The first table below looks at the demand for Data Mining skills in IT jobs advertised for the City of London region. Included is a guide to the average salaries offered in IT jobs that have cited Data Mining over the 3 months to 23 July 2014 with a comparison to the same period in the previous 2 years. The second table is for comparison and provides aggregates for all of the Database & Business Intelligence category for the City of London region.

Location
3 months to
23 Jul 2014
Same period 2013 Same period 2012
Data Mining
Rank 210 252 263
Rank change year-on-year
+42 +11
Permanent jobs citing Data Mining 124 74 67
As % of all permanent IT jobs located in the City of London 1.01% 0.62% 0.51%
As % of the Database & Business Intelligence category 3.38% 2.29% 1.80%
Number of salaries quoted 111 66 58
Average salary £65,000 £59,250 £52,500
Average salary % change year-on-year
+9.70% +12.85%
90% offered a salary of more than £40,000 £31,250 £34,000
10% offered a salary of more than £80,000 £82,500 £65,000
UK excluding London average salary £42,500 £45,000 £42,000
% change year-on-year
-5.55% +7.14%
Database & Business Intelligence Category
City of London
Permanent IT job ads with a match in the
Database & Business Intelligence category
3674 3232 3715
As % of all permanent IT jobs located in the City of London 29.88% 26.91% 28.51%
Number of salaries quoted 3170 2862 3431
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £37,500 £35,000 £36,982
10% offered a salary of more than £80,000 £75,000 £72,500
UK excluding London average salary £40,000 £39,000 £38,000
% change year-on-year
+2.56% +2.63%
Data Mining
London

Data Mining
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the City of London region as a proportion of the total demand within the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in the City of London

Data Mining
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the City of London region.

Data Mining Salary Trend in the City of London

Data Mining
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Mining across the City of London region over the 3 months to 23 July 2014.

Data Mining Salary Histogram in the City of London

Data Mining
Top 30 Related IT Skills in the City of London

For the 6 months to 23 July 2014, IT jobs across the City of 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.

1 139 (55.38%) SQL
2 127 (50.60%) Finance
3 108 (43.03%) Analytics
4 86 (34.26%) Business Intelligence
5 81 (32.27%) Degree
6 77 (30.68%) Python
7 75 (29.88%) SAS
8 71 (28.29%) Java
8 71 (28.29%) Data Analysis
9 68 (27.09%) R
10 61 (24.30%) Visualisation
11 58 (23.11%) Big Data
11 58 (23.11%) Relational Database
12 57 (22.71%) SPSS
13 56 (22.31%) Data Warehouse
14 54 (21.51%) Data Modelling
15 52 (20.72%) SQL Server Integration Services
15 52 (20.72%) Predictive Modelling
16 50 (19.92%) Hadoop
16 50 (19.92%) Oracle
16 50 (19.92%) SQL Server
17 47 (18.73%) C++
17 47 (18.73%) Mathematics
18 46 (18.33%) SQL Server Reporting Services
19 45 (17.93%) Statistics
20 43 (17.13%) Retail
20 43 (17.13%) PhD
21 42 (16.73%) MATLAB
21 42 (16.73%) Neural Network
22 41 (16.33%) ETL

