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

Location
3 months to
21 Nov 2014
Same period 2013 Same period 2012
Data Mining
Rank 243 270 252
Rank change year-on-year
+27 -18
Permanent jobs citing Data Mining 71 73 73
As % of all permanent IT jobs located in the City of London 0.64% 0.60% 0.63%
As % of the Database & Business Intelligence category 2.39% 2.02% 2.28%
Number of salaries quoted 67 66 68
Average salary £55,000 £52,500 £50,000
Average salary % change year-on-year
+4.76% +5.00%
90% offered a salary of more than £36,949 £32,500 £30,350
10% offered a salary of more than £68,000 £61,250 £57,500
UK excluding London average salary £43,500 £40,000 £40,000
% change year-on-year
+8.75% -
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
2967 3606 3205
As % of all permanent IT jobs located in the City of London 26.95% 29.66% 27.80%
Number of salaries quoted 2624 3157 2925
Average salary £55,000 £55,000 £52,500
Average salary % change year-on-year
- +4.76%
90% offered a salary of more than £38,000 £37,500 £35,000
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London average salary £40,000 £40,000 £40,000

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 21 November 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 21 November 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 99 (60.74%) SQL
2 91 (55.83%) Analytics
3 81 (49.69%) Finance
4 72 (44.17%) Data Analysis
5 62 (38.04%) Visualisation
6 57 (34.97%) SPSS
6 57 (34.97%) SAS
7 53 (32.52%) Predictive Modelling
8 52 (31.90%) Relational Database
8 52 (31.90%) Analytical Skills
9 51 (31.29%) Python
10 50 (30.67%) Degree
11 47 (28.83%) Big Data
12 45 (27.61%) Neural Network
13 44 (26.99%) Algorithms
14 43 (26.38%) R
15 39 (23.93%) Statistics
16 38 (23.31%) Hadoop
17 37 (22.70%) Mathematics
18 34 (20.86%) Retail
18 34 (20.86%) Business Intelligence
19 33 (20.25%) Data Modelling
20 32 (19.63%) QlikView
21 31 (19.02%) Economics
21 31 (19.02%) ETL
21 31 (19.02%) Data Warehouse
21 31 (19.02%) Java
22 30 (18.40%) Data Analytics
23 27 (16.56%) Machine Learning
23 27 (16.56%) Tableau

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

For the 6 months to 21 November 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 57 (34.97%) SAS
2 18 (11.04%) Apache Pig
3 6 (3.68%) Apache
4 5 (3.07%) Oracle Coherence
5 4 (2.45%) nginx
5 4 (2.45%) BizTalk Server
6 3 (1.84%) Tomcat
6 3 (1.84%) SharePoint
6 3 (1.84%) Apache Solr
6 3 (1.84%) WebLogic
6 3 (1.84%) JBoss
7 2 (1.23%) CMS
7 2 (1.23%) Apache Spark
8 1 (0.61%) SharePoint 2013
8 1 (0.61%) Exchange Server 2013
8 1 (0.61%) Oracle Workflow
8 1 (0.61%) SharePoint Server
8 1 (0.61%) MS Exchange
8 1 (0.61%) Sitecore CMS
8 1 (0.61%) SharePoint 2010
Applications
1 57 (34.97%) SPSS
2 24 (14.72%) CPLEX
3 8 (4.91%) MS Excel
4 3 (1.84%) MS Office
5 1 (0.61%) Weka
Business Applications
1 4 (2.45%) Markit EDM
2 3 (1.84%) Google Analytics
3 2 (1.23%) Hyperion Planning
3 2 (1.23%) Dynamics CRM
3 2 (1.23%) Oracle EBS
3 2 (1.23%) HFM
4 1 (0.61%) SAP Oil and Gas
4 1 (0.61%) SalesLogix
4 1 (0.61%) SAP CRM
4 1 (0.61%) Pivotal CRM
Cloud Services
1 2 (1.23%) Microsoft Azure
1 2 (1.23%) Amazon AWS
1 2 (1.23%) Amazon SQS
1 2 (1.23%) Google Cloud Platform
2 1 (0.61%) Amazon EC2
2 1 (0.61%) Amazon S3
2 1 (0.61%) Amazon EMR
Communications & Networking
