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 July 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 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 330 311 267
Rank change year-on-year
-19 -44
Contract jobs citing Data Mining 106 121 158
As % of all contract IT jobs located in London 0.48% 0.51% 0.68%
As % of the Database & Business Intelligence category 2.13% 2.17% 2.90%
Number of daily rates quoted 75 80 116
Median daily rate £425 £450 £473
Median daily rate % change year-on-year
-5.55% -4.86%
90% offered a daily rate of more than £301 £255 £300
10% offered a daily rate of more than £625 £600 £575
UK excluding London median daily rate £400 £350 £413
% change year-on-year
+14.28% -15.15%
Number of hourly rates quoted 2 1 0
Median hourly rate £23.00 £36.50 -
Median hourly rate % change year-on-year
-36.98% -
UK excluding London median hourly rate - £19.00 -
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
4967 5582 5443
As % of all contract IT jobs located in London 22.43% 23.65% 23.42%
Number of daily rates quoted 3601 3892 3710
Median daily rate £475 £450 £438
Median daily rate % change year-on-year
+5.55% +2.73%
90% offered a daily rate of more than £340 £303 £300
10% offered a daily rate of more than £625 £600 £593
UK excluding London median daily rate £375 £355 £350
% change year-on-year
+5.63% +1.42%
Number of hourly rates quoted 14 55 35
Median hourly rate £29.88 £25.00 £27.50
Median hourly rate % change year-on-year
+19.52% -9.09%
90% offered a hourly rate of more than £20.00 £16.50 £14.30
10% offered a hourly rate of more than £190.00 £53.59 £125.00
UK excluding London median hourly rate £32.00 £28.50 £25.00
% change year-on-year
+12.28% +14.00%

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 July 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 July 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 +26 10 £513 +13.88% 8
Feltham +5 8 £475 +3.82%
Paddington +5 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 25 July 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.

1 111 (51.15%) SQL
2 69 (31.80%) Finance
3 59 (27.19%) Agile Software Development
3 59 (27.19%) Data Analysis
4 50 (23.04%) Analytical Skills
5 43 (19.82%) Banking
5 43 (19.82%) Data Modelling
6 41 (18.89%) Oracle
7 40 (18.43%) SAS
7 40 (18.43%) Analytics
8 38 (17.51%) Big Data
9 37 (17.05%) Business Intelligence
10 36 (16.59%) Java
10 36 (16.59%) Hadoop
11 34 (15.67%) Python
12 32 (14.75%) HTML
13 31 (14.29%) R
14 30 (13.82%) Tableau
14 30 (13.82%) SQL Server
15 28 (12.90%) Microsoft
16 27 (12.44%) Data Warehouse
17 26 (11.98%) Software Engineering
17 26 (11.98%) Degree
18 25 (11.52%) Continuous Integration
18 25 (11.52%) Machine Learning
19 24 (11.06%) JavaScript
19 24 (11.06%) Project Management
20 23 (10.60%) Teradata
20 23 (10.60%) Data Quality
21 22 (10.14%) Marketing

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 40 (18.43%) SAS
2 16 (7.37%) Apache Pig
3 9 (4.15%) Elasticsearch
4 5 (2.30%) Apache Spark
4 5 (2.30%) Confluence
5 4 (1.84%) Apache
5 4 (1.84%) CMS
5 4 (1.84%) Tomcat
6 3 (1.38%) SharePoint
7 1 (0.46%) BizTalk Server
7 1 (0.46%) Facebook Platform
7 1 (0.46%) Jetty
7 1 (0.46%) nginx
7 1 (0.46%) WebLogic
Applications
1 21 (9.68%) MS Excel
2 16 (7.37%) SPSS
3 13 (5.99%) Stata
4 10 (4.61%) MS Office
5 5 (2.30%) MS PowerPoint
6 2 (0.92%) MS Visio
7 1 (0.46%) Photoshop
Business Applications
1 1 (0.46%) Dynamics CRM
