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 29 December 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
29 Dec 2014
Same period 2013 Same period 2012
Data Mining
Rank 300 349 317
Rank change year-on-year
+49 -32
Permanent jobs citing Data Mining 385 311 373
As % of all permanent IT jobs located in London 0.89% 0.70% 0.79%
As % of the Database & Business Intelligence category 3.01% 2.27% 2.65%
Number of salaries quoted 322 253 335
Average salary £57,500 £60,000 £52,500
Average salary % change year-on-year
-4.16% +14.28%
90% offered a salary of more than £38,000 £35,000 £35,000
10% offered a salary of more than £79,750 £80,000 £75,000
UK excluding London average salary £42,500 £37,650 £40,000
% change year-on-year
+12.88% -5.87%
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
12798 13725 14101
As % of all permanent IT jobs located in London 29.46% 30.80% 29.95%
Number of salaries quoted 11031 11767 12460
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 £36,500 £35,000
10% offered a salary of more than £75,000 £70,000 £77,500
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

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 29 December 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 29 December 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 +23 82 £56,500 +7.61% 11
Hounslow - 4 - -
Brentford - 2 £35,000 -
Paddington - 2 - -
Canary Wharf +28 1 £117,500 +80.76%
Bromley +14 1 £21,500 -28.33%
Surbiton - 1 £37,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 29 December 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.

1 382 (53.35%) SQL
2 258 (36.03%) Analytics
3 248 (34.64%) Analytical Skills
4 223 (31.15%) Finance
5 182 (25.42%) Data Analysis
6 180 (25.14%) Business Intelligence
7 178 (24.86%) Data Warehouse
8 165 (23.04%) SQL Server
9 157 (21.93%) Degree
10 154 (21.51%) Big Data
11 148 (20.67%) Oracle
12 143 (19.97%) SAS
13 139 (19.41%) Python
13 139 (19.41%) MS Excel
14 126 (17.60%) ETL
15 125 (17.46%) Hadoop
16 120 (16.76%) Microsoft
17 115 (16.06%) Java
18 108 (15.08%) Visualisation
19 107 (14.94%) SPSS
20 106 (14.80%) Statistics
21 103 (14.39%) R
22 100 (13.97%) Mathematics
23 99 (13.83%) Computer Science
24 96 (13.41%) Marketing
25 91 (12.71%) Banking
26 89 (12.43%) Algorithms
27 87 (12.15%) Retail
28 85 (11.87%) Relational Database
29 84 (11.73%) CRM

Data Mining
Top Related IT Skills in London by Category

For the 6 months to 29 December 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
1 143 (19.97%) SAS
2 59 (8.24%) Apache Pig
3 25 (3.49%) SharePoint
4 13 (1.82%) Tomcat
5 10 (1.40%) Apache Spark
6 8 (1.12%) CMS
7 7 (0.98%) Oracle Coherence
7 7 (0.98%) MS Exchange
7 7 (0.98%) Node.js
8 6 (0.84%) Exchange Server 2013
8 6 (0.84%) WebLogic
8 6 (0.84%) JBoss
8 6 (0.84%) Exchange Server 2010
8 6 (0.84%) nginx
9 5 (0.70%) Apache
10 4 (0.56%) SharePoint Server
11 3 (0.42%) WebSphere
11 3 (0.42%) Apache Solr
12 2 (0.28%) IIS
12 2 (0.28%) BizTalk Server
Applications
1 139 (19.41%) MS Excel
2 107 (14.94%) SPSS
3 45 (6.28%) MS Office
4 21 (2.93%) MS PowerPoint
5 18 (2.51%) Spreadsheet
6 14 (1.96%) Stata
6 14 (1.96%) MS Visio
7 13 (1.82%) CPLEX