Data Mining
Top Related IT Skills in the City of London by Category

For the 6 months to 23 July 2014, IT jobs across the City of 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 75 (29.88%) SAS
2 15 (5.98%) BizTalk Server
3 11 (4.38%) Apache Pig
4 10 (3.98%) SharePoint
5 7 (2.79%) Oracle Workflow
5 7 (2.79%) Tornado
6 6 (2.39%) SharePoint 2010
7 5 (1.99%) SharePoint 2013
8 3 (1.20%) Apache Solr
8 3 (1.20%) SharePoint Server
8 3 (1.20%) Apache
9 1 (0.40%) NetWeaver
9 1 (0.40%) WebSphere
9 1 (0.40%) Sitecore CMS
9 1 (0.40%) CMS
Applications
1 57 (22.71%) SPSS
2 30 (11.95%) MS Excel
3 28 (11.16%) CPLEX
4 4 (1.59%) MS Office
5 3 (1.20%) MS PowerPoint
5 3 (1.20%) FastStats
6 2 (0.80%) MS Visio
Business Applications
1 4 (1.59%) Dynamics CRM
2 3 (1.20%) Hyperion Planning
2 3 (1.20%) Oracle EBS
2 3 (1.20%) HFM
2 3 (1.20%) Dynamics NAV
3 2 (0.80%) Cognos TM1
3 2 (0.80%) SAP BPC
3 2 (0.80%) Markit EDM
3 2 (0.80%) Eagle PACE
3 2 (0.80%) Eagle STAR
4 1 (0.40%) Dynamics AX
4 1 (0.40%) FRx
4 1 (0.40%) Remedy ITSM
4 1 (0.40%) Google Analytics
4 1 (0.40%) SAP Oil and Gas
4 1 (0.40%) SalesLogix
4 1 (0.40%) Oracle ERP
4 1 (0.40%) SAP CRM
4 1 (0.40%) Pivotal CRM
Cloud Services
1 2 (0.80%) Cloud Computing
Communications & Networking
1 8 (3.19%) Network Security
2 4 (1.59%) Internet
3 3 (1.20%) HTTP
Database & Business Intelligence
1 58 (23.11%) Big Data
1 58 (23.11%) Relational Database
2 56 (22.31%) Data Warehouse
3 52 (20.72%) SQL Server Integration Services
4 50 (19.92%) SQL Server
4 50 (19.92%) Hadoop
5 46 (18.33%) SQL Server Reporting Services
6 38 (15.14%) SQL Server Analysis Services
7 29 (11.55%) OLAP
8 28 (11.16%) SQL Server 2008
8 28 (11.16%) QlikView
9 21 (8.37%) Oracle Database
10 9 (3.59%) SQL Server 2012
10 9 (3.59%) SQL Server 2005
11 8 (3.19%) Oracle BI EE
11 8 (3.19%) BusinessObjects
12 7 (2.79%) DataStage
13 5 (1.99%) RDBMS
13 5 (1.99%) Oracle Database 11g
13 5 (1.99%) MS Access
Development Applications
1 4 (1.59%) Talend Open Studio
2 3 (1.20%) Jenkins
2 3 (1.20%) Maven
3 2 (0.80%) ERwin
4 1 (0.40%) jMock
4 1 (0.40%) JUnit
4 1 (0.40%) Visual Studio
4 1 (0.40%) SQL Server Management Studio (SSMS)
4 1 (0.40%) DbUnit
General
1 127 (50.60%) Finance
2 43 (17.13%) Retail
3 38 (15.14%) Banking
4 26 (10.36%) Advertising
5 23 (9.16%) Investment Banking
6 21 (8.37%) Marketing
7 15 (5.98%) Pharmaceutical
7 15 (5.98%) Financial Institution
8 10 (3.98%) Telecoms
9 7 (2.79%) Front Office
10 6 (2.39%) Retail Banking
11 4 (1.59%) Publishing
12 3 (1.20%) Games
12 3 (1.20%) Back Office
13 1 (0.40%) Electronics
13 1 (0.40%) Manufacturing
13 1 (0.40%) Billing
13 1 (0.40%) German Language
13 1 (0.40%) General Ledger
13 1 (0.40%) Local Government
Job Titles
1 66 (26.29%) Analyst
2 55 (21.91%) Data Scientist
3 35 (13.94%) Architect
4 34 (13.55%) Developer
5 25 (9.96%) Business Analyst
6 24 (9.56%) Data Analyst
7 21 (8.37%) Consultant
8 17 (6.77%) Data Architect
9 14 (5.58%) Business Intelligence Developer
10 10 (3.98%) Business Developer
11 9 (3.59%) Senior Consultant
12 8 (3.19%) Senior Analyst
12 8 (3.19%) Data Warehouse Developer
12 8 (3.19%) Business Intelligence Architect
13 7 (2.79%) Business Intelligence Manager
13 7 (2.79%) Python Developer
13 7 (2.79%) Banking Business Analyst
14 6 (2.39%) Investment Banking Business Analyst
14 6 (2.39%) Business Intelligence Analyst
15 5 (1.99%) Solutions Architect
Libraries, Frameworks & Software Standards
1 13 (5.18%) .NET
2 12 (4.78%) MDX
2 12 (4.78%) MapReduce
3 9 (3.59%) XML
4 8 (3.19%) Natural Language Processing
5 7 (2.79%) NumPy
5 7 (2.79%) Twisted
5 7 (2.79%) LAMP
6 5 (1.99%) Windows SharePoint Services
6 5 (1.99%) Web Services
6 5 (1.99%) jQuery
6 5 (1.99%) Twitter Bootstrap
7 4 (1.59%) HTML
7 4 (1.59%) CSS
7 4 (1.59%) SOAP
8 3 (1.20%) ASP.NET
8 3 (1.20%) Spring
8 3 (1.20%) Velocity
8 3 (1.20%) Sass
8 3 (1.20%) LESS
Miscellaneous
