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 26 January 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
26 Jan 2015
Same period 2014 Same period 2013
Data Mining
Rank 229 238 249
Rank change year-on-year
+9 +11
Permanent jobs citing Data Mining 80 68 60
As % of all permanent IT jobs located in the City of London 0.78% 0.65% 0.55%
As % of the Database & Business Intelligence category 2.97% 2.38% 1.88%
Number of salaries quoted 76 61 57
Average salary £52,500 £52,000 £52,500
Average salary % change year-on-year
+0.96% -0.95%
90% offered a salary of more than £28,000 £30,500 £32,500
10% offered a salary of more than £70,000 £75,000 £85,000
UK excluding London average salary £42,500 £38,500 £41,000
% change year-on-year
+10.38% -6.09%
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
2694 2855 3192
As % of all permanent IT jobs located in the City of London 26.29% 27.16% 29.03%
Number of salaries quoted 2424 2490 2915
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 £35,000 £35,000
10% offered a salary of more than £72,500 £75,000 £77,500
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 26 January 2015.

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 26 January 2015, 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 66 (50.38%) SQL
2 62 (47.33%) Finance
3 60 (45.80%) Analytics
4 46 (35.11%) Data Analysis
5 45 (34.35%) SPSS
6 43 (32.82%) Analytical Skills
7 36 (27.48%) Big Data
8 35 (26.72%) Visualisation
9 32 (24.43%) SAS
10 29 (22.14%) Python
11 27 (20.61%) Statistics
12 26 (19.85%) Oracle
12 26 (19.85%) Hadoop
12 26 (19.85%) Predictive Modelling
13 25 (19.08%) R
13 25 (19.08%) Data Warehouse
13 25 (19.08%) Data Modelling
13 25 (19.08%) Mathematics
14 24 (18.32%) MS Excel
14 24 (18.32%) Algorithms
15 23 (17.56%) Machine Learning
15 23 (17.56%) Microsoft
16 22 (16.79%) Marketing
16 22 (16.79%) Data Analytics
17 21 (16.03%) Tableau
17 21 (16.03%) Relational Database
17 21 (16.03%) Banking
17 21 (16.03%) Business Intelligence
18 20 (15.27%) ETL
18 20 (15.27%) Java

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

For the 6 months to 26 January 2015, 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 32 (24.43%) SAS
2 11 (8.40%) Apache Pig
3 8 (6.11%) Apache Spark
3 8 (6.11%) Oracle Coherence
4 4 (3.05%) nginx
5 3 (2.29%) WebLogic
5 3 (2.29%) JBoss
5 3 (2.29%) Apache
5 3 (2.29%) Tomcat
6 1 (0.76%) SharePoint
6 1 (0.76%) MS Exchange
6 1 (0.76%) Exchange Server 2010
6 1 (0.76%) CMS
6 1 (0.76%) SharePoint 2013
6 1 (0.76%) Exchange Server 2013
6 1 (0.76%) Elasticsearch
Applications
1 45 (34.35%) SPSS
2 24 (18.32%) MS Excel
3 17 (12.98%) MS Office
4 5 (3.82%) CPLEX
5 4 (3.05%) MS Visio
6 1 (0.76%) MS PowerPoint
6 1 (0.76%) Weka
Business Applications
1 4 (3.05%) Google Analytics
2 2 (1.53%) Hyperion Planning
2 2 (1.53%) Markit EDM
2 2 (1.53%) Oracle EBS
2 2 (1.53%) HFM
Cloud Services
1 7 (5.34%) Microsoft Azure
1 7 (5.34%) Amazon AWS
1 7 (5.34%) Amazon SQS
2 2 (1.53%) Google Cloud Platform
3 1 (0.76%) Amazon EMR
3 1 (0.76%) SaaS
3 1 (0.76%) Amazon EC2
3 1 (0.76%) Amazon S3
Communications & Networking
1 3 (2.29%) BIG-IP