8 3 (0.42%) Adobe Illustrator
8 3 (0.42%) Photoshop
8 3 (0.42%) MS Project
8 3 (0.42%) FastStats
8 3 (0.42%) PowerPivot
8 3 (0.42%) Gephi
9 2 (0.28%) Mingle
10 1 (0.14%) Weka
Business Applications
1 19 (2.65%) Google Analytics
2 13 (1.82%) Dynamics CRM
3 9 (1.26%) Cognos TM1
4 8 (1.12%) Markit EDM
5 4 (0.56%) SAP Business One
5 4 (0.56%) SalesLogix
5 4 (0.56%) SAP CRM
5 4 (0.56%) Pivotal CRM
6 2 (0.28%) HFM
6 2 (0.28%) Oracle 11i
6 2 (0.28%) WebTrends
6 2 (0.28%) Oracle EBS
6 2 (0.28%) Remedy ITSM
6 2 (0.28%) Hyperion Planning
7 1 (0.14%) SAP InfiniteInsight
Cloud Services
1 47 (6.56%) SaaS
2 26 (3.63%) Cloud Computing
3 13 (1.82%) Amazon AWS
3 13 (1.82%) CloudBees
4 10 (1.40%) Microsoft Azure
5 7 (0.98%) Amazon SQS
5 7 (0.98%) Google Cloud Platform
6 4 (0.56%) Amazon EMR
6 4 (0.56%) Trello
7 3 (0.42%) Amazon EC2
7 3 (0.42%) Amazon S3
8 2 (0.28%) PaaS
Communications & Networking
1 10 (1.40%) WAN
1 10 (1.40%) Firewall
2 9 (1.26%) Cisco ASA
2 9 (1.26%) NetScaler
2 9 (1.26%) Cisco Nexus
3 8 (1.12%) Cisco IOS
3 8 (1.12%) Cisco PIX
3 8 (1.12%) MPLS
3 8 (1.12%) VPN
3 8 (1.12%) LAN
4 6 (0.84%) Internet
5 5 (0.70%) Intranet
5 5 (0.70%) HTTP
6 4 (0.56%) AMQP
7 3 (0.42%) F5 BIG-IP LTM
7 3 (0.42%) BIG-IP
8 2 (0.28%) Intrusion Detection
9 1 (0.14%) Wireless
9 1 (0.14%) TCP/IP
9 1 (0.14%) DHCP
Database & Business Intelligence
1 178 (24.86%) Data Warehouse
2 165 (23.04%) SQL Server
3 154 (21.51%) Big Data
4 125 (17.46%) Hadoop
5 85 (11.87%) Relational Database
6 83 (11.59%) SQL Server Integration Services
7 63 (8.80%) SQL Server Reporting Services
8 54 (7.54%) MySQL
9 50 (6.98%) MongoDB
10 49 (6.84%) QlikView
11 46 (6.42%) SQL Server Analysis Services
12 44 (6.15%) OLAP
13 43 (6.01%) SQL Server 2012
14 41 (5.73%) VLDB
15 39 (5.45%) Apache Hive
16 36 (5.03%) Oracle Database
17 35 (4.89%) SQL Server 2008
18 27 (3.77%) DB2
18 27 (3.77%) Oracle OLAP
19 23 (3.21%) NoSQL
Development Applications
1 24 (3.35%) Eclipse
2 19 (2.65%) Subversion
3 13 (1.82%) NetBeans
4 12 (1.68%) Oracle Forms
5 10 (1.40%) SQL Server Management Studio (SSMS)
6 9 (1.26%) Team Foundation Server
7 8 (1.12%) Git (software)
8 7 (0.98%) JUnit
9 6 (0.84%) Visual Studio
9 6 (0.84%) ProC
10 5 (0.70%) JIRA
11 4 (0.56%) Jenkins
12 3 (0.42%) Yeoman
12 3 (0.42%) Talend Open Studio
12 3 (0.42%) Serena SBM
13 2 (0.28%) Bugzilla
14 1 (0.14%) Oracle APEX
14 1 (0.14%) Selenium
14 1 (0.14%) WebDriver
General
1 223 (31.15%) Finance
2 96 (13.41%) Marketing
3 91 (12.71%) Banking
4 87 (12.15%) Retail
5 33 (4.61%) Investment Banking
6 23 (3.21%) Front Office
7 21 (2.93%) Telecoms
8 20 (2.79%) Manufacturing
9 15 (2.09%) Advertising
10 7 (0.98%) Games
10 7 (0.98%) Legal
10 7 (0.98%) Financial Institution
10 7 (0.98%) French Language
11 6 (0.84%) Billing
12 4 (0.56%) Publishing
12 4 (0.56%) Back Office
13 2 (0.28%) Pharmaceutical
13 2 (0.28%) Law
13 2 (0.28%) International Banking
14 1 (0.14%) Local Government
Job Titles
1 249 (34.78%) Analyst
2 137 (19.13%) Developer
3 93 (12.99%) Data Scientist
4 86 (12.01%) Data Analyst
5 70 (9.78%) Consultant
6 69 (9.64%) Business Analyst
7 32 (4.47%) Architect
8 29 (4.05%) Business Intelligence Developer
9 26 (3.63%) Support Analyst
