The table below looks at the statistics 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 22 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Aug 2014
Same period 2013 Same period 2012
Data Mining
Rank 236 247 250
Rank change year-on-year
+11 +3
Permanent jobs citing Data Mining 90 73 85
As % of all permanent IT jobs located in the City of London 0.75% 0.60% 0.66%
As % of the Database & Business Intelligence category 2.56% 2.15% 2.32%
Number of salaries quoted 86 70 73
Average salary £65,000 £56,250 £52,500
Average salary % change year-on-year
+15.55% +7.14%
90% offered a salary of more than £40,000 £32,300 £33,000
10% offered a salary of more than £80,000 £75,500 £72,000
UK excluding London average salary £40,000 £45,000 £41,000
% change year-on-year
-11.11% +9.75%
Data Mining
London

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 City of London region.

Database & Business Intelligence Category
City of London
Permanent IT job ads with a match in the
Database & Business Intelligence category
3519 3400 3658
As % of all permanent IT jobs located in the City of London 29.22% 28.06% 28.45%
Number of salaries quoted 3063 3055 3380
Average salary £54,500 £55,000 £55,000
Average salary % change year-on-year
-0.90% -
90% offered a salary of more than £37,500 £37,500 £36,500
10% offered a salary of more than £75,000 £75,000 £72,500
UK excluding London average salary £40,000 £40,000 £38,500
% change year-on-year
- +3.89%

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 22 August 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 22 August 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.

1 122 (55.71%) SQL
2 114 (52.05%) Finance
3 94 (42.92%) Analytics
4 74 (33.79%) Degree
5 72 (32.88%) Python
6 70 (31.96%) SAS
7 67 (30.59%) Business Intelligence
8 64 (29.22%) Data Analysis
8 64 (29.22%) R
9 63 (28.77%) Java
10 61 (27.85%) Visualisation
11 55 (25.11%) Relational Database
11 55 (25.11%) SPSS
12 54 (24.66%) Predictive Modelling
13 52 (23.74%) Big Data
14 47 (21.46%) SQL Server Integration Services
15 46 (21.00%) Mathematics
16 45 (20.55%) SQL Server
17 44 (20.09%) C++
17 44 (20.09%) Data Warehouse
17 44 (20.09%) Statistics
17 44 (20.09%) Neural Network
17 44 (20.09%) Retail
17 44 (20.09%) Hadoop
18 43 (19.63%) SQL Server Reporting Services
19 42 (19.18%) Data Modelling
19 42 (19.18%) MATLAB
20 40 (18.26%) PhD
21 38 (17.35%) Economics
22 37 (16.89%) SQL Server Analysis Services

