The table below looks at the statistics for Data Mining skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Mining over the 3 months to 25 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
25 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 316 318 303
Rank change year-on-year
+2 -15
Contract jobs citing Data Mining 119 120 141
As % of all contract IT jobs located in London 0.53% 0.51% 0.57%
As % of the Database & Business Intelligence category 2.27% 2.15% 2.49%
Number of daily rates quoted 87 83 103
Median daily rate £388 £460 £425
Median daily rate % change year-on-year
-15.76% +8.23%
90% offered a daily rate of more than £263 £207 £321
10% offered a daily rate of more than £600 £629 £575
UK excluding London median daily rate £363 £363 £400
% change year-on-year
- -9.37%
Number of hourly rates quoted 1 1 0
Median hourly rate £27.50 £36.50 -
Median hourly rate % change year-on-year
-24.65% -
UK excluding London median hourly rate £20.50 - £32.00
Data Mining
England

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 London region.

Database & Business Intelligence Category
London
Contract IT job ads with a match in the
Database & Business Intelligence category
5239 5582 5667
As % of all contract IT jobs located in London 23.15% 23.90% 23.10%
Number of daily rates quoted 3697 3980 3914
Median daily rate £475 £450 £428
Median daily rate % change year-on-year
+5.55% +5.26%
90% offered a daily rate of more than £340 £325 £300
10% offered a daily rate of more than £600 £618 £600
UK excluding London median daily rate £375 £375 £350
% change year-on-year
- +7.14%
Number of hourly rates quoted 20 33 49
Median hourly rate £30.94 £30.75 £27.50
Median hourly rate % change year-on-year
+0.61% +11.81%
90% offered a hourly rate of more than £20.00 £14.20 £15.21
10% offered a hourly rate of more than £80.50 £43.95 £44.50
UK excluding London median hourly rate £36.14 £33.55 £25.00
% change year-on-year
+7.71% +34.20%

Data Mining
Jobs Demand Trend in London

The demand trend of contract jobs across the 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 London

Data Mining
Daily Rate Trend in London

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

Data Mining Daily Rate Trend in London

Data Mining
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Mining across the London region over the 3 months to 25 September 2016.

Data Mining Daily Rate Histogram in London

Data Mining
Hourly Rate Trend in London

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

Data Mining Hourly Rate Trend in London

Data Mining
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mining within the London region over the 3 months to 25 September 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +15 16 £445 -3.78% 7
Feltham +3 7 £475 +3.82%
Croydon -16 1 £350 -22.22%
Kingston Upon Thames - 1 £525 -
Uxbridge - 1 £420 -
Bromley - 1 £250 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 25 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 London region with a requirement for Data Mining.

1 148 (65.78%) SQL
2 61 (27.11%) Finance
3 56 (24.89%) Agile Software Development
4 49 (21.78%) Data Analysis
5 48 (21.33%) Analytical Skills
6 46 (20.44%) Analytics
7 44 (19.56%) Banking
8 41 (18.22%) SQL Server
9 40 (17.78%) Business Intelligence
10 39 (17.33%) Data Modelling
11 38 (16.89%) Oracle
11 38 (16.89%) HTML
11 38 (16.89%) Java
11 38 (16.89%) R
12 36 (16.00%) Python
12 36 (16.00%) Tableau
13 33 (14.67%) E-Commerce
13 33 (14.67%) SAS
13 33 (14.67%) MS Excel
13 33 (14.67%) Microsoft
14 32 (14.22%) XML
14 32 (14.22%) Hadoop
14 32 (14.22%) Marketing
15 30 (13.33%) Project Management
16 28 (12.44%) Migration
16 28 (12.44%) Big Data
17 27 (12.00%) Degree
18 26 (11.56%) Software Engineering
18 26 (11.56%) JavaScript
19 24 (10.67%) SDLC

