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 1 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
1 May 2015
Same period 2014 Same period 2013
Data Mining
Rank 316 265 320
Rank change year-on-year
-51 +55
Permanent jobs citing Data Mining 380 525 344
As % of all permanent IT jobs located in London 0.85% 1.07% 0.75%
As % of the Database & Business Intelligence category 2.78% 3.46% 2.50%
Number of salaries quoted 313 454 291
Average salary £57,500 £57,500 £52,500
Average salary % change year-on-year
- +9.52%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £80,000 £80,000 £74,500
UK excluding London average salary £45,000 £40,000 £39,000
% change year-on-year
+12.50% +2.56%
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
13668 15167 13739
As % of all permanent IT jobs located in London 30.73% 30.99% 30.11%
Number of salaries quoted 11729 12960 11910
Average salary £57,500 £52,500 £50,000
Average salary % change year-on-year
+9.52% +5.00%
90% offered a salary of more than £40,000 £35,000 £35,000
10% offered a salary of more than £80,000 £70,000 £75,000
UK excluding London average salary £41,000 £40,000 £39,000
% change year-on-year
+2.50% +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 1 May 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 1 May 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 -36 59 £54,000 -12.90% 16
Brentford -8 4 £30,000 +11.11% 1
Uxbridge -2 2 £52,500 +5.00%
Paddington - 2 - -
Docklands, London -5 1 £75,000 -
Romford - 1 £44,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 1 May 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.

1 402 (55.60%) SQL
2 354 (48.96%) Analytics
3 291 (40.25%) Analytical Skills
4 273 (37.76%) Business Intelligence
5 201 (27.80%) Finance
6 194 (26.83%) Big Data
7 193 (26.69%) Oracle
8 191 (26.42%) Data Warehouse
9 190 (26.28%) SQL Server
10 186 (25.73%) Python
11 180 (24.90%) Degree
12 175 (24.20%) Data Analysis
13 174 (24.07%) Visualisation
14 163 (22.54%) SAS
15 162 (22.41%) ETL
16 157 (21.72%) R
17 150 (20.75%) Statistics
18 148 (20.47%) Hadoop
19 147 (20.33%) Marketing
20 130 (17.98%) SPSS
21 122 (16.87%) Data Modelling
22 118 (16.32%) MS Excel
23 116 (16.04%) Microsoft
24 108 (14.94%) Mathematics
25 107 (14.80%) Computer Science
26 92 (12.72%) Tableau
27 90 (12.45%) SQL Server Integration Services
28 88 (12.17%) Java
29 85 (11.76%) Banking
29 85 (11.76%) Algorithms

Data Mining
Top Related IT Skills in London by Category

For the 6 months to 1 May 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
1 163 (22.54%) SAS
2 41 (5.67%) SharePoint
3 34 (4.70%) Apache Pig
4 23 (3.18%) Apache Spark
5 15 (2.07%) Elasticsearch
6 13 (1.80%) CMS
7 5 (0.69%) Gentran
8 4 (0.55%) Oracle Coherence
9 3 (0.41%) Apache
9 3 (0.41%) WebSphere
10 2 (0.28%) IIS
10 2 (0.28%) MS Exchange
10 2 (0.28%) Apache Solr
10 2 (0.28%) Node.js
11 1 (0.14%) SharePoint 2013
11 1 (0.14%) Exchange Server 2013
11 1 (0.14%) Exchange Server 2010
11 1 (0.14%) WordPress
11 1 (0.14%) WorkSite
11 1 (0.14%) Drupal
Applications
1 130 (17.98%) SPSS
2 118 (16.32%) MS Excel
3 51 (7.05%) MS Office
4 38 (5.26%) PowerPivot
