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 29 May 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
29 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 318 323 271
Rank change year-on-year
+5 -52
Contract jobs citing Data Mining 100 102 157
As % of all contract IT jobs located in London 0.46% 0.44% 0.68%
As % of the Database & Business Intelligence category 1.98% 1.87% 2.95%
Number of daily rates quoted 79 69 112
Median daily rate £500 £450 £450
Median daily rate % change year-on-year
+11.11% -
90% offered a daily rate of more than £320 £329 £275
10% offered a daily rate of more than £650 £630 £585
UK excluding London median daily rate £400 £356 £381
% change year-on-year
+12.28% -6.55%
Number of hourly rates quoted 1 1 1
Median hourly rate £16.52 £140.00 £46.23
Median hourly rate % change year-on-year
-88.20% +202.86%
UK excluding London median hourly rate £38.00 £34.50 £17.00
% change year-on-year
+10.14% +102.94%
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
5047 5448 5319
As % of all contract IT jobs located in London 23.20% 23.72% 23.04%
Number of daily rates quoted 3691 3797 3766
Median daily rate £475 £450 £425
Median daily rate % change year-on-year
+5.55% +5.88%
90% offered a daily rate of more than £325 £300 £300
10% offered a daily rate of more than £625 £600 £575
UK excluding London median daily rate £390 £363 £350
% change year-on-year
+7.58% +3.57%
Number of hourly rates quoted 30 48 26
Median hourly rate £24.00 £22.83 £27.50
Median hourly rate % change year-on-year
+5.12% -16.98%
90% offered a hourly rate of more than £17.20 £15.81 £10.90
10% offered a hourly rate of more than £99.00 £80.00 £125.00
UK excluding London median hourly rate £33.50 £26.00 £31.50
% change year-on-year
+28.84% -17.46%

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 29 May 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 29 May 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 +38 22 £525 +7.69% 15
Feltham +5 2 £318 +60.20%
Paddington - 2 - -
Canary Wharf +7 1 £325 -45.83%
Wimbledon - 1 - -
Harrow - 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 29 May 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 90 (42.25%) SQL
2 68 (31.92%) Finance
3 60 (28.17%) Agile Software Development
3 60 (28.17%) Analytics
4 56 (26.29%) Data Analysis
5 54 (25.35%) Data Modelling
6 51 (23.94%) Banking
7 50 (23.47%) Big Data
7 50 (23.47%) Analytical Skills
8 48 (22.54%) SAS
9 47 (22.07%) Business Intelligence
10 40 (18.78%) Python
11 39 (18.31%) R
12 38 (17.84%) Hadoop
13 36 (16.90%) Oracle
14 34 (15.96%) Java
15 33 (15.49%) Degree
16 32 (15.02%) Apache Hive
17 30 (14.08%) Data Warehouse
