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 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Sep 2014
Same period 2013 Same period 2012
Data Mining
Rank 265 243 248
Rank change year-on-year
-22 +5
Permanent jobs citing Data Mining 58 79 94
As % of all permanent IT jobs located in the City of London 0.51% 0.67% 0.73%
As % of the Database & Business Intelligence category 1.80% 2.34% 2.62%
Number of salaries quoted 54 74 87
Average salary £60,000 £55,000 £50,000
Average salary % change year-on-year
+9.09% +10.00%
90% offered a salary of more than £38,214 £36,800 £30,300
10% offered a salary of more than £75,000 £69,250 £68,500
UK excluding London average salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%
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
3216 3377 3589
As % of all permanent IT jobs located in the City of London 28.14% 28.45% 28.01%
Number of salaries quoted 2819 3025 3296
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 £35,000
10% offered a salary of more than £75,000 £75,000 £72,500
UK excluding London average salary £40,000 £40,000 £39,500
% change year-on-year
- +1.26%

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 September 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 September 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.

1 116 (56.59%) SQL
2 113 (55.12%) Finance
3 93 (45.37%) Analytics
4 75 (36.59%) Analytical Skills
5 72 (35.12%) Degree
6 71 (34.63%) SAS
7 65 (31.71%) Python
7 65 (31.71%) Data Analysis
7 65 (31.71%) Visualisation
8 63 (30.73%) R
9 59 (28.78%) Java
10 58 (28.29%) SPSS
10 58 (28.29%) Predictive Modelling
11 57 (27.80%) Relational Database
12 56 (27.32%) Business Intelligence
13 52 (25.37%) Big Data
14 48 (23.41%) Neural Network
15 44 (21.46%) Mathematics
16 43 (20.98%) Statistics
16 43 (20.98%) Retail
17 42 (20.49%) MATLAB
17 42 (20.49%) Hadoop
18 40 (19.51%) SQL Server Integration Services
19 39 (19.02%) C++
19 39 (19.02%) SQL Server
20 38 (18.54%) Data Warehouse
21 37 (18.05%) Data Modelling
21 37 (18.05%) Economics
22 36 (17.56%) SQL Server Reporting Services
22 36 (17.56%) Oracle

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

For the 6 months to 22 September 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 71 (34.63%) SAS
2 15 (7.32%) Apache Pig
3 9 (4.39%) BizTalk Server
4 7 (3.41%) Oracle Workflow
5 4 (1.95%) SharePoint
6 3 (1.46%) Apache
6 3 (1.46%) SharePoint Server
6 3 (1.46%) Apache Solr
7 2 (0.98%) CMS
8 1 (0.49%) NetWeaver
8 1 (0.49%) Oracle Coherence
8 1 (0.49%) SharePoint 2010
8 1 (0.49%) Sitecore CMS
8 1 (0.49%) nginx
Applications
1 58 (28.29%) SPSS
2 29 (14.15%) CPLEX
3 18 (8.78%) MS Excel
4 5 (2.44%) MS Office
5 3 (1.46%) MS PowerPoint
6 2 (0.98%) FastStats
Business Applications
1 3 (1.46%) Dynamics CRM
1 3 (1.46%) Markit EDM
1 3 (1.46%) Google Analytics
2 2 (0.98%) Hyperion Planning
2 2 (0.98%) HFM
2 2 (0.98%) Dynamics NAV
2 2 (0.98%) Oracle EBS
3 1 (0.49%) SalesLogix
3 1 (0.49%) SAP Oil and Gas
3 1 (0.49%) FRx
3 1 (0.49%) Pivotal CRM
3 1 (0.49%) Oracle ERP
3 1 (0.49%) SAP CRM
3 1 (0.49%) Cognos TM1
3 1 (0.49%) SAP BPC
3 1 (0.49%) Remedy ITSM
Cloud Services
1 1 (0.49%) Amazon EC2
1 1 (0.49%) Amazon S3
1 1 (0.49%) Amazon EMR
Communications & Networking
1 8 (3.90%) Network Security
2 4 (1.95%) HTTP
3 2 (0.98%) Internet
Database & Business Intelligence
