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 27 February 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Feb 2015
Same period 2014 Same period 2013
Data Mining
Rank 318 304 328
Rank change year-on-year
-14 +24
Permanent jobs citing Data Mining 357 386 316
As % of all permanent IT jobs located in London 0.85% 0.90% 0.72%
As % of the Database & Business Intelligence category 2.86% 2.94% 2.35%
Number of salaries quoted 313 337 276
Average salary £55,000 £60,000 £55,000
Average salary % change year-on-year
-8.33% +9.09%
90% offered a salary of more than £35,500 £35,000 £35,000
10% offered a salary of more than £82,000 £80,000 £80,450
UK excluding London average salary £42,500 £37,500 £41,000
% change year-on-year
+13.33% -8.53%
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
12465 13128 13419
As % of all permanent IT jobs located in London 29.62% 30.50% 30.43%
Number of salaries quoted 10724 11123 11748
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 £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 27 February 2015.

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 27 February 2015. 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 -7 73 £52,500 +0.96% 15
Brentford - 3 £30,000 -
Morden - 2 £47,500 -
Paddington - 2 - -
Southwark - 1 £40,000 -
Wimbledon - 1 £50,000 -
Docklands, London - 1 £75,000 -
Sidcup - 1 £35,000 -
Surbiton - 1 £37,500 -
Hounslow - 1 - -
Isleworth - 1 £70,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 27 February 2015, 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.

1 383 (51.27%) SQL
2 299 (40.03%) Analytics
3 280 (37.48%) Analytical Skills
4 225 (30.12%) Finance
5 215 (28.78%) Business Intelligence
6 192 (25.70%) Oracle
7 187 (25.03%) Data Warehouse
7 187 (25.03%) Data Analysis
8 182 (24.36%) Python
9 177 (23.69%) Big Data
10 174 (23.29%) SQL Server
11 159 (21.29%) Degree
12 152 (20.35%) Visualisation
13 146 (19.54%) ETL
14 144 (19.28%) SAS
15 132 (17.67%) Hadoop
16 130 (17.40%) MS Excel
17 128 (17.14%) Statistics
18 127 (17.00%) R
19 123 (16.47%) SPSS
20 115 (15.39%) Microsoft
20 115 (15.39%) Marketing
21 112 (14.99%) Data Modelling
22 107 (14.32%) Java
23 95 (12.72%) Mathematics
24 94 (12.58%) Computer Science
25 93 (12.45%) Algorithms
26 88 (11.78%) Banking
27 82 (10.98%) Predictive Modelling
28 80 (10.71%) Agile Software Development

Data Mining
Top Related IT Skills in London by Category

For the 6 months to 27 February 2015, 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
1 144 (19.28%) SAS
2 45 (6.02%) Apache Pig
3 28 (3.75%) SharePoint
4 16 (2.14%) Apache Spark
5 10 (1.34%) CMS
6 8 (1.07%) Oracle Coherence
6 8 (1.07%) Elasticsearch
7 7 (0.94%) MS Exchange
7 7 (0.94%) Node.js
8 6 (0.80%) nginx
8 6 (0.80%) Exchange Server 2010
8 6 (0.80%) Apache
8 6 (0.80%) Exchange Server 2013
9 5 (0.67%) Tomcat
10 4 (0.54%) WebLogic
10 4 (0.54%) SharePoint Server
10 4 (0.54%) Gentran
10 4 (0.54%) JBoss
11 2 (0.27%) WebSphere
12 1 (0.13%) IIS
Applications
1 130 (17.40%) MS Excel
2 123 (16.47%) SPSS
3 51 (6.83%) MS Office
4 29 (3.88%) MS PowerPoint
5 25 (3.35%) MS Visio
6 23 (3.08%) PowerPivot
7 21 (2.81%) Stata
8 9 (1.20%) Spreadsheet
9 5 (0.67%) MS Project
10 4 (0.54%) CPLEX
11 3 (0.40%) Adobe Illustrator
11 3 (0.40%) Photoshop
11 3 (0.40%) Gephi