Data Mining
Top Related IT Skills in 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 33 (14.67%) SAS
2 10 (4.44%) Apache Pig
3 8 (3.56%) CMS
3 8 (3.56%) Tomcat
4 7 (3.11%) Apache Spark
5 6 (2.67%) Apache
6 4 (1.78%) Confluence
6 4 (1.78%) SharePoint
7 2 (0.89%) Drupal
8 1 (0.44%) BizTalk Server
8 1 (0.44%) Elasticsearch
8 1 (0.44%) Facebook Platform
8 1 (0.44%) Jetty
8 1 (0.44%) nginx
8 1 (0.44%) WebLogic
Applications
1 33 (14.67%) MS Excel
2 16 (7.11%) MS Office
3 15 (6.67%) SPSS
4 11 (4.89%) MS PowerPoint
5 8 (3.56%) Stata
6 2 (0.89%) MS Visio
7 1 (0.44%) Photoshop
Business Applications
1 5 (2.22%) SAP Oil and Gas
2 1 (0.44%) Investran
2 1 (0.44%) Oracle 11i
2 1 (0.44%) Oracle AML
2 1 (0.44%) Oracle EBS R12
2 1 (0.44%) Radian6
2 1 (0.44%) SAP BPC
2 1 (0.44%) SAP PM
2 1 (0.44%) WebTrends
Cloud Services
1 7 (3.11%) Amazon AWS
2 3 (1.33%) Amazon CloudWatch
2 3 (1.33%) AWS CloudFormation
2 3 (1.33%) Google Analytics
3 1 (0.44%) AdWords
3 1 (0.44%) Amazon EMR
3 1 (0.44%) Google Cloud Platform
3 1 (0.44%) IBM Cloud
3 1 (0.44%) Microsoft Azure
3 1 (0.44%) Responsys
3 1 (0.44%) SaaS
Communications & Networking
1 13 (5.78%) SMS
2 10 (4.44%) LAN
2 10 (4.44%) WAN
3 3 (1.33%) WAAS
4 2 (0.89%) BGP
4 2 (0.89%) EIGRP
4 2 (0.89%) Internet
4 2 (0.89%) Multicast
4 2 (0.89%) SSH
4 2 (0.89%) TCP/IP
5 1 (0.44%) DNS
5 1 (0.44%) Firewall
5 1 (0.44%) Kerberos
5 1 (0.44%) SAN
5 1 (0.44%) VoIP
5 1 (0.44%) WebEx
5 1 (0.44%) Wi-Fi
Database & Business Intelligence
1 41 (18.22%) SQL Server
2 32 (14.22%) Hadoop
3 28 (12.44%) Big Data
4 23 (10.22%) Data Warehouse
5 18 (8.00%) Relational Database
6 17 (7.56%) BusinessObjects
7 16 (7.11%) Apache Hive
8 15 (6.67%) QlikView
8 15 (6.67%) SQL Server Reporting Services
9 14 (6.22%) SQL Server Analysis Services
9 14 (6.22%) SQL Server Integration Services
10 12 (5.33%) MySQL
10 12 (5.33%) Oracle Database
11 11 (4.89%) Power BI
12 10 (4.44%) GIS
13 9 (4.00%) HBase
13 9 (4.00%) Oracle Reports
14 7 (3.11%) CouchDB
14 7 (3.11%) Oracle9i Database
14 7 (3.11%) SAP HANA
Development Applications
1 11 (4.89%) Visual Studio
2 10 (4.44%) TeamCity
3 9 (4.00%) JUnit
4 5 (2.22%) HP UFT
4 5 (2.22%) Jenkins
4 5 (2.22%) SonarQube
5 4 (1.78%) Git (software)
5 4 (1.78%) Talend Open Studio
6 3 (1.33%) Ant
6 3 (1.33%) Eclipse
6 3 (1.33%) Maven
7 2 (0.89%) GoCD
7 2 (0.89%) JIRA
8 1 (0.44%) Cucumber
8 1 (0.44%) eggPlant
8 1 (0.44%) Sahi
8 1 (0.44%) Selenium
8 1 (0.44%) Team Foundation Server
8 1 (0.44%) WATIR
8 1 (0.44%) Zephyr
