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 30 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Mar 2015
Same period 2014 Same period 2013
Data Mining
Rank 336 281 337
Rank change year-on-year
-55 +56
Permanent jobs citing Data Mining 343 461 312
As % of all permanent IT jobs located in London 0.80% 1.01% 0.71%
As % of the Database & Business Intelligence category 2.68% 3.29% 2.33%
Number of salaries quoted 307 403 265
Average salary £55,000 £57,500 £52,500
Average salary % change year-on-year
-4.34% +9.52%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £82,500 £80,000 £80,000
UK excluding London average salary £45,000 £40,000 £41,000
% change year-on-year
+12.50% -2.43%
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
12821 14026 13397
As % of all permanent IT jobs located in London 29.73% 30.60% 30.40%
Number of salaries quoted 11049 11903 11618
Average salary £55,000 £55,000 £52,500
Average salary % change year-on-year
- +4.76%
90% offered a salary of more than £38,000 £35,500 £35,000
10% offered a salary of more than £76,500 £70,000 £75,000
UK excluding London average salary £40,000 £40,000 £40,000

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 30 March 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 30 March 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 -35 61 £51,000 -7.27% 12
Paddington - 4 - -
Brentford -5 2 £30,000 +11.11%
Morden - 2 £47,500 -
Sidcup - 1 £35,000 -
Isleworth - 1 £70,000 -
Southwark - 1 £40,000 -
Wimbledon - 1 £50,000 -
Docklands, London - 1 £75,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 30 March 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.

1 377 (51.71%) SQL
2 317 (43.48%) Analytics
3 274 (37.59%) Analytical Skills
4 235 (32.24%) Business Intelligence
5 205 (28.12%) Finance
6 195 (26.75%) Data Warehouse
7 192 (26.34%) Oracle
8 189 (25.93%) SQL Server
9 182 (24.97%) Big Data
10 181 (24.83%) Python
11 174 (23.87%) Data Analysis
12 160 (21.95%) ETL
13 157 (21.54%) Degree
14 151 (20.71%) Visualisation
15 145 (19.89%) SAS
16 140 (19.20%) Hadoop
17 132 (18.11%) R
18 130 (17.83%) MS Excel
19 122 (16.74%) Marketing
20 121 (16.60%) Data Modelling
21 120 (16.46%) Statistics
22 119 (16.32%) Microsoft
23 116 (15.91%) SPSS
24 98 (13.44%) Java
25 94 (12.89%) Mathematics
25 94 (12.89%) Computer Science
26 87 (11.93%) Algorithms
27 86 (11.80%) Banking
28 85 (11.66%) SQL Server Integration Services
29 79 (10.84%) Predictive Modelling

Data Mining
Top Related IT Skills in London by Category

For the 6 months to 30 March 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
1 145 (19.89%) SAS
2 41 (5.62%) Apache Pig
3 36 (4.94%) SharePoint
4 19 (2.61%) Apache Spark
5 14 (1.92%) Elasticsearch
6 13 (1.78%) CMS
7 8 (1.10%) Apache
8 7 (0.96%) MS Exchange
9 6 (0.82%) Oracle Coherence
9 6 (0.82%) Exchange Server 2010
9 6 (0.82%) Exchange Server 2013
10 5 (0.69%) Node.js
10 5 (0.69%) nginx
10 5 (0.69%) Tomcat
11 4 (0.55%) WebLogic
11 4 (0.55%) SharePoint Server
11 4 (0.55%) WebSphere
11 4 (0.55%) Gentran
11 4 (0.55%) JBoss
12 2 (0.27%) Apache Solr
Applications
1 130 (17.83%) MS Excel
2 116 (15.91%) SPSS
3 54 (7.41%) MS Office
4 34 (4.66%) PowerPivot
5 31 (4.25%) MS PowerPoint
6 23 (3.16%) Stata
