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

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Data Mining
Rank 326 326 347
Rank change year-on-year
0 +21
Permanent jobs citing Data Mining 377 405 308
As % of all permanent IT jobs located in London 0.85% 0.84% 0.69%
As % of the Database & Business Intelligence category 2.83% 2.73% 2.37%
Number of salaries quoted 279 347 249
Average salary £60,000 £60,000 £50,000
Average salary % change year-on-year
- +20.00%
90% offered a salary of more than £32,500 £35,000 £35,000
10% offered a salary of more than £85,000 £80,000 £75,000
UK excluding London average salary £45,000 £40,000 £45,000
% change year-on-year
+12.50% -11.11%
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
13345 14841 12985
As % of all permanent IT jobs located in London 30.17% 30.83% 29.27%
Number of salaries quoted 11285 12932 11224
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 £38,500 £36,500 £35,000
10% offered a salary of more than £80,000 £75,000 £75,000
UK excluding London average salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +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 31 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 31 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 -5 84 £60,000 -7.69% 24
Brentford - 8 £35,000 - 1
Twickenham - 3 £40,000 - 2
Isleworth - 1 £42,500 - 2
Wimbledon - 1 £32,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 31 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.

1 412 (53.86%) SQL
2 403 (52.68%) Analytics
3 306 (40.00%) Business Intelligence
4 299 (39.08%) Analytical Skills
5 223 (29.15%) R
6 222 (29.02%) Big Data
7 215 (28.10%) Python
8 210 (27.45%) Finance
9 205 (26.80%) Degree
10 196 (25.62%) Oracle
11 193 (25.23%) Data Warehouse
12 190 (24.84%) Data Analysis
13 177 (23.14%) SAS
14 167 (21.83%) Statistics
15 161 (21.05%) Hadoop
16 158 (20.65%) SQL Server
17 154 (20.13%) Visualisation
18 151 (19.74%) ETL
19 139 (18.17%) Marketing
20 136 (17.78%) Computer Science
21 128 (16.73%) Mathematics
22 123 (16.08%) SPSS
23 122 (15.95%) Microsoft
24 121 (15.82%) Data Modelling
24 121 (15.82%) Java
25 108 (14.12%) Tableau
26 105 (13.73%) Data Management
27 96 (12.55%) MS Excel
28 95 (12.42%) Algorithms
29 88 (11.50%) OLAP

Data Mining
Top Related IT Skills in London by Category

For the 6 months to 31 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
1 177 (23.14%) SAS
2 44 (5.75%) Apache Spark
3 37 (4.84%) SharePoint
4 32 (4.18%) Apache Pig
5 25 (3.27%) Elasticsearch
6 9 (1.18%) CMS
7 7 (0.92%) FileNet
7 7 (0.92%) Tomcat
7 7 (0.92%) Apache Solr
8 6 (0.78%) Gentran
9 5 (0.65%) OpenStack
10 4 (0.52%) Apache
11 2 (0.26%) WordPress
11 2 (0.26%) WebSphere
12 1 (0.13%) WorkSite
12 1 (0.13%) Drupal
12 1 (0.13%) Node.js
12 1 (0.13%) IIS
12 1 (0.13%) MS Exchange
12 1 (0.13%) SharePoint Server
Applications
1 123 (16.08%) SPSS
2 96 (12.55%) MS Excel
3 46 (6.01%) MS Office
4 40 (5.23%) PowerPivot
5 30 (3.92%) MS PowerPoint
6 14 (1.83%) MS Visio
7 11 (1.44%) Stata
8 6 (0.78%) CPLEX
8 6 (0.78%) Weka
9 5 (0.65%) S-PLUS
9 5 (0.65%) MS Project
