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 28 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
28 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 321 341 330
Rank change year-on-year
+20 -11
Permanent jobs citing Data Mining 339 384 424
As % of all permanent IT jobs located in London 0.86% 0.86% 0.87%
As % of the Database & Business Intelligence category 2.95% 2.80% 2.77%
Number of salaries quoted 303 283 361
Median salary £62,500 £60,000 £60,000
Median salary % change year-on-year
+4.16% -
90% offered a salary of more than £40,000 £32,500 £35,000
10% offered a salary of more than £99,000 £85,000 £85,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
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
11507 13727 15280
As % of all permanent IT jobs located in London 29.21% 30.90% 31.42%
Number of salaries quoted 9992 11597 13306
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £40,000 £38,500 £36,500
10% offered a salary of more than £82,500 £75,000 £80,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 28 July 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 28 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +40 58 £65,000 +8.33% 13
Canary Wharf - 4 £65,000 -
Southwark - 2 £55,000 -
Wimbledon -15 1 £30,000 -7.69%
Mayfair - 1 £120,000 -
Croydon - 1 £29,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 28 July 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.

1 382 (47.93%) SQL
2 361 (45.29%) Analytics
3 291 (36.51%) Big Data
4 287 (36.01%) Python
5 276 (34.63%) Machine Learning
6 250 (31.37%) Degree
7 246 (30.87%) Finance
8 238 (29.86%) Analytical Skills
9 217 (27.23%) Computer Science
10 208 (26.10%) R
11 205 (25.72%) Business Intelligence
12 200 (25.09%) Hadoop
13 175 (21.96%) Java
14 172 (21.58%) Statistics
15 155 (19.45%) Visualisation
16 141 (17.69%) Data Analytics
17 136 (17.06%) Algorithms
18 135 (16.94%) Data Analysis
19 133 (16.69%) Apache Spark
20 130 (16.31%) Data Warehouse
21 127 (15.93%) Marketing
22 126 (15.81%) SAS
23 124 (15.56%) SQL Server
24 116 (14.55%) PhD
25 113 (14.18%) Predictive Modelling
26 111 (13.93%) Mathematics
27 109 (13.68%) ETL
27 109 (13.68%) Relational Database
28 101 (12.67%) Agile Software Development
29 96 (12.05%) NoSQL

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
1 133 (16.69%) Apache Spark
2 126 (15.81%) SAS
3 72 (9.03%) Apache Pig
4 28 (3.51%) Tomcat
5 22 (2.76%) Apache
6 12 (1.51%) Elasticsearch
7 9 (1.13%) SharePoint
8 7 (0.88%) Confluence
9 6 (0.75%) Apache Solr
10 4 (0.50%) GlassFish
10 4 (0.50%) OpenStack
11 3 (0.38%) CMS
11 3 (0.38%) SharePoint 2013
12 1 (0.13%) Oracle Coherence
12 1 (0.13%) SharePoint Server
12 1 (0.13%) WebSphere
Applications
1 76 (9.54%) MS Excel
2 64 (8.03%) SPSS
3 22 (2.76%) MS Office
4 8 (1.00%) MS PowerPoint
4 8 (1.00%) MS Visio
4 8 (1.00%) Weka
5 5 (0.63%) Mathematica
6 2 (0.25%) Spreadsheet
7 1 (0.13%) Stata
Business Applications
1 7 (0.88%) Relativity
2 4 (0.50%) Adobe Campaign
2 4 (0.50%) FastStats
2 4 (0.50%) Unica
3 2 (0.25%) Investran
3 2 (0.25%) Oracle AML
3 2 (0.25%) SAP Oil and Gas
4 1 (0.13%) Dynamics CRM
4 1 (0.13%) Infor CRM
4 1 (0.13%) Maximo
4 1 (0.13%) Oracle EBS
4 1 (0.13%) Oracle Financials