9 26 (3.63%) Technical Analyst
10 23 (3.21%) Data Consultant
10 23 (3.21%) Insight Analyst
11 22 (3.07%) Senior Analyst
12 19 (2.65%) Data Warehouse Developer
13 16 (2.23%) Business Intelligence Consultant
13 16 (2.23%) DBA
14 15 (2.09%) Senior Developer
15 14 (1.96%) Technical Architect
15 14 (1.96%) Applications Support
15 14 (1.96%) Database Developer
Libraries, Frameworks & Software Standards
1 63 (8.80%) .NET
2 51 (7.12%) XML
3 26 (3.63%) HTML
4 23 (3.21%) JSP
5 20 (2.79%) Servlets
5 20 (2.79%) jQuery
6 15 (2.09%) REST
6 15 (2.09%) CSS
7 14 (1.96%) SOAP
8 13 (1.82%) Pandas
9 12 (1.68%) .NET Framework
10 11 (1.54%) Spring
10 11 (1.54%) MDX
10 11 (1.54%) LAMP
10 11 (1.54%) ASP.NET
11 10 (1.40%) Web Services
11 10 (1.40%) RESTful
11 10 (1.40%) HTML5
12 7 (0.98%) MSMQ
12 7 (0.98%) Middleware
Miscellaneous
1 248 (34.64%) Analytical Skills
2 108 (15.08%) Visualisation
3 106 (14.80%) Statistics
4 100 (13.97%) Mathematics
5 99 (13.83%) Computer Science
6 89 (12.43%) Algorithms
7 49 (6.84%) Management Information System
8 46 (6.42%) Neural Network
9 43 (6.01%) User Experience
10 33 (4.61%) Economics
11 27 (3.77%) Open Source
12 25 (3.49%) Artificial Intelligence
13 22 (3.07%) Data Structures
14 19 (2.65%) Physics
15 17 (2.37%) Data Integration
16 15 (2.09%) Social Media
16 15 (2.09%) Applied Mathematics
17 14 (1.96%) Informatics
17 14 (1.96%) Clustering
17 14 (1.96%) Digital Media
Operating Systems
1 53 (7.40%) Windows
2 44 (6.15%) Linux
3 33 (4.61%) UNIX
4 10 (1.40%) Windows Server 2008
5 8 (1.12%) Ubuntu
6 7 (0.98%) Apple iOS
7 4 (0.56%) Red Hat Enterprise Linux
8 3 (0.42%) CentOS
8 3 (0.42%) Android
8 3 (0.42%) Windows Server 2003
9 1 (0.14%) Windows Server 2012
Processes & Methodologies
1 258 (36.03%) Analytics
2 182 (25.42%) Data Analysis
3 180 (25.14%) Business Intelligence
4 126 (17.60%) ETL
5 84 (11.73%) CRM
6 75 (10.47%) Machine Learning
7 74 (10.34%) Data Modelling
8 72 (10.06%) ITIL
8 72 (10.06%) Predictive Modelling
9 66 (9.22%) Agile Software Development
10 58 (8.10%) E-Commerce
11 57 (7.96%) Service Management
12 51 (7.12%) Business Analysis
13 48 (6.70%) Statistical Modelling
14 47 (6.56%) Statistical Analysis
14 47 (6.56%) Project Management
15 43 (6.01%) OO
15 43 (6.01%) Kimball Methodology
16 39 (5.45%) Data Analytics
17 37 (5.17%) Service Delivery
Programming Languages
1 382 (53.35%) SQL
2 139 (19.41%) Python
3 115 (16.06%) Java
4 103 (14.39%) R
5 74 (10.34%) C#
6 55 (7.68%) MATLAB
7 52 (7.26%) JavaScript
8 51 (7.12%) Ruby
9 43 (6.01%) PL/SQL
10 42 (5.87%) C++
11 32 (4.47%) T-SQL
12 30 (4.19%) VBA
13 29 (4.05%) Scala
14 25 (3.49%) PHP
15 13 (1.82%) Clojure
16 10 (1.40%) F#
17 7 (0.98%) C
17 7 (0.98%) VB.NET
18 6 (0.84%) Perl
18 6 (0.84%) PowerShell
Qualifications
1 157 (21.93%) Degree
2 48 (6.70%) PhD
3 16 (2.23%) Microsoft Certification
4 11 (1.54%) MCP
4 11 (1.54%) MCSD
4 11 (1.54%) MCDBA
4 11 (1.54%) MCITP
5 10 (1.40%) ISEB
6 8 (1.12%) Cisco Certification
6 8 (1.12%) CCIE
6 8 (1.12%) CCNP
6 8 (1.12%) CCNA
7 5 (0.70%) Security Cleared
7 5 (0.70%) SC Cleared
8 4 (0.56%) MCSA
8 4 (0.56%) ITIL Certification
9 3 (0.42%) NVQ Level 3
10 2 (0.28%) ITIL Foundation Certificate
