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 28 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Data Mining
Rank 326 345 360
Rank change year-on-year
+19 +15
Permanent jobs citing Data Mining 354 340 298
As % of all permanent IT jobs located in London 0.80% 0.73% 0.68%
As % of the Database & Business Intelligence category 2.73% 2.40% 2.25%
Number of salaries quoted 270 291 255
Average salary £60,000 £55,000 £50,000
Average salary % change year-on-year
+9.09% +10.00%
90% offered a salary of more than £33,400 £35,000 £35,000
10% offered a salary of more than £85,000 £80,000 £70,000
UK excluding London average salary £45,000 £40,000 £42,500
% change year-on-year
+12.50% -5.88%
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
12945 14191 13223
As % of all permanent IT jobs located in London 29.32% 30.58% 30.01%
Number of salaries quoted 10981 12365 11455
Average salary £57,500 £52,500 £52,500
Average salary % change year-on-year
+9.52% -
90% offered a salary of more than £40,000 £37,000 £36,000
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 28 August 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 28 August 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 +28 83 £62,500 +4.16% 8
Brentford - 7 £35,000 -
Twickenham - 5 £40,000 -
Kingston Upon Thames +11 2 £62,000 -
Isleworth - 1 £42,500 -
Docklands, London - 1 £55,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 28 August 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.

1 385 (54.00%) SQL
2 377 (52.88%) Analytics
3 286 (40.11%) Analytical Skills
4 269 (37.73%) Business Intelligence
5 234 (32.82%) R
6 215 (30.15%) Python
7 210 (29.45%) Big Data
8 204 (28.61%) Finance
9 183 (25.67%) SAS
10 182 (25.53%) Data Warehouse
10 182 (25.53%) Data Analysis
11 176 (24.68%) Hadoop
12 174 (24.40%) Degree
13 169 (23.70%) Oracle
14 153 (21.46%) SQL Server
14 153 (21.46%) Statistics
15 133 (18.65%) Marketing
15 133 (18.65%) ETL
16 124 (17.39%) Mathematics
17 122 (17.11%) Java
18 121 (16.97%) Visualisation
19 117 (16.41%) Microsoft
19 117 (16.41%) SPSS
19 117 (16.41%) Computer Science
20 103 (14.45%) Data Modelling
21 101 (14.17%) Algorithms
22 98 (13.74%) Tableau
23 90 (12.62%) Data Management
24 83 (11.64%) MS Excel
25 82 (11.50%) Banking

Data Mining
Top Related IT Skills in London by Category

For the 6 months to 28 August 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
1 183 (25.67%) SAS
2 58 (8.13%) Apache Spark
3 34 (4.77%) SharePoint
4 33 (4.63%) Apache Pig
5 29 (4.07%) Elasticsearch
6 8 (1.12%) FileNet
6 8 (1.12%) CMS
6 8 (1.12%) Apache Solr
7 7 (0.98%) Tomcat
8 5 (0.70%) OpenStack
9 4 (0.56%) Gentran
10 3 (0.42%) Apache
11 2 (0.28%) WordPress
11 2 (0.28%) WebSphere
12 1 (0.14%) WorkSite
12 1 (0.14%) Drupal
12 1 (0.14%) Node.js
12 1 (0.14%) IIS
12 1 (0.14%) MS Exchange
12 1 (0.14%) SharePoint Server
Applications
1 117 (16.41%) SPSS
2 83 (11.64%) MS Excel
3 39 (5.47%) MS Office
4 27 (3.79%) PowerPivot
5 21 (2.95%) MS PowerPoint
6 8 (1.12%) Weka
6 8 (1.12%) MS Visio
