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 February 2017 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 Feb 2017
Same period 2016 Same period 2015
Data Mining
England / London
Rank 333 332 323
Rank change year-on-year
-1 -9
Contract jobs citing Data Mining 64 87 89
As % of all contract IT jobs located in London 0.34% 0.41% 0.42%
As % of the Database & Business Intelligence category 1.37% 1.71% 1.74%
Number of daily rates quoted 48 57 67
Median daily rate £450 £500 £450
Median daily rate % change year-on-year
-10.00% +11.11%
90% offered a daily rate of more than £313 £275 £350
10% offered a daily rate of more than £650 £600 £575
UK excluding London median daily rate £325 £373 £338
% change year-on-year
-12.75% +10.37%
Number of hourly rates quoted 0 1 1
Median hourly rate - £47.50 £90.00
Median hourly rate % change year-on-year
- -47.22%
UK excluding London median hourly rate £21.00 £15.00 £25.00
% change year-on-year
+40.00% -40.00%

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
4685 5093 5120
As % of all contract IT jobs located in London 24.53% 23.75% 24.01%
Number of daily rates quoted 3408 3681 3592
Median daily rate £500 £465 £450
Median daily rate % change year-on-year
+7.52% +3.33%
90% offered a daily rate of more than £350 £325 £300
10% offered a daily rate of more than £625 £600 £600
UK excluding London median daily rate £400 £375 £375
% change year-on-year
+6.66% -
Number of hourly rates quoted 17 29 37
Median hourly rate £30.00 £45.00 £24.23
Median hourly rate % change year-on-year
-33.33% +85.72%
90% offered a hourly rate of more than £19.00 £17.75 £13.90
10% offered a hourly rate of more than £47.00 £50.00 £50.00
UK excluding London median hourly rate £35.00 £32.50 £32.50
% change year-on-year
+7.69% -

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 February 2017.

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 February 2017. 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 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 +1 6 £450 -10.00% 8
Canary Wharf - 4 £500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 25 February 2017, 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 89 (60.54%) SQL
2 52 (35.37%) Analytics
3 47 (31.97%) Finance
4 44 (29.93%) Business Intelligence
5 43 (29.25%) Big Data
6 41 (27.89%) R
7 39 (26.53%) Analytical Skills
7 39 (26.53%) Data Analysis
8 38 (25.85%) Data Modelling
8 38 (25.85%) Python
9 37 (25.17%) Data Warehouse
10 36 (24.49%) MS Excel
11 33 (22.45%) Oracle
12 31 (21.09%) Visualisation
13 30 (20.41%) Hadoop
13 30 (20.41%) Tableau
13 30 (20.41%) Machine Learning
14 28 (19.05%) ETL
15 27 (18.37%) SQL Server
15 27 (18.37%) Agile Software Development
16 26 (17.69%) Microsoft
17 25 (17.01%) Java
17 25 (17.01%) Statistics
18 24 (16.33%) Data Visualisation
19 23 (15.65%) Algorithms
19 23 (15.65%) Degree
19 23 (15.65%) Data Management
20 21 (14.29%) Apache Hive
20 21 (14.29%) NoSQL
21 20 (13.61%) Apache Cassandra

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 18 (12.24%) Apache Spark
1 18 (12.24%) SAS
2 16 (10.88%) Apache Pig
3 7 (4.76%) Oracle SOA Suite
4 6 (4.08%) Apache Solr
5 4 (2.72%) SharePoint
6 3 (2.04%) JBoss
7 2 (1.36%) Apache
8 1 (0.68%) CMS