1 61 (24.30%) Visualisation
2 47 (18.73%) Mathematics
3 45 (17.93%) Statistics
4 42 (16.73%) Neural Network
5 36 (14.34%) Economics
6 32 (12.75%) Applied Mathematics
7 24 (9.56%) Computer Science
7 24 (9.56%) Digital Media
8 14 (5.58%) Credit Risk
9 11 (4.38%) Equities
10 10 (3.98%) Management Information System
11 9 (3.59%) Physics
11 9 (3.59%) Reference Data
11 9 (3.59%) Data Integration
12 8 (3.19%) Open Source
12 8 (3.19%) Cryptography
12 8 (3.19%) PKI
13 6 (2.39%) Derivative
13 6 (2.39%) Artificial Intelligence
13 6 (2.39%) Chemistry
Operating Systems
1 13 (5.18%) Linux
2 7 (2.79%) UNIX
Processes & Methodologies
1 108 (43.03%) Analytics
2 86 (34.26%) Business Intelligence
3 71 (28.29%) Data Analysis
4 54 (21.51%) Data Modelling
5 52 (20.72%) Predictive Modelling
6 41 (16.33%) ETL
7 31 (12.35%) Business Analysis
8 28 (11.16%) Logistic Regression
8 28 (11.16%) Cluster Analysis
9 26 (10.36%) Data Management
9 26 (10.36%) Investment Management
9 26 (10.36%) Data Analytics
10 23 (9.16%) Data Governance
10 23 (9.16%) CRM
11 20 (7.97%) Project Management
12 18 (7.17%) Statistical Analysis
13 17 (6.77%) Migration
14 15 (5.98%) Validation
15 14 (5.58%) PRINCE2
15 14 (5.58%) Statistical Modelling
Programming Languages
1 139 (55.38%) SQL
2 77 (30.68%) Python
3 71 (28.29%) Java
4 68 (27.09%) R
5 47 (18.73%) C++
6 42 (16.73%) MATLAB
7 30 (11.95%) VBA
8 19 (7.57%) Data Mining Extensions (DMX)
9 18 (7.17%) Ruby
10 17 (6.77%) C#
11 16 (6.37%) T-SQL
12 14 (5.58%) Scala
13 12 (4.78%) PHP
14 10 (3.98%) C
14 10 (3.98%) Clojure
15 7 (2.79%) VB
16 5 (1.99%) PL/SQL
17 3 (1.20%) JavaScript
17 3 (1.20%) Perl
17 3 (1.20%) Shell Script
Qualifications
1 81 (32.27%) Degree
2 43 (17.13%) PhD
3 8 (3.19%) CCNP
3 8 (3.19%) CCNA
3 8 (3.19%) CISSP
3 8 (3.19%) Cisco Certification
3 8 (3.19%) PRINCE2 Certification
4 5 (1.99%) Microsoft Certification
5 2 (0.80%) MCP
5 2 (0.80%) MCSD
5 2 (0.80%) MCDBA
5 2 (0.80%) MCITP
5 2 (0.80%) CITP
5 2 (0.80%) DV Cleared
5 2 (0.80%) Security Cleared
6 1 (0.40%) MBA
6 1 (0.40%) ISEB
Quality Assurance & Compliance
1 15 (5.98%) QA
2 8 (3.19%) Data Quality
2 8 (3.19%) SLA
2 8 (3.19%) ISO/IEC 27001
3 3 (1.20%) ISO 9000
4 1 (0.40%) Basel II
4 1 (0.40%) Solvency II
System Software
1 2 (0.80%) Oracle RAC
Systems Management
1 1 (0.40%) Control-M
1 1 (0.40%) Oracle EDQ
Vendors
1 50 (19.92%) Oracle
2 38 (15.14%) Microsoft
3 32 (12.75%) Tableau
4 25 (9.96%) Business Objects
5 13 (5.18%) Cognos
6 10 (3.98%) SAP
7 9 (3.59%) Informatica
7 9 (3.59%) MicroStrategy
8 6 (2.39%) Hyperion
9 5 (1.99%) Teradata
10 4 (1.59%) Alterian
10 4 (1.59%) IBM
10 4 (1.59%) Ab Initio
10 4 (1.59%) Talend
11 3 (1.20%) Endeca
11 3 (1.20%) Sybase
11 3 (1.20%) Siebel
12 2 (0.80%) Salesforce.com
12 2 (0.80%) Google
12 2 (0.80%) Netezza
City, London
Connectus
Salary: £45000 - £68000 per annum + benefits
Posted: Yesterday
City of London
Argyll Scott
Salary: £45000 - £50000 per annum
Posted: Yesterday
City, London
Vivid Resourcing Ltd
Salary: £50000 - £65000 per annum
Posted: Yesterday
City of London
Computer Futures
Salary: £55000 - £60000 per annum + competitive
Posted: 5 days ago
City of London
Computer Futures
Salary: £55000 - £60000 per annum + competitive
Posted: 5 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £75000 per annum + Benefits Package
Posted: 6 days ago
City of London
Huxley Associates
Salary: £28000 - £35000 per annum + competitive Package
Posted: 6 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £75000 per annum + Benefits Package
Posted: 15 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £50000 per annum + Benefits Package
Posted: 16 days ago
City, London
Truphone
Salary: From £55,000 to £60,000 per annum Excellent plus bonus & benefits
Posted: 20 days ago
City Of London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum, Benefits: Benefits & Bonus
Posted: 20 days ago