10 3 (0.39%) Gephi
11 1 (0.13%) Spreadsheet
Business Applications
1 10 (1.31%) Oracle EBS
1 10 (1.31%) Hyperion Planning
2 9 (1.18%) Oracle Financials
3 8 (1.05%) Oracle Applications
3 8 (1.05%) HFM
3 8 (1.05%) Dynamics CRM
4 4 (0.52%) Rolfe and Nolan
4 4 (0.52%) Unica
4 4 (0.52%) RiskWrite
5 3 (0.39%) SAP InfiniteInsight
6 2 (0.26%) Cognos Business Intelligence
6 2 (0.26%) WebTrends
6 2 (0.26%) Remedy ITSM
6 2 (0.26%) Remedy AR System
6 2 (0.26%) Eagle PACE
6 2 (0.26%) Markit EDM
7 1 (0.13%) Adobe Campaign
7 1 (0.13%) SAP MDM
7 1 (0.13%) Dynamics AX
Cloud Services
1 45 (5.88%) Amazon AWS
2 20 (2.61%) Google Analytics
3 16 (2.09%) SaaS
4 12 (1.57%) Microsoft Azure
5 11 (1.44%) Amazon EMR
6 6 (0.78%) Azure Machine Learning
7 4 (0.52%) Amazon EC2
8 3 (0.39%) Google Cloud Platform
8 3 (0.39%) Amazon Kinesis
9 2 (0.26%) AWS Elastic Beanstalk
9 2 (0.26%) Amazon ELB
9 2 (0.26%) Amazon S3
9 2 (0.26%) IaaS
9 2 (0.26%) Adobe Analytics
10 1 (0.13%) Route 53
Communications & Networking
1 8 (1.05%) SAN
2 6 (0.78%) Cisco Nexus
2 6 (0.78%) HTTPS
3 5 (0.65%) DNS
3 5 (0.65%) LDAP
3 5 (0.65%) TCP/IP
3 5 (0.65%) TACACS
3 5 (0.65%) VLAN
3 5 (0.65%) Fibre Channel
4 4 (0.52%) Internet
5 3 (0.39%) Intranet
6 2 (0.26%) DWDM
6 2 (0.26%) HTTP
6 2 (0.26%) SSL
6 2 (0.26%) SDH
7 1 (0.13%) VoIP
7 1 (0.13%) DHCP
7 1 (0.13%) Ethernet
7 1 (0.13%) SNA
7 1 (0.13%) Broadband
Database & Business Intelligence
1 222 (29.02%) Big Data
2 193 (25.23%) Data Warehouse
3 161 (21.05%) Hadoop
4 158 (20.65%) SQL Server
5 88 (11.50%) OLAP
6 85 (11.11%) Relational Database
7 83 (10.85%) SQL Server Integration Services
8 72 (9.41%) SQL Server Reporting Services
9 69 (9.02%) SQL Server Analysis Services
10 64 (8.37%) QlikView
11 58 (7.58%) Apache Hive
12 57 (7.45%) NoSQL
13 56 (7.32%) Text Mining
14 52 (6.80%) Oracle OLAP
14 52 (6.80%) Oracle Database
15 46 (6.01%) BusinessObjects
16 38 (4.97%) MongoDB
17 37 (4.84%) Oracle Database 11g
18 34 (4.44%) Oracle BI EE
18 34 (4.44%) Oracle Database 12c
Development Applications
1 26 (3.40%) Toad
2 18 (2.35%) Git (software)
3 12 (1.57%) JUnit
4 9 (1.18%) Subversion
5 8 (1.05%) EasyMock
6 5 (0.65%) Maven
7 4 (0.52%) Visual Studio
7 4 (0.52%) Oracle Forms
7 4 (0.52%) Oracle APEX
7 4 (0.52%) Ant
7 4 (0.52%) Jenkins
8 3 (0.39%) Gradle
8 3 (0.39%) Talend Open Studio
8 3 (0.39%) Mercurial
8 3 (0.39%) Eclipse
8 3 (0.39%) JIRA
9 2 (0.26%) PHPUnit
10 1 (0.13%) DbUnit
10 1 (0.13%) jMock
10 1 (0.13%) ProC
General
1 210 (27.45%) Finance
2 139 (18.17%) Marketing
3 78 (10.20%) Banking
4 66 (8.63%) Retail
5 45 (5.88%) Legal
6 35 (4.58%) Telecoms
7 24 (3.14%) Publishing
8 23 (3.01%) Financial Institution
9 21 (2.75%) Games
10 19 (2.48%) Multimedia
11 18 (2.35%) Advertising
12 10 (1.31%) Investment Banking
13 7 (0.92%) Law
14 6 (0.78%) Manufacturing
14 6 (0.78%) Automotive
15 4 (0.52%) Pharmaceutical
15 4 (0.52%) Retail Banking
16 3 (0.39%) Front Office
17 2 (0.26%) Electronics
17 2 (0.26%) Aerospace
Job Titles
1 218 (28.50%) Analyst
2 159 (20.78%) Data Scientist
3 101 (13.20%) Developer
4 92 (12.03%) Data Analyst
5 76 (9.93%) Consultant
6 75 (9.80%) Architect