7 7 (0.98%) Stata
8 6 (0.84%) CPLEX
9 5 (0.70%) S-PLUS
9 5 (0.70%) MS Project
10 3 (0.42%) Gephi
11 2 (0.28%) GNU Octave
12 1 (0.14%) Spreadsheet
12 1 (0.14%) FastStats
Business Applications
1 10 (1.40%) Dynamics CRM
2 9 (1.26%) Oracle Financials
3 8 (1.12%) Oracle EBS
3 8 (1.12%) Oracle Applications
3 8 (1.12%) Hyperion Planning
4 6 (0.84%) HFM
5 4 (0.56%) Rolfe and Nolan
5 4 (0.56%) RiskWrite
6 2 (0.28%) WebTrends
6 2 (0.28%) Unica
6 2 (0.28%) Remedy ITSM
6 2 (0.28%) Remedy AR System
7 1 (0.14%) Eagle PACE
7 1 (0.14%) Dynamics AX
7 1 (0.14%) SAP InfiniteInsight
7 1 (0.14%) Markit EDM
7 1 (0.14%) Adobe Campaign
Cloud Services
1 50 (7.01%) Amazon AWS
2 15 (2.10%) Google Analytics
2 15 (2.10%) Amazon EMR
3 13 (1.82%) Microsoft Azure
4 12 (1.68%) SaaS
5 6 (0.84%) Amazon EC2
5 6 (0.84%) Amazon S3
5 6 (0.84%) Azure Machine Learning
6 4 (0.56%) IaaS
7 3 (0.42%) Google Cloud Platform
7 3 (0.42%) Amazon Kinesis
8 1 (0.14%) AWS Elastic Beanstalk
8 1 (0.14%) Amazon ELB
8 1 (0.14%) Adobe Analytics
Communications & Networking
1 8 (1.12%) SAN
2 6 (0.84%) HTTPS
2 6 (0.84%) Cisco Nexus
3 5 (0.70%) Fibre Channel
3 5 (0.70%) TACACS
3 5 (0.70%) VLAN
3 5 (0.70%) LDAP
3 5 (0.70%) TCP/IP
3 5 (0.70%) DNS
4 4 (0.56%) Internet
5 2 (0.28%) DWDM
5 2 (0.28%) SSL
5 2 (0.28%) HTTP
5 2 (0.28%) SDH
5 2 (0.28%) SMS
6 1 (0.14%) VoIP
6 1 (0.14%) DHCP
6 1 (0.14%) Ethernet
6 1 (0.14%) SNA
6 1 (0.14%) Intranet
Database & Business Intelligence
1 210 (29.45%) Big Data
2 182 (25.53%) Data Warehouse
3 176 (24.68%) Hadoop
4 153 (21.46%) SQL Server
5 81 (11.36%) Relational Database
6 79 (11.08%) SQL Server Integration Services
7 75 (10.52%) OLAP
8 69 (9.68%) SQL Server Reporting Services
9 68 (9.54%) SQL Server Analysis Services
10 63 (8.84%) Apache Hive
11 57 (7.99%) Text Mining
12 54 (7.57%) NoSQL
13 52 (7.29%) QlikView
14 48 (6.73%) Oracle Database
15 47 (6.59%) BusinessObjects
16 44 (6.17%) Oracle OLAP
17 43 (6.03%) MongoDB
18 36 (5.05%) Oracle Database 11g
19 33 (4.63%) Oracle BI EE
19 33 (4.63%) Oracle Database 12c
Development Applications
1 24 (3.37%) Git (software)
2 21 (2.95%) Toad
3 12 (1.68%) JUnit
4 9 (1.26%) Subversion
4 9 (1.26%) Jenkins
5 8 (1.12%) EasyMock
6 6 (0.84%) Oracle APEX
7 5 (0.70%) Oracle Forms
8 4 (0.56%) Maven
8 4 (0.56%) Yeoman
9 3 (0.42%) Gradle
9 3 (0.42%) JIRA
9 3 (0.42%) Eclipse
9 3 (0.42%) Ant
9 3 (0.42%) Mercurial
10 2 (0.28%) Visual Studio
10 2 (0.28%) ProC
11 1 (0.14%) DbUnit
11 1 (0.14%) PHPUnit
11 1 (0.14%) jMock
General
1 204 (28.61%) Finance
2 133 (18.65%) Marketing
3 82 (11.50%) Banking
4 78 (10.94%) Retail
5 47 (6.59%) Legal
6 36 (5.05%) Telecoms
7 24 (3.37%) Publishing
8 20 (2.81%) Financial Institution
9 19 (2.66%) Multimedia
10 16 (2.24%) Games
11 10 (1.40%) Manufacturing
11 10 (1.40%) Advertising
12 7 (0.98%) Investment Banking
13 6 (0.84%) Law
13 6 (0.84%) Pharmaceutical
14 5 (0.70%) Automotive
15 4 (0.56%) Retail Banking
16 3 (0.42%) Front Office
17 2 (0.28%) Aerospace
17 2 (0.28%) Spanish Language
Job Titles
1 196 (27.49%) Analyst