8 1 (0.68%) Confluence
8 1 (0.68%) Elasticsearch
8 1 (0.68%) SharePoint 2010
8 1 (0.68%) SharePoint 2013
Applications
1 36 (24.49%) MS Excel
2 17 (11.56%) SPSS
3 13 (8.84%) MS Office
4 10 (6.80%) MS Visio
5 9 (6.12%) MS PowerPoint
6 6 (4.08%) MS Project
7 4 (2.72%) Weka
8 2 (1.36%) Spreadsheet
9 1 (0.68%) Stata
Business Applications
1 5 (3.40%) FastStats
1 5 (3.40%) SAP Oil and Gas
2 2 (1.36%) Eloqua
3 1 (0.68%) Dynamics AX
3 1 (0.68%) Dynamics CRM
3 1 (0.68%) HFM
3 1 (0.68%) Loan IQ
3 1 (0.68%) RMDS
Cloud Services
1 15 (10.20%) Amazon AWS
2 12 (8.16%) PaaS
3 9 (6.12%) IaaS
3 9 (6.12%) Microsoft Azure
4 5 (3.40%) IBM Cloud
4 5 (3.40%) SaaS
5 3 (2.04%) Amazon EC2
6 2 (1.36%) Amazon S3
6 2 (1.36%) Google Analytics
7 1 (0.68%) Adobe Analytics
7 1 (0.68%) Flurry Analytics
7 1 (0.68%) Force.com
7 1 (0.68%) GitHub
7 1 (0.68%) Google Cloud Platform
7 1 (0.68%) SmartFocus
Communications & Networking
1 9 (6.12%) DKIM
1 9 (6.12%) DMARC
1 9 (6.12%) Internet
1 9 (6.12%) SMTP
2 2 (1.36%) SSH
2 2 (1.36%) TCP/IP
3 1 (0.68%) Broadband
3 1 (0.68%) FTP
3 1 (0.68%) SMS
Database & Business Intelligence
1 43 (29.25%) Big Data
2 37 (25.17%) Data Warehouse
3 30 (20.41%) Hadoop
4 27 (18.37%) SQL Server
5 21 (14.29%) Apache Hive
5 21 (14.29%) NoSQL
6 20 (13.61%) Apache Cassandra
7 17 (11.56%) MongoDB
8 15 (10.20%) QlikView
8 15 (10.20%) SQL Server Reporting Services
9 13 (8.84%) SQL Server Integration Services
10 12 (8.16%) HBase
11 11 (7.48%) Relational Database
12 10 (6.80%) BusinessObjects
12 10 (6.80%) MS Access
13 9 (6.12%) Oracle Database
14 8 (5.44%) OLAP
14 8 (5.44%) Text Mining
15 7 (4.76%) OLTP
15 7 (4.76%) SQL Server Analysis Services
Development Applications
1 5 (3.40%) Talend Open Studio
1 5 (3.40%) Visual Studio
2 3 (2.04%) SQL Server Management Studio (SSMS)
3 2 (1.36%) JIRA
3 2 (1.36%) Team Foundation Server
4 1 (0.68%) Eclipse
4 1 (0.68%) Git (software)
General
1 47 (31.97%) Finance
2 18 (12.24%) Banking
3 16 (10.88%) Marketing
4 12 (8.16%) Retail
5 9 (6.12%) Telecoms
6 5 (3.40%) Electronics
6 5 (3.40%) Manufacturing
7 3 (2.04%) Advertising
8 2 (1.36%) French Language
8 2 (1.36%) Front Office
8 2 (1.36%) Investment Banking
8 2 (1.36%) Legal
8 2 (1.36%) Spanish Language
9 1 (0.68%) Games
9 1 (0.68%) General Ledger
9 1 (0.68%) Law
9 1 (0.68%) Local Government
9 1 (0.68%) Multimedia
9 1 (0.68%) Retail Banking
Job Titles
1 42 (28.57%) Analyst
2 27 (18.37%) Data Analyst
3 25 (17.01%) Data Scientist
3 25 (17.01%) Developer
4 19 (12.93%) Architect
5 13 (8.84%) Data Architect
5 13 (8.84%) SQL Analyst
6 9 (6.12%) Business Intelligence Manager
6 9 (6.12%) SQL Data Analyst
7 8 (5.44%) Excel Analyst
8 7 (4.76%) Business Analyst
8 7 (4.76%) Technical Analyst
9 6 (4.08%) Business Manager
9 6 (4.08%) Insight Analyst
10 5 (3.40%) CRM Analyst
10 5 (3.40%) Data Insight Analyst
10 5 (3.40%) Insight Data Analyst
10 5 (3.40%) Project Manager
10 5 (3.40%) Senior Analyst
10 5 (3.40%) SQL Developer
Libraries, Frameworks & Software Standards
1 11 (7.48%) .NET
1 11 (7.48%) Natural Language Processing
2 10 (6.80%) XML
3 8 (5.44%) Kafka
4 6 (4.08%) HTML
5 5 (3.40%) JSON
5 5 (3.40%) Lucene
6 4 (2.72%) CSS
7 3 (2.04%) AngularJS
7 3 (2.04%) Hibernate
7 3 (2.04%) JMS
7 3 (2.04%) REST
7 3 (2.04%) SOAP