1 1 (0.46%) Investran
1 1 (0.46%) Oracle 11i
1 1 (0.46%) Oracle AML
1 1 (0.46%) Oracle EBS R12
1 1 (0.46%) Radian6
1 1 (0.46%) SAP Oil and Gas
1 1 (0.46%) WebTrends
Cloud Services
1 9 (4.15%) Amazon AWS
2 3 (1.38%) Amazon CloudWatch
2 3 (1.38%) AWS CloudFormation
3 2 (0.92%) Google Analytics
4 1 (0.46%) AdWords
4 1 (0.46%) Amazon EMR
4 1 (0.46%) GitHub
4 1 (0.46%) Google Cloud Platform
4 1 (0.46%) Responsys
Communications & Networking
1 7 (3.23%) LAN
1 7 (3.23%) WAN
2 5 (2.30%) SMS
3 3 (1.38%) Internet
3 3 (1.38%) WAAS
4 1 (0.46%) BGP
4 1 (0.46%) EIGRP
4 1 (0.46%) Kerberos
4 1 (0.46%) Multicast
4 1 (0.46%) SAN
4 1 (0.46%) WebEx
Database & Business Intelligence
1 38 (17.51%) Big Data
2 36 (16.59%) Hadoop
3 30 (13.82%) SQL Server
4 27 (12.44%) Data Warehouse
5 21 (9.68%) Apache Hive
5 21 (9.68%) QlikView
6 17 (7.83%) BusinessObjects
6 17 (7.83%) MySQL
6 17 (7.83%) Relational Database
7 14 (6.45%) HBase
8 12 (5.53%) CouchDB
9 10 (4.61%) SQL Server Analysis Services
9 10 (4.61%) SQL Server Reporting Services
10 9 (4.15%) SQL Server Integration Services
11 7 (3.23%) SAP HANA
12 6 (2.76%) Base SAS
12 6 (2.76%) SAS Data Integration Studio
13 5 (2.30%) GIS
13 5 (2.30%) MongoDB
13 5 (2.30%) Text Mining
Development Applications
1 11 (5.07%) TeamCity
1 11 (5.07%) Visual Studio
2 7 (3.23%) Jenkins
3 6 (2.76%) HP UFT
3 6 (2.76%) SonarQube
4 5 (2.30%) JUnit
5 4 (1.84%) Ant
5 4 (1.84%) Git (software)
5 4 (1.84%) Maven
6 3 (1.38%) GoCD
6 3 (1.38%) JIRA
6 3 (1.38%) Talend Open Studio
7 2 (0.92%) ERwin
7 2 (0.92%) Subversion
8 1 (0.46%) Eclipse
8 1 (0.46%) eggPlant
8 1 (0.46%) LoadRunner
8 1 (0.46%) Oracle Forms
8 1 (0.46%) WATIR
8 1 (0.46%) Zephyr
General
1 69 (31.80%) Finance
2 43 (19.82%) Banking
3 22 (10.14%) Marketing
4 11 (5.07%) Front Office
4 11 (5.07%) Investment Banking
5 6 (2.76%) Retail
6 5 (2.30%) Telecoms
7 4 (1.84%) Advertising
8 3 (1.38%) Manufacturing
8 3 (1.38%) Publishing
9 2 (0.92%) Back Office
9 2 (0.92%) Legal
9 2 (0.92%) Pharmaceutical
10 1 (0.46%) Bulgarian Language
10 1 (0.46%) Electronics
10 1 (0.46%) Estonian Language
10 1 (0.46%) Financial Institution
10 1 (0.46%) Latvian Language
10 1 (0.46%) Lithuanian Language
10 1 (0.46%) Romanian Language
Job Titles
1 78 (35.94%) Analyst
2 31 (14.29%) Developer
3 28 (12.90%) Business Analyst
4 26 (11.98%) Data Analyst
5 22 (10.14%) Architect
6 16 (7.37%) Data Engineer
7 14 (6.45%) Big Data Engineer
8 11 (5.07%) Data Scientist
9 9 (4.15%) DevOps Engineer
10 8 (3.69%) Data Architect
10 8 (3.69%) Senior Analyst
11 7 (3.23%) Data Business Analyst
11 7 (3.23%) Risk Analyst
11 7 (3.23%) Software Engineer
11 7 (3.23%) SQL Analyst
12 6 (2.76%) .NET Developer
12 6 (2.76%) Agile Developer
12 6 (2.76%) Applications Architect
12 6 (2.76%) Financial Analyst
12 6 (2.76%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 32 (14.75%) HTML
2 22 (10.14%) CSS
3 21 (9.68%) .NET
4 18 (8.29%) XML
5 13 (5.99%) Ruby on Rails
6 11 (5.07%) HTML5
7 10 (4.61%) Natural Language Processing
8 8 (3.69%) ELK Stack
8 8 (3.69%) Web Services
9 7 (3.23%) jQuery
10 6 (2.76%) XSLT
11 5 (2.30%) .NET Framework
11 5 (2.30%) Entity Framework
11 5 (2.30%) Middleware
11 5 (2.30%) NHibernate
11 5 (2.30%) Silverlight
12 4 (1.84%) D3.js
12 4 (1.84%) FIX Protocol
12 4 (1.84%) SOAP
12 4 (1.84%) Spring
Miscellaneous
1 50 (23.04%) Analytical Skills
2 20 (9.22%) Visualisation
3 15 (6.91%) Statistics
4 13 (5.99%) Computer Science
