The table below looks at the statistics for Data Mining skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 342 349 360
Rank change year-on-year
+7 +11
Permanent jobs citing Data Mining 303 356 356
As % of all permanent IT jobs located in London 0.78% 0.81% 0.75%
As % of the Database & Business Intelligence category 2.67% 2.71% 2.41%
Number of salaries quoted 265 269 304
Median salary £62,500 £60,000 £55,000
Median salary % change year-on-year
+4.16% +9.09%
90% offered a salary of more than £41,750 £33,300 £35,000
10% offered a salary of more than £100,000 £85,000 £80,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
Data Mining
England

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

Database & Business Intelligence Category
London
Permanent IT job ads with a match in the
Database & Business Intelligence category
11366 13148 14790
As % of all permanent IT jobs located in London 29.44% 29.91% 31.29%
Number of salaries quoted 9898 11118 12850
Median salary £60,000 £57,500 £52,500
Median salary % change year-on-year
+4.34% +9.52%
90% offered a salary of more than £40,000 £39,000 £36,500
10% offered a salary of more than £85,000 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

Data Mining
Jobs Demand Trend in London

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

Data Mining Jobs Demand Trend in London

Data Mining
Salary Trend in London

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

Data Mining Salary Trend in London

Data Mining
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Mining across the London region over the 3 months to 27 August 2016.

Data Mining Salary Histogram in London

Data Mining
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the London region over the 3 months to 27 August 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +27 48 £65,000 +4.00% 10
Croydon - 1 £29,500 -
Canary Wharf - 1 £55,000 -
Southwark - 1 £55,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 27 August 2016, IT 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 job ads across the London region with a requirement for Data Mining.

1 329 (45.69%) Analytics
2 325 (45.14%) SQL
3 268 (37.22%) Python
4 256 (35.56%) Machine Learning
5 251 (34.86%) Big Data
6 235 (32.64%) Finance
7 230 (31.94%) Degree
8 214 (29.72%) Analytical Skills
9 197 (27.36%) Computer Science
10 179 (24.86%) R
11 168 (23.33%) Statistics
12 162 (22.50%) Hadoop
13 161 (22.36%) Business Intelligence
14 154 (21.39%) Visualisation
15 147 (20.42%) Java
16 138 (19.17%) Algorithms
17 124 (17.22%) Marketing
18 120 (16.67%) Data Analytics
19 116 (16.11%) Apache Spark
20 112 (15.56%) PhD
21 111 (15.42%) SAS
21 111 (15.42%) Mathematics
22 109 (15.14%) Data Analysis
23 103 (14.31%) Predictive Modelling
24 98 (13.61%) Agile Software Development
25 96 (13.33%) Relational Database
26 95 (13.19%) Data Warehouse
27 92 (12.78%) SQL Server
28 91 (12.64%) NoSQL
29 82 (11.39%) ETL