7 3 (2.04%) Spring
7 3 (2.04%) Web Services
8 2 (1.36%) D3.js
8 2 (1.36%) MDX
8 2 (1.36%) NumPy
8 2 (1.36%) Regular Expression
8 2 (1.36%) Visualforce
Miscellaneous
1 39 (26.53%) Analytical Skills
2 23 (15.65%) Algorithms
3 19 (12.93%) Computer Science
4 6 (4.08%) Data Structures
4 6 (4.08%) Derivative
4 6 (4.08%) Management Information System
5 5 (3.40%) Credit Risk
5 5 (3.40%) Replication
6 4 (2.72%) Clustering
6 4 (2.72%) Fintech
6 4 (2.72%) Foreign Exchange (FX)
7 3 (2.04%) Fixed Income
7 3 (2.04%) NHS
7 3 (2.04%) Social Media
8 2 (1.36%) Mobile App
8 2 (1.36%) Online Banking
8 2 (1.36%) Social Network
9 1 (0.68%) Data Centre
9 1 (0.68%) User Experience
9 1 (0.68%) Virtual Team
Operating Systems
1 8 (5.44%) Linux
2 5 (3.40%) Red Hat Enterprise Linux
3 4 (2.72%) Windows
4 3 (2.04%) Android
4 3 (2.04%) Apple iOS
4 3 (2.04%) CentOS
4 3 (2.04%) Unix
5 1 (0.68%) Windows Server 2012
Processes & Methodologies
1 52 (35.37%) Analytics
2 44 (29.93%) Business Intelligence
3 39 (26.53%) Data Analysis
4 38 (25.85%) Data Modelling
5 31 (21.09%) Visualisation
6 30 (20.41%) Machine Learning
7 28 (19.05%) ETL
8 27 (18.37%) Agile Software Development
9 25 (17.01%) Statistics
10 24 (16.33%) Data Visualisation
11 23 (15.65%) Data Management
12 15 (10.20%) Project Management
13 14 (9.52%) Data Architecture
13 14 (9.52%) Mathematics
14 13 (8.84%) Statistical Analysis
15 12 (8.16%) Data Integration
15 12 (8.16%) Open Source
16 11 (7.48%) CRM
16 11 (7.48%) Stakeholder Management
16 11 (7.48%) TOGAF
Programming Languages
1 89 (60.54%) SQL
2 41 (27.89%) R
3 38 (25.85%) Python
4 25 (17.01%) Java
5 13 (8.84%) VBA
6 12 (8.16%) JavaScript
7 11 (7.48%) Scala
8 9 (6.12%) C++
8 9 (6.12%) MATLAB
9 7 (4.76%) C#
9 7 (4.76%) T-SQL
10 5 (3.40%) PL/SQL
11 3 (2.04%) Bash Shell
11 3 (2.04%) Perl
11 3 (2.04%) VB
12 2 (1.36%) Apex Code
12 2 (1.36%) Korn
12 2 (1.36%) Shell Script
13 1 (0.68%) C
Qualifications
1 23 (15.65%) Degree
2 14 (9.52%) Security Cleared
3 13 (8.84%) PhD
4 11 (7.48%) SC Cleared
5 9 (6.12%) PMP
6 3 (2.04%) PMI Certification
7 2 (1.36%) DV Cleared
7 2 (1.36%) PRINCE2 Practitioner
8 1 (0.68%) CBAP
8 1 (0.68%) ISEB
8 1 (0.68%) OCP
8 1 (0.68%) Oracle Certification
8 1 (0.68%) Postgraduate
Quality Assurance & Compliance
1 16 (10.88%) Data Quality
2 8 (5.44%) HMG Security Policy Framework
3 3 (2.04%) MiFID
4 2 (1.36%) IFRS
4 2 (1.36%) IFRS 9
4 2 (1.36%) QA
5 1 (0.68%) Actionable Recommendations
System Software
1 2 (1.36%) Apache Flume
1 2 (1.36%) Virtual Machines
2 1 (0.68%) HDFS
Systems Management
1 3 (2.04%) Data Guard
1 3 (2.04%) Hadoop YARN
2 2 (1.36%) Oozie
2 2 (1.36%) Oracle RMAN
3 1 (0.68%) Ansible
3 1 (0.68%) HP Quality Center
3 1 (0.68%) Opscode Chef
3 1 (0.68%) Puppet
3 1 (0.68%) SCCM
Vendors
1 33 (22.45%) Oracle
2 30 (20.41%) Tableau
3 26 (17.69%) Microsoft
4 12 (8.16%) IBM
5 9 (6.12%) Cognos
5 9 (6.12%) Informatica
5 9 (6.12%) SAP
6 8 (5.44%) Salesforce.com
7 7 (4.76%) Alteryx
7 7 (4.76%) Teradata
8 5 (3.40%) Alterian
8 5 (3.40%) Talend
9 4 (2.72%) Mapinfo
9 4 (2.72%) MicroStrategy
10 3 (2.04%) DataFlux
11 2 (1.36%) Ab Initio
11 2 (1.36%) Google
11 2 (1.36%) Marketo
11 2 (1.36%) Netezza
11 2 (1.36%) Red Hat
City, London
Talent International
Rate: £550 - £700 per day
Posted: 4 days ago