10 2 (0.28%) PRINCE2 Practitioner
11 1 (0.14%) MAPM
Quality Assurance & Compliance
1 20 (2.79%) QA
2 18 (2.51%) Basel II
3 13 (1.82%) ISO 9001
4 6 (0.84%) Solvency II
5 4 (0.56%) Dodd-Frank
6 3 (0.42%) Data Quality
6 3 (0.42%) EMIR
6 3 (0.42%) Basel III
7 2 (0.28%) SLA
8 1 (0.14%) Sarbanes-Oxley
8 1 (0.14%) GAAP
8 1 (0.14%) ISO/IEC 27001
8 1 (0.14%) MiFID
System Software
1 11 (1.54%) Active Directory
2 10 (1.40%) Oracle RAC
3 8 (1.12%) Firmware
4 5 (0.70%) Apache Flume
4 5 (0.70%) HDFS
5 3 (0.42%) VirtualBox
6 2 (0.28%) Snort
6 2 (0.28%) vSphere
6 2 (0.28%) VMware Infrastructure
7 1 (0.14%) Hyper-V
7 1 (0.14%) XenApp
7 1 (0.14%) XenServer
7 1 (0.14%) EMC RecoverPoint
7 1 (0.14%) UAG
7 1 (0.14%) vCloud
Systems Management
1 6 (0.84%) SCCM
1 6 (0.84%) SCOM
2 5 (0.70%) Puppet
2 5 (0.70%) Vagrant
3 3 (0.42%) Opscode Chef
3 3 (0.42%) Ansible
3 3 (0.42%) Cacti
3 3 (0.42%) Nagios
4 2 (0.28%) Control-M
5 1 (0.14%) EMC NetWorker
Vendors
1 148 (20.67%) Oracle
2 120 (16.76%) Microsoft
3 55 (7.68%) Tableau
4 53 (7.40%) Business Objects
5 48 (6.70%) Teradata
6 33 (4.61%) IBM
7 31 (4.33%) SAP
7 31 (4.33%) Netezza
8 29 (4.05%) Google
9 28 (3.91%) Cognos
10 25 (3.49%) Informatica
11 21 (2.93%) Omniture
12 20 (2.79%) MicroStrategy
12 20 (2.79%) Sybase
13 15 (2.09%) Jaspersoft
14 13 (1.82%) Cisco
14 13 (1.82%) Hitachi
15 12 (1.68%) Hyperion
15 12 (1.68%) Adobe
15 12 (1.68%) Ab Initio
London
Big Wednesday Digital Ltd
Posted: 5 hours ago
City, London
Lawrence Harvey Enterprise
Salary: £55000.00 - £75000 per annum + Bonus
Posted: 2 days ago
London
ComputaCenter
Salary: Competitive
Posted: 4 days ago
London
Spencer Rose
Salary: Up to £50,000 per annum
Posted: 5 days ago
London
Hays IT - Uk Posting account
Salary: £80000.00 - £85000.00 per annum + Bonus and Benefits
Posted: 5 days ago
London
DataSciences Consulting
Salary: Bonus
Posted: 5 days ago
West London
ComputAppoint
Salary: £30000 - £40000 per annum
Posted: 6 days ago
West London
ComputAppoint
Salary: £30000 - £55000 per annum
Posted: 6 days ago
City, London
Experis Ltd
Salary: £25000 - £31000 per annum + excellent benefits
Posted: 6 days ago
City of London
Hudson - London
Salary: £55000 - £70000 per annum + excellent benefits
Posted: 7 days ago
South East London
Totaljobs Group.
Salary: Competitive salary + 29 Days holiday & group pension Scheme
Posted: 7 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £60000 - £70000 per annum
Posted: 9 days ago
London
Davanti Solutions
Salary: Up to £50,000 per annum
Posted: 10 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 11 days ago
London
Real Staffing
Salary: £60000 - £70000 per annum + competitive
Posted: 12 days ago
London
Bridge Noble
Salary: £45000 - £55000 per annum + + Benefits
Posted: 12 days ago
London
Nigel Frank International Limited - Newcastle
Salary: £60000 - £65000 per annum + Package
Posted: 13 days ago
London
Computer Futures
Salary: £55000 - £65000 per annum + Benefits
Posted: 13 days ago
City of London
Progressive Recruitment
Salary: £35000 - £40000 per annum + competitive
Posted: 16 days ago
South East London
Totaljobs Group.
Salary: Competitive salary + 29 Days holiday & group pension Scheme
Posted: 17 days ago