1 57 (27.80%) Relational Database
2 52 (25.37%) Big Data
3 42 (20.49%) Hadoop
4 40 (19.51%) SQL Server Integration Services
5 39 (19.02%) SQL Server
6 38 (18.54%) Data Warehouse
7 36 (17.56%) SQL Server Reporting Services
8 33 (16.10%) QlikView
9 30 (14.63%) SQL Server Analysis Services
10 23 (11.22%) OLAP
11 17 (8.29%) SQL Server 2008
12 16 (7.80%) Oracle Database
13 7 (3.41%) SQL Server 2012
14 6 (2.93%) Apache Hive
14 6 (2.93%) SQL Server 2005
15 5 (2.44%) BusinessObjects
16 4 (1.95%) NoSQL
16 4 (1.95%) Crystal Reports
17 3 (1.46%) DTS
17 3 (1.46%) Essbase
Development Applications
1 5 (2.44%) Jenkins
2 3 (1.46%) Maven
2 3 (1.46%) Git (software)
3 2 (0.98%) Talend Open Studio
4 1 (0.49%) JUnit
4 1 (0.49%) Visual Studio
4 1 (0.49%) Subversion
4 1 (0.49%) DbUnit
4 1 (0.49%) jMock
4 1 (0.49%) Yeoman
General
1 113 (55.12%) Finance
2 43 (20.98%) Retail
3 33 (16.10%) Banking
4 22 (10.73%) Investment Banking
5 19 (9.27%) Marketing
6 18 (8.78%) Advertising
7 12 (5.85%) Financial Institution
8 9 (4.39%) Pharmaceutical
9 8 (3.90%) Telecoms
10 7 (3.41%) Front Office
11 5 (2.44%) Retail Banking
12 3 (1.46%) Publishing
13 2 (0.98%) Back Office
14 1 (0.49%) Electronics
14 1 (0.49%) Law
14 1 (0.49%) Manufacturing
14 1 (0.49%) General Ledger
14 1 (0.49%) Games
Job Titles
1 53 (25.85%) Analyst
2 52 (25.37%) Data Scientist
3 26 (12.68%) Data Analyst
4 23 (11.22%) Developer
5 17 (8.29%) Architect
6 16 (7.80%) Consultant
7 14 (6.83%) Business Analyst
8 9 (4.39%) Senior Consultant
8 9 (4.39%) Business Intelligence Developer
9 7 (3.41%) Data Architect
9 7 (3.41%) Business Intelligence Manager
10 6 (2.93%) Business Developer
11 5 (2.44%) Solutions Architect
11 5 (2.44%) Banking Business Analyst
11 5 (2.44%) Senior Analyst
11 5 (2.44%) Data Warehouse Developer
11 5 (2.44%) Investment Banking Business Analyst
12 4 (1.95%) Business Intelligence Architect
12 4 (1.95%) Insight Analyst
12 4 (1.95%) Applications Support Analyst
Libraries, Frameworks & Software Standards
1 8 (3.90%) Natural Language Processing
1 8 (3.90%) MDX
1 8 (3.90%) .NET
2 7 (3.41%) LAMP
3 6 (2.93%) HTML
4 5 (2.44%) XML
4 5 (2.44%) CSS
4 5 (2.44%) jQuery
4 5 (2.44%) Twitter Bootstrap
5 4 (1.95%) Sass
6 3 (1.46%) SOAP
6 3 (1.46%) Java SE
6 3 (1.46%) Spring
6 3 (1.46%) LESS
6 3 (1.46%) Backbone.js
6 3 (1.46%) Apache CXF
6 3 (1.46%) RESTful
6 3 (1.46%) Velocity
7 2 (0.98%) Pandas
7 2 (0.98%) CSS3
Miscellaneous
1 75 (36.59%) Analytical Skills
2 65 (31.71%) Visualisation
3 48 (23.41%) Neural Network
4 44 (21.46%) Mathematics
5 43 (20.98%) Statistics
6 37 (18.05%) Economics
7 32 (15.61%) Applied Mathematics
8 25 (12.20%) Digital Media
9 18 (8.78%) Computer Science
10 14 (6.83%) Credit Risk
11 11 (5.37%) Equities
12 10 (4.88%) Physics
13 9 (4.39%) Chemistry
13 9 (4.39%) Psychology
13 9 (4.39%) Artificial Intelligence
13 9 (4.39%) Informatics
14 8 (3.90%) Reference Data
14 8 (3.90%) Cryptography
14 8 (3.90%) PKI
15 7 (3.41%) Open Source
Operating Systems
1 14 (6.83%) Linux
2 8 (3.90%) UNIX
Processes & Methodologies
1 93 (45.37%) Analytics
2 65 (31.71%) Data Analysis
3 58 (28.29%) Predictive Modelling
4 56 (27.32%) Business Intelligence
5 37 (18.05%) Data Modelling
6 30 (14.63%) Data Analytics
6 30 (14.63%) Time Series Analysis
7 29 (14.15%) Markov Chain
7 29 (14.15%) Factor Analysis
7 29 (14.15%) Structural Equation Modelling