12 2 (0.27%) FastStats
12 2 (0.27%) Mingle
13 1 (0.13%) Weka
Business Applications
1 21 (2.81%) Google Analytics
2 13 (1.74%) Dynamics CRM
3 9 (1.20%) Cognos TM1
4 4 (0.54%) SalesLogix
4 4 (0.54%) Oracle EBS
4 4 (0.54%) SAP CRM
4 4 (0.54%) Pivotal CRM
4 4 (0.54%) HFM
4 4 (0.54%) Hyperion Planning
4 4 (0.54%) Markit EDM
5 3 (0.40%) Remedy ITSM
6 2 (0.27%) SiteCatalyst
6 2 (0.27%) Oracle 11i
6 2 (0.27%) Cognos Business Intelligence
6 2 (0.27%) SAP MDM
7 1 (0.13%) SAP InfiniteInsight
7 1 (0.13%) Eagle PACE
Cloud Services
1 36 (4.82%) SaaS
2 18 (2.41%) Amazon AWS
3 15 (2.01%) Microsoft Azure
4 13 (1.74%) Cloud Computing
5 8 (1.07%) Amazon SQS
6 5 (0.67%) Amazon EMR
6 5 (0.67%) Google Cloud Platform
6 5 (0.67%) CloudBees
7 4 (0.54%) Amazon EC2
8 2 (0.27%) Amazon S3
8 2 (0.27%) PaaS
8 2 (0.27%) Trello
9 1 (0.13%) Amazon ELB
9 1 (0.13%) Route 53
Communications & Networking
1 10 (1.34%) WAN
1 10 (1.34%) Firewall
2 9 (1.20%) Intranet
2 9 (1.20%) VPN
2 9 (1.20%) Cisco ASA
2 9 (1.20%) NetScaler
2 9 (1.20%) Cisco Nexus
3 8 (1.07%) LAN
3 8 (1.07%) MPLS
3 8 (1.07%) Cisco IOS
3 8 (1.07%) Cisco PIX
4 6 (0.80%) Internet
5 5 (0.67%) TCP/IP
6 3 (0.40%) SSL
6 3 (0.40%) F5 BIG-IP LTM
6 3 (0.40%) BIG-IP
7 2 (0.27%) HTTP
7 2 (0.27%) Broadband
7 2 (0.27%) Intrusion Detection
8 1 (0.13%) Wi-Fi
Database & Business Intelligence
1 187 (25.03%) Data Warehouse
2 177 (23.69%) Big Data
3 174 (23.29%) SQL Server
4 132 (17.67%) Hadoop
5 77 (10.31%) Relational Database
6 75 (10.04%) SQL Server Integration Services
7 66 (8.84%) MongoDB
8 61 (8.17%) SQL Server Reporting Services
9 60 (8.03%) OLAP
10 55 (7.36%) QlikView
11 46 (6.16%) Apache Hive
12 45 (6.02%) MySQL
13 44 (5.89%) SQL Server Analysis Services
13 44 (5.89%) Oracle Database
14 40 (5.35%) NoSQL
14 40 (5.35%) SQL Server 2012
15 38 (5.09%) Oracle OLAP
16 36 (4.82%) SQL Server 2008
17 30 (4.02%) VLDB
18 26 (3.48%) SAS Enterprise Miner
Development Applications
1 12 (1.61%) Oracle Forms
2 10 (1.34%) SQL Server Management Studio (SSMS)
3 9 (1.20%) Visual Studio
3 9 (1.20%) Subversion
4 8 (1.07%) Toad
5 7 (0.94%) Eclipse
6 6 (0.80%) Talend Open Studio
6 6 (0.80%) Team Foundation Server
7 5 (0.67%) Git (software)
7 5 (0.67%) JIRA
7 5 (0.67%) NetBeans
8 3 (0.40%) Jenkins
9 2 (0.27%) ProC
9 2 (0.27%) Bugzilla
10 1 (0.13%) Ant
10 1 (0.13%) JUnit
10 1 (0.13%) Oracle APEX
10 1 (0.13%) Maven
10 1 (0.13%) PHPUnit
10 1 (0.13%) Yeoman
General
1 225 (30.12%) Finance
2 115 (15.39%) Marketing
3 88 (11.78%) Banking
4 75 (10.04%) Retail
5 25 (3.35%) Telecoms
6 24 (3.21%) Investment Banking
7 15 (2.01%) Manufacturing
8 14 (1.87%) Front Office
9 12 (1.61%) Advertising
9 12 (1.61%) Legal
10 8 (1.07%) Games
11 7 (0.94%) Billing
11 7 (0.94%) Financial Institution
12 6 (0.80%) Publishing
13 5 (0.67%) Law
13 5 (0.67%) French Language
14 4 (0.54%) Pharmaceutical
15 2 (0.27%) Automotive
15 2 (0.27%) International Banking
15 2 (0.27%) Japanese Language
Job Titles
1 248 (33.20%) Analyst
2 130 (17.40%) Developer
3 106 (14.19%) Data Scientist
4 76 (10.17%) Data Analyst
5 74 (9.91%) Consultant
6 51 (6.83%) Business Analyst
7 50 (6.69%) Architect
8 40 (5.35%) Technical Analyst
9 34 (4.55%) Support Analyst
10 30 (4.02%) Business Intelligence Developer
11 26 (3.48%) Business Intelligence Consultant
