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

Location
3 months to
19 Dec 2014
Same period 2013 Same period 2012
Data Mining
Rank 223 267 255
Rank change year-on-year
+44 -12
Permanent jobs citing Data Mining 83 70 70
As % of all permanent IT jobs located in the City of London 0.76% 0.59% 0.60%
As % of the Database & Business Intelligence category 2.82% 2.04% 2.06%
Number of salaries quoted 81 63 66
Average salary £56,500 £50,000 £50,000
Average salary % change year-on-year
+13.00% -
90% offered a salary of more than £35,000 £32,500 £32,500
10% offered a salary of more than £70,000 £77,000 £76,250
UK excluding London average salary £42,500 £39,500 £40,000
% change year-on-year
+7.59% -1.25%
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
2941 3439 3390
As % of all permanent IT jobs located in the City of London 26.97% 29.02% 28.94%
Number of salaries quoted 2615 3020 3110
Average salary £55,000 £55,000 £50,000
Average salary % change year-on-year
- +10.00%
90% offered a salary of more than £37,500 £36,000 £35,000
10% offered a salary of more than £75,000 £75,000 £77,500
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

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 19 December 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 19 December 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 82 (57.34%) SQL
2 69 (48.25%) Analytics
3 68 (47.55%) Finance
4 57 (39.86%) Data Analysis
5 49 (34.27%) Visualisation
6 47 (32.87%) SPSS
7 44 (30.77%) Analytical Skills
8 43 (30.07%) Big Data
9 42 (29.37%) SAS
10 41 (28.67%) Predictive Modelling
11 36 (25.17%) Python
12 34 (23.78%) Statistics
13 33 (23.08%) R
13 33 (23.08%) Hadoop
14 32 (22.38%) Relational Database
14 32 (22.38%) Mathematics
15 31 (21.68%) Algorithms
15 31 (21.68%) Business Intelligence
15 31 (21.68%) Data Warehouse
16 29 (20.28%) Data Modelling
16 29 (20.28%) Degree
16 29 (20.28%) Neural Network
17 26 (18.18%) Machine Learning
18 25 (17.48%) Retail
19 24 (16.78%) Java
19 24 (16.78%) ETL
19 24 (16.78%) Oracle
20 23 (16.08%) QlikView
20 23 (16.08%) Banking
21 22 (15.38%) SQL Server Integration Services

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

For the 6 months to 19 December 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 42 (29.37%) SAS
2 17 (11.89%) Apache Pig
3 7 (4.90%) Apache Spark
4 6 (4.20%) Oracle Coherence
5 4 (2.80%) nginx
6 3 (2.10%) WebLogic
6 3 (2.10%) JBoss
6 3 (2.10%) Apache
6 3 (2.10%) Tomcat
6 3 (2.10%) SharePoint
7 2 (1.40%) BizTalk Server
7 2 (1.40%) CMS
8 1 (0.70%) SharePoint Server
8 1 (0.70%) MS Exchange
8 1 (0.70%) SharePoint 2010
8 1 (0.70%) Exchange Server 2010
8 1 (0.70%) Sitecore CMS
8 1 (0.70%) SharePoint 2013
8 1 (0.70%) Exchange Server 2013
Applications
1 47 (32.87%) SPSS
2 17 (11.89%) MS Excel
3 15 (10.49%) CPLEX
4 11 (7.69%) MS Office
5 2 (1.40%) MS Visio
6 1 (0.70%) Weka
Business Applications
1 4 (2.80%) Google Analytics
2 3 (2.10%) Markit EDM
3 2 (1.40%) Dynamics CRM
3 2 (1.40%) Hyperion Planning
3 2 (1.40%) Oracle EBS
3 2 (1.40%) HFM
4 1 (0.70%) SAP Oil and Gas
4 1 (0.70%) SalesLogix
4 1 (0.70%) SAP CRM
4 1 (0.70%) Pivotal CRM
Cloud Services
1 6 (4.20%) Microsoft Azure
1 6 (4.20%) Amazon AWS
1 6 (4.20%) Amazon SQS
2 2 (1.40%) Google Cloud Platform
3 1 (0.70%) Amazon EMR
3 1 (0.70%) SaaS
3 1 (0.70%) Amazon EC2
3 1 (0.70%) Amazon S3
Communications & Networking
1 3 (2.10%) BIG-IP
1 3 (2.10%) F5 BIG-IP LTM