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
1 116 (16.11%) Apache Spark
2 111 (15.42%) SAS
3 52 (7.22%) Apache Pig
4 20 (2.78%) Tomcat
5 19 (2.64%) Apache
6 14 (1.94%) Elasticsearch
7 9 (1.25%) SharePoint
8 7 (0.97%) Confluence
9 5 (0.69%) Apache Solr
10 4 (0.56%) GlassFish
10 4 (0.56%) OpenStack
11 3 (0.42%) CMS
11 3 (0.42%) SharePoint 2013
12 1 (0.14%) Oracle Coherence
12 1 (0.14%) SharePoint Server
12 1 (0.14%) Skype for Business
12 1 (0.14%) WebSphere
Applications
1 65 (9.03%) MS Excel
2 63 (8.75%) SPSS
3 24 (3.33%) MS Office
4 10 (1.39%) MS PowerPoint
5 7 (0.97%) MS Visio
6 5 (0.69%) Mathematica
7 4 (0.56%) Weka
8 3 (0.42%) Stata
9 2 (0.28%) CPLEX
10 1 (0.14%) Spreadsheet
Business Applications
1 7 (0.97%) Relativity
2 3 (0.42%) Oracle AML
3 2 (0.28%) Investran
3 2 (0.28%) SAP Oil and Gas
4 1 (0.14%) Adobe Campaign
4 1 (0.14%) Dynamics CRM
4 1 (0.14%) FastStats
4 1 (0.14%) Infor CRM
4 1 (0.14%) Maximo
4 1 (0.14%) Oracle CRM
4 1 (0.14%) Oracle EBS
4 1 (0.14%) Oracle Financials
4 1 (0.14%) Oracle Retail
4 1 (0.14%) PeopleSoft Financials
4 1 (0.14%) Pivotal CRM
4 1 (0.14%) RMDS
4 1 (0.14%) SAP CRM
4 1 (0.14%) Scribe Insight
4 1 (0.14%) Unica
Cloud Services
1 57 (7.92%) Amazon AWS
2 24 (3.33%) Amazon EC2
3 19 (2.64%) Amazon S3
4 18 (2.50%) Amazon EMR
5 12 (1.67%) Google Analytics
6 10 (1.39%) Microsoft Azure
7 9 (1.25%) SaaS
8 7 (0.97%) Amazon ELB
8 7 (0.97%) AWS Elastic Beanstalk
9 5 (0.69%) Adobe Analytics
9 5 (0.69%) Amazon SQS
9 5 (0.69%) Cloud Computing
10 4 (0.56%) Google Cloud Platform
11 2 (0.28%) FinancialForce.com
11 2 (0.28%) GitHub
11 2 (0.28%) PaaS
12 1 (0.14%) Amazon Kinesis
12 1 (0.14%) Google Tag Manager
Communications & Networking
1 5 (0.69%) Firewall
2 4 (0.56%) TCP/IP
3 3 (0.42%) DNS
3 3 (0.42%) HTTPS
3 3 (0.42%) Internet
3 3 (0.42%) LDAP
3 3 (0.42%) Skype
3 3 (0.42%) TACACS
3 3 (0.42%) VLAN
4 2 (0.28%) Cisco Nexus
4 2 (0.28%) DSL
4 2 (0.28%) Network Security
4 2 (0.28%) Wi-Fi
5 1 (0.14%) Cisco ASA
5 1 (0.14%) Fibre Channel
5 1 (0.14%) GSM
5 1 (0.14%) LAN
5 1 (0.14%) SAN
5 1 (0.14%) SMS
5 1 (0.14%) VPN
Database & Business Intelligence
1 251 (34.86%) Big Data
2 162 (22.50%) Hadoop
3 96 (13.33%) Relational Database
4 95 (13.19%) Data Warehouse
5 92 (12.78%) SQL Server
6 91 (12.64%) NoSQL
7 68 (9.44%) Apache Hive
8 47 (6.53%) SQL Server Integration Services
9 44 (6.11%) Text Mining
10 43 (5.97%) MongoDB
10 43 (5.97%) SQL Server Reporting Services
11 36 (5.00%) RDBMS
12 33 (4.58%) Apache Cassandra
13 32 (4.44%) SQL Server Analysis Services
14 31 (4.31%) Amazon Redshift
15 30 (4.17%) MySQL
15 30 (4.17%) SQL Server 2008
16 28 (3.89%) PostgreSQL
17 20 (2.78%) Impala
18 18 (2.50%) SQL Server 2012
Development Applications
1 32 (4.44%) Git (software)
2 27 (3.75%) Jenkins
3 12 (1.67%) Vagrant
3 12 (1.67%) Yeoman
4 9 (1.25%) JIRA
5 7 (0.97%) Cucumber
5 7 (0.97%) Maven
6 6 (0.83%) FitNesse
6 6 (0.83%) TeamCity
6 6 (0.83%) Visual Studio
6 6 (0.83%) WebDriver
7 5 (0.69%) Eclipse
7 5 (0.69%) PowerDesigner
8 4 (0.56%) Appium
8 4 (0.56%) Calabash
8 4 (0.56%) Selenium
9 3 (0.42%) ERwin
9 3 (0.42%) IntelliJ
9 3 (0.42%) NetBeans
9 3 (0.42%) Talend Open Studio
General
1 235 (32.64%) Finance
2 124 (17.22%) Marketing
3 52 (7.22%) Retail
4 38 (5.28%) Banking
5 34 (4.72%) Legal
6 27 (3.75%) Advertising
7 24 (3.33%) Telecoms
8 15 (2.08%) Law
8 15 (2.08%) Manufacturing
9 12 (1.67%) Publishing
10 9 (1.25%) French Language
10 9 (1.25%) Games
11 8 (1.11%) Italian Language
11 8 (1.11%) Spanish Language
12 7 (0.97%) Back Office
13 6 (0.83%) Automotive
13 6 (0.83%) Financial Institution