4 1 (0.13%) Oracle Retail
4 1 (0.13%) PeopleSoft Financials
4 1 (0.13%) Pivotal CRM
4 1 (0.13%) RMDS
4 1 (0.13%) SAP CRM
4 1 (0.13%) Scribe Insight
Cloud Services
1 61 (7.65%) Amazon AWS
2 26 (3.26%) Amazon EC2
3 22 (2.76%) Amazon S3
4 20 (2.51%) Amazon EMR
5 17 (2.13%) Google Analytics
6 15 (1.88%) SaaS
7 10 (1.25%) Adobe Analytics
8 7 (0.88%) Amazon ELB
8 7 (0.88%) AWS Elastic Beanstalk
8 7 (0.88%) Microsoft Azure
9 5 (0.63%) Cloud Computing
10 4 (0.50%) Amazon SQS
11 2 (0.25%) GitHub
11 2 (0.25%) PaaS
12 1 (0.13%) FinancialForce.com
Communications & Networking
1 5 (0.63%) Firewall
1 5 (0.63%) TCP/IP
2 4 (0.50%) DNS
2 4 (0.50%) HTTPS
2 4 (0.50%) Internet
2 4 (0.50%) LDAP
2 4 (0.50%) SMS
2 4 (0.50%) TACACS
2 4 (0.50%) VLAN
3 3 (0.38%) Skype
4 2 (0.25%) Cisco Nexus
4 2 (0.25%) DSL
4 2 (0.25%) Network Security
4 2 (0.25%) SAN
4 2 (0.25%) Wi-Fi
5 1 (0.13%) Cisco ASA
5 1 (0.13%) HTTP
5 1 (0.13%) LAN
5 1 (0.13%) NAS
5 1 (0.13%) WAN
Database & Business Intelligence
1 291 (36.51%) Big Data
2 200 (25.09%) Hadoop
3 130 (16.31%) Data Warehouse
4 124 (15.56%) SQL Server
5 109 (13.68%) Relational Database
6 96 (12.05%) NoSQL
7 94 (11.79%) Apache Hive
8 66 (8.28%) SQL Server Integration Services
9 59 (7.40%) SQL Server Reporting Services
10 50 (6.27%) MongoDB
11 46 (5.77%) SQL Server Analysis Services
11 46 (5.77%) Text Mining
12 42 (5.27%) SQL Server 2008
13 37 (4.64%) RDBMS
14 30 (3.76%) Apache Cassandra
15 27 (3.39%) PostgreSQL
16 26 (3.26%) Amazon Redshift
16 26 (3.26%) MySQL
17 25 (3.14%) SQL Server 2012
18 22 (2.76%) Neo4j
Development Applications
1 43 (5.40%) Git (software)
2 26 (3.26%) Jenkins
3 14 (1.76%) Vagrant
3 14 (1.76%) Yeoman
4 12 (1.51%) Eclipse
5 9 (1.13%) JIRA
5 9 (1.13%) NetBeans
6 7 (0.88%) Cucumber
6 7 (0.88%) IntelliJ
6 7 (0.88%) Maven
6 7 (0.88%) Visual Studio
7 6 (0.75%) FitNesse
7 6 (0.75%) TeamCity
7 6 (0.75%) WebDriver
8 5 (0.63%) ERwin
9 4 (0.50%) Appium
9 4 (0.50%) Calabash
9 4 (0.50%) Selenium
10 3 (0.38%) PowerDesigner
11 2 (0.25%) NUnit
General
1 246 (30.87%) Finance
2 127 (15.93%) Marketing
3 62 (7.78%) Retail
4 40 (5.02%) Banking
5 37 (4.64%) Legal
6 27 (3.39%) Telecoms
7 24 (3.01%) Advertising
8 19 (2.38%) Law
9 17 (2.13%) Manufacturing
10 12 (1.51%) Publishing
11 10 (1.25%) Financial Institution
12 9 (1.13%) Automotive
13 8 (1.00%) Games
14 6 (0.75%) Pharmaceutical
15 5 (0.63%) French Language
15 5 (0.63%) Italian Language
15 5 (0.63%) Spanish Language
16 4 (0.50%) Back Office
16 4 (0.50%) German Language
17 3 (0.38%) Front Office
Job Titles
1 192 (24.09%) Data Scientist
2 178 (22.33%) Developer
3 130 (16.31%) Analyst
4 55 (6.90%) Senior Data Scientist
5 52 (6.52%) Consultant
6 49 (6.15%) Java Developer
7 48 (6.02%) Architect
8 46 (5.77%) Data Analyst
8 46 (5.77%) Machine Learning Scientist
9 39 (4.89%) Quantitative Developer
10 34 (4.27%) Data Engineer
11 32 (4.02%) Data Architect
12 29 (3.64%) Junior
13 28 (3.51%) Business Intelligence Developer
13 28 (3.51%) Senior Developer
13 28 (3.51%) SQL Developer
14 27 (3.39%) Python Developer
15 26 (3.26%) Data Consultant
15 26 (3.26%) Test Manager
16 25 (3.14%) Data Manager
Libraries, Frameworks & Software Standards
1 41 (5.14%) Natural Language Processing
2 38 (4.77%) .NET
3 35 (4.39%) scikit-learn