1 3 (2.29%) F5 BIG-IP LTM
2 2 (1.53%) WAN
2 2 (1.53%) Firewall
2 2 (1.53%) Intrusion Detection
3 1 (0.76%) HTTP
3 1 (0.76%) TCP/IP
Database & Business Intelligence
1 36 (27.48%) Big Data
2 26 (19.85%) Hadoop
3 25 (19.08%) Data Warehouse
4 21 (16.03%) Relational Database
5 19 (14.50%) QlikView
6 15 (11.45%) SQL Server
7 12 (9.16%) SQL Server Integration Services
7 12 (9.16%) SQL Server Analysis Services
8 11 (8.40%) MongoDB
8 11 (8.40%) SQL Server Reporting Services
9 10 (7.63%) NoSQL
10 9 (6.87%) Oracle Database
11 8 (6.11%) Amazon DynamoDB
12 7 (5.34%) Apache Hive
12 7 (5.34%) SQL Server 2008
12 7 (5.34%) Clementine
12 7 (5.34%) OLAP
13 5 (3.82%) MySQL
13 5 (3.82%) Mahout
13 5 (3.82%) Impala
Development Applications
1 4 (3.05%) Git (software)
1 4 (3.05%) Team Foundation Server
1 4 (3.05%) Visual Studio
2 2 (1.53%) Subversion
2 2 (1.53%) Talend Open Studio
2 2 (1.53%) Jenkins
3 1 (0.76%) Yeoman
General
1 62 (47.33%) Finance
2 22 (16.79%) Marketing
3 21 (16.03%) Banking
4 10 (7.63%) Retail
5 7 (5.34%) Telecoms
6 4 (3.05%) Billing
7 3 (2.29%) Publishing
8 2 (1.53%) Legal
8 2 (1.53%) Financial Institution
9 1 (0.76%) Law
9 1 (0.76%) Manufacturing
9 1 (0.76%) Advertising
9 1 (0.76%) Games
9 1 (0.76%) French Language
Job Titles
1 61 (46.56%) Analyst
2 30 (22.90%) Data Analyst
3 22 (16.79%) Developer
4 13 (9.92%) Data Scientist
5 8 (6.11%) Architect
6 7 (5.34%) Business Analyst
6 7 (5.34%) Data Modeller
7 6 (4.58%) Technical Analyst
8 5 (3.82%) Technical Business Analyst
8 5 (3.82%) Business Intelligence Developer
9 4 (3.05%) Administrator
9 4 (3.05%) Senior Analyst
9 4 (3.05%) Quantitative Developer
9 4 (3.05%) SQL Developer
9 4 (3.05%) Support Analyst
10 3 (2.29%) Business Developer
10 3 (2.29%) Consultant
10 3 (2.29%) Systems Administrator
10 3 (2.29%) Data Architect
10 3 (2.29%) Senior Technical Analyst
Libraries, Frameworks & Software Standards
1 11 (8.40%) .NET
2 7 (5.34%) MDX
2 7 (5.34%) MSMQ
2 7 (5.34%) RESTful
2 7 (5.34%) Reactive Extensions
2 7 (5.34%) Task Parallel Library
3 6 (4.58%) Pandas
4 4 (3.05%) HTML
5 3 (2.29%) Django
5 3 (2.29%) Backbone.js
5 3 (2.29%) SciPy
5 3 (2.29%) CSS
5 3 (2.29%) XML
6 2 (1.53%) HTML5
6 2 (1.53%) CSS3
6 2 (1.53%) D3.js
6 2 (1.53%) LESS
6 2 (1.53%) AngularJS
7 1 (0.76%) Cascalog
7 1 (0.76%) Sass
Miscellaneous
1 43 (32.82%) Analytical Skills
2 35 (26.72%) Visualisation
3 27 (20.61%) Statistics
4 25 (19.08%) Mathematics
5 24 (18.32%) Algorithms
6 20 (15.27%) Neural Network
7 17 (12.98%) Computer Science
8 13 (9.92%) User Experience
9 10 (7.63%) Economics
10 7 (5.34%) Applied Mathematics
11 6 (4.58%) Physics
11 6 (4.58%) Artificial Intelligence
12 5 (3.82%) Chemistry
12 5 (3.82%) Psychology
12 5 (3.82%) Informatics
12 5 (3.82%) Digital Media
13 4 (3.05%) Data Integration
13 4 (3.05%) Open Source
14 3 (2.29%) Data Structures
14 3 (2.29%) Oracle Exalytics
Operating Systems
1 13 (9.92%) UNIX
2 12 (9.16%) Windows
3 10 (7.63%) Linux
4 3 (2.29%) Ubuntu
4 3 (2.29%) CentOS
4 3 (2.29%) Red Hat Enterprise Linux
5 1 (0.76%) Android
5 1 (0.76%) Windows Server 2008
Processes & Methodologies
1 60 (45.80%) Analytics