14 5 (0.69%) Pharmaceutical
15 4 (0.56%) German Language
15 4 (0.56%) Investment Banking
Job Titles
1 181 (25.14%) Data Scientist
2 150 (20.83%) Developer
3 120 (16.67%) Analyst
4 55 (7.64%) Senior Data Scientist
5 50 (6.94%) Consultant
6 43 (5.97%) Machine Learning Scientist
7 42 (5.83%) Java Developer
8 38 (5.28%) Architect
8 38 (5.28%) Quantitative Developer
9 35 (4.86%) Data Analyst
10 32 (4.44%) Data Architect
11 29 (4.03%) Senior Developer
12 26 (3.61%) Data Engineer
12 26 (3.61%) Data Manager
12 26 (3.61%) Test Manager
13 25 (3.47%) Junior
13 25 (3.47%) Python Developer
14 24 (3.33%) Business Analyst
14 24 (3.33%) Programme Manager
15 23 (3.19%) Programme Test Manager
Libraries, Frameworks & Software Standards
1 44 (6.11%) Natural Language Processing
2 35 (4.86%) scikit-learn
3 33 (4.58%) .NET
4 27 (3.75%) Pandas
5 24 (3.33%) AngularJS
5 24 (3.33%) Web Services
6 22 (3.06%) SciPy
7 21 (2.92%) Spring
8 16 (2.22%) NumPy
9 15 (2.08%) D3.js
10 14 (1.94%) RabbitMQ
10 14 (1.94%) WCF
10 14 (1.94%) XML
11 12 (1.67%) Cascalog
11 12 (1.67%) MDX
12 10 (1.39%) HTML
12 10 (1.39%) Middleware
13 9 (1.25%) ASP.NET
13 9 (1.25%) Ruby on Rails
13 9 (1.25%) SOAP
Miscellaneous
1 214 (29.72%) Analytical Skills
2 197 (27.36%) Computer Science
3 168 (23.33%) Statistics
4 154 (21.39%) Visualisation
5 138 (19.17%) Algorithms
6 111 (15.42%) Mathematics
7 50 (6.94%) Hedge funds
8 40 (5.56%) Physics
9 33 (4.58%) Data Integration
10 31 (4.31%) Neural Network
11 27 (3.75%) Data Structures
12 25 (3.47%) Artificial Intelligence
13 23 (3.19%) Fintech
14 20 (2.78%) Economics
14 20 (2.78%) Fixed Income
15 18 (2.50%) CUDA
15 18 (2.50%) Management Information System
16 12 (1.67%) Clustering
16 12 (1.67%) Credit Risk
16 12 (1.67%) Psychology
Operating Systems
1 37 (5.14%) Linux
2 13 (1.81%) Windows
3 9 (1.25%) Unix
4 5 (0.69%) Android
4 5 (0.69%) Apple iOS
5 3 (0.42%) Windows Server
6 1 (0.14%) Windows 10
Processes & Methodologies
1 329 (45.69%) Analytics
2 256 (35.56%) Machine Learning
3 161 (22.36%) Business Intelligence
4 120 (16.67%) Data Analytics
5 109 (15.14%) Data Analysis
6 103 (14.31%) Predictive Modelling
7 98 (13.61%) Agile Software Development
8 82 (11.39%) ETL
9 73 (10.14%) Data Visualisation
10 61 (8.47%) Statistical Modelling
11 56 (7.78%) MapReduce
12 53 (7.36%) Software Engineering
13 51 (7.08%) OO
14 48 (6.67%) Data Modelling
15 47 (6.53%) Open Source
16 44 (6.11%) CRM
16 44 (6.11%) Statistical Analysis
17 41 (5.69%) Data Management
17 41 (5.69%) Operations Research
18 39 (5.42%) TDD
Programming Languages
1 325 (45.14%) SQL
2 268 (37.22%) Python
3 179 (24.86%) R
4 147 (20.42%) Java
5 74 (10.28%) C++
6 55 (7.64%) MATLAB
7 52 (7.22%) Scala
8 44 (6.11%) T-SQL
9 32 (4.44%) JavaScript
10 30 (4.17%) C#
11 29 (4.03%) Clojure
12 23 (3.19%) VBA
13 19 (2.64%) Ruby
14 17 (2.36%) Perl
15 15 (2.08%) Bash Shell
16 14 (1.94%) VB
17 13 (1.81%) Julia
18 12 (1.67%) Cypher
19 10 (1.39%) PHP
20 8 (1.11%) PL/SQL
Qualifications
1 230 (31.94%) Degree
2 112 (15.56%) PhD
3 7 (0.97%) Microsoft Certification
4 6 (0.83%) CCNA
4 6 (0.83%) CEH
4 6 (0.83%) Cisco Certification
4 6 (0.83%) PRINCE2 Certification
5 4 (0.56%) SC Cleared
5 4 (0.56%) Security Cleared
6 3 (0.42%) ACCA
6 3 (0.42%) CCNP
6 3 (0.42%) CCSA
6 3 (0.42%) CIMA
6 3 (0.42%) CISM
6 3 (0.42%) CISSP
6 3 (0.42%) ECSA
6 3 (0.42%) JNCIA
7 2 (0.28%) MCDBA
7 2 (0.28%) MCITP
7 2 (0.28%) MCTS
Quality Assurance & Compliance
1 28 (3.89%) Data Quality
2 12 (1.67%) QA
3 4 (0.56%) Actionable Recommendations
4 1 (0.14%) ISAE 3402
4 1 (0.14%) ISO/IEC 27001
4 1 (0.14%) SLA
4 1 (0.14%) SSAE 16
System Software