6 23 (3.16%) MS Visio
7 9 (1.23%) Spreadsheet
8 6 (0.82%) Gephi
8 6 (0.82%) MS Project
9 2 (0.27%) Photoshop
9 2 (0.27%) Adobe Illustrator
9 2 (0.27%) FastStats
9 2 (0.27%) Mingle
10 1 (0.14%) Weka
10 1 (0.14%) CPLEX
Business Applications
1 26 (3.57%) Google Analytics
2 13 (1.78%) Dynamics CRM
3 9 (1.23%) Cognos TM1
4 5 (0.69%) Remedy ITSM
5 4 (0.55%) SalesLogix
5 4 (0.55%) Pivotal CRM
5 4 (0.55%) Oracle Applications
5 4 (0.55%) SAP CRM
6 3 (0.41%) Oracle EBS
6 3 (0.41%) HFM
6 3 (0.41%) SAP InfiniteInsight
6 3 (0.41%) Hyperion Planning
7 2 (0.27%) SiteCatalyst
7 2 (0.27%) Markit EDM
7 2 (0.27%) Eagle PACE
7 2 (0.27%) Cognos Business Intelligence
7 2 (0.27%) Remedy AR System
7 2 (0.27%) Oracle 11i
7 2 (0.27%) SAP MDM
Cloud Services
1 28 (3.84%) SaaS
2 18 (2.47%) Amazon AWS
3 15 (2.06%) Microsoft Azure
4 13 (1.78%) Cloud Computing
5 8 (1.10%) Amazon SQS
6 5 (0.69%) Google Cloud Platform
7 4 (0.55%) Amazon EMR
8 3 (0.41%) CloudBees
8 3 (0.41%) Amazon EC2
9 2 (0.27%) PaaS
9 2 (0.27%) Trello
10 1 (0.14%) AWS Elastic Beanstalk
10 1 (0.14%) Amazon ELB
10 1 (0.14%) Route 53
10 1 (0.14%) Amazon S3
Communications & Networking
1 11 (1.51%) Firewall
2 10 (1.37%) WAN
3 9 (1.23%) VPN
3 9 (1.23%) Intranet
3 9 (1.23%) Cisco ASA
3 9 (1.23%) NetScaler
3 9 (1.23%) Cisco Nexus
4 8 (1.10%) LAN
4 8 (1.10%) MPLS
4 8 (1.10%) Cisco IOS
4 8 (1.10%) Cisco PIX
5 6 (0.82%) Internet
6 5 (0.69%) SSL
6 5 (0.69%) TCP/IP
7 3 (0.41%) BIG-IP
7 3 (0.41%) F5 BIG-IP LTM
8 2 (0.27%) Intrusion Detection
8 2 (0.27%) Broadband
9 1 (0.14%) DHCP
9 1 (0.14%) HTTP
Database & Business Intelligence
1 195 (26.75%) Data Warehouse
2 189 (25.93%) SQL Server
3 182 (24.97%) Big Data
4 140 (19.20%) Hadoop
5 85 (11.66%) SQL Server Integration Services
6 73 (10.01%) OLAP
7 64 (8.78%) SQL Server Reporting Services
7 64 (8.78%) MongoDB
7 64 (8.78%) Relational Database
8 60 (8.23%) SQL Server Analysis Services
9 53 (7.27%) QlikView
10 51 (7.00%) Oracle Database
11 45 (6.17%) NoSQL
12 44 (6.04%) Apache Hive
13 43 (5.90%) SQL Server 2012
13 43 (5.90%) Oracle OLAP
13 43 (5.90%) MySQL
14 37 (5.08%) SQL Server 2008
15 32 (4.39%) SAS Enterprise Miner
16 26 (3.57%) DB2
Development Applications
1 13 (1.78%) Oracle Forms
2 11 (1.51%) Toad
3 8 (1.10%) SQL Server Management Studio (SSMS)
4 7 (0.96%) Visual Studio
5 6 (0.82%) Subversion
5 6 (0.82%) Team Foundation Server
6 5 (0.69%) Talend Open Studio
6 5 (0.69%) JIRA
7 4 (0.55%) Eclipse
8 3 (0.41%) NetBeans
8 3 (0.41%) Git (software)
9 2 (0.27%) Maven
9 2 (0.27%) Bugzilla
9 2 (0.27%) JUnit
9 2 (0.27%) PHPUnit
9 2 (0.27%) Jenkins
10 1 (0.14%) Ant
10 1 (0.14%) Oracle APEX
10 1 (0.14%) jMock
10 1 (0.14%) DbUnit
General
1 205 (28.12%) Finance
2 122 (16.74%) Marketing
3 86 (11.80%) Banking
4 62 (8.50%) Retail
5 27 (3.70%) Telecoms
6 17 (2.33%) Investment Banking
7 14 (1.92%) Legal
8 13 (1.78%) Advertising
9 12 (1.65%) Manufacturing
10 11 (1.51%) Games
11 9 (1.23%) Financial Institution
12 8 (1.10%) Billing
13 7 (0.96%) Publishing
14 6 (0.82%) French Language
15 5 (0.69%) Law
16 4 (0.55%) Front Office
16 4 (0.55%) Pharmaceutical
17 2 (0.27%) Automotive
17 2 (0.27%) Japanese Language
18 1 (0.14%) Spanish Language
Job Titles
1 239 (32.78%) Analyst
2 112 (15.36%) Data Scientist
3 109 (14.95%) Developer