5 29 (4.01%) MS PowerPoint
6 22 (3.04%) Stata
7 17 (2.35%) MS Visio
8 7 (0.97%) MS Project
9 6 (0.83%) Spreadsheet
9 6 (0.83%) Gephi
10 2 (0.28%) CPLEX
11 1 (0.14%) FastStats
Business Applications
1 11 (1.52%) Dynamics CRM
2 9 (1.24%) Cognos TM1
3 8 (1.11%) Oracle Financials
4 6 (0.83%) Unica
4 6 (0.83%) Oracle Applications
5 4 (0.55%) HFM
5 4 (0.55%) Oracle EBS
5 4 (0.55%) Hyperion Planning
6 3 (0.41%) Remedy ITSM
7 2 (0.28%) SAP InfiniteInsight
7 2 (0.28%) Remedy AR System
7 2 (0.28%) Cognos Business Intelligence
7 2 (0.28%) Oracle 11i
7 2 (0.28%) SAP MDM
7 2 (0.28%) Eagle PACE
7 2 (0.28%) Markit EDM
8 1 (0.14%) Scribe Insight
8 1 (0.14%) Adobe Campaign
8 1 (0.14%) SAP CRM
8 1 (0.14%) WebTrends
Cloud Services
1 43 (5.95%) Amazon AWS
2 30 (4.15%) Google Analytics
3 24 (3.32%) SaaS
4 13 (1.80%) Microsoft Azure
5 9 (1.24%) Cloud Computing
6 8 (1.11%) Amazon SQS
7 4 (0.55%) Adobe Analytics
7 4 (0.55%) Amazon EMR
7 4 (0.55%) Google Cloud Platform
8 3 (0.41%) Amazon EC2
9 2 (0.28%) PaaS
10 1 (0.14%) AWS Elastic Beanstalk
10 1 (0.14%) Amazon ElastiCache
10 1 (0.14%) Amazon ELB
10 1 (0.14%) Route 53
10 1 (0.14%) Amazon S3
Communications & Networking
1 9 (1.24%) Intranet
2 8 (1.11%) Firewall
3 7 (0.97%) WAN
4 6 (0.83%) VPN
4 6 (0.83%) MPLS
4 6 (0.83%) Internet
4 6 (0.83%) Cisco ASA
4 6 (0.83%) Cisco Nexus
4 6 (0.83%) NetScaler
5 5 (0.69%) Cisco PIX
5 5 (0.69%) SSL
5 5 (0.69%) TCP/IP
5 5 (0.69%) LAN
5 5 (0.69%) Cisco IOS
6 2 (0.28%) Broadband
7 1 (0.14%) Multicast
7 1 (0.14%) Wi-Fi
7 1 (0.14%) OSPF
7 1 (0.14%) DWDM
7 1 (0.14%) BGP
Database & Business Intelligence
1 194 (26.83%) Big Data
2 191 (26.42%) Data Warehouse
3 190 (26.28%) SQL Server
4 148 (20.47%) Hadoop
5 90 (12.45%) SQL Server Integration Services
6 84 (11.62%) OLAP
7 72 (9.96%) SQL Server Reporting Services
8 71 (9.82%) SQL Server Analysis Services
9 61 (8.44%) QlikView
10 60 (8.30%) Relational Database
11 58 (8.02%) MongoDB
12 51 (7.05%) NoSQL
13 47 (6.50%) Apache Hive
13 47 (6.50%) Oracle OLAP
14 46 (6.36%) Text Mining
15 45 (6.22%) Oracle Database
16 36 (4.98%) SQL Server 2008
17 34 (4.70%) SQL Server 2012
18 32 (4.43%) SAS Enterprise Miner
19 30 (4.15%) MySQL
Development Applications
1 12 (1.66%) Toad
2 8 (1.11%) Visual Studio
3 6 (0.83%) Oracle Forms
4 5 (0.69%) Team Foundation Server
4 5 (0.69%) Talend Open Studio
5 4 (0.55%) SQL Server Management Studio (SSMS)
6 3 (0.41%) JUnit
6 3 (0.41%) JIRA
7 2 (0.28%) Maven
7 2 (0.28%) Ant
7 2 (0.28%) PHPUnit
7 2 (0.28%) EasyMock
7 2 (0.28%) Jenkins
8 1 (0.14%) Gradle
8 1 (0.14%) Git (software)
8 1 (0.14%) DbUnit
8 1 (0.14%) Oracle APEX
8 1 (0.14%) jMock
8 1 (0.14%) Subversion
General
1 201 (27.80%) Finance
2 147 (20.33%) Marketing
3 85 (11.76%) Banking
4 64 (8.85%) Retail
5 33 (4.56%) Legal
6 29 (4.01%) Telecoms
7 16 (2.21%) Games
8 14 (1.94%) Advertising
8 14 (1.94%) Investment Banking
9 11 (1.52%) Financial Institution
10 8 (1.11%) Manufacturing
11 7 (0.97%) Publishing
11 7 (0.97%) Billing
12 6 (0.83%) Law
13 5 (0.69%) Automotive
13 5 (0.69%) Retail Banking
14 3 (0.41%) Pharmaceutical
15 2 (0.28%) Multimedia
15 2 (0.28%) Japanese Language
15 2 (0.28%) French Language
Job Titles