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

For the 6 months to 22 August 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 70 (31.96%) SAS
2 13 (5.94%) Apache Pig
2 13 (5.94%) BizTalk Server
3 7 (3.20%) SharePoint
3 7 (3.20%) Oracle Workflow
4 4 (1.83%) Tornado
4 4 (1.83%) SharePoint 2010
5 3 (1.37%) Apache
5 3 (1.37%) SharePoint Server
5 3 (1.37%) Apache Solr
5 3 (1.37%) SharePoint 2013
6 1 (0.46%) NetWeaver
6 1 (0.46%) CMS
6 1 (0.46%) WebSphere
6 1 (0.46%) Sitecore CMS
Applications
1 55 (25.11%) SPSS
2 29 (13.24%) CPLEX
3 22 (10.05%) MS Excel
4 4 (1.83%) MS Office
5 3 (1.37%) MS PowerPoint
6 2 (0.91%) FastStats
7 1 (0.46%) MS Visio
Business Applications
1 3 (1.37%) Dynamics NAV
1 3 (1.37%) Dynamics CRM
1 3 (1.37%) Google Analytics
2 2 (0.91%) Markit EDM
3 1 (0.46%) Oracle EBS
3 1 (0.46%) Oracle ERP
3 1 (0.46%) SAP CRM
3 1 (0.46%) Pivotal CRM
3 1 (0.46%) SAP Oil and Gas
3 1 (0.46%) Cognos TM1
3 1 (0.46%) HFM
3 1 (0.46%) SalesLogix
3 1 (0.46%) SAP BPC
3 1 (0.46%) Hyperion Planning
3 1 (0.46%) Remedy ITSM
3 1 (0.46%) FRx
Cloud Services
1 1 (0.46%) Amazon EC2
1 1 (0.46%) Amazon S3
1 1 (0.46%) Amazon EMR
Communications & Networking
1 8 (3.65%) Network Security
2 4 (1.83%) HTTP
3 3 (1.37%) Internet
Database & Business Intelligence
1 55 (25.11%) Relational Database
2 52 (23.74%) Big Data
3 47 (21.46%) SQL Server Integration Services
4 45 (20.55%) SQL Server
5 44 (20.09%) Data Warehouse
5 44 (20.09%) Hadoop
6 43 (19.63%) SQL Server Reporting Services
7 37 (16.89%) SQL Server Analysis Services
8 29 (13.24%) QlikView
9 27 (12.33%) OLAP
10 24 (10.96%) SQL Server 2008
11 14 (6.39%) Oracle Database
12 9 (4.11%) SQL Server 2012
13 8 (3.65%) SQL Server 2005
14 7 (3.20%) BusinessObjects
15 6 (2.74%) Apache Hive
16 4 (1.83%) Microsoft Analysis Services
16 4 (1.83%) Crystal Reports
16 4 (1.83%) MS Access
16 4 (1.83%) DTS
Development Applications
1 4 (1.83%) Jenkins
2 3 (1.37%) Maven
3 2 (0.91%) Git (software)
4 1 (0.46%) Visual Studio
4 1 (0.46%) JUnit
4 1 (0.46%) ERwin
4 1 (0.46%) Subversion
4 1 (0.46%) DbUnit
4 1 (0.46%) Talend Open Studio
4 1 (0.46%) jMock
4 1 (0.46%) SQL Server Management Studio (SSMS)
4 1 (0.46%) Yeoman
General
1 114 (52.05%) Finance
2 44 (20.09%) Retail
3 33 (15.07%) Banking
4 23 (10.50%) Advertising
5 22 (10.05%) Investment Banking
6 18 (8.22%) Marketing
7 15 (6.85%) Financial Institution
8 12 (5.48%) Pharmaceutical
9 9 (4.11%) Telecoms
10 7 (3.20%) Front Office
11 5 (2.28%) Retail Banking
12 3 (1.37%) Publishing
13 2 (0.91%) Back Office
14 1 (0.46%) Electronics
14 1 (0.46%) Manufacturing
14 1 (0.46%) Games
14 1 (0.46%) General Ledger
Job Titles
1 55 (25.11%) Data Scientist
2 51 (23.29%) Analyst
3 32 (14.61%) Developer
4 22 (10.05%) Architect
5 21 (9.59%) Data Analyst
6 18 (8.22%) Consultant
7 17 (7.76%) Business Analyst
8 14 (6.39%) Business Intelligence Developer
9 10 (4.57%) Business Developer
10 9 (4.11%) Senior Consultant
11 8 (3.65%) Business Intelligence Manager
11 8 (3.65%) Data Warehouse Developer
11 8 (3.65%) Data Architect
12 5 (2.28%) Solutions Architect
12 5 (2.28%) Project Manager
12 5 (2.28%) Senior Analyst
12 5 (2.28%) Banking Business Analyst
12 5 (2.28%) Business Intelligence Architect
12 5 (2.28%) Investment Banking Business Analyst
13 4 (1.83%) Business Intelligence Project Manager
Libraries, Frameworks & Software Standards
1 12 (5.48%) MDX
2 10 (4.57%) .NET
3 8 (3.65%) Natural Language Processing
4 7 (3.20%) LAMP
5 5 (2.28%) XML
5 5 (2.28%) jQuery
5 5 (2.28%) Twitter Bootstrap
5 5 (2.28%) Pandas
6 4 (1.83%) NumPy
6 4 (1.83%) Twisted
6 4 (1.83%) HTML
6 4 (1.83%) CSS
7 3 (1.37%) SOAP
7 3 (1.37%) Spring
7 3 (1.37%) Java SE
7 3 (1.37%) Windows SharePoint Services
7 3 (1.37%) Apache CXF
7 3 (1.37%) RESTful
7 3 (1.37%) Velocity
7 3 (1.37%) Sass
Miscellaneous
1 61 (27.85%) Visualisation
2 46 (21.00%) Mathematics
