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 3 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Data Mining
Rank 310 286 316
Rank change year-on-year
-24 +30
Permanent jobs citing Data Mining 390 459 340
As % of all permanent IT jobs located in London 0.87% 0.94% 0.77%
As % of the Database & Business Intelligence category 2.81% 3.02% 2.65%
Number of salaries quoted 275 393 273
Average salary £60,000 £60,000 £50,000
Average salary % change year-on-year
- +20.00%
90% offered a salary of more than £32,900 £35,000 £35,000
10% offered a salary of more than £85,000 £87,000 £75,000
UK excluding London average salary £45,000 £42,500 £42,000
% change year-on-year
+5.88% +1.19%
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
13886 15220 12849
As % of all permanent IT jobs located in London 31.15% 31.07% 29.14%
Number of salaries quoted 11789 13286 11179
Average salary £57,500 £55,000 £52,500
Average salary % change year-on-year
+4.54% +4.76%
90% offered a salary of more than £40,000 £37,000 £35,000
10% offered a salary of more than £80,000 £72,500 £77,500
UK excluding London average salary £42,000 £40,000 £38,500
% change year-on-year
+5.00% +3.89%

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 3 July 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 3 July 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 71 £57,500 -11.53% 27
Brentford - 8 £32,500 -
Uxbridge -1 1 £55,000 +1.85% 1
Romford - 1 £44,000 -
Wimbledon - 1 £32,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 3 July 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.

1 408 (54.33%) SQL
2 399 (53.13%) Analytics
3 310 (41.28%) Analytical Skills
4 299 (39.81%) Business Intelligence
5 220 (29.29%) Big Data
6 209 (27.83%) Python
7 207 (27.56%) R
8 204 (27.16%) Finance
9 192 (25.57%) Oracle
10 191 (25.43%) Degree
11 187 (24.90%) Data Warehouse
12 183 (24.37%) SAS
13 176 (23.44%) Data Analysis
14 171 (22.77%) Statistics
15 168 (22.37%) SQL Server
16 165 (21.97%) Visualisation
17 159 (21.17%) Hadoop
18 154 (20.51%) ETL
19 147 (19.57%) Marketing
20 133 (17.71%) Computer Science
21 130 (17.31%) SPSS
22 124 (16.51%) Microsoft
22 124 (16.51%) Mathematics
23 109 (14.51%) MS Excel
24 106 (14.11%) Tableau
25 105 (13.98%) Java
25 105 (13.98%) Data Modelling
26 94 (12.52%) Data Management
27 85 (11.32%) Algorithms
28 81 (10.79%) OLAP

Data Mining
Top Related IT Skills in London by Category

For the 6 months to 3 July 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 (24.37%) SAS
2 32 (4.26%) Apache Spark
3 30 (3.99%) Apache Pig
3 30 (3.99%) SharePoint
4 24 (3.20%) Elasticsearch
5 10 (1.33%) CMS
6 6 (0.80%) Tomcat
6 6 (0.80%) Gentran
7 5 (0.67%) OpenStack
7 5 (0.67%) Apache Solr
8 3 (0.40%) WebSphere
8 3 (0.40%) Apache
9 2 (0.27%) IIS
9 2 (0.27%) FileNet
9 2 (0.27%) WordPress
10 1 (0.13%) Oracle Coherence
10 1 (0.13%) WorkSite
10 1 (0.13%) Drupal
10 1 (0.13%) SharePoint Server
Applications
1 130 (17.31%) SPSS
2 109 (14.51%) MS Excel
3 53 (7.06%) MS Office
4 42 (5.59%) PowerPivot