4 79 (10.84%) Data Analyst
5 78 (10.70%) Consultant
6 55 (7.54%) Architect
7 36 (4.94%) Business Analyst
8 34 (4.66%) Technical Analyst
9 32 (4.39%) Business Intelligence Consultant
9 32 (4.39%) Support Analyst
10 30 (4.12%) Senior Analyst
11 28 (3.84%) Insight Analyst
12 26 (3.57%) Data Architect
13 25 (3.43%) Senior Developer
14 24 (3.29%) Business Intelligence Analyst
14 24 (3.29%) Business Intelligence Developer
15 21 (2.88%) DBA
16 20 (2.74%) Technical Support
16 20 (2.74%) Data Consultant
17 19 (2.61%) Senior Consultant
Libraries, Frameworks & Software Standards
1 43 (5.90%) .NET
2 36 (4.94%) XML
3 27 (3.70%) HTML
4 20 (2.74%) MDX
4 20 (2.74%) Pandas
5 17 (2.33%) scikit-learn
6 15 (2.06%) CSS
7 13 (1.78%) LAMP
7 13 (1.78%) RESTful
8 11 (1.51%) .NET Framework
9 10 (1.37%) Web Services
9 10 (1.37%) Natural Language Processing
10 9 (1.23%) D3.js
10 9 (1.23%) ASP.NET
10 9 (1.23%) jQuery
11 8 (1.10%) MSMQ
12 7 (0.96%) Task Parallel Library
12 7 (0.96%) Reactive Extensions
12 7 (0.96%) SciPy
13 6 (0.82%) NumPy
Miscellaneous
1 274 (37.59%) Analytical Skills
2 151 (20.71%) Visualisation
3 120 (16.46%) Statistics
4 94 (12.89%) Mathematics
4 94 (12.89%) Computer Science
5 87 (11.93%) Algorithms
6 56 (7.68%) Management Information System
7 44 (6.04%) Data Structures
8 42 (5.76%) User Experience
9 39 (5.35%) Neural Network
10 34 (4.66%) Data Integration
11 28 (3.84%) Open Source
12 25 (3.43%) Physics
13 21 (2.88%) Social Network
14 17 (2.33%) Economics
15 15 (2.06%) Social Media
16 13 (1.78%) Oracle Exalogic
16 13 (1.78%) Clustering
17 12 (1.65%) Artificial Intelligence
18 11 (1.51%) Data Extraction
Operating Systems
1 66 (9.05%) Windows
2 65 (8.92%) Linux
3 26 (3.57%) UNIX
4 15 (2.06%) Ubuntu
5 8 (1.10%) Windows Server 2008
6 7 (0.96%) Apple iOS
7 6 (0.82%) Android
8 4 (0.55%) Red Hat Enterprise Linux
9 3 (0.41%) CentOS
10 2 (0.27%) Windows Server 2003
11 1 (0.14%) Windows Server 2012
Processes & Methodologies
1 317 (43.48%) Analytics
2 235 (32.24%) Business Intelligence
3 174 (23.87%) Data Analysis
4 160 (21.95%) ETL
5 121 (16.60%) Data Modelling
6 79 (10.84%) Predictive Modelling
7 69 (9.47%) Agile Software Development
8 68 (9.33%) CRM
9 66 (9.05%) Machine Learning
10 65 (8.92%) Statistical Modelling
11 58 (7.96%) Data Analytics
12 55 (7.54%) Data Management
13 52 (7.13%) Data Architecture
14 50 (6.86%) Statistical Analysis
15 47 (6.45%) Data Governance
16 45 (6.17%) ITIL
17 40 (5.49%) E-Commerce
18 37 (5.08%) MapReduce
19 36 (4.94%) OO
19 36 (4.94%) Project Management
Programming Languages
1 377 (51.71%) SQL
2 181 (24.83%) Python
3 132 (18.11%) R
4 98 (13.44%) Java
5 66 (9.05%) C#
6 55 (7.54%) PL/SQL
7 47 (6.45%) MATLAB
8 45 (6.17%) Ruby
8 45 (6.17%) T-SQL
9 43 (5.90%) C++
10 41 (5.62%) JavaScript
11 40 (5.49%) Scala
12 24 (3.29%) PHP
13 18 (2.47%) VBA
14 14 (1.92%) C
15 13 (1.78%) F#
16 8 (1.10%) PowerShell
17 7 (0.96%) Perl
18 6 (0.82%) HiveQL
19 5 (0.69%) Bash Shell
Qualifications
1 157 (21.54%) Degree
2 70 (9.60%) PhD
3 15 (2.06%) Microsoft Certification
4 12 (1.65%) MCP
5 11 (1.51%) MCSD
5 11 (1.51%) MCDBA
5 11 (1.51%) MCITP
6 10 (1.37%) ISEB
7 8 (1.10%) Cisco Certification
7 8 (1.10%) CCIE
7 8 (1.10%) CCNP
7 8 (1.10%) CCNA
8 7 (0.96%) OCP
8 7 (0.96%) Oracle Certification