1 229 (31.67%) Analyst
2 128 (17.70%) Data Scientist
3 92 (12.72%) Developer
4 77 (10.65%) Consultant
5 76 (10.51%) Data Analyst
6 64 (8.85%) Architect
7 39 (5.39%) Business Intelligence Consultant
8 33 (4.56%) Senior Analyst
9 32 (4.43%) Business Analyst
10 30 (4.15%) Technical Analyst
11 29 (4.01%) Support Analyst
12 28 (3.87%) Insight Analyst
13 27 (3.73%) Solutions Architect
14 26 (3.60%) Data Architect
14 26 (3.60%) Senior Developer
15 24 (3.32%) Business Intelligence Architect
16 23 (3.18%) Business Intelligence Developer
17 22 (3.04%) Business Intelligence Analyst
18 21 (2.90%) Data Manager
19 20 (2.77%) Data Consultant
Libraries, Frameworks & Software Standards
1 35 (4.84%) .NET
2 30 (4.15%) XML
3 26 (3.60%) MDX
4 23 (3.18%) HTML
5 17 (2.35%) scikit-learn
6 16 (2.21%) Web Services
6 16 (2.21%) Pandas
7 15 (2.07%) Natural Language Processing
8 13 (1.80%) D3.js
9 11 (1.52%) RESTful
10 9 (1.24%) CSS
11 8 (1.11%) .NET Framework
11 8 (1.11%) ASP.NET
11 8 (1.11%) MSMQ
11 8 (1.11%) LAMP
11 8 (1.11%) SciPy
11 8 (1.11%) NumPy
12 7 (0.97%) Task Parallel Library
12 7 (0.97%) Matplotlib
12 7 (0.97%) Reactive Extensions
Miscellaneous
1 291 (40.25%) Analytical Skills
2 174 (24.07%) Visualisation
3 150 (20.75%) Statistics
4 108 (14.94%) Mathematics
5 107 (14.80%) Computer Science
6 85 (11.76%) Algorithms
7 50 (6.92%) Management Information System
8 43 (5.95%) Data Structures
9 40 (5.53%) Neural Network
10 37 (5.12%) User Experience
11 36 (4.98%) Data Integration
12 34 (4.70%) Open Source
13 30 (4.15%) Social Network
14 27 (3.73%) Physics
15 24 (3.32%) Economics
16 21 (2.90%) Data Extraction
17 14 (1.94%) Oracle Exalogic
18 13 (1.80%) Social Media
18 13 (1.80%) Artificial Intelligence
19 12 (1.66%) Performance Metrics
Operating Systems
1 59 (8.16%) Linux
2 58 (8.02%) Windows
3 21 (2.90%) UNIX
4 13 (1.80%) Ubuntu
5 7 (0.97%) Apple iOS
6 4 (0.55%) Android
7 2 (0.28%) Windows Server 2008
8 1 (0.14%) Windows Server 2012
8 1 (0.14%) Red Hat Enterprise Linux
8 1 (0.14%) Windows Server 2003
Processes & Methodologies
1 354 (48.96%) Analytics
2 273 (37.76%) Business Intelligence
3 175 (24.20%) Data Analysis
4 162 (22.41%) ETL
5 122 (16.87%) Data Modelling
6 76 (10.51%) Predictive Modelling
7 73 (10.10%) Data Analytics
8 70 (9.68%) Statistical Modelling
8 70 (9.68%) Machine Learning
9 65 (8.99%) CRM
10 61 (8.44%) Data Management
11 57 (7.88%) Agile Software Development
12 56 (7.75%) Data Architecture
13 52 (7.19%) Statistical Analysis
14 48 (6.64%) Predictive Analytics
14 48 (6.64%) Information Management
14 48 (6.64%) MapReduce
15 46 (6.36%) Data Governance
16 42 (5.81%) Project Management
17 39 (5.39%) Big Data Analytics
Programming Languages
1 402 (55.60%) SQL
2 186 (25.73%) Python
3 157 (21.72%) R
4 88 (12.17%) Java
5 65 (8.99%) PL/SQL
6 61 (8.44%) T-SQL
7 58 (8.02%) C#
8 46 (6.36%) C++
9 44 (6.09%) MATLAB
10 39 (5.39%) Scala
11 30 (4.15%) Ruby
12 25 (3.46%) JavaScript
13 22 (3.04%) VBA
14 15 (2.07%) C
15 11 (1.52%) F#
15 11 (1.52%) PHP
16 9 (1.24%) PowerShell
17 6 (0.83%) Perl
17 6 (0.83%) XQuery
17 6 (0.83%) HiveQL
Qualifications
1 180 (24.90%) Degree
2 74 (10.24%) PhD
3 16 (2.21%) Oracle Certification