18 27 (12.68%) Microsoft
18 27 (12.68%) Tableau
18 27 (12.68%) Machine Learning
19 26 (12.21%) Visualisation
20 24 (11.27%) Marketing
20 24 (11.27%) Statistics
20 24 (11.27%) Computer Science
21 23 (10.80%) Data Quality
21 23 (10.80%) Data Visualisation
21 23 (10.80%) SPSS
22 21 (9.86%) MS Excel

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 48 (22.54%) SAS
2 16 (7.51%) Apache Pig
3 12 (5.63%) Apache Spark
4 8 (3.76%) Elasticsearch
5 6 (2.82%) SharePoint
6 5 (2.35%) Confluence
7 4 (1.88%) nginx
8 3 (1.41%) CMS
8 3 (1.41%) Tomcat
9 2 (0.94%) Apache
10 1 (0.47%) Facebook Platform
10 1 (0.47%) FileNet
10 1 (0.47%) Jetty
10 1 (0.47%) Node.js
Applications
1 23 (10.80%) SPSS
2 21 (9.86%) MS Excel
3 14 (6.57%) Stata
4 7 (3.29%) MS Office
5 5 (2.35%) MS PowerPoint
6 3 (1.41%) MS Visio
7 1 (0.47%) Acrobat
Business Applications
1 2 (0.94%) Dynamics CRM
2 1 (0.47%) Oracle 11i
2 1 (0.47%) Oracle AML
2 1 (0.47%) Oracle EBS R12
2 1 (0.47%) Oracle FAH
2 1 (0.47%) Oracle General Ledger
2 1 (0.47%) Radian6
2 1 (0.47%) SAP PM
2 1 (0.47%) WebTrends
Cloud Services
1 8 (3.76%) Amazon AWS
2 5 (2.35%) Google Analytics
3 1 (0.47%) AdWords
3 1 (0.47%) GitHub
3 1 (0.47%) Google Cloud Platform
Communications & Networking
1 3 (1.41%) SAN
1 3 (1.41%) WAAS
2 2 (0.94%) Internet
3 1 (0.47%) BGP
3 1 (0.47%) EIGRP
3 1 (0.47%) Kerberos
3 1 (0.47%) LAN
3 1 (0.47%) Multicast
3 1 (0.47%) NAS
3 1 (0.47%) Network Security
3 1 (0.47%) WAN
3 1 (0.47%) WebEx
Database & Business Intelligence
1 50 (23.47%) Big Data
2 38 (17.84%) Hadoop
3 32 (15.02%) Apache Hive
4 30 (14.08%) Data Warehouse
5 21 (9.86%) QlikView
6 20 (9.39%) HBase
7 17 (7.98%) SQL Server
8 16 (7.51%) MySQL
9 13 (6.10%) CouchDB
9 13 (6.10%) Relational Database
10 11 (5.16%) SQL Server Analysis Services
11 10 (4.69%) BusinessObjects
11 10 (4.69%) SQL Server Reporting Services
12 9 (4.23%) SQL Server Integration Services
13 8 (3.76%) Amazon Redshift
13 8 (3.76%) Text Mining
14 7 (3.29%) MongoDB
15 6 (2.82%) Base SAS
15 6 (2.82%) GIS
15 6 (2.82%) SAS Data Integration Studio
Development Applications
1 10 (4.69%) Visual Studio
2 6 (2.82%) HP UFT
2 6 (2.82%) TeamCity
3 4 (1.88%) Ant
3 4 (1.88%) ERwin
3 4 (1.88%) Git (software)
3 4 (1.88%) Jenkins
3 4 (1.88%) JIRA
3 4 (1.88%) JUnit
3 4 (1.88%) Maven
4 3 (1.41%) SonarQube
4 3 (1.41%) Talend Open Studio
4 3 (1.41%) Team Foundation Server
5 2 (0.94%) Subversion
6 1 (0.47%) Cucumber
6 1 (0.47%) Eclipse
6 1 (0.47%) LoadRunner
6 1 (0.47%) MSI
6 1 (0.47%) Sahi
6 1 (0.47%) SoapUI
General
1 68 (31.92%) Finance
2 51 (23.94%) Banking
3 24 (11.27%) Marketing
4 11 (5.16%) Front Office
4 11 (5.16%) Investment Banking
5 8 (3.76%) Retail
6 3 (1.41%) Advertising