1 4 (2.45%) HTTP
2 3 (1.84%) BIG-IP
2 3 (1.84%) F5 BIG-IP LTM
3 2 (1.23%) Intrusion Detection
4 1 (0.61%) Internet
Database & Business Intelligence
1 52 (31.90%) Relational Database
2 47 (28.83%) Big Data
3 38 (23.31%) Hadoop
4 32 (19.63%) QlikView
5 31 (19.02%) Data Warehouse
6 26 (15.95%) SQL Server Integration Services
7 25 (15.34%) SQL Server Reporting Services
8 18 (11.04%) SQL Server
8 18 (11.04%) SQL Server Analysis Services
9 13 (7.98%) OLAP
10 9 (5.52%) SQL Server 2008
11 7 (4.29%) Apache Hive
11 7 (4.29%) Oracle Database
12 5 (3.07%) MySQL
13 4 (2.45%) MongoDB
13 4 (2.45%) Clementine
13 4 (2.45%) OLAP Cube
14 3 (1.84%) Amazon DynamoDB
14 3 (1.84%) Data Mart
14 3 (1.84%) SQL Server 2005
Development Applications
1 5 (3.07%) Jenkins
2 4 (2.45%) Visual Studio
2 4 (2.45%) Git (software)
2 4 (2.45%) Team Foundation Server
3 3 (1.84%) Talend Open Studio
3 3 (1.84%) Maven
4 2 (1.23%) Subversion
5 1 (0.61%) jMock
5 1 (0.61%) JUnit
5 1 (0.61%) DbUnit
5 1 (0.61%) Yeoman
General
1 81 (49.69%) Finance
2 34 (20.86%) Retail
3 23 (14.11%) Marketing
4 22 (13.50%) Banking
5 8 (4.91%) Telecoms
6 6 (3.68%) Investment Banking
6 6 (3.68%) Advertising
7 4 (2.45%) Pharmaceutical
8 2 (1.23%) Financial Institution
8 2 (1.23%) Back Office
8 2 (1.23%) Manufacturing
8 2 (1.23%) Publishing
8 2 (1.23%) Games
9 1 (0.61%) Billing
9 1 (0.61%) French Language
9 1 (0.61%) Law
9 1 (0.61%) Electronics
9 1 (0.61%) Front Office
Job Titles
1 57 (34.97%) Analyst
2 38 (23.31%) Data Analyst
3 35 (21.47%) Data Scientist
4 27 (16.56%) Developer
5 11 (6.75%) Architect
6 7 (4.29%) Business Intelligence Developer
7 6 (3.68%) Data Architect
8 5 (3.07%) Support Analyst
8 5 (3.07%) Project Manager
8 5 (3.07%) Consultant
8 5 (3.07%) Business Intelligence Manager
9 4 (2.45%) Insight Analyst
9 4 (2.45%) Business Developer
9 4 (2.45%) Data Modeller
9 4 (2.45%) Quantitative Developer
9 4 (2.45%) Administrator
10 3 (1.84%) Senior Analyst
10 3 (1.84%) Applications Support Analyst
10 3 (1.84%) SQL Developer
10 3 (1.84%) Systems Administrator
Libraries, Frameworks & Software Standards
1 10 (6.13%) .NET
2 9 (5.52%) MDX
3 8 (4.91%) HTML
3 8 (4.91%) XML
4 7 (4.29%) CSS
5 6 (3.68%) Pandas
6 5 (3.07%) Twitter Bootstrap
6 5 (3.07%) RESTful
6 5 (3.07%) Backbone.js
6 5 (3.07%) jQuery
6 5 (3.07%) LESS
7 4 (2.45%) AngularJS
7 4 (2.45%) HTML5
7 4 (2.45%) CSS3
7 4 (2.45%) Natural Language Processing
7 4 (2.45%) Sass
8 3 (1.84%) SciPy
8 3 (1.84%) Apache CXF
8 3 (1.84%) SOAP
8 3 (1.84%) Spring
Miscellaneous
1 62 (38.04%) Visualisation
2 52 (31.90%) Analytical Skills
3 45 (27.61%) Neural Network
4 44 (26.99%) Algorithms
5 39 (23.93%) Statistics
6 37 (22.70%) Mathematics
7 31 (19.02%) Economics
8 25 (15.34%) Applied Mathematics
9 24 (14.72%) Digital Media
10 21 (12.88%) Computer Science
11 11 (6.75%) Informatics
11 11 (6.75%) Physics
11 11 (6.75%) Chemistry
11 11 (6.75%) Psychology
11 11 (6.75%) Artificial Intelligence
12 8 (4.91%) Reference Data
13 5 (3.07%) User Experience
14 4 (2.45%) Open Source
14 4 (2.45%) Fixed Income
14 4 (2.45%) Equities
Operating Systems
1 14 (8.59%) Linux
2 10 (6.13%) UNIX
3 5 (3.07%) Windows
4 3 (1.84%) Ubuntu
4 3 (1.84%) CentOS
4 3 (1.84%) Red Hat Enterprise Linux
5 1 (0.61%) Windows Server 2008
Processes & Methodologies
1 91 (55.83%) Analytics