4 15 (2.07%) OCP
5 12 (1.66%) Microsoft Certification
6 9 (1.24%) ISEB
6 9 (1.24%) MCP
7 8 (1.11%) MCITP
7 8 (1.11%) MCSD
7 8 (1.11%) MCDBA
8 6 (0.83%) Cisco Certification
8 6 (0.83%) CCIE
8 6 (0.83%) CISA
9 5 (0.69%) NVQ Level 3
9 5 (0.69%) CCNP
9 5 (0.69%) CCNA
10 3 (0.41%) MCSA
11 2 (0.28%) SC Cleared
11 2 (0.28%) Security Cleared
12 1 (0.14%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 19 (2.63%) Data Quality
2 9 (1.24%) Solvency II
2 9 (1.24%) ISO 9001
2 9 (1.24%) QA
3 7 (0.97%) Basel II
4 4 (0.55%) SLA
5 2 (0.28%) Dodd-Frank
6 1 (0.14%) COBIT
6 1 (0.14%) MiFID
6 1 (0.14%) ISO/IEC 27001
System Software
1 17 (2.35%) HDFS
2 6 (0.83%) Oracle RAC
3 5 (0.69%) Firmware
4 3 (0.41%) Active Directory
5 2 (0.28%) vSphere
5 2 (0.28%) VMware Infrastructure
6 1 (0.14%) Apache Flume
6 1 (0.14%) vCloud
6 1 (0.14%) EMC RecoverPoint
6 1 (0.14%) Hyper-V
6 1 (0.14%) XenApp
6 1 (0.14%) XenServer
6 1 (0.14%) UAG
6 1 (0.14%) Snort
Systems Management
1 4 (0.55%) Opscode Chef
2 3 (0.41%) Puppet
3 1 (0.14%) SCCM
3 1 (0.14%) SCOM
3 1 (0.14%) EMC NetWorker
Vendors
1 193 (26.69%) Oracle
2 116 (16.04%) Microsoft
3 92 (12.72%) Tableau
4 74 (10.24%) IBM
5 47 (6.50%) SAP
6 44 (6.09%) Business Objects
6 44 (6.09%) Cognos
7 39 (5.39%) Teradata
8 34 (4.70%) Google
9 31 (4.29%) Informatica
10 27 (3.73%) MicroStrategy
11 26 (3.60%) Cloudera
12 25 (3.46%) Netezza
13 23 (3.18%) Omniture
14 18 (2.49%) MapR
15 17 (2.35%) Hortonworks
15 17 (2.35%) Hyperion
16 16 (2.21%) Greenplum
17 15 (2.07%) JD Edwards
18 12 (1.66%) Ab Initio
City, London
Venturi
Salary: £62000 - £68000 per annum + full bens
Posted: Yesterday
London
Exposed Solutions
Salary: £35000 - £45000 per annum
Posted: Yesterday
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: Yesterday
City, London
Harrington Starr
Salary: £70000 - £95000 per annum + benefits+bonus+package
Posted: Yesterday
London
Oho Group Ltd.
Salary: £25000 - £50000 per annum, Benefits Excellent Benefits
Posted: 2 days ago
City, London
Betting Appointments
Salary: £35000 - £45000 per annum + excellent bonus scheme
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £75000 per annum, Benefits Bonus
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 2 days ago
London
ISL
Posted: 2 days ago
South West London
Nationwide People Ltd
Salary: £30000 - £35000 Per Annum plus benefits package and great of
Posted: 2 days ago
South West London
Nationwide People Ltd
Salary: £30000 - £35000 Per Annum plus benefits package and great of
Posted: 2 days ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum
Posted: 2 days ago
London
JM
Salary: £60000 - £70000 per annum
Posted: 3 days ago
London
EY
Salary: Competitive
Posted: 3 days ago
London
EY
Salary: Competitive
Posted: 3 days ago
London
ANSON MCCADE
Salary: £35k - £60k plus benefits.
Posted: 3 days ago
Central London / West End
Client Server
Salary: £40k to £55k + benefits
Posted: 3 days ago
London
ANSON MCCADE
Salary: £35,000 -£85,000, with excellent benefits
Posted: 3 days ago
London
ANSON MCCADE
Salary: £35k - £60k plus attractive benefits
Posted: 3 days ago
London
ISL
Salary: £50000 - £65000 per annum
Posted: 3 days ago