2 164 (23.00%) Data Scientist
3 95 (13.32%) Developer
4 86 (12.06%) Data Analyst
5 71 (9.96%) Consultant
6 59 (8.27%) Architect
7 45 (6.31%) Business Intelligence Consultant
8 37 (5.19%) Oracle Developer
9 34 (4.77%) Data Manager
10 32 (4.49%) Senior Developer
11 31 (4.35%) Business Analyst
11 31 (4.35%) Senior Analyst
12 30 (4.21%) Solutions Architect
13 27 (3.79%) Java Developer
14 22 (3.09%) Senior Oracle Developer
15 21 (2.95%) Senior Manager
15 21 (2.95%) Business Intelligence Architect
16 20 (2.81%) Support Analyst
16 20 (2.81%) Data Architect
17 18 (2.52%) Research Analyst
Libraries, Frameworks & Software Standards
1 29 (4.07%) .NET
2 25 (3.51%) Natural Language Processing
3 24 (3.37%) Web Services
3 24 (3.37%) MDX
4 22 (3.09%) D3.js
4 22 (3.09%) Kafka
5 18 (2.52%) Spring
6 17 (2.38%) XML
7 16 (2.24%) HTML
8 14 (1.96%) Pandas
9 11 (1.54%) SciPy
10 10 (1.40%) Hibernate
10 10 (1.40%) REST
11 9 (1.26%) SOAP
12 8 (1.12%) ASP.NET
12 8 (1.12%) scikit-learn
13 6 (0.84%) CSS
14 5 (0.70%) JSP
14 5 (0.70%) Lucene
14 5 (0.70%) AngularJS
Miscellaneous
1 286 (40.11%) Analytical Skills
2 153 (21.46%) Statistics
3 124 (17.39%) Mathematics
4 121 (16.97%) Visualisation
5 117 (16.41%) Computer Science
6 101 (14.17%) Algorithms
7 49 (6.87%) Data Integration
8 43 (6.03%) Physics
9 37 (5.19%) Neural Network
10 29 (4.07%) Data Structures
11 28 (3.93%) Management Information System
12 24 (3.37%) Economics
13 23 (3.23%) Data Extraction
14 21 (2.95%) Social Network
15 19 (2.66%) Data Protection Act
15 19 (2.66%) Foreign Exchange (FX)
16 18 (2.52%) Freedom of Information
16 18 (2.52%) Freedom of Information Act
17 17 (2.38%) Applied Mathematics
18 16 (2.24%) Data Conversion
Operating Systems
1 52 (7.29%) Linux
2 37 (5.19%) Windows
3 15 (2.10%) UNIX
4 3 (0.42%) Ubuntu
5 2 (0.28%) Red Hat Enterprise Linux
6 1 (0.14%) Apple iOS
6 1 (0.14%) Windows Server 2012
6 1 (0.14%) Windows Server 2008
6 1 (0.14%) Mac OS X
Processes & Methodologies
1 377 (52.88%) Analytics
2 269 (37.73%) Business Intelligence
3 182 (25.53%) Data Analysis
4 133 (18.65%) ETL
5 103 (14.45%) Data Modelling
6 90 (12.62%) Data Management
7 81 (11.36%) Machine Learning
8 76 (10.66%) Data Analytics
9 73 (10.24%) Statistical Analysis
10 67 (9.40%) Agile Software Development
11 64 (8.98%) Information Management
12 63 (8.84%) CRM
13 59 (8.27%) Predictive Modelling
14 57 (7.99%) Project Management
15 56 (7.85%) Data Architecture
16 50 (7.01%) MapReduce
17 47 (6.59%) Statistical Modelling
18 41 (5.75%) Predictive Analytics
19 39 (5.47%) Open Source
20 38 (5.33%) TDD
Programming Languages
1 385 (54.00%) SQL
2 234 (32.82%) R
3 215 (30.15%) Python
4 122 (17.11%) Java
5 62 (8.70%) PL/SQL
6 59 (8.27%) T-SQL
7 56 (7.85%) MATLAB
8 45 (6.31%) C++
9 38 (5.33%) Scala
10 34 (4.77%) C#
11 31 (4.35%) C
12 28 (3.93%) Ruby
13 27 (3.79%) JavaScript
14 25 (3.51%) VBA
15 23 (3.23%) Perl
16 21 (2.95%) Bash Shell
17 15 (2.10%) Clojure
18 14 (1.96%) Shell Script
19 10 (1.40%) VB
20 7 (0.98%) PowerShell
Qualifications
1 174 (24.40%) Degree