12 24 (3.21%) Business Intelligence Analyst
13 23 (3.08%) Data Architect
13 23 (3.08%) Senior Analyst
14 22 (2.95%) Data Consultant
15 21 (2.81%) DBA
16 20 (2.68%) Technical Support
17 19 (2.54%) Insight Analyst
18 18 (2.41%) Technical Support Analyst
19 17 (2.28%) Senior Developer
Libraries, Frameworks & Software Standards
1 45 (6.02%) .NET
2 41 (5.49%) XML
3 27 (3.61%) HTML
4 21 (2.81%) Pandas
5 14 (1.87%) CSS
5 14 (1.87%) LAMP
5 14 (1.87%) MDX
6 12 (1.61%) RESTful
7 11 (1.47%) .NET Framework
8 10 (1.34%) jQuery
8 10 (1.34%) Web Services
9 9 (1.20%) ASP.NET
10 8 (1.07%) MSMQ
11 7 (0.94%) JSP
11 7 (0.94%) REST
11 7 (0.94%) Reactive Extensions
11 7 (0.94%) Task Parallel Library
12 6 (0.80%) D3.js
12 6 (0.80%) Natural Language Processing
12 6 (0.80%) HTML5
Miscellaneous
1 280 (37.48%) Analytical Skills
2 152 (20.35%) Visualisation
3 128 (17.14%) Statistics
4 95 (12.72%) Mathematics
5 94 (12.58%) Computer Science
6 93 (12.45%) Algorithms
7 59 (7.90%) Management Information System
8 47 (6.29%) Neural Network
8 47 (6.29%) User Experience
9 41 (5.49%) Data Structures
10 30 (4.02%) Data Integration
11 27 (3.61%) Open Source
12 25 (3.35%) Physics
13 23 (3.08%) Economics
14 19 (2.54%) Artificial Intelligence
14 19 (2.54%) Social Network
15 18 (2.41%) Social Media
16 15 (2.01%) Oracle Exalogic
17 13 (1.74%) Clustering
18 12 (1.61%) Performance Metrics
Operating Systems
1 57 (7.63%) Windows
2 55 (7.36%) Linux
3 32 (4.28%) UNIX
4 14 (1.87%) Ubuntu
5 8 (1.07%) Windows Server 2008
6 7 (0.94%) Apple iOS
7 6 (0.80%) Android
8 4 (0.54%) Red Hat Enterprise Linux
9 3 (0.40%) CentOS
10 2 (0.27%) Windows Server 2003
11 1 (0.13%) Windows Server 2012
Processes & Methodologies
1 299 (40.03%) Analytics
2 215 (28.78%) Business Intelligence
3 187 (25.03%) Data Analysis
4 146 (19.54%) ETL
5 112 (14.99%) Data Modelling
6 82 (10.98%) Predictive Modelling
7 80 (10.71%) Agile Software Development
8 75 (10.04%) Machine Learning
9 70 (9.37%) CRM
10 65 (8.70%) Statistical Modelling
11 60 (8.03%) ITIL
12 57 (7.63%) Data Analytics
13 50 (6.69%) E-Commerce
14 49 (6.56%) Statistical Analysis
14 49 (6.56%) Data Governance
15 47 (6.29%) Data Architecture
16 45 (6.02%) Data Management
16 45 (6.02%) Service Management
17 42 (5.62%) Project Management
18 39 (5.22%) Business Analysis
Programming Languages
1 383 (51.27%) SQL
2 182 (24.36%) Python
3 127 (17.00%) R
4 107 (14.32%) Java
5 71 (9.50%) C#
6 50 (6.69%) PL/SQL
7 47 (6.29%) Ruby
8 46 (6.16%) C++
9 45 (6.02%) JavaScript
10 44 (5.89%) MATLAB
11 43 (5.76%) T-SQL
12 38 (5.09%) Scala
13 28 (3.75%) PHP
14 23 (3.08%) VBA
15 13 (1.74%) F#
16 10 (1.34%) C
17 8 (1.07%) Perl
18 7 (0.94%) PowerShell
19 6 (0.80%) Shell Script
20 5 (0.67%) Bash Shell
Qualifications
1 159 (21.29%) Degree
2 69 (9.24%) PhD
3 15 (2.01%) Microsoft Certification
4 12 (1.61%) MCP
5 11 (1.47%) MCSD
5 11 (1.47%) MCDBA
5 11 (1.47%) MCITP
6 9 (1.20%) ISEB
7 8 (1.07%) Cisco Certification
7 8 (1.07%) CCIE
7 8 (1.07%) CCNP
7 8 (1.07%) CCNA
8 6 (0.80%) SC Cleared
8 6 (0.80%) Security Cleared
8 6 (0.80%) VCP4
9 5 (0.67%) NVQ Level 3
10 4 (0.54%) MCSA
10 4 (0.54%) ITIL Certification
11 3 (0.40%) CISA
11 3 (0.40%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 15 (2.01%) Data Quality
2 14 (1.87%) ISO 9001
3 11 (1.47%) Basel II
4 9 (1.20%) QA
5 8 (1.07%) Solvency II