2 2 (1.40%) Intrusion Detection
3 1 (0.70%) WAN
3 1 (0.70%) HTTP
3 1 (0.70%) Firewall
Database & Business Intelligence
1 43 (30.07%) Big Data
2 33 (23.08%) Hadoop
3 32 (22.38%) Relational Database
4 31 (21.68%) Data Warehouse
5 23 (16.08%) QlikView
6 22 (15.38%) SQL Server Integration Services
7 20 (13.99%) SQL Server Reporting Services
8 18 (12.59%) SQL Server
9 17 (11.89%) SQL Server Analysis Services
10 10 (6.99%) OLAP
11 9 (6.29%) MongoDB
11 9 (6.29%) SQL Server 2008
11 9 (6.29%) Oracle Database
12 8 (5.59%) NoSQL
13 7 (4.90%) Apache Hive
13 7 (4.90%) Amazon DynamoDB
14 5 (3.50%) Impala
14 5 (3.50%) Clementine
14 5 (3.50%) MySQL
15 4 (2.80%) SQL Server 2005
Development Applications
1 4 (2.80%) Git (software)
1 4 (2.80%) Team Foundation Server
1 4 (2.80%) Visual Studio
2 2 (1.40%) Subversion
2 2 (1.40%) Talend Open Studio
2 2 (1.40%) Jenkins
3 1 (0.70%) Yeoman
General
1 68 (47.55%) Finance
2 25 (17.48%) Retail
3 23 (16.08%) Banking
4 21 (14.69%) Marketing
5 9 (6.29%) Telecoms
6 4 (2.80%) Advertising
7 3 (2.10%) Publishing
7 3 (2.10%) Billing
8 2 (1.40%) Investment Banking
8 2 (1.40%) Games
8 2 (1.40%) Manufacturing
8 2 (1.40%) Financial Institution
9 1 (0.70%) Back Office
9 1 (0.70%) Electronics
9 1 (0.70%) Law
9 1 (0.70%) Legal
9 1 (0.70%) French Language
Job Titles
1 59 (41.26%) Analyst
2 31 (21.68%) Data Analyst
3 24 (16.78%) Developer
4 23 (16.08%) Data Scientist
5 9 (6.29%) Architect
6 7 (4.90%) Business Intelligence Developer
7 6 (4.20%) Insight Analyst
7 6 (4.20%) Business Analyst
7 6 (4.20%) Data Architect
8 5 (3.50%) Support Analyst
8 5 (3.50%) Senior Analyst
8 5 (3.50%) Technical Analyst
8 5 (3.50%) Data Modeller
9 4 (2.80%) Technical Business Analyst
9 4 (2.80%) Administrator
9 4 (2.80%) SQL Developer
9 4 (2.80%) Quantitative Developer
9 4 (2.80%) Consultant
9 4 (2.80%) Project Manager
10 3 (2.10%) Business Developer
Libraries, Frameworks & Software Standards
1 12 (8.39%) .NET
2 8 (5.59%) MDX
3 6 (4.20%) MSMQ
3 6 (4.20%) RESTful
3 6 (4.20%) Reactive Extensions
3 6 (4.20%) Task Parallel Library
3 6 (4.20%) HTML
3 6 (4.20%) Pandas
4 5 (3.50%) Backbone.js
4 5 (3.50%) CSS
5 4 (2.80%) CSS3
5 4 (2.80%) Natural Language Processing
5 4 (2.80%) HTML5
5 4 (2.80%) AngularJS
6 3 (2.10%) SciPy
6 3 (2.10%) XML
6 3 (2.10%) Django
7 2 (1.40%) jQuery
7 2 (1.40%) Twitter Bootstrap
7 2 (1.40%) LESS
Miscellaneous
1 49 (34.27%) Visualisation
2 44 (30.77%) Analytical Skills
3 34 (23.78%) Statistics
4 32 (22.38%) Mathematics
5 31 (21.68%) Algorithms
6 29 (20.28%) Neural Network
7 21 (14.69%) Economics
8 20 (13.99%) Computer Science
9 16 (11.19%) Applied Mathematics
10 15 (10.49%) Digital Media
11 11 (7.69%) User Experience
11 11 (7.69%) Physics
11 11 (7.69%) Chemistry
11 11 (7.69%) Psychology
11 11 (7.69%) Informatics
11 11 (7.69%) Artificial Intelligence
12 7 (4.90%) Reference Data
13 3 (2.10%) Data Integration
13 3 (2.10%) Open Source
13 3 (2.10%) Oracle Exalytics
Operating Systems
1 12 (8.39%) UNIX
2 10 (6.99%) Linux
3 9 (6.29%) Windows
4 3 (2.10%) Ubuntu
4 3 (2.10%) CentOS
4 3 (2.10%) Red Hat Enterprise Linux
5 1 (0.70%) Windows Server 2008
Processes & Methodologies
1 69 (48.25%) Analytics
2 57 (39.86%) Data Analysis
3 41 (28.67%) Predictive Modelling
4 31 (21.68%) Business Intelligence
5 29 (20.28%) Data Modelling
6 26 (18.18%) Machine Learning
7 24 (16.78%) ETL
8 22 (15.38%) Cluster Analysis
9 21 (14.69%) Agile Software Development
