The table below looks at the statistics for Data Mining skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 26 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
26 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 155 170 172
Rank change year-on-year
+15 +2
Contract jobs citing Data Mining 17 17 36
As % of all contract IT jobs located in the City of London 0.49% 0.37% 0.61%
As % of the Database & Business Intelligence category 1.95% 1.40% 2.66%
Number of daily rates quoted 14 13 31
Median daily rate £398 £463 £425
Median daily rate % change year-on-year
-14.05% +8.82%
90% offered a daily rate of more than £225 £227 £325
10% offered a daily rate of more than £520 £710 £575
UK excluding London median daily rate £363 £363 £400
% change year-on-year
- -9.37%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £20.50 - £32.00
Data Mining
London

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in contract jobs advertised in the City of London region.

Database & Business Intelligence Category
City of London
Contract IT job ads with a match in the
Database & Business Intelligence category
874 1212 1353
As % of all contract IT jobs located in the City of London 25.33% 26.17% 23.08%
Number of daily rates quoted 694 964 1028
Median daily rate £475 £475 £425
Median daily rate % change year-on-year
- +11.76%
90% offered a daily rate of more than £350 £325 £305
10% offered a daily rate of more than £650 £600 £575
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 0 5 4
Median hourly rate - £37.50 £32.82
Median hourly rate % change year-on-year
- +14.25%
UK excluding London median hourly rate £36.07 £33.55 £22.50
% change year-on-year
+7.51% +49.11%

Data Mining
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London region citing Data Mining as a proportion of all IT contracts with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in the City of London

Data Mining
Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Mining across the City of London region.

Data Mining Daily Rate Trend in the City of London

Data Mining
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Mining across the City of London region over the 3 months to 26 September 2016.

Data Mining Daily Rate Histogram in the City of London

Data Mining
Hourly Rate Trend in the City of London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Mining across the City of London region.

Data Mining Hourly Rate Trend in the City of London

Data Mining
Top 30 Related IT Skills in the City of London

For the 6 months to 26 September 2016, IT contractor jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for Data Mining.

1 28 (80.00%) SQL
2 12 (34.29%) SQL Server
3 11 (31.43%) MS Excel
3 11 (31.43%) Microsoft
4 10 (28.57%) MS Office
4 10 (28.57%) Finance
5 9 (25.71%) Oracle
6 8 (22.86%) Data Modelling
6 8 (22.86%) Data Warehouse
6 8 (22.86%) T-SQL
6 8 (22.86%) Banking
6 8 (22.86%) MS PowerPoint
6 8 (22.86%) Data Quality
7 7 (20.00%) ETL
8 6 (17.14%) SAS
8 6 (17.14%) Web Services
8 6 (17.14%) SQL Server Integration Services
8 6 (17.14%) SQL Server Analysis Services
8 6 (17.14%) Agile Software Development
8 6 (17.14%) SQL Server Reporting Services
8 6 (17.14%) Data Analysis
8 6 (17.14%) Oracle Database
9 5 (14.29%) Performance Monitoring
9 5 (14.29%) Analytics
9 5 (14.29%) Solvency II
9 5 (14.29%) R
9 5 (14.29%) Tableau
9 5 (14.29%) Workflow
9 5 (14.29%) Marketing
9 5 (14.29%) XML