6 3 (1.41%) Telecoms
7 2 (0.94%) Back Office
7 2 (0.94%) Legal
7 2 (0.94%) Manufacturing
7 2 (0.94%) Pharmaceutical
7 2 (0.94%) Publishing
8 1 (0.47%) Bulgarian Language
8 1 (0.47%) Estonian Language
8 1 (0.47%) Financial Institution
8 1 (0.47%) Latvian Language
8 1 (0.47%) Law
8 1 (0.47%) Lithuanian Language
8 1 (0.47%) Military
Job Titles
1 89 (41.78%) Analyst
2 36 (16.90%) Business Analyst
3 27 (12.68%) Data Analyst
4 19 (8.92%) Developer
5 17 (7.98%) Data Engineer
6 15 (7.04%) Big Data Engineer
7 14 (6.57%) Architect
8 11 (5.16%) Banking Analyst
8 11 (5.16%) Data Business Analyst
8 11 (5.16%) Data Scientist
8 11 (5.16%) Financial Analyst
8 11 (5.16%) Risk Analyst
9 9 (4.23%) Data Architect
9 9 (4.23%) SAS Analyst
9 9 (4.23%) SQL Analyst
10 8 (3.76%) Credit Analyst
10 8 (3.76%) Credit Risk Analyst
10 8 (3.76%) SAS Credit Risk Analyst
10 8 (3.76%) SAS Risk Analyst
10 8 (3.76%) Service Analyst
Libraries, Frameworks & Software Standards
1 14 (6.57%) CSS
1 14 (6.57%) HTML
2 13 (6.10%) .NET
3 12 (5.63%) Ruby on Rails
4 8 (3.76%) ELK Stack
5 7 (3.29%) SciPy
6 6 (2.82%) NumPy
6 6 (2.82%) Pandas
7 4 (1.88%) FIX Protocol
7 4 (1.88%) Middleware
7 4 (1.88%) Natural Language Processing
7 4 (1.88%) scikit-learn
8 3 (1.41%) D3.js
8 3 (1.41%) Django
8 3 (1.41%) J2EE
8 3 (1.41%) Matplotlib
8 3 (1.41%) Spring
8 3 (1.41%) XML
9 2 (0.94%) Java EE
9 2 (0.94%) MDX
Miscellaneous
1 50 (23.47%) Analytical Skills
2 26 (12.21%) Visualisation
3 24 (11.27%) Computer Science
3 24 (11.27%) Statistics
4 21 (9.86%) Management Information System
5 16 (7.51%) Credit Risk
6 15 (7.04%) Mathematics
7 12 (5.63%) Performance Metrics
8 7 (3.29%) Fixed Income
9 6 (2.82%) Data Extraction
9 6 (2.82%) Data Integration
9 6 (2.82%) Equities
9 6 (2.82%) Market Risk
9 6 (2.82%) Physics
10 5 (2.35%) Algorithms
10 5 (2.35%) Derivative
10 5 (2.35%) Economics
10 5 (2.35%) Mobile App
11 4 (1.88%) Data Structures
11 4 (1.88%) User Experience
Operating Systems
1 20 (9.39%) Unix
2 13 (6.10%) Linux
3 11 (5.16%) Windows
4 2 (0.94%) Windows Server 2008
5 1 (0.47%) Android
5 1 (0.47%) Apple iOS
5 1 (0.47%) Windows 10
5 1 (0.47%) Windows 8
5 1 (0.47%) Windows Server
5 1 (0.47%) Windows Server 2003
5 1 (0.47%) Windows XP
5 1 (0.47%) zOS
Processes & Methodologies
1 60 (28.17%) Agile Software Development
1 60 (28.17%) Analytics
2 56 (26.29%) Data Analysis
3 54 (25.35%) Data Modelling
4 47 (22.07%) Business Intelligence
5 27 (12.68%) Machine Learning
6 23 (10.80%) Data Visualisation
7 21 (9.86%) Software Engineering
8 20 (9.39%) Data Management
9 19 (8.92%) Business Analysis
10 18 (8.45%) ETL
10 18 (8.45%) Project Management
11 17 (7.98%) Continuous Integration
11 17 (7.98%) Migration