7 29 (14.15%) Bayesian Methods
7 29 (14.15%) Logistic Regression
7 29 (14.15%) Cluster Analysis
7 29 (14.15%) Business Analysis
8 28 (13.66%) ETL
8 28 (13.66%) Investment Management
9 20 (9.76%) CRM
9 20 (9.76%) Project Management
10 19 (9.27%) Statistical Analysis
11 16 (7.80%) Data Governance
Programming Languages
1 116 (56.59%) SQL
2 65 (31.71%) Python
3 63 (30.73%) R
4 59 (28.78%) Java
5 42 (20.49%) MATLAB
6 39 (19.02%) C++
7 22 (10.73%) VBA
8 20 (9.76%) Ruby
9 15 (7.32%) C#
9 15 (7.32%) Data Mining Extensions (DMX)
10 14 (6.83%) Scala
11 13 (6.34%) T-SQL
11 13 (6.34%) Clojure
12 12 (5.85%) PHP
13 8 (3.90%) C
14 6 (2.93%) VB
15 4 (1.95%) JavaScript
16 3 (1.46%) PL/SQL
16 3 (1.46%) Shell Script
17 2 (0.98%) Erlang
Qualifications
1 72 (35.12%) Degree
2 34 (16.59%) PhD
3 8 (3.90%) PRINCE2 Certification
3 8 (3.90%) CCNP
3 8 (3.90%) CCNA
3 8 (3.90%) CISSP
3 8 (3.90%) Cisco Certification
4 4 (1.95%) Microsoft Certification
5 2 (0.98%) MCITP
5 2 (0.98%) MCP
5 2 (0.98%) MCSD
5 2 (0.98%) MCDBA
6 1 (0.49%) ISEB
6 1 (0.49%) MBA
6 1 (0.49%) SC Cleared
6 1 (0.49%) Security Cleared
Quality Assurance & Compliance
1 13 (6.34%) QA
2 8 (3.90%) ISO/IEC 27001
2 8 (3.90%) SLA
3 1 (0.49%) ISO 9000
3 1 (0.49%) Data Quality
System Software
1 1 (0.49%) VirtualBox
Systems Management
1 2 (0.98%) Control-M
2 1 (0.49%) Vagrant
Vendors
1 36 (17.56%) Oracle
2 28 (13.66%) Tableau
3 24 (11.71%) Microsoft
4 14 (6.83%) Business Objects
5 7 (3.41%) Cognos
6 6 (2.93%) SAP
7 4 (1.95%) Google
7 4 (1.95%) Hyperion
7 4 (1.95%) Informatica
8 3 (1.46%) MicroStrategy
8 3 (1.46%) Teradata
8 3 (1.46%) Alterian
9 2 (0.98%) Talend
9 2 (0.98%) Endeca
9 2 (0.98%) Salesforce.com
9 2 (0.98%) BT
9 2 (0.98%) Sybase
10 1 (0.49%) Siebel
10 1 (0.49%) Actuate
10 1 (0.49%) Remedy
City, London
Harnham
Salary: £50000 - £70000 per annum + Bonus and Benefits
Posted: 21 hours ago
City, London
Harrington Starr
Salary: £55000 - £60000 per annum + Benefits + Bonus
Posted: 2 days ago
City, London
Lawrence Harvey Enterprise
Salary: £50000.00 - £60000.00 per annum + benefits and bonus
Posted: 2 days ago
City, London
Lawrence Harvey Enterprise
Salary: £50000.00 - £60000.00 per annum + benefits and bonus
Posted: 2 days ago
City, London
Oliver James Associates
Posted: 3 days ago
City, London
Oliver James Associates
Salary: £63000 - £73000 per annum
Posted: 3 days ago
City, London
Intelletect
Salary: From £60,000 to £100,000 per annum
Posted: 4 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 to £70000 per annum - Benefits & Bonus
Posted: 5 days ago
City, London
Asset Resourcing Ltd
Salary: £65000 - £75000 per annum + bonus + health + pension + other
Posted: 5 days ago
City of London
iKonnect
Salary: £65000 - £85000 per annum + bonus
Posted: 6 days ago
City, London
Networking People
Posted: 6 days ago
City of London
Computer Futures
Salary: £55000 - £60000 per annum + competitive
Posted: 17 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £75000 per annum + Benefits Package
Posted: 18 days ago
City Of London
Opus Recruitment Solutions Ltd
Salary: £50000 - £60000 per annum, Benefits: Benefits
Posted: 18 days ago
City of London
Churchill Frank
Salary: £50000 - £60000 per annum + benefits
Posted: 23 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £65000 - £70000 per annum + Benefits Package
Posted: 25 days ago