracle RAC
2 5 (0.65%) HDFS
3 3 (0.39%) VirtualBox
3 3 (0.39%) Firmware
4 2 (0.26%) Apache Flume
5 1 (0.13%) Snort
Systems Management
1 4 (0.52%) Nagios
1 4 (0.52%) Vagrant
1 4 (0.52%) SCCM
1 4 (0.52%) SCOM
1 4 (0.52%) Puppet
2 3 (0.39%) Cacti
2 3 (0.39%) Ansible
2 3 (0.39%) Control-M
3 1 (0.13%) Opscode Chef
Vendors
1 128 (16.64%) Oracle
2 106 (13.78%) Microsoft
3 68 (8.84%) Tableau
4 49 (6.37%) Business Objects
5 31 (4.03%) SAP
6 24 (3.12%) Google
6 24 (3.12%) Jaspersoft
7 22 (2.86%) Teradata
8 19 (2.47%) Sybase
9 18 (2.34%) Cognos
10 16 (2.08%) IBM
11 15 (1.95%) Netezza
11 15 (1.95%) MicroStrategy
12 14 (1.82%) TIBCO
13 13 (1.69%) Informatica
14 10 (1.30%) Omniture
15 9 (1.17%) Salesforce.com
16 7 (0.91%) Facebook
17 6 (0.78%) Birst
17 6 (0.78%) Talend
London
ComputaCenter
Salary: Competitive
Posted: 8 hours ago
London
Burns Sheehan
Salary: £25000 - £35000 per annum
Posted: 13 hours ago
West London
Talent International
Salary: £50000.00 - £55000.00 per annum
Posted: 16 hours ago
West London
Xist4 IT Recruitment
Salary: £50-65,000 + Bens
Posted: 17 hours ago
London
Burns Sheehan
Salary: £60000 - £80000 per annum + equity + benefits
Posted: 18 hours ago
Camden, London
Dr Martens
Salary: Highly Competitive
Posted: Yesterday
London
Hydrogen Group
Salary: £45000.00 - £56000.00 per day
Posted: Yesterday
North West London
Ashdown IT
Salary: £43000 per annum + benefits
Posted: Yesterday
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 2 days ago
London
Eutopia Solutions Ltd
Salary: £55000 - £70000 per annum + corporate benefits
Posted: 4 days ago
London
Connectus
Salary: £40000 - £65000 per annum + benefits
Posted: 4 days ago
South East London
Totaljobs Group.
Salary: Competitive salary + 29 Days holiday & group pension Scheme
Posted: 4 days ago
London
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 4 days ago
London
Salt
Salary: £45000 - £65000 per annum + bonus, comprehensive benefits
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
London
Roc Search
Salary: £40000 - £56000 per annum + Benefits
Posted: 5 days ago
City, London
Gold Group
Salary: £40000 - £50000 per annum + bonus and benefits
Posted: 5 days ago
London
EY
Salary: Competitive
Posted: 5 days ago
London
EY
Salary: Competitive
Posted: 5 days ago