12 16 (7.51%) Data Analytics
13 15 (7.04%) DevOps
13 15 (7.04%) Statistical Analysis
13 15 (7.04%) Web Application Development
14 14 (6.57%) Scrum
15 13 (6.10%) CRM
Programming Languages
1 90 (42.25%) SQL
2 40 (18.78%) Python
3 39 (18.31%) R
4 34 (15.96%) Java
5 16 (7.51%) JavaScript
5 16 (7.51%) PHP
6 15 (7.04%) MATLAB
6 15 (7.04%) Shell Script
7 14 (6.57%) PL/SQL
7 14 (6.57%) VBA
8 13 (6.10%) Perl
9 12 (5.63%) Ruby
10 11 (5.16%) C++
11 6 (2.82%) PowerShell
11 6 (2.82%) T-SQL
12 5 (2.35%) C
12 5 (2.35%) C#
13 3 (1.41%) SAS Macro
13 3 (1.41%) Scala
14 1 (0.47%) VB
Qualifications
1 33 (15.49%) Degree
2 7 (3.29%) PhD
3 5 (2.35%) Security Cleared
4 4 (1.88%) BPSS Clearance
5 2 (0.94%) ACCA
5 2 (0.94%) CCNP
5 2 (0.94%) CIMA
5 2 (0.94%) Cisco Certification
5 2 (0.94%) DV Cleared
5 2 (0.94%) ITIL Certification
5 2 (0.94%) PMI Certification
5 2 (0.94%) PMP
5 2 (0.94%) SC Cleared
6 1 (0.47%) CCNA
6 1 (0.47%) CCVP
6 1 (0.47%) ISEB
6 1 (0.47%) MCSE
6 1 (0.47%) Microsoft Certification
6 1 (0.47%) PgMP
6 1 (0.47%) PRINCE2 Certification
Quality Assurance & Compliance
1 23 (10.80%) Data Quality
2 18 (8.45%) QA
3 4 (1.88%) COREP
3 4 (1.88%) CRD IV
3 4 (1.88%) SLA
4 3 (1.41%) Basel II
4 3 (1.41%) Basel III
5 2 (0.94%) COBIT
6 1 (0.47%) GAAP
6 1 (0.47%) ISO/IEC 27001
6 1 (0.47%) Solvency II
System Software
1 4 (1.88%) Active Directory
2 2 (0.94%) HDFS
3 1 (0.47%) Apache Flume
3 1 (0.47%) Apache ZooKeeper
3 1 (0.47%) Hyper-V
3 1 (0.47%) Microsoft App-V
3 1 (0.47%) VMware Infrastructure
Systems Management
1 8 (3.76%) Graphite
1 8 (3.76%) Kibana
1 8 (3.76%) logstash
1 8 (3.76%) StatsD
2 3 (1.41%) Ansible
2 3 (1.41%) Nagios
2 3 (1.41%) Opscode Chef
2 3 (1.41%) ZABBIX
3 1 (0.47%) Data Guard
3 1 (0.47%) Microsoft Data Protection Manager
3 1 (0.47%) Oozie
3 1 (0.47%) Oracle RMAN
3 1 (0.47%) Puppet
3 1 (0.47%) SCCM
Vendors
1 36 (16.90%) Oracle
2 27 (12.68%) Microsoft
2 27 (12.68%) Tableau
3 15 (7.04%) Informatica
4 14 (6.57%) Teradata
5 9 (4.23%) Cognos
6 5 (2.35%) Google
6 5 (2.35%) HP
6 5 (2.35%) IBM
7 4 (1.88%) SAP
8 3 (1.41%) Alteryx
8 3 (1.41%) i2
8 3 (1.41%) New Relic
8 3 (1.41%) Optimizely
8 3 (1.41%) ServiceNow
8 3 (1.41%) Talend
8 3 (1.41%) Vertica
9 2 (0.94%) Atlassian
9 2 (0.94%) CA
9 2 (0.94%) Cloudera
London
Hays Specialist Recruitment Ltd
Rate: £275.00 - £300.00 per day
Posted: 2 days ago
City, London
ANSON MCCADE
Rate: UKP 380 per day
Posted: 3 days ago
City, London
TEKsystems
Rate: £550 - £600 per day
Posted: 4 days ago
City of London
Churchill Frank International
Posted: 11 days ago
London
Hays London City Cheapside
Rate: £575.00 - £700.00 per day
Posted: 19 days ago
London
EE
Rate: Competitive + benefits
Posted: 17 days ago