5 33 (4.39%) MS PowerPoint
6 19 (2.53%) MS Visio
7 14 (1.86%) Stata
8 8 (1.07%) MS Project
9 5 (0.67%) CPLEX
9 5 (0.67%) Weka
10 3 (0.40%) Gephi
10 3 (0.40%) Spreadsheet
Business Applications
1 9 (1.20%) Oracle Financials
1 9 (1.20%) Dynamics CRM
2 8 (1.07%) Oracle EBS
2 8 (1.07%) Oracle Applications
2 8 (1.07%) Hyperion Planning
3 7 (0.93%) HFM
4 5 (0.67%) Unica
5 3 (0.40%) Remedy ITSM
5 3 (0.40%) SAP InfiniteInsight
6 2 (0.27%) Cognos Business Intelligence
6 2 (0.27%) SAP MDM
6 2 (0.27%) WebTrends
6 2 (0.27%) Remedy AR System
6 2 (0.27%) Eagle PACE
6 2 (0.27%) Rolfe and Nolan
6 2 (0.27%) Markit EDM
6 2 (0.27%) RiskWrite
7 1 (0.13%) Adobe Campaign
7 1 (0.13%) Dynamics AX
Cloud Services
1 43 (5.73%) Amazon AWS
2 24 (3.20%) Google Analytics
3 18 (2.40%) SaaS
4 10 (1.33%) Microsoft Azure
5 6 (0.80%) Amazon EMR
6 4 (0.53%) Amazon EC2
7 3 (0.40%) Adobe Analytics
7 3 (0.40%) Azure Machine Learning
8 2 (0.27%) Amazon S3
8 2 (0.27%) Amazon ELB
8 2 (0.27%) AWS Elastic Beanstalk
9 1 (0.13%) Route 53
Communications & Networking
1 8 (1.07%) TCP/IP
1 8 (1.07%) SAN
2 6 (0.80%) HTTPS
3 5 (0.67%) SSL
3 5 (0.67%) TACACS
3 5 (0.67%) VLAN
3 5 (0.67%) Fibre Channel
3 5 (0.67%) Cisco Nexus
3 5 (0.67%) Intranet
3 5 (0.67%) Internet
3 5 (0.67%) DNS
3 5 (0.67%) LDAP
4 2 (0.27%) Broadband
4 2 (0.27%) SDH
4 2 (0.27%) HTTP
4 2 (0.27%) DWDM
5 1 (0.13%) MPLS
5 1 (0.13%) OSPF
5 1 (0.13%) BGP
5 1 (0.13%) EIGRP
Database & Business Intelligence
1 220 (29.29%) Big Data
2 187 (24.90%) Data Warehouse
3 168 (22.37%) SQL Server
4 159 (21.17%) Hadoop
5 81 (10.79%) Relational Database
5 81 (10.79%) OLAP
6 80 (10.65%) SQL Server Integration Services
7 70 (9.32%) SQL Server Reporting Services
8 68 (9.05%) QlikView
8 68 (9.05%) SQL Server Analysis Services
9 60 (7.99%) Text Mining
10 59 (7.86%) Apache Hive
11 52 (6.92%) NoSQL
12 48 (6.39%) Oracle OLAP
13 45 (5.99%) Oracle Database
14 43 (5.73%) MongoDB
15 33 (4.39%) Oracle BI EE
16 32 (4.26%) Oracle Database 11g
16 32 (4.26%) Spotfire
17 30 (3.99%) RDBMS
Development Applications
1 29 (3.86%) Toad
2 16 (2.13%) Git (software)
3 10 (1.33%) JUnit
4 9 (1.20%) Subversion
5 6 (0.80%) EasyMock
6 5 (0.67%) Maven
6 5 (0.67%) Visual Studio
7 4 (0.53%) Ant
7 4 (0.53%) JIRA
7 4 (0.53%) Talend Open Studio
8 3 (0.40%) Mercurial
8 3 (0.40%) Gradle
8 3 (0.40%) Eclipse
9 2 (0.27%) Jenkins
9 2 (0.27%) Team Foundation Server
9 2 (0.27%) PHPUnit
10 1 (0.13%) DbUnit
10 1 (0.13%) Oracle Forms
10 1 (0.13%) Oracle APEX
10 1 (0.13%) jMock
General
1 204 (27.16%) Finance
2 147 (19.57%) Marketing
3 76 (10.12%) Banking
4 68 (9.05%) Retail
5 41 (5.46%) Legal
6 36 (4.79%) Telecoms
7 24 (3.20%) Publishing
8 20 (2.66%) Games
9 19 (2.53%) Advertising
9 19 (2.53%) Multimedia
10 15 (2.00%) Financial Institution
11 9 (1.20%) Investment Banking
12 7 (0.93%) Automotive
12 7 (0.93%) Law
12 7 (0.93%) Manufacturing
13 4 (0.53%) Billing
13 4 (0.53%) Pharmaceutical
13 4 (0.53%) Retail Banking
14 2 (0.27%) Japanese Language
14 2 (0.27%) Spanish Language
Job Titles
1 214 (28.50%) Analyst