1 15 (2.08%) Docker
2 12 (1.67%) Virtual Machines
2 12 (1.67%) VirtualBox
3 9 (1.25%) Active Directory
3 9 (1.25%) Ceph
4 8 (1.11%) HDFS
5 5 (0.69%) Apache Flume
6 4 (0.56%) vSphere
7 3 (0.42%) KVM
7 3 (0.42%) Veritas Cluster Server
8 2 (0.28%) VMware Infrastructure
9 1 (0.14%) Firmware
9 1 (0.14%) Hyper-V
9 1 (0.14%) vCloud
9 1 (0.14%) XenServer
Systems Management
1 9 (1.25%) Mesos
2 7 (0.97%) Host Intrusion Detection System
3 6 (0.83%) Hadoop YARN
3 6 (0.83%) SCCM
4 5 (0.69%) Opscode Chef
5 4 (0.56%) EnCase
6 3 (0.42%) Puppet
7 1 (0.14%) AirWatch
7 1 (0.14%) HP Quality Center
7 1 (0.14%) ITRS Geneos
7 1 (0.14%) Thomson Reuters DACS
7 1 (0.14%) vRealize
7 1 (0.14%) WSUS
Vendors
1 80 (11.11%) Microsoft
2 49 (6.81%) Oracle
3 32 (4.44%) Google
4 26 (3.61%) Tableau
5 19 (2.64%) Bloomberg
5 19 (2.64%) IBM
6 14 (1.94%) Cognos
6 14 (1.94%) Informatica
7 12 (1.67%) RapidMiner
7 12 (1.67%) Salesforce.com
8 9 (1.25%) SAP
8 9 (1.25%) Sybase
9 8 (1.11%) Facebook
9 8 (1.11%) Netezza
10 6 (0.83%) ServiceNow
11 5 (0.69%) Cloudera
11 5 (0.69%) Hitachi
11 5 (0.69%) Marketo
11 5 (0.69%) MicroStrategy
11 5 (0.69%) Vertica
City of London
Churchill Frank International
Salary: £40000 - £45000 per annum + benefits
Posted: Yesterday
London
Propel London
Posted: 2 days ago
City of London
Venturi
Salary: £80000 - £100000 per annum + bonus and benefits
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bonus, pension, healthcare
Posted: 5 days ago
London
Informatiq Consulting
Salary: excellent salary + very attractive benefits
Posted: 3 days ago
Central London / West End
Gamesys
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: Yesterday
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + Benefits package
Posted: 3 days ago
London
Colston Consulting
Salary: £80000 - £100000 per annum
Posted: 5 days ago
London
Eames Consulting
Salary: £70000 - £85000 per annum + Bonus & Benefits
Posted: 5 days ago
City, London
Venturi
Salary: £80000 - £100000 per annum + bonus and benefits
Posted: 2 days ago
London
DWP
Posted: 5 days ago
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: 4 days ago
London
ClearCube Consulting
Salary: From £85,000 to £90,000 per annum
Posted: 2 days ago
City, London
ISL
Salary: £60000 - £75000 per annum + equity
Posted: 5 days ago
City, London
Venturi
Salary: £60000 - £80000 per annum + Bonus and Benefits
Posted: 5 days ago
London
Durlston Partners
Salary: Up to £100,000 per annum + Bonus + Benefits
Posted: 5 days ago
North London
Understanding Recruitment
Salary: £30000.00 - £37000.00 per annum + Execllent Benefits
Posted: 6 days ago
London
Opilio Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: Yesterday
East London
Exponential-e Limited
Salary: From £30,000 to £40,000 per annum
Posted: 10 days ago
London
Imperative People
Salary: £90000 - £110000 per annum + excellent bens package
Posted: 4 days ago
London
Accenture
Posted: 10 days ago
London
Client Server
Salary: £40k to £60k + benefits
Posted: 8 days ago
London
Computer Futures
Salary: £70000 per annum + competitive
Posted: 11 days ago
London
Computer Futures
Salary: £70000 per annum + competitive
Posted: 12 days ago
London
iKas International
Salary: £90000 - £120000 per annum
Posted: 19 days ago
London
HFG
Salary: £100000 - £150000 per annum
Posted: 24 days ago
City of London
Cititec Associates Limited
Salary: £35000 - £50000 per annum
Posted: 2 days ago
London
Talent Point
Salary: £50000.00 - £60000.00 per annum
Posted: 22 days ago
London
CPS Group Limited
Salary: £100000 - £150000 per annum + Inredible bens
Posted: 17 days ago