3 44 (20.09%) Statistics
3 44 (20.09%) Neural Network
4 38 (17.35%) Economics
5 33 (15.07%) Applied Mathematics
6 25 (11.42%) Digital Media
7 18 (8.22%) Computer Science
8 14 (6.39%) Credit Risk
9 10 (4.57%) Equities
10 9 (4.11%) Physics
11 8 (3.65%) Reference Data
11 8 (3.65%) Open Source
11 8 (3.65%) Cryptography
11 8 (3.65%) PKI
12 7 (3.20%) Artificial Intelligence
12 7 (3.20%) Chemistry
12 7 (3.20%) Psychology
12 7 (3.20%) Informatics
13 5 (2.28%) Foreign Exchange (FX)
Operating Systems
1 13 (5.94%) Linux
2 6 (2.74%) UNIX
Processes & Methodologies
1 94 (42.92%) Analytics
2 67 (30.59%) Business Intelligence
3 64 (29.22%) Data Analysis
4 54 (24.66%) Predictive Modelling
5 42 (19.18%) Data Modelling
6 32 (14.61%) ETL
7 30 (13.70%) Business Analysis
8 29 (13.24%) Logistic Regression
8 29 (13.24%) Cluster Analysis
8 29 (13.24%) Bayesian Methods
8 29 (13.24%) Time Series Analysis
8 29 (13.24%) Markov Chain
8 29 (13.24%) Factor Analysis
8 29 (13.24%) Structural Equation Modelling
9 26 (11.87%) Data Analytics
10 24 (10.96%) Investment Management
11 20 (9.13%) CRM
12 19 (8.68%) Project Management
13 17 (7.76%) Statistical Analysis
14 16 (7.31%) Data Governance
Programming Languages
1 122 (55.71%) SQL
2 72 (32.88%) Python
3 64 (29.22%) R
4 63 (28.77%) Java
5 44 (20.09%) C++
6 42 (19.18%) MATLAB
7 26 (11.87%) VBA
8 19 (8.68%) Data Mining Extensions (DMX)
9 18 (8.22%) Ruby
10 16 (7.31%) T-SQL
11 15 (6.85%) C#
12 14 (6.39%) Scala
13 12 (5.48%) PHP
14 11 (5.02%) Clojure
15 8 (3.65%) C
16 5 (2.28%) VB
17 3 (1.37%) PL/SQL
17 3 (1.37%) JavaScript
17 3 (1.37%) Perl
17 3 (1.37%) Shell Script
Qualifications
1 74 (33.79%) Degree
2 40 (18.26%) PhD
3 8 (3.65%) CISSP
3 8 (3.65%) Cisco Certification
3 8 (3.65%) PRINCE2 Certification
3 8 (3.65%) CCNP
3 8 (3.65%) CCNA
4 5 (2.28%) Microsoft Certification
5 2 (0.91%) Security Cleared
5 2 (0.91%) MCITP
5 2 (0.91%) MCP
5 2 (0.91%) MCSD
5 2 (0.91%) MCDBA
6 1 (0.46%) ISEB
6 1 (0.46%) MBA
6 1 (0.46%) SC Cleared
6 1 (0.46%) DV Cleared
Quality Assurance & Compliance
1 13 (5.94%) QA
2 8 (3.65%) ISO/IEC 27001
2 8 (3.65%) SLA
3 4 (1.83%) Data Quality
4 1 (0.46%) ISO 9000
System Software
1 1 (0.46%) VirtualBox
Systems Management
1 1 (0.46%) Control-M
1 1 (0.46%) Vagrant
Vendors
1 35 (15.98%) Oracle
2 31 (14.16%) Microsoft
3 26 (11.87%) Tableau
4 19 (8.68%) Business Objects
5 8 (3.65%) SAP
6 7 (3.20%) Cognos
7 5 (2.28%) Teradata
7 5 (2.28%) Google
8 4 (1.83%) MicroStrategy
9 3 (1.37%) Hyperion
9 3 (1.37%) Informatica
9 3 (1.37%) Alterian
10 2 (0.91%) Salesforce.com
10 2 (0.91%) IBM
10 2 (0.91%) Sybase
11 1 (0.46%) Adobe
11 1 (0.46%) Siebel
11 1 (0.46%) Actuate
11 1 (0.46%) Remedy
11 1 (0.46%) BT
City of London
Harrington Starr
Salary: £30000 - £50000 per annum
Posted: Just now
City of London
Churchill Frank
Salary: £50000 - £60000 per annum + benefits
Posted: 18 hours ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £65000 - £70000 per annum + Benefits Package
Posted: 18 hours ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: Yesterday
City of London
DP Connect
Salary: £67000 - £82000 per annum + Pension+Company Car+On-site Gym
Posted: 2 days ago
City of London
Computer Futures
Salary: £45000 - £50000 per annum + competitive
Posted: 2 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £75000 per annum + Package
Posted: 4 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £75000 - £76000 per annum + Package
Posted: 9 days ago
City Of London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum, Benefits: Benefits & Bonus
Posted: 14 days ago
City of London
Real Staffing
Salary: £30000 - £35000 per annum + competitive
Posted: 17 days ago
City, London
Dice Holdings
Salary: Up to £65,000 per annum + 10% bonus
Posted: 17 days ago
City of London
Progressive Recruitment
Salary: competitive
Posted: 23 days ago