4 28 (3.51%) Web Services
5 27 (3.39%) Pandas
6 26 (3.26%) AngularJS
6 26 (3.26%) SciPy
7 22 (2.76%) Spring
8 19 (2.38%) MDX
9 18 (2.26%) WCF
9 18 (2.26%) XML
10 17 (2.13%) D3.js
11 15 (1.88%) NumPy
12 14 (1.76%) Cascalog
12 14 (1.76%) HTML
12 14 (1.76%) Middleware
13 13 (1.63%) RabbitMQ
14 12 (1.51%) REST
14 12 (1.51%) WPF
15 11 (1.38%) JMS
Miscellaneous
1 238 (29.86%) Analytical Skills
2 217 (27.23%) Computer Science
3 172 (21.58%) Statistics
4 155 (19.45%) Visualisation
5 136 (17.06%) Algorithms
6 111 (13.93%) Mathematics
7 57 (7.15%) Hedge funds
8 43 (5.40%) Physics
9 41 (5.14%) Data Integration
10 38 (4.77%) Neural Network
11 29 (3.64%) Data Structures
12 24 (3.01%) Management Information System
13 21 (2.63%) Fintech
14 20 (2.51%) Artificial Intelligence
15 18 (2.26%) Economics
16 16 (2.01%) CUDA
17 15 (1.88%) Fixed Income
18 14 (1.76%) Enterprise Software
19 13 (1.63%) Clustering
19 13 (1.63%) Data Centre
Operating Systems
1 45 (5.65%) Linux
2 18 (2.26%) Unix
2 18 (2.26%) Windows
3 5 (0.63%) Android
3 5 (0.63%) Apple iOS
4 2 (0.25%) Windows Server
Processes & Methodologies
1 361 (45.29%) Analytics
2 276 (34.63%) Machine Learning
3 205 (25.72%) Business Intelligence
4 141 (17.69%) Data Analytics
5 135 (16.94%) Data Analysis
6 113 (14.18%) Predictive Modelling
7 109 (13.68%) ETL
8 101 (12.67%) Agile Software Development
9 79 (9.91%) Data Visualisation
10 65 (8.16%) MapReduce
11 62 (7.78%) Data Modelling
11 62 (7.78%) Statistical Modelling
12 57 (7.15%) OO
13 56 (7.03%) Open Source
14 55 (6.90%) Data Management
15 53 (6.65%) Software Engineering
16 51 (6.40%) Statistical Analysis
17 49 (6.15%) CRM
18 46 (5.77%) Operations Research
19 45 (5.65%) TDD
Programming Languages
1 382 (47.93%) SQL
2 287 (36.01%) Python
3 208 (26.10%) R
4 175 (21.96%) Java
5 80 (10.04%) C++
6 70 (8.78%) T-SQL
7 68 (8.53%) MATLAB
8 59 (7.40%) Scala
9 35 (4.39%) Clojure
9 35 (4.39%) JavaScript
10 33 (4.14%) C#
11 26 (3.26%) VBA
12 23 (2.89%) Ruby
13 18 (2.26%) Bash Shell
14 16 (2.01%) Julia
14 16 (2.01%) Perl
14 16 (2.01%) PL/SQL
15 14 (1.76%) VB
16 11 (1.38%) C
17 8 (1.00%) PHP
Qualifications
1 250 (31.37%) Degree
2 116 (14.55%) PhD
3 8 (1.00%) CCNA
3 8 (1.00%) Cisco Certification
3 8 (1.00%) Microsoft Certification
3 8 (1.00%) Security Cleared
4 7 (0.88%) CEH
4 7 (0.88%) SC Cleared
5 4 (0.50%) CCSA
5 4 (0.50%) CISM
5 4 (0.50%) CISSP
5 4 (0.50%) ECSA
5 4 (0.50%) JNCIA
6 3 (0.38%) ACCA
6 3 (0.38%) CCNP
6 3 (0.38%) CIMA
6 3 (0.38%) PRINCE2 Certification
7 2 (0.25%) DV Cleared
7 2 (0.25%) MCDBA
7 2 (0.25%) MCTS
Quality Assurance & Compliance
1 47 (5.90%) Data Quality
2 22 (2.76%) QA
3 1 (0.13%) Actionable Recommendations
3 1 (0.13%) COBIT
3 1 (0.13%) ISAE 3402
3 1 (0.13%) ISO/IEC 27001
3 1 (0.13%) SSAE 16
System Software
1 14 (1.76%) Virtual Machines
1 14 (1.76%) VirtualBox
2 11 (1.38%) Docker
2 11 (1.38%) HDFS
3 9 (1.13%) Veritas Cluster Server
4 8 (1.00%) Ceph
5 7 (0.88%) Active Directory
6 4 (0.50%) Apache Flume
6 4 (0.50%) KVM
6 4 (0.50%) vSphere
7 1 (0.13%) VMware Infrastructure
Systems Management
1 9 (1.13%) Host Intrusion Detection System
2 8 (1.00%) Hadoop YARN
2 8 (1.00%) Mesos
3 4 (0.50%) EnCase
3 4 (0.50%) Opscode Chef
3 4 (0.50%) Puppet
3 4 (0.50%) SCCM