9 21 (14.69%) Data Analytics
10 20 (13.99%) Business Analysis
11 18 (12.59%) Time Series Analysis
11 18 (12.59%) Factor Analysis
12 16 (11.19%) Statistical Analysis
13 15 (10.49%) Logistic Regression
13 15 (10.49%) Investment Management
13 15 (10.49%) Structural Equation Modelling
13 15 (10.49%) Linear Regression
13 15 (10.49%) Database Theory
13 15 (10.49%) Relational Database Theory
Programming Languages
1 82 (57.34%) SQL
2 36 (25.17%) Python
3 33 (23.08%) R
4 24 (16.78%) Java
5 21 (14.69%) Ruby
6 18 (12.59%) C++
7 17 (11.89%) MATLAB
8 11 (7.69%) Clojure
9 9 (6.29%) C#
10 6 (4.20%) JavaScript
10 6 (4.20%) PowerShell
10 6 (4.20%) F#
10 6 (4.20%) Scala
11 4 (2.80%) VB
12 3 (2.10%) VBA
12 3 (2.10%) T-SQL
12 3 (2.10%) Bash Shell
12 3 (2.10%) Perl
12 3 (2.10%) C
12 3 (2.10%) PL/SQL
Qualifications
1 29 (20.28%) Degree
2 17 (11.89%) PhD
3 5 (3.50%) ISEB
3 5 (3.50%) Microsoft Certification
4 4 (2.80%) MCSA
5 2 (1.40%) NVQ Level 3
5 2 (1.40%) SC Cleared
5 2 (1.40%) Security Cleared
6 1 (0.70%) DV Cleared
6 1 (0.70%) MAPM
6 1 (0.70%) MCDBA
6 1 (0.70%) MCP
6 1 (0.70%) MCSD
6 1 (0.70%) MCITP
Quality Assurance & Compliance
1 4 (2.80%) Basel II
1 4 (2.80%) Solvency II
2 2 (1.40%) QA
3 1 (0.70%) Data Quality
3 1 (0.70%) Dodd-Frank
3 1 (0.70%) MiFID
System Software
1 3 (2.10%) Apache Flume
2 2 (1.40%) HDFS
2 2 (1.40%) Snort
3 1 (0.70%) VirtualBox
Systems Management
1 3 (2.10%) Nagios
1 3 (2.10%) Cacti
1 3 (2.10%) Puppet
1 3 (2.10%) Ansible
2 2 (1.40%) Control-M
3 1 (0.70%) Vagrant
3 1 (0.70%) SCCM
3 1 (0.70%) SCOM
Vendors
1 24 (16.78%) Oracle
2 19 (13.29%) Microsoft
2 19 (13.29%) Tableau
3 11 (7.69%) Business Objects
4 6 (4.20%) SAP
4 6 (4.20%) Google
5 4 (2.80%) BT
6 3 (2.10%) VMware
6 3 (2.10%) Teradata
6 3 (2.10%) MicroStrategy
6 3 (2.10%) Red Hat
6 3 (2.10%) Cognos
6 3 (2.10%) MapR
6 3 (2.10%) F5
7 2 (1.40%) Talend
7 2 (1.40%) Unica
7 2 (1.40%) Mapinfo
7 2 (1.40%) Omniture
7 2 (1.40%) Endeca
7 2 (1.40%) Hyperion
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bens
Posted: 15 hours ago
City, London
Experis Ltd
Salary: £25000 - £31000 per annum + excellent benefits
Posted: Yesterday
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: Yesterday
City, London
E-synergy Solutions
Salary: £70000 - £75000 per annum + Excellent benefits package
Posted: 2 days ago
City, London
Harrington Starr
Salary: £50000 - £70000 per annum + Benefits + Bonus
Posted: 3 days ago
City, London
Triple Seven
Salary: £30,000 - £32,000 per annum
Posted: 3 days ago
City, London
Aston Carter
Salary: £40000 - £65000 per annum
Posted: 4 days ago
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 4 days ago
City of London
Progressive Recruitment
Salary: £35000 - £40000 per annum + competitive
Posted: 6 days ago
City of London
Venturi
Salary: £80000 per annum + Benefits
Posted: 6 days ago
City of London
DP Connect
Salary: £70000 - £80000 per annum
Posted: 7 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £60000 per annum + Package
Posted: 16 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £65000 - £70000 per annum + Benefits Package
Posted: 16 days ago
City of London
Churchill Frank
Salary: £35000 - £45000 per annum + benefits
Posted: 20 days ago
City of London
Progressive Recruitment
Salary: £35000 - £40000 per annum + competitive
Posted: 20 days ago
City, London
Triple Seven
Salary: £60000 - £80000 per annum + bonus
Posted: 22 days ago