7 48 (6.27%) Business Intelligence Consultant
8 37 (4.84%) Senior Analyst
9 36 (4.71%) Oracle Developer
10 35 (4.58%) Solutions Architect
11 32 (4.18%) Senior Developer
12 30 (3.92%) Data Architect
12 30 (3.92%) Business Analyst
12 30 (3.92%) Data Manager
13 27 (3.53%) Support Analyst
14 25 (3.27%) Java Developer
15 23 (3.01%) Business Intelligence Architect
16 22 (2.88%) Senior Oracle Developer
17 20 (2.61%) Business Intelligence Analyst
17 20 (2.61%) Senior Consultant
Libraries, Frameworks & Software Standards
1 30 (3.92%) Web Services
2 27 (3.53%) .NET
3 26 (3.40%) XML
3 26 (3.40%) MDX
4 25 (3.27%) Natural Language Processing
5 24 (3.14%) D3.js
6 21 (2.75%) Pandas
6 21 (2.75%) HTML
7 18 (2.35%) Spring
7 18 (2.35%) Kafka
8 10 (1.31%) REST
8 10 (1.31%) scikit-learn
8 10 (1.31%) SciPy
8 10 (1.31%) Hibernate
9 9 (1.18%) SOAP
10 8 (1.05%) ASP.NET
11 7 (0.92%) CSS
11 7 (0.92%) NumPy
11 7 (0.92%) Matplotlib
11 7 (0.92%) htmlwidgets
Miscellaneous
1 299 (39.08%) Analytical Skills
2 167 (21.83%) Statistics
3 154 (20.13%) Visualisation
4 136 (17.78%) Computer Science
5 128 (16.73%) Mathematics
6 95 (12.42%) Algorithms
7 57 (7.45%) Data Integration
8 47 (6.14%) Physics
9 44 (5.75%) Management Information System
10 39 (5.10%) Data Structures
11 34 (4.44%) Neural Network
12 29 (3.79%) Data Extraction
13 27 (3.53%) Social Network
14 26 (3.40%) Economics
15 19 (2.48%) Data Protection Act
16 18 (2.35%) Freedom of Information Act
16 18 (2.35%) Freedom of Information
17 17 (2.22%) Foreign Exchange (FX)
17 17 (2.22%) Applied Mathematics
18 16 (2.09%) Cybercrime
Operating Systems
1 59 (7.71%) Linux
2 38 (4.97%) Windows
3 13 (1.70%) UNIX
4 5 (0.65%) Ubuntu
5 2 (0.26%) Red Hat Enterprise Linux
6 1 (0.13%) Apple iOS
6 1 (0.13%) Windows Server 2012
6 1 (0.13%) Windows Server 2008
6 1 (0.13%) Mac OS X
Processes & Methodologies
1 403 (52.68%) Analytics
2 306 (40.00%) Business Intelligence
3 190 (24.84%) Data Analysis
4 151 (19.74%) ETL
5 121 (15.82%) Data Modelling
6 105 (13.73%) Data Management
7 79 (10.33%) Machine Learning
7 79 (10.33%) Data Analytics
8 73 (9.54%) Statistical Analysis
9 72 (9.41%) Information Management
10 71 (9.28%) Agile Software Development
11 69 (9.02%) Predictive Modelling
12 58 (7.58%) Data Architecture
12 58 (7.58%) CRM
13 57 (7.45%) Predictive Analytics
14 56 (7.32%) Statistical Modelling
15 55 (7.19%) Project Management
16 44 (5.75%) Data Visualisation
16 44 (5.75%) MapReduce
17 42 (5.49%) Business Analysis
Programming Languages
1 412 (53.86%) SQL
2 223 (29.15%) R
3 215 (28.10%) Python
4 121 (15.82%) Java
5 68 (8.89%) T-SQL
6 66 (8.63%) PL/SQL
7 51 (6.67%) C++
8 46 (6.01%) MATLAB
9 42 (5.49%) Scala
10 37 (4.84%) C#
11 27 (3.53%) C
12 23 (3.01%) Ruby
13 20 (2.61%) VBA
14 19 (2.48%) JavaScript
15 17 (2.22%) Perl
16 15 (1.96%) Bash Shell
17 10 (1.31%) Clojure
18 9 (1.18%) Shell Script
19 7 (0.92%) PowerShell
19 7 (0.92%) Go
Qualifications
1 205 (26.80%) Degree
2 69 (9.02%) PhD
3 22 (2.88%) Oracle Certification
4 19 (2.48%) OCP
5 7 (0.92%) CISA
5 7 (0.92%) MCP
5 7 (0.92%) Cisco Certification
5 7 (0.92%) Microsoft Certification
6 6 (0.78%) CCNA