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

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 6 (17.14%) SAS
2 1 (2.86%) Apache Pig
2 1 (2.86%) BizTalk Server
2 1 (2.86%) Elasticsearch
2 1 (2.86%) Jetty
2 1 (2.86%) nginx
2 1 (2.86%) Tomcat
Applications
1 11 (31.43%) MS Excel
2 10 (28.57%) MS Office
3 8 (22.86%) MS PowerPoint
4 1 (2.86%) Photoshop
4 1 (2.86%) SPSS
Business Applications
1 1 (2.86%) Oracle 11i
1 1 (2.86%) Oracle EBS R12
Cloud Services
1 1 (2.86%) Amazon AWS
1 1 (2.86%) Responsys
Communications & Networking
1 3 (8.57%) SMS
2 1 (2.86%) Kerberos
2 1 (2.86%) SAN
Database & Business Intelligence
1 12 (34.29%) SQL Server
2 8 (22.86%) Data Warehouse
3 6 (17.14%) Oracle Database
3 6 (17.14%) SQL Server Analysis Services
3 6 (17.14%) SQL Server Integration Services
3 6 (17.14%) SQL Server Reporting Services
4 5 (14.29%) DTS
4 5 (14.29%) Oracle Reports
4 5 (14.29%) Oracle9i Database
5 4 (11.43%) Big Data
5 4 (11.43%) MySQL
6 3 (8.57%) Base SAS
6 3 (8.57%) MongoDB
6 3 (8.57%) SAS Data Integration Studio
7 2 (5.71%) Apache Hive
7 2 (5.71%) BusinessObjects
7 2 (5.71%) Hadoop
7 2 (5.71%) Impala
7 2 (5.71%) OLAP
7 2 (5.71%) SAS Enterprise Guide
Development Applications
1 5 (14.29%) Visual Studio
2 3 (8.57%) Talend Open Studio
3 1 (2.86%) Ant
3 1 (2.86%) Git (software)
3 1 (2.86%) JUnit
3 1 (2.86%) Maven
3 1 (2.86%) Subversion
3 1 (2.86%) TeamCity
General
1 10 (28.57%) Finance
2 8 (22.86%) Banking
3 5 (14.29%) Marketing
4 2 (5.71%) Front Office
4 2 (5.71%) Investment Banking
5 1 (2.86%) Back Office
5 1 (2.86%) Retail
Job Titles
1 11 (31.43%) Developer
2 10 (28.57%) Analyst
3 5 (14.29%) Data Analyst
4 4 (11.43%) SQL Developer
5 3 (8.57%) Business Data Analyst
5 3 (8.57%) Data Engineer
5 3 (8.57%) SAS Developer
6 2 (5.71%) Architect
6 2 (5.71%) Banking Analyst
6 2 (5.71%) Business Analyst
6 2 (5.71%) CRM Specialist
6 2 (5.71%) Data Architect
6 2 (5.71%) Financial Analyst
6 2 (5.71%) FIX Analyst
6 2 (5.71%) FIX Business Analyst
6 2 (5.71%) Project Manager
6 2 (5.71%) Web Engineer
7 1 (2.86%) Business Systems Analyst
7 1 (2.86%) Software Developer
7 1 (2.86%) Systems Analyst
Libraries, Frameworks & Software Standards
1 6 (17.14%) Web Services
2 5 (14.29%) HTML
2 5 (14.29%) XML
3 2 (5.71%) AngularJS
3 2 (5.71%) CSS
3 2 (5.71%) FIX Protocol
3 2 (5.71%) Middleware
4 1 (2.86%) CSS3
4 1 (2.86%) GWT
4 1 (2.86%) HTML5
4 1 (2.86%) JDBC
4 1 (2.86%) JSON
4 1 (2.86%) Node.js
4 1 (2.86%) Oracle Fusion
4 1 (2.86%) RabbitMQ
4 1 (2.86%) REST
4 1 (2.86%) Ruby on Rails
4 1 (2.86%) SOAP
4 1 (2.86%) Spring
4 1 (2.86%) Struts2
Miscellaneous
1 4 (11.43%) Analytical Skills
2 3 (8.57%) Credit Risk
3 2 (5.71%) Equities
3 2 (5.71%) Visualisation
4 1 (2.86%) Algorithms
4 1 (2.86%) Data Centre
4 1 (2.86%) Data Integration
4 1 (2.86%) Derivative
4 1 (2.86%) Equity Derivative
4 1 (2.86%) Grid Computing
4 1 (2.86%) Life Science
Operating Systems
1 4 (11.43%) Linux
2 1 (2.86%) Unix
Processes & Methodologies
1 8 (22.86%) Data Modelling
2 7 (20.00%) ETL
3 6 (17.14%) Agile Software Development
3 6 (17.14%) Data Analysis
4 5 (14.29%) Analytics
4 5 (14.29%) Performance Monitoring
4 5 (14.29%) Workflow
5 4 (11.43%) Business Intelligence
5 4 (11.43%) CRM
5 4 (11.43%) Data Management
5 4 (11.43%) Data Mapping
6 3 (8.57%) Customer Segmentation
6 3 (8.57%) Data Architecture
6 3 (8.57%) E-Commerce
6 3 (8.57%) Email Marketing
6 3 (8.57%) Open Source
6 3 (8.57%) Project Management
7 2 (5.71%) Data Engineering
7 2 (5.71%) Data Governance
7 2 (5.71%) Online Marketing
Programming Languages
1 28 (80.00%) SQL
2 8 (22.86%) T-SQL
3 5 (14.29%) JavaScript
3 5 (14.29%) R
4 2 (5.71%) Python
5 1 (2.86%) Java
5 1 (2.86%) Ruby
5 1 (2.86%) Shell Script
5 1 (2.86%) VBA
Qualifications
1 4 (11.43%) Degree
2 1 (2.86%) ACCA
2 1 (2.86%) CIMA
2 1 (2.86%) PRINCE2 Certification
Quality Assurance & Compliance
1 8 (22.86%) Data Quality
2 5 (14.29%) Solvency II
3 3 (8.57%) QA
System Software
1 1 (2.86%) Active Directory
1 1 (2.86%) Apache Flume
1 1 (2.86%) Apache ZooKeeper
1 1 (2.86%) Ceph
1 1 (2.86%) Docker
1 1 (2.86%) HDFS
Systems Management
1 1 (2.86%) Data Guard
1 1 (2.86%) Mesos
1 1 (2.86%) Oozie
1 1 (2.86%) Oracle RMAN
Vendors
1 11 (31.43%) Microsoft
2 9 (25.71%) Oracle
3 5 (14.29%) Tableau
4 3 (8.57%) Salesforce Marketing Cloud
4 3 (8.57%) Salesforce.com
4 3 (8.57%) Talend
4 3 (8.57%) Vertica
5 2 (5.71%) Cognos
5 2 (5.71%) IBM
6 1 (2.86%) Alteryx
6 1 (2.86%) Cloudera
6 1 (2.86%) Informatica
6 1 (2.86%) MapR
6 1 (2.86%) SAP
6 1 (2.86%) Sybase