2 72 (44.17%) Data Analysis
3 53 (32.52%) Predictive Modelling
4 34 (20.86%) Business Intelligence
5 33 (20.25%) Data Modelling
6 31 (19.02%) ETL
7 30 (18.40%) Data Analytics
8 27 (16.56%) Machine Learning
8 27 (16.56%) Time Series Analysis
9 26 (15.95%) Business Analysis
10 25 (15.34%) Cluster Analysis
10 25 (15.34%) Factor Analysis
10 25 (15.34%) Investment Management
11 24 (14.72%) Markov Chain
11 24 (14.72%) Structural Equation Modelling
11 24 (14.72%) Bayesian Methods
11 24 (14.72%) Linear Regression
11 24 (14.72%) Database Theory
11 24 (14.72%) Relational Database Theory
11 24 (14.72%) Logistic Regression
Programming Languages
1 99 (60.74%) SQL
2 51 (31.29%) Python
3 43 (26.38%) R
4 31 (19.02%) Java
5 26 (15.95%) C++
6 24 (14.72%) MATLAB
7 18 (11.04%) Ruby
8 11 (6.75%) Clojure
9 9 (5.52%) VBA
10 8 (4.91%) T-SQL
10 8 (4.91%) C#
11 7 (4.29%) C
11 7 (4.29%) JavaScript
12 5 (3.07%) Perl
12 5 (3.07%) VB
12 5 (3.07%) Data Mining Extensions (DMX)
12 5 (3.07%) Scala
13 3 (1.84%) Bash Shell
14 2 (1.23%) PHP
14 2 (1.23%) Erlang
Qualifications
1 50 (30.67%) Degree
2 27 (16.56%) PhD
3 5 (3.07%) Microsoft Certification
4 4 (2.45%) MCSA
5 2 (1.23%) SC Cleared
5 2 (1.23%) Security Cleared
6 1 (0.61%) DV Cleared
6 1 (0.61%) MAPM
6 1 (0.61%) MCDBA
6 1 (0.61%) MCP
6 1 (0.61%) MCSD
6 1 (0.61%) MCITP
6 1 (0.61%) ISEB
Quality Assurance & Compliance
1 4 (2.45%) QA
2 1 (0.61%) ISO 9000
2 1 (0.61%) SLA
System Software
1 2 (1.23%) Snort
1 2 (1.23%) Apache Flume
1 2 (1.23%) HDFS
2 1 (0.61%) VirtualBox
Systems Management
1 3 (1.84%) Control-M
1 3 (1.84%) Nagios
1 3 (1.84%) Cacti
1 3 (1.84%) Puppet
1 3 (1.84%) Ansible
2 1 (0.61%) Vagrant
2 1 (0.61%) SCCM
2 1 (0.61%) SCOM
Vendors
1 27 (16.56%) Tableau
2 24 (14.72%) Oracle
3 11 (6.75%) Microsoft
4 10 (6.13%) Business Objects
5 5 (3.07%) SAP
5 5 (3.07%) Cognos
5 5 (3.07%) Google
6 4 (2.45%) MicroStrategy
7 3 (1.84%) Red Hat
7 3 (1.84%) BT
7 3 (1.84%) VMware
7 3 (1.84%) Teradata
7 3 (1.84%) F5
7 3 (1.84%) Talend
7 3 (1.84%) Informatica
8 2 (1.23%) MapR
8 2 (1.23%) Sourcefire
8 2 (1.23%) Endeca
8 2 (1.23%) Hyperion
9 1 (0.61%) Sybase
City, London
Harnham
Salary: £40000 - £60000 per annum + Potential Stock Options
Posted: 18 hours ago
City, London
Harrington Starr
Salary: £45000 - £55000 per annum + Benefits + Bonus
Posted: Yesterday
City, London
Lawrence Harvey Enterprise
Salary: £55000.00 - £75000 per annum + Bonus
Posted: Yesterday
City, London
Networking People
Posted: 2 days ago
City, London
Networking People
Posted: 2 days ago
City of London
Real Staffing
Salary: £60000 - £65000 per annum + 20% bonus + pension
Posted: 2 days ago
City of London
Churchill Frank
Salary: £35000 - £45000 per annum + benefits
Posted: 3 days ago
City, London
SEC Recruitment Limited
Salary: £45000 - £55000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Experis Ltd
Salary: £25000 - £31000 per annum + excellent benefits
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £80000 to £90000 per annum
Posted: 6 days ago
City of London
Nigel Frank International Limited - Newcastle
Salary: £65000 - £70000 per annum + Benefits Package
Posted: 12 days ago
City of London
Churchill Frank
Salary: £30000 - £40000 per annum + benefits
Posted: 25 days ago
City of London
Interquest - ITQ Financial - London
Salary: £450 - £500 per day
Posted: 27 days ago