6 6 (0.78%) MCSD
6 6 (0.78%) MCDBA
6 6 (0.78%) MCITP
7 5 (0.65%) CEH
7 5 (0.65%) ISEB
8 2 (0.26%) Postgraduate
8 2 (0.26%) PRINCE2 Certification
9 1 (0.13%) PMP
9 1 (0.13%) PMI Certification
9 1 (0.13%) ACCA
9 1 (0.13%) CISM
Quality Assurance & Compliance
1 29 (3.79%) Data Quality
2 15 (1.96%) QA
3 4 (0.52%) SLA
4 3 (0.39%) Solvency II
4 3 (0.39%) Dodd-Frank
5 2 (0.26%) AIFMD
5 2 (0.26%) EMIR
5 2 (0.26%) MiFID
6 1 (0.13%) Basel II
6 1 (0.13%) COBIT
System Software
1 14 (1.83%) HDFS
2 6 (0.78%) vSphere
3 5 (0.65%) KVM
4 4 (0.52%) Oracle RAC
5 2 (0.26%) Active Directory
6 1 (0.13%) VMware ESX
6 1 (0.13%) UAG
6 1 (0.13%) VMware Infrastructure
6 1 (0.13%) XenApp
6 1 (0.13%) EMC RecoverPoint
Systems Management
1 8 (1.05%) Puppet
2 5 (0.65%) WSUS
3 3 (0.39%) Opscode Chef
4 1 (0.13%) EMC NetWorker
4 1 (0.13%) Nagios
Vendors
1 196 (25.62%) Oracle
2 122 (15.95%) Microsoft
3 108 (14.12%) Tableau
4 56 (7.32%) IBM
5 45 (5.88%) SAP
6 29 (3.79%) Google
7 28 (3.66%) Cognos
8 25 (3.27%) Informatica
9 23 (3.01%) Salesforce.com
10 21 (2.75%) MicroStrategy
10 21 (2.75%) Netezza
10 21 (2.75%) Vertica
11 19 (2.48%) Cloudera
11 19 (2.48%) Greenplum
12 16 (2.09%) Teradata
13 13 (1.70%) Hyperion
13 13 (1.70%) Hortonworks
13 13 (1.70%) MapR
14 12 (1.57%) i2
15 11 (1.44%) Alterian
London
Jonathan Garth
Salary: From £65,000 to £90,000 per annum Excellent Package
Posted: Yesterday
London
Digitech Resourcing Ltd
Salary: From £40,000 to £45,000 per annum + Benefits
Posted: Yesterday
City, London
Venturi
Salary: £20000.00 - £24000.00 per annum + 10% bonus and benefits
Posted: Yesterday
Central London / West End
Client Server
Salary: £40k to £55k + benefits
Posted: Yesterday
City, London
Senitor Associates
Salary: £35000 - £45000 per annum + Excellent Benefits
Posted: Yesterday
City, London
Lloyds Banking Group
Salary: £50000 - £70000 per annum + Bens
Posted: Yesterday
City, London
Henderson Drake
Salary: From £35,000 to £50,000 per annum Bonus + Pension + Insurance + Dental
Posted: 2 days ago
London
Verticality Ltd
Salary: £60000 - £70000 per annum
Posted: 2 days ago
London
Careerwise UK Limited
Salary: £45000 - £85000 per annum
Posted: 2 days ago
City, London
Venturi
Salary: £50000 - £65000 per annum + full bens
Posted: 2 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum, Benefits Excellent Benefits & Bonus
Posted: 2 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum
Posted: 2 days ago
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: 2 days ago
London
Nicoll Curtin
Salary: £48000 per annum
Posted: 3 days ago
London
Boston Hale
Salary: £40000.00 - £50000.00 per annum
Posted: 3 days ago
City, London
The People Network
Salary: £55000 - £70000 per annum + Bonus (up to 25%), Pension, Health
Posted: 3 days ago
City, London
Betting Appointments
Salary: £40000 - £50000 per annum + excellent bonus scheme
Posted: 3 days ago
Central London / West End
Oxbridge Answers
Salary: 80,000-100,000
Posted: 3 days ago
City, London
Careerwise UK Limited
Posted: 3 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £75000 - £90000 per annum + Bonus + car allowance
Posted: 3 days ago