4 13 (5.99%) Performance Metrics
5 12 (5.53%) Credit Risk
5 12 (5.53%) Management Information System
6 11 (5.07%) Fixed Income
7 8 (3.69%) Data Structures
8 7 (3.23%) Data Extraction
8 7 (3.23%) Mathematics
9 6 (2.76%) Data Integration
10 5 (2.30%) Algorithms
10 5 (2.30%) Equities
11 4 (1.84%) Market Risk
11 4 (1.84%) Physics
11 4 (1.84%) User Experience
12 3 (1.38%) Mobile App
12 3 (1.38%) Reference Data
12 3 (1.38%) Video on Demand
Operating Systems
1 18 (8.29%) Unix
2 11 (5.07%) Windows
3 10 (4.61%) Linux
4 1 (0.46%) Android
4 1 (0.46%) Apple iOS
4 1 (0.46%) Windows 10
4 1 (0.46%) Windows Server
4 1 (0.46%) Windows Server 2012
4 1 (0.46%) zOS
Processes & Methodologies
1 59 (27.19%) Agile Software Development
1 59 (27.19%) Data Analysis
2 43 (19.82%) Data Modelling
3 40 (18.43%) Analytics
4 37 (17.05%) Business Intelligence
5 26 (11.98%) Software Engineering
6 25 (11.52%) Continuous Integration
6 25 (11.52%) Machine Learning
7 24 (11.06%) Project Management
8 22 (10.14%) Migration
9 21 (9.68%) Business Analysis
10 20 (9.22%) E-Commerce
11 18 (8.29%) CRM
11 18 (8.29%) DevOps
11 18 (8.29%) ETL
12 17 (7.83%) Data Visualisation
12 17 (7.83%) SDLC
13 15 (6.91%) Web Application Development
14 14 (6.45%) Scrum
15 13 (5.99%) Data Management
Programming Languages
1 111 (51.15%) SQL
2 36 (16.59%) Java
3 34 (15.67%) Python
4 31 (14.29%) R
5 24 (11.06%) JavaScript
6 21 (9.68%) PHP
7 16 (7.37%) Ruby
7 16 (7.37%) Shell Script
8 15 (6.91%) Perl
8 15 (6.91%) PL/SQL
9 14 (6.45%) MATLAB
10 12 (5.53%) C#
10 12 (5.53%) C++
11 10 (4.61%) T-SQL
12 8 (3.69%) PowerShell
12 8 (3.69%) VBA
13 4 (1.84%) Scala
14 3 (1.38%) C
14 3 (1.38%) SAS Macro
15 1 (0.46%) SPARQL
Qualifications
1 26 (11.98%) Degree
2 4 (1.84%) Security Cleared
3 3 (1.38%) DV Cleared
3 3 (1.38%) PhD
4 2 (0.92%) ACCA
4 2 (0.92%) BPSS Clearance
4 2 (0.92%) CIMA
4 2 (0.92%) PMI Certification
4 2 (0.92%) PMP
4 2 (0.92%) SC Cleared
5 1 (0.46%) CCNP
5 1 (0.46%) Cisco Certification
5 1 (0.46%) ISEB
5 1 (0.46%) ISTQB
5 1 (0.46%) ISTQB Foundation Certification
5 1 (0.46%) ITIL Certification
5 1 (0.46%) PgMP
5 1 (0.46%) PRINCE2 Certification
Quality Assurance & Compliance
1 23 (10.60%) Data Quality
2 15 (6.91%) QA
3 4 (1.84%) COREP
3 4 (1.84%) CRD IV
4 3 (1.38%) Basel II
4 3 (1.38%) Basel III
4 3 (1.38%) Solvency II
5 2 (0.92%) COBIT
5 2 (0.92%) SLA
6 1 (0.46%) GAAP
6 1 (0.46%) ISO/IEC 27001
6 1 (0.46%) MiFID
System Software
1 2 (0.92%) Active Directory
2 1 (0.46%) Apache Flume
2 1 (0.46%) Apache ZooKeeper
2 1 (0.46%) Ceph
2 1 (0.46%) Docker
2 1 (0.46%) HDFS
Systems Management
1 8 (3.69%) Graphite
1 8 (3.69%) Kibana
1 8 (3.69%) logstash
1 8 (3.69%) StatsD
2 6 (2.76%) Ansible
2 6 (2.76%) Opscode Chef
3 4 (1.84%) Puppet
4 3 (1.38%) Nagios
4 3 (1.38%) ZABBIX
5 1 (0.46%) Data Guard
5 1 (0.46%) Mesos
5 1 (0.46%) Oozie
5 1 (0.46%) Oracle RMAN
Vendors
1 41 (18.89%) Oracle
2 30 (13.82%) Tableau
3 28 (12.90%) Microsoft
4 23 (10.60%) Teradata
5 13 (5.99%) Informatica
5 13 (5.99%) SAP
6 7 (3.23%) Salesforce.com
7 6 (2.76%) IBM
8 5 (2.30%) Cognos
8 5 (2.30%) HP
8 5 (2.30%) Salesforce Marketing Cloud
9 4 (1.84%) Splunk
10 3 (1.38%) i2
10 3 (1.38%) New Relic
10 3 (1.38%) Talend
10 3 (1.38%) Vertica
11 2 (0.92%) Atlassian
11 2 (0.92%) Escenic
11 2 (0.92%) Google
11 2 (0.92%) MicroStrategy
City, London
Eames Consulting
Rate: £300 - £350 per day
Posted: 5 days ago
South West London
Lawrence Harvey
Rate: £170 per day
Posted: 7 days ago