4 2 (0.25%) EMC NetWorker
5 1 (0.13%) HP Quality Center
5 1 (0.13%) ITRS Geneos
5 1 (0.13%) Thomson Reuters DACS
5 1 (0.13%) WSUS
Vendors
1 89 (11.17%) Microsoft
2 70 (8.78%) Oracle
3 34 (4.27%) Google
4 29 (3.64%) IBM
5 27 (3.39%) Tableau
6 16 (2.01%) Cognos
6 16 (2.01%) Informatica
7 15 (1.88%) RapidMiner
8 14 (1.76%) Bloomberg
8 14 (1.76%) Facebook
9 13 (1.63%) Salesforce.com
10 9 (1.13%) Cloudera
10 9 (1.13%) Sybase
11 8 (1.00%) Adobe
11 8 (1.00%) Hortonworks
11 8 (1.00%) SAP
11 8 (1.00%) TIBCO
12 7 (0.88%) BEA
12 7 (0.88%) Netezza
12 7 (0.88%) NetSuite
City, London
Experis Ltd
Salary: £36000.00 - £47500.00 per annum + benefits
Posted: 6 hours ago
Central London / West End
Client Server
Salary: £40k to £60k + benefits
Posted: 2 hours ago
City of London
Michael Page Technology
Salary: £24000 - £30000 per annum + pension + other benefits
Posted: Yesterday
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: Yesterday
City, London
Parallel Consulting
Salary: £35000 - £50000 per annum + Bonus
Posted: 3 days ago
London
Capita Resourcing - IT Resourcing
Salary: £60000 - £90000 per annum + Benefits package
Posted: 3 days ago
City, London
Venturi
Salary: £60000 - £80000 per annum + Bonus and Benefits
Posted: 2 days ago
City, London
ISL
Salary: £60000 - £75000 per annum
Posted: 2 days ago
London
Informatiq Consulting
Salary: excellent salary + very attractive benefits
Posted: 3 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 2 days ago
City, London
ClearCube Consulting
Salary: From £70,000 to £85,000 per annum
Posted: 2 days ago
Feltham, Middlesex
2M Employment Solutions
Salary: £25000.00 per annum + plus bonus and benefits
Posted: 3 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 2 days ago
City, London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 2 days ago
West London
Durlston Partners
Salary: From £65,000 to £80,000 per annum Excellent Bonus and Benefits
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 6 days ago
London
Harrington Starr
Salary: £50000 - £100000 per annum + Bonus + Benefits
Posted: 5 days ago
London
Colston Consulting
Salary: £60000 - £75000 per annum, Benefits Excellent benefit and bonus
Posted: 6 days ago
City, London
The Collinson Group
Salary: From £55,000 to £70,000 per annum
Posted: 6 days ago
East London
Verticality Ltd
Salary: £65000 - £75000 per annum, Benefits Benefits
Posted: 2 days ago
London
ClearCube Consulting
Salary: From £85,000 to £90,000 per annum
Posted: 6 days ago
London
Huxley
Salary: £55000 - £65000 per annum + Package
Posted: 14 days ago
London
Client Server
Salary: £40k to £60k + benefits
Posted: 8 days ago
South West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £65000 - £75000 Per Annum
Posted: 6 days ago
City of London
Venturi
Salary: £60000 - £75000 per annum + bonus + bens
Posted: 21 days ago
London
Huxley
Salary: £60000 - £65000 per annum + Benefits
Posted: 22 days ago
City of London
Huxley
Salary: £65000 per annum + Package
Posted: 23 days ago
London
Computer Futures
Salary: £55000 - £65000 per annum + bonus
Posted: 13 days ago
London
Client Server
Salary: £50,000 to £60,000 + benefits
Posted: 17 days ago
London
Client Server
Salary: £40,000 to £55,000 + benefits
Posted: 24 days ago