2 46 (35.11%) Data Analysis
3 26 (19.85%) Predictive Modelling
4 25 (19.08%) Data Modelling
5 23 (17.56%) Machine Learning
6 22 (16.79%) Data Analytics
7 21 (16.03%) Business Intelligence
8 20 (15.27%) ETL
8 20 (15.27%) Agile Software Development
9 17 (12.98%) Cluster Analysis
10 14 (10.69%) Investment Management
10 14 (10.69%) Customer Engagement
11 13 (9.92%) Regression Analysis
11 13 (9.92%) TDD
12 12 (9.16%) Quantitative Analysis
12 12 (9.16%) Business Analysis
12 12 (9.16%) Statistical Modelling
13 9 (6.87%) Big Data Analytics
13 9 (6.87%) Web Analytics
13 9 (6.87%) Statistical Analysis
Programming Languages
1 66 (50.38%) SQL
2 29 (22.14%) Python
3 25 (19.08%) R
4 20 (15.27%) Java
5 16 (12.21%) Ruby
6 9 (6.87%) C#
6 9 (6.87%) C++
7 8 (6.11%) MATLAB
8 7 (5.34%) PowerShell
8 7 (5.34%) F#
8 7 (5.34%) Scala
9 5 (3.82%) JavaScript
9 5 (3.82%) Clojure
10 4 (3.05%) VBA
10 4 (3.05%) C
10 4 (3.05%) PL/SQL
11 3 (2.29%) Perl
11 3 (2.29%) Bash Shell
12 2 (1.53%) T-SQL
12 2 (1.53%) VB
Qualifications
1 16 (12.21%) Degree
2 9 (6.87%) PhD
3 5 (3.82%) ISEB
4 4 (3.05%) Microsoft Certification
4 4 (3.05%) MCSA
5 3 (2.29%) NVQ Level 3
6 2 (1.53%) SC Cleared
6 2 (1.53%) Security Cleared
7 1 (0.76%) VCDX
7 1 (0.76%) VCAP
7 1 (0.76%) DV Cleared
7 1 (0.76%) MAPM
7 1 (0.76%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 5 (3.82%) Basel II
1 5 (3.82%) Solvency II
2 2 (1.53%) Data Quality
2 2 (1.53%) QA
3 1 (0.76%) SLA
3 1 (0.76%) MiFID
3 1 (0.76%) Dodd-Frank
System Software
1 3 (2.29%) Apache Flume
2 2 (1.53%) HDFS
2 2 (1.53%) Snort
3 1 (0.76%) VMware Infrastructure
3 1 (0.76%) Hyper-V
3 1 (0.76%) XenServer
3 1 (0.76%) vSphere
3 1 (0.76%) VirtualBox
3 1 (0.76%) vCloud
3 1 (0.76%) Active Directory
Systems Management
1 3 (2.29%) Nagios
1 3 (2.29%) Cacti
1 3 (2.29%) Puppet
1 3 (2.29%) Ansible
2 2 (1.53%) Control-M
3 1 (0.76%) Vagrant
3 1 (0.76%) SCCM
3 1 (0.76%) SCOM
Vendors
1 26 (19.85%) Oracle
2 23 (17.56%) Microsoft
3 21 (16.03%) Tableau
4 11 (8.40%) Business Objects
5 6 (4.58%) Google
6 5 (3.82%) BT
7 4 (3.05%) VMware
7 4 (3.05%) MicroStrategy
7 4 (3.05%) SAP
7 4 (3.05%) Cognos
8 3 (2.29%) Cisco
8 3 (2.29%) Red Hat
8 3 (2.29%) Informatica
8 3 (2.29%) F5
8 3 (2.29%) MapR
9 2 (1.53%) Talend
9 2 (1.53%) Unica
9 2 (1.53%) Polycom
9 2 (1.53%) Aruba
9 2 (1.53%) Sourcefire
City, London
Verticality Ltd
Salary: £60000 - £80000 per annum
Posted: 8 hours ago
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: Yesterday
City, London
TRG
Salary: £55000 - £60000 Per Annum Bonus, Benefits
Posted: 3 days ago
City, London
SEC Recruitment Limited
Salary: £65000 - £75000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Triple Seven
Salary: £28000 - £30000 per annum
Posted: 5 days ago
City of London
Claremont Consulting Limited
Salary: £50000 - £54000 per annum + car allowance
Posted: 6 days ago
City of London
Real Staffing
Salary: £60000 - £65000 per annum + 20% bonus + pension
Posted: 10 days ago
City of London
Churchill Frank
Posted: 13 days ago
City of London
Churchill Frank
Posted: 18 days ago
City of London
Churchill Frank
Salary: £40000 - £55000 per annum + Benefits
Posted: 18 days ago