General
1 61 (27.11%) Finance
2 44 (19.56%) Banking
3 32 (14.22%) Marketing
4 20 (8.89%) Investment Banking
5 11 (4.89%) Front Office
6 10 (4.44%) Retail
7 7 (3.11%) Advertising
7 7 (3.11%) Telecoms
8 4 (1.78%) Electronics
8 4 (1.78%) Manufacturing
8 4 (1.78%) Publishing
9 3 (1.33%) Legal
10 2 (0.89%) Back Office
10 2 (0.89%) Local Government
11 1 (0.44%) Financial Institution
11 1 (0.44%) Games
11 1 (0.44%) German Language
11 1 (0.44%) Law
11 1 (0.44%) Military
11 1 (0.44%) Wholesale Banking
Job Titles
1 71 (31.56%) Analyst
2 45 (20.00%) Developer
3 37 (16.44%) Data Analyst
4 22 (9.78%) Architect
5 17 (7.56%) Business Analyst
6 15 (6.67%) Agile Developer
6 15 (6.67%) Data Scientist
6 15 (6.67%) Senior Agile Developer
6 15 (6.67%) Senior Developer
7 14 (6.22%) Java Developer
8 12 (5.33%) Data Engineer
9 10 (4.44%) Agile Java Developer
9 10 (4.44%) Senior Agile Java Developer
9 10 (4.44%) Senior Java Developer
10 9 (4.00%) Applications Architect
10 9 (4.00%) Project Manager
11 8 (3.56%) Business Intelligence Manager
11 8 (3.56%) CRM Specialist
11 8 (3.56%) Data Architect
11 8 (3.56%) SQL Developer
Libraries, Frameworks & Software Standards
1 38 (16.89%) HTML
2 32 (14.22%) XML
3 20 (8.89%) CSS
4 18 (8.00%) .NET
4 18 (8.00%) Spring
5 16 (7.11%) Web Services
6 14 (6.22%) Hibernate
7 13 (5.78%) HTML5
8 11 (4.89%) Natural Language Processing
9 10 (4.44%) J2SE
10 9 (4.00%) jQuery
11 8 (3.56%) XSLT
12 7 (3.11%) JSP
12 7 (3.11%) Ruby on Rails
13 5 (2.22%) .NET Framework
13 5 (2.22%) D3.js
13 5 (2.22%) Entity Framework
13 5 (2.22%) NHibernate
13 5 (2.22%) Silverlight
14 4 (1.78%) JSTL
Miscellaneous
1 48 (21.33%) Analytical Skills
2 19 (8.44%) Visualisation
3 16 (7.11%) Statistics
4 15 (6.67%) Computer Science
5 14 (6.22%) Economics
6 12 (5.33%) Algorithms
7 11 (4.89%) Mathematics
8 9 (4.00%) Fixed Income
9 8 (3.56%) Credit Risk
9 8 (3.56%) Data Structures
9 8 (3.56%) Virtual Team
10 7 (3.11%) Clustering
10 7 (3.11%) Performance Metrics
11 6 (2.67%) Data Extraction
11 6 (2.67%) Management Information System
12 4 (1.78%) Data Integration
12 4 (1.78%) Equities
12 4 (1.78%) Physics
12 4 (1.78%) Replication
12 4 (1.78%) User Experience
Operating Systems
1 11 (4.89%) Unix
1 11 (4.89%) Windows
2 10 (4.44%) Linux
3 2 (0.89%) Red Hat Enterprise Linux
4 1 (0.44%) Android
4 1 (0.44%) Apple iOS
4 1 (0.44%) Windows 10
4 1 (0.44%) Windows Server
4 1 (0.44%) Windows Server 2012
4 1 (0.44%) zOS
Processes & Methodologies