2 61 (8.56%) PhD
3 22 (3.09%) Oracle Certification
4 19 (2.66%) OCP
5 7 (0.98%) Cisco Certification
5 7 (0.98%) Microsoft Certification
6 6 (0.84%) CCNA
6 6 (0.84%) MCP
6 6 (0.84%) MCSD
6 6 (0.84%) MCDBA
6 6 (0.84%) MCITP
7 5 (0.70%) CEH
8 4 (0.56%) ISEB
9 3 (0.42%) CISA
10 2 (0.28%) PRINCE2 Certification
10 2 (0.28%) Postgraduate
11 1 (0.14%) CCIE
11 1 (0.14%) ITIL Certification
11 1 (0.14%) PMP
11 1 (0.14%) PMI Certification
Quality Assurance & Compliance
1 19 (2.66%) QA
2 18 (2.52%) Data Quality
3 3 (0.42%) Dodd-Frank
3 3 (0.42%) SLA
4 2 (0.28%) Solvency II
4 2 (0.28%) AIFMD
4 2 (0.28%) EMIR
4 2 (0.28%) MiFID
5 1 (0.14%) Basel II
System Software
1 10 (1.40%) HDFS
2 6 (0.84%) vSphere
3 5 (0.70%) KVM
4 4 (0.56%) VirtualBox
5 3 (0.42%) Oracle RAC
6 2 (0.28%) Active Directory
7 1 (0.14%) VMware ESX
7 1 (0.14%) UAG
7 1 (0.14%) VMware Infrastructure
7 1 (0.14%) XenApp
7 1 (0.14%) EMC RecoverPoint
Systems Management
1 6 (0.84%) Puppet
2 5 (0.70%) WSUS
3 4 (0.56%) Vagrant
4 1 (0.14%) Opscode Chef
4 1 (0.14%) EMC NetWorker
4 1 (0.14%) Nagios
Vendors
1 169 (23.70%) Oracle
2 117 (16.41%) Microsoft
3 98 (13.74%) Tableau
4 46 (6.45%) IBM
5 43 (6.03%) SAP
6 24 (3.37%) Google
7 23 (3.23%) Cognos
7 23 (3.23%) Informatica
8 22 (3.09%) Salesforce.com
9 18 (2.52%) Teradata
10 16 (2.24%) Alterian
11 15 (2.10%) Greenplum
11 15 (2.10%) Vertica
12 13 (1.82%) MicroStrategy
12 13 (1.82%) Adobe
13 12 (1.68%) i2
13 12 (1.68%) Netezza
14 11 (1.54%) Hyperion
15 9 (1.26%) Hortonworks
15 9 (1.26%) Cloudera
London
C4 Commerce
Salary: From £35,000 to £45,000 per annum
Posted: 2 hours ago
London
C4 Commerce
Salary: From £65,000 to £75,000 per annum
Posted: 2 hours ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum
Posted: 5 hours ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum, Benefits Excellent Benefits & Bonus
Posted: 5 hours ago
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: 5 hours ago
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 22 hours ago
London
First Point
Salary: £70000 - £80000 per annum + Bonus, benefits
Posted: 22 hours ago
London
Computer People
Salary: £45000.00 - £55000.00 per annum + + benefits
Posted: Yesterday
London
Executive Recruitment Services (ERS)
Posted: Yesterday
London
Careerwise
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £35k - £60k plus benefits.
Posted: Yesterday
London
McGregor Boyall
Salary: £23000.00 - £25000.00 per annum
Posted: Yesterday
London
Dixons Carphone
Salary: Negotiable
Posted: 2 days ago
City, London
Hays Finance Technology
Salary: £60000.00 - £95000.00 per annum
Posted: 2 days ago
London
EXCELerate
Salary: Circa £90k Health Care and Pension
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £70,000-£90,000 plus attractive benefits,
Posted: 3 days ago
London
Verticality Ltd
Salary: £60000 - £80000 per annum
Posted: 3 days ago
London
Salt
Salary: £85000 - £100000 per annum + Excellent Benefits & Bonus
Posted: 3 days ago
London
ISL
Salary: £80000 - £100000 per annum + Benefits
Posted: 4 days ago