2 158 (21.04%) Data Scientist
3 90 (11.98%) Developer
4 82 (10.92%) Data Analyst
5 75 (9.99%) Consultant
6 69 (9.19%) Architect
7 49 (6.52%) Business Intelligence Consultant
8 33 (4.39%) Solutions Architect
8 33 (4.39%) Senior Analyst
9 30 (3.99%) Oracle Developer
9 30 (3.99%) Support Analyst
9 30 (3.99%) Senior Developer
10 28 (3.73%) Data Architect
11 26 (3.46%) Data Manager
12 24 (3.20%) Business Intelligence Architect
13 23 (3.06%) Business Analyst
14 21 (2.80%) Senior Consultant
15 20 (2.66%) Java Developer
15 20 (2.66%) Senior Oracle Developer
16 19 (2.53%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 32 (4.26%) XML
2 26 (3.46%) Web Services
3 24 (3.20%) MDX
4 23 (3.06%) HTML
5 22 (2.93%) Natural Language Processing
5 22 (2.93%) D3.js
6 20 (2.66%) Pandas
7 17 (2.26%) .NET
8 16 (2.13%) Spring
9 11 (1.46%) scikit-learn
9 11 (1.46%) Kafka
10 10 (1.33%) SciPy
11 8 (1.07%) REST
11 8 (1.07%) Hibernate
11 8 (1.07%) ASP.NET
12 7 (0.93%) SOAP
12 7 (0.93%) NumPy
12 7 (0.93%) Matplotlib
12 7 (0.93%) htmlwidgets
13 6 (0.80%) CSS
Miscellaneous
1 310 (41.28%) Analytical Skills
2 171 (22.77%) Statistics
3 165 (21.97%) Visualisation
4 133 (17.71%) Computer Science
5 124 (16.51%) Mathematics
6 85 (11.32%) Algorithms
7 52 (6.92%) Data Integration
8 46 (6.13%) Data Structures
9 44 (5.86%) Physics
9 44 (5.86%) Management Information System
10 39 (5.19%) Neural Network
11 29 (3.86%) Social Network
12 27 (3.60%) Data Extraction
12 27 (3.60%) Economics
13 19 (2.53%) Data Protection Act
14 18 (2.40%) Freedom of Information Act
14 18 (2.40%) Freedom of Information
15 16 (2.13%) Cybercrime
16 15 (2.00%) Oracle Exalogic
17 14 (1.86%) Applied Mathematics
Operating Systems
1 59 (7.86%) Linux
2 44 (5.86%) Windows
3 16 (2.13%) UNIX
4 9 (1.20%) Ubuntu
5 2 (0.27%) Android
6 1 (0.13%) Red Hat Enterprise Linux
6 1 (0.13%) Apple iOS
6 1 (0.13%) Mac OS X
6 1 (0.13%) Windows Server 2003
Processes & Methodologies
1 399 (53.13%) Analytics
2 299 (39.81%) Business Intelligence
3 176 (23.44%) Data Analysis
4 154 (20.51%) ETL
5 105 (13.98%) Data Modelling
6 94 (12.52%) Data Management
7 76 (10.12%) Machine Learning
8 73 (9.72%) Statistical Analysis
9 72 (9.59%) Predictive Modelling
10 70 (9.32%) Data Analytics
11 68 (9.05%) Information Management
12 66 (8.79%) Agile Software Development
13 63 (8.39%) Statistical Modelling
14 59 (7.86%) CRM
15 56 (7.46%) Predictive Analytics
16 55 (7.32%) Project Management
17 54 (7.19%) Data Architecture
18 44 (5.86%) Data Visualisation
19 41 (5.46%) MapReduce
20 40 (5.33%) Data Governance
Programming Languages
1 408 (54.33%) SQL
2 209 (27.83%) Python
3 207 (27.56%) R
4 105 (13.98%) Java
5 66 (8.79%) T-SQL
6 64 (8.52%) PL/SQL
7 54 (7.19%) C++
8 42 (5.59%) MATLAB
9 38 (5.06%) Scala
10 37 (4.93%) C#
11 23 (3.06%) Ruby
12 22 (2.93%) C
13 21 (2.80%) JavaScript
13 21 (2.80%) VBA
14 15 (2.00%) Perl
15 13 (1.73%) Bash Shell
16 7 (0.93%) Go
16 7 (0.93%) PowerShell
16 7 (0.93%) PHP
17 6 (0.80%) ActionScript
Qualifications
1 191 (25.43%) Degree
2 72 (9.59%) PhD