1 56 (24.89%) Agile Software Development
2 49 (21.78%) Data Analysis
3 46 (20.44%) Analytics
4 40 (17.78%) Business Intelligence
5 39 (17.33%) Data Modelling
6 33 (14.67%) E-Commerce
7 30 (13.33%) Project Management
8 28 (12.44%) Migration
9 26 (11.56%) Software Engineering
10 24 (10.67%) SDLC
11 23 (10.22%) CRM
12 20 (8.89%) Machine Learning
12 20 (8.89%) Technical Analysis
13 19 (8.44%) Data Architecture
13 19 (8.44%) Data Migration
13 19 (8.44%) Stakeholder Management
14 18 (8.00%) ETL
15 16 (7.11%) Open Source
15 16 (7.11%) Workflow
16 15 (6.67%) Continuous Integration
Programming Languages
1 148 (65.78%) SQL
2 38 (16.89%) Java
2 38 (16.89%) R
3 36 (16.00%) Python
4 26 (11.56%) JavaScript
5 23 (10.22%) T-SQL
6 16 (7.11%) PHP
7 15 (6.67%) VBA
8 13 (5.78%) C#
8 13 (5.78%) C++
9 12 (5.33%) PL/SQL
9 12 (5.33%) Shell Script
10 10 (4.44%) MATLAB
10 10 (4.44%) Ruby
11 9 (4.00%) Perl
12 7 (3.11%) PowerShell
13 5 (2.22%) Scala
14 3 (1.33%) C
15 2 (0.89%) Korn
16 1 (0.44%) SPARQL
Qualifications
1 27 (12.00%) Degree
2 4 (1.78%) PhD
3 2 (0.89%) CCNP
3 2 (0.89%) Cisco Certification
4 1 (0.44%) ACCA
4 1 (0.44%) CCIE
4 1 (0.44%) CFA
4 1 (0.44%) CIMA
4 1 (0.44%) CISA
4 1 (0.44%) DV Cleared
4 1 (0.44%) MBA
4 1 (0.44%) OCP
4 1 (0.44%) Oracle Certification
4 1 (0.44%) PRINCE2 Certification
4 1 (0.44%) Security Cleared
4 1 (0.44%) Six Sigma Black Belt
Quality Assurance & Compliance
1 20 (8.89%) Data Quality
2 19 (8.44%) QA
3 5 (2.22%) Solvency II
4 2 (0.89%) Basel II
4 2 (0.89%) Basel III
4 2 (0.89%) COREP
4 2 (0.89%) CRD IV
4 2 (0.89%) SLA
5 1 (0.44%) ISO/IEC 27001
5 1 (0.44%) MiFID
System Software
1 2 (0.89%) Active Directory
1 2 (0.89%) HDFS
1 2 (0.89%) Virtual Machines
2 1 (0.44%) Apache Flume
2 1 (0.44%) Apache ZooKeeper
2 1 (0.44%) Ceph
2 1 (0.44%) Docker
Systems Management
1 5 (2.22%) Ansible
1 5 (2.22%) Opscode Chef
2 4 (1.78%) Data Guard
3 3 (1.33%) Oracle RMAN
3 3 (1.33%) Puppet
4 2 (0.89%) Nagios
4 2 (0.89%) ZABBIX
5 1 (0.44%) Mesos
5 1 (0.44%) Oozie
Vendors
1 38 (16.89%) Oracle
2 36 (16.00%) Tableau
3 33 (14.67%) Microsoft
4 18 (8.00%) SAP
5 16 (7.11%) Teradata
6 14 (6.22%) Salesforce.com
7 13 (5.78%) Salesforce Marketing Cloud
8 9 (4.00%) Informatica
9 8 (3.56%) Mapinfo
10 5 (2.22%) Cognos
11 4 (1.78%) Escenic
11 4 (1.78%) HP
11 4 (1.78%) IBM
11 4 (1.78%) Splunk
11 4 (1.78%) Talend
11 4 (1.78%) Vertica
12 3 (1.33%) Google
13 2 (0.89%) Atlassian
13 2 (0.89%) Cisco
13 2 (0.89%) Red Hat
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