6 4 (0.54%) SLA
7 3 (0.40%) Dodd-Frank
8 2 (0.27%) EMIR
8 2 (0.27%) Basel III
9 1 (0.13%) Sarbanes-Oxley
9 1 (0.13%) GAAP
9 1 (0.13%) ISO/IEC 27001
9 1 (0.13%) COBIT
9 1 (0.13%) MiFID
System Software
1 12 (1.61%) HDFS
2 11 (1.47%) Oracle RAC
3 8 (1.07%) Firmware
4 5 (0.67%) Apache Flume
5 2 (0.27%) Snort
5 2 (0.27%) VMware Infrastructure
5 2 (0.27%) vSphere
6 1 (0.13%) UAG
6 1 (0.13%) VirtualBox
6 1 (0.13%) vCloud
6 1 (0.13%) Hyper-V
6 1 (0.13%) XenApp
6 1 (0.13%) XenServer
6 1 (0.13%) EMC RecoverPoint
6 1 (0.13%) Active Directory
Systems Management
1 7 (0.94%) Puppet
2 6 (0.80%) SCCM
2 6 (0.80%) SCOM
3 5 (0.67%) Opscode Chef
4 3 (0.40%) Ansible
4 3 (0.40%) Vagrant
4 3 (0.40%) Cacti
4 3 (0.40%) Nagios
5 2 (0.27%) Control-M
6 1 (0.13%) EMC NetWorker
Vendors
1 192 (25.70%) Oracle
2 115 (15.39%) Microsoft
3 65 (8.70%) Tableau
4 62 (8.30%) IBM
5 51 (6.83%) Business Objects
6 48 (6.43%) Teradata
7 41 (5.49%) Cognos
8 35 (4.69%) Netezza
9 32 (4.28%) MicroStrategy
10 31 (4.15%) Informatica
11 26 (3.48%) SAP
11 26 (3.48%) Google
12 21 (2.81%) Omniture
13 20 (2.68%) Cloudera
14 16 (2.14%) Hyperion
15 14 (1.87%) Sybase
15 14 (1.87%) MapR
16 13 (1.74%) Cisco
16 13 (1.74%) Hitachi
17 12 (1.61%) Ab Initio
City, London
Networking People
Salary: £30000 - £40000 per annum + Package
Posted: 18 hours ago
City, London
Verticality Ltd
Salary: £40000 - £55000 per annum, Benefits Plus benefits
Posted: 18 hours ago
London
Acuro (MaxAd Ltd)
Salary: £60000.00 - £70000.00 per annum + Bonus
Posted: 20 hours ago
London
Hydrogen Group
Salary: £45000.00 - £65000.00 per annum
Posted: 21 hours ago
London
Salt
Salary: £40000 - £60000 per annum + share options
Posted: Yesterday
London
Exposed Solutions
Salary: £45000 - £55000 per annum
Posted: Yesterday
London
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Salary: £50000 - £70000 per annum
Posted: Yesterday
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: Yesterday
London
Zorba Consulting Limited
Salary: From £50,000 to £55,000 per annum + bonus + benefits
Posted: Yesterday
London
Salt
Salary: £50000 - £55000 per annum
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London
Venturi
Salary: £55000 - £85000 per annum + 15% bonus + Benefits
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West London
EE
Salary: Competitive + bonus
Posted: 2 days ago
London
Salt
Salary: £30000 - £40000 per annum + Excellent Benefits
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ANSON MCCADE
Salary: From £35,000 to £60,000 per annum + Package and Benefits (Depending on
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London
Lorien Resourcing
Salary: £45000 - £57000 per annum + Excellent benefits
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City, London
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Salary: £50000 - £70000 per annum + Benefits
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London
Computer People
Salary: £50000.00 - £75000.00 per annum + Benefits
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London
Salt
Salary: £35000 - £40000 per annum + Excellent Benefits
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Salary: £50000 - £70000 per annum, Benefits Excellent Benefits & Bonus
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