3 22 (2.93%) Oracle Certification
4 19 (2.53%) OCP
5 7 (0.93%) CISA
5 7 (0.93%) MCP
5 7 (0.93%) Cisco Certification
5 7 (0.93%) Microsoft Certification
6 6 (0.80%) CCNA
6 6 (0.80%) MCSD
6 6 (0.80%) MCITP
6 6 (0.80%) MCDBA
7 5 (0.67%) CEH
7 5 (0.67%) ISEB
8 2 (0.27%) Postgraduate
8 2 (0.27%) NVQ Level 3
8 2 (0.27%) SC Cleared
8 2 (0.27%) Security Cleared
9 1 (0.13%) IIBA
9 1 (0.13%) CRISC
Quality Assurance & Compliance
1 25 (3.33%) Data Quality
2 10 (1.33%) QA
3 6 (0.80%) SLA
4 4 (0.53%) Solvency II
5 2 (0.27%) Basel II
6 1 (0.13%) COBIT
6 1 (0.13%) Dodd-Frank
6 1 (0.13%) ISO 9001
System Software
1 18 (2.40%) HDFS
2 5 (0.67%) vSphere
2 5 (0.67%) KVM
3 4 (0.53%) Oracle RAC
4 2 (0.27%) Active Directory
5 1 (0.13%) VMware ESX
5 1 (0.13%) VMware Infrastructure
Systems Management
1 8 (1.07%) Puppet
2 5 (0.67%) WSUS
3 3 (0.40%) Opscode Chef
4 1 (0.13%) Nagios
Vendors
1 192 (25.57%) Oracle
2 124 (16.51%) Microsoft
3 106 (14.11%) Tableau
4 68 (9.05%) IBM
5 42 (5.59%) SAP
6 37 (4.93%) Business Objects
7 34 (4.53%) Cognos
8 29 (3.86%) Google
9 26 (3.46%) MicroStrategy
10 25 (3.33%) Informatica
10 25 (3.33%) Cloudera
11 22 (2.93%) Netezza
11 22 (2.93%) Greenplum
12 21 (2.80%) Vertica
12 21 (2.80%) Teradata
13 17 (2.26%) Hortonworks
13 17 (2.26%) MapR
14 16 (2.13%) Salesforce.com
15 14 (1.86%) Hyperion
16 12 (1.60%) i2
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: 10 hours ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum
Posted: 10 hours ago
London
Opus Recruitment Solutions Ltd
Salary: Salary DOE
Posted: Yesterday
London
Digitech Resourcing Ltd
Salary: From £40,000 to £45,000 per annum + Benefits
Posted: Yesterday
City, London
Deerfoot IT Resources Ltd
Salary: £75000 - £90000 per annum + Bonus + car allowance
Posted: Yesterday
Isleworth, Middlesex
Think IT Recruitment
Salary: £35000.00 - £45000.00 per annum + Benefits
Posted: Yesterday
City, London
Progressive
Salary: competitive
Posted: Yesterday
City, London
SEC Recruitment Limited
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 2 days ago
London
Computer People
Salary: £650000.00 - £850000.00 per annum + + benefits
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £35k - £60k plus attractive benefits and extensive career progression
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £35k - £60k plus benefits.
Posted: 2 days ago
London
IT Works Recruitment Ltd
Salary: Excellent package !
Posted: 2 days ago
London
Hanover IT Recruitment
Salary: From £30,000 to £50,000 per annum
Posted: 3 days ago
London
Lorien Resourcing
Salary: £55000 - £60000 per annum + Car Allow + Bonus + Benefits
Posted: 3 days ago
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 3 days ago
City, London
Senitor Associates
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £70’000 to £90 000
Posted: 3 days ago
Central London / West End
ANSON MCCADE
Salary: £30,000 - £60,000k plus outstanding package
Posted: 3 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum, Benefits Excellent Benefits & Bonus
Posted: 3 days ago