9 6 (0.82%) CISA
10 5 (0.69%) NVQ Level 3
10 5 (0.69%) SC Cleared
10 5 (0.69%) Security Cleared
11 4 (0.55%) MCSA
12 3 (0.41%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 17 (2.33%) Data Quality
2 14 (1.92%) ISO 9001
3 12 (1.65%) QA
4 8 (1.10%) Basel II
4 8 (1.10%) Solvency II
5 4 (0.55%) SLA
6 2 (0.27%) Dodd-Frank
7 1 (0.14%) EMIR
7 1 (0.14%) Basel III
7 1 (0.14%) ISO/IEC 27001
7 1 (0.14%) COBIT
7 1 (0.14%) MiFID
System Software
1 14 (1.92%) HDFS
2 12 (1.65%) Oracle RAC
3 8 (1.10%) Firmware
4 5 (0.69%) Apache Flume
5 2 (0.27%) Active Directory
5 2 (0.27%) Snort
5 2 (0.27%) vSphere
5 2 (0.27%) VMware Infrastructure
6 1 (0.14%) Hyper-V
6 1 (0.14%) XenApp
6 1 (0.14%) XenServer
6 1 (0.14%) EMC RecoverPoint
6 1 (0.14%) UAG
6 1 (0.14%) vCloud
Systems Management
1 7 (0.96%) Puppet
2 6 (0.82%) SCCM
2 6 (0.82%) SCOM
3 5 (0.69%) Opscode Chef
4 3 (0.41%) Ansible
4 3 (0.41%) Cacti
4 3 (0.41%) Nagios
5 2 (0.27%) Vagrant
6 1 (0.14%) EMC NetWorker
Vendors
1 192 (26.34%) Oracle
2 119 (16.32%) Microsoft
3 72 (9.88%) IBM
4 64 (8.78%) Tableau
5 46 (6.31%) Business Objects
6 42 (5.76%) Teradata
7 41 (5.62%) Cognos
8 33 (4.53%) SAP
9 32 (4.39%) Informatica
10 31 (4.25%) Google
11 30 (4.12%) Netezza
11 30 (4.12%) MicroStrategy
12 22 (3.02%) Omniture
12 22 (3.02%) Cloudera
13 16 (2.19%) MapR
14 15 (2.06%) Hyperion
15 14 (1.92%) Sybase
16 13 (1.78%) Cisco
16 13 (1.78%) Hortonworks
16 13 (1.78%) Hitachi
London
Salt
Salary: £45000 - £55000 per annum
Posted: 10 hours ago
Uxbridge, Middlesex
Salt
Salary: £45000 - £55000 per annum
Posted: 15 hours ago
London
ClearCube Consulting
Salary: From £80,000 to £100,000 per annum Benefits and Bonus
Posted: Yesterday
London
ClearCube Consulting
Salary: From £80,000 to £130,000 per annum up to 100k base. Total Package: 130
Posted: Yesterday
London
Know How Recruitment
Salary: Competitive
Posted: 2 days ago
City, London
Intelletect
Salary: From £45,000 to £75,000 per annum
Posted: 2 days ago
City, London
Betting Appointments
Salary: £35000 - £45000 per annum + excellent bonus scheme
Posted: 2 days ago
London
Logic Engagements Ltd
Salary: £40000 - £45000 per annum + Benefits
Posted: 2 days ago
London
Eutopia Solutions Ltd
Salary: £63000.00 per annum + 26% pension
Posted: 2 days ago
South East London
set2recruit
Salary: From £45,000 to £65,000 per annum £50k - £80k + Bonus and Benefits
Posted: 2 days ago
London
MoneySuperMarket.com
Posted: 2 days ago
City, London
Verticality Ltd
Salary: £40000 - £55000 per annum, Benefits Plus benefits
Posted: 2 days ago
City, London
Henderson Drake
Salary: From £35,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 3 days ago
London
ANSON MCCADE
Salary: £35k - £60k plus benefits.
Posted: 3 days ago
London
ANSON MCCADE
Salary: £35k-£60k+benefits+ career progression opportunities
Posted: 3 days ago
London
Venturi
Salary: £55000 - £85000 per annum + 15% bonus + Benefits
Posted: 3 days ago
London
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 3 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum, Benefits Excellent Benefits & Bonus
Posted: 3 days ago
London
Eutopia Solutions Ltd
Salary: £55000 - £65000 per annum
Posted: 3 days ago
London
Harnham
Salary: £40000 - £55000 per annum + Benefits
Posted: 4 days ago