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 29 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 296 347 303
Rank change year-on-year
+51 -44
Permanent jobs citing Data Mining 409 368 506
As % of all permanent IT jobs located in London 1.01% 0.83% 1.02%
As % of the Database & Business Intelligence category 3.38% 2.58% 3.21%
Number of salaries quoted 351 281 428
Median salary £67,500 £60,000 £60,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £42,500 £35,000 £35,000
10% offered a salary of more than £100,000 £80,000 £85,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +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
12114 14257 15768
As % of all permanent IT jobs located in London 30.05% 32.07% 31.79%
Number of salaries quoted 10589 12186 13680
Median salary £57,500 £57,500 £52,500
Median salary % change year-on-year
- +9.52%
90% offered a salary of more than £40,000 £38,500 £35,000
10% offered a salary of more than £80,000 £75,000 £80,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 29 May 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 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +76 66 £67,500 +22.72% 15
Canary Wharf - 5 £65,000 -
Southwark - 2 £55,000 -
Wimbledon -17 1 £30,000 -7.69%
Mayfair - 1 £120,000 -
Feltham - 1 £40,000 -
Docklands, London - 1 £90,000 -
Hammersmith - 1 £55,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 29 May 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.

1 412 (49.16%) SQL
2 366 (43.68%) Analytics
3 307 (36.63%) Big Data
4 274 (32.70%) Python
5 271 (32.34%) Business Intelligence
6 260 (31.03%) Finance
6 260 (31.03%) Analytical Skills
7 258 (30.79%) Machine Learning
8 251 (29.95%) Degree
9 236 (28.16%) R
10 227 (27.09%) Computer Science
11 219 (26.13%) Hadoop
12 179 (21.36%) Data Warehouse
13 178 (21.24%) Java
13 178 (21.24%) Statistics
14 166 (19.81%) SQL Server
15 162 (19.33%) Data Analysis
16 142 (16.95%) SAS
17 136 (16.23%) Visualisation
18 131 (15.63%) Data Analytics
19 130 (15.51%) Apache Spark
19 130 (15.51%) ETL
19 130 (15.51%) Marketing
20 119 (14.20%) Agile Software Development
20 119 (14.20%) PhD
20 119 (14.20%) Algorithms
21 116 (13.84%) Mathematics
22 115 (13.72%) Relational Database
23 105 (12.53%) Microsoft
24 102 (12.17%) T-SQL

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
1 142 (16.95%) SAS
2 130 (15.51%) Apache Spark
3 81 (9.67%) Apache Pig
4 32 (3.82%) Tomcat
5 15 (1.79%) Apache
6 11 (1.31%) SharePoint
7 7 (0.84%) Confluence
8 5 (0.60%) Elasticsearch
9 4 (0.48%) Apache Solr
9 4 (0.48%) GlassFish
10 3 (0.36%) CMS
10 3 (0.36%) OpenStack
10 3 (0.36%) SharePoint 2013
11 1 (0.12%) FileNet
11 1 (0.12%) IIS
11 1 (0.12%) Node.js
11 1 (0.12%) WebSphere
Applications
1 95 (11.34%) MS Excel
2 70 (8.35%) SPSS
3 20 (2.39%) MS Office
4 14 (1.67%) MS PowerPoint
5 10 (1.19%) Weka
6 9 (1.07%) MS Visio
7 5 (0.60%) Mathematica
8 1 (0.12%) EViews
8 1 (0.12%) S-PLUS
8 1 (0.12%) Spreadsheet
8 1 (0.12%) Stata
Business Applications
1 6 (0.72%) Adobe Campaign
2 4 (0.48%) FastStats
2 4 (0.48%) Unica
3 3 (0.36%) Oracle Payables
3 3 (0.36%) SAP hybris
4 2 (0.24%) Oracle 11i
4 2 (0.24%) SAP Oil and Gas
5 1 (0.12%) Dynamics NAV
5 1 (0.12%) Oracle EBS
5 1 (0.12%) SAP APO
5 1 (0.12%) WebTrends
Cloud Services
1 44 (5.25%) Amazon AWS
2 29 (3.46%) Google Analytics
3 20 (2.39%) SaaS
4 18 (2.15%) Adobe Analytics
5 13 (1.55%) Amazon EC2
5 13 (1.55%) Amazon S3
6 10 (1.19%) Amazon EMR
7 5 (0.60%) Microsoft Azure
8 3 (0.36%) Amazon ELB
8 3 (0.36%) AWS Elastic Beanstalk
9 2 (0.24%) Cloud Computing
9 2 (0.24%) GitHub
9 2 (0.24%) Google Cloud Platform
10 1 (0.12%) Azure Machine Learning
Communications & Networking
1 5 (0.60%) Firewall
2 4 (0.48%) SMS
3 3 (0.36%) DNS
3 3 (0.36%) HTTPS
3 3 (0.36%) LDAP
3 3 (0.36%) Network Security
3 3 (0.36%) Skype
3 3 (0.36%) TACACS
3 3 (0.36%) TCP/IP
3 3 (0.36%) VLAN
4 2 (0.24%) Internet
4 2 (0.24%) NAS
4 2 (0.24%) SAN
4 2 (0.24%) Wi-Fi
5 1 (0.12%) HTTP
5 1 (0.12%) IP Telephony
Database & Business Intelligence
1 307 (36.63%) Big Data
2 219 (26.13%) Hadoop
3 179 (21.36%) Data Warehouse
4 166 (19.81%) SQL Server
5 115 (13.72%) Relational Database
6 101 (12.05%) SQL Server Integration Services
7 95 (11.34%) Apache Hive
8 83 (9.90%) NoSQL
8 83 (9.90%) SQL Server Reporting Services
9 76 (9.07%) SQL Server Analysis Services
10 58 (6.92%) SQL Server 2008
11 57 (6.80%) MongoDB
12 43 (5.13%) Text Mining
13 37 (4.42%) SQL Server 2012
14 33 (3.94%) BusinessObjects
15 29 (3.46%) RDBMS
16 24 (2.86%) Data Mart
17 23 (2.74%) Apache Cassandra
18 21 (2.51%) QlikView
19 20 (2.39%) MySQL
Development Applications
1 36 (4.30%) Git (software)
2 20 (2.39%) Jenkins
3 19 (2.27%) Eclipse
4 14 (1.67%) NetBeans
5 13 (1.55%) JIRA
6 12 (1.43%) IntelliJ
7 8 (0.95%) Vagrant
7 8 (0.95%) Yeoman
8 7 (0.84%) Cucumber
8 7 (0.84%) Visual Studio
9 6 (0.72%) ERwin
9 6 (0.72%) FitNesse
9 6 (0.72%) Maven
9 6 (0.72%) Team Foundation Server
9 6 (0.72%) TeamCity
10 5 (0.60%) WebDriver
11 4 (0.48%) Appium
11 4 (0.48%) Calabash
12 3 (0.36%) PowerDesigner
12 3 (0.36%) Selenium
General
1 260 (31.03%) Finance
2 130 (15.51%) Marketing
3 54 (6.44%) Retail
4 33 (3.94%) Banking
4 33 (3.94%) Legal
5 29 (3.46%) Law
6 24 (2.86%) Advertising
7 23 (2.74%) Telecoms
8 14 (1.67%) Manufacturing
9 13 (1.55%) Automotive
10 11 (1.31%) Front Office
10 11 (1.31%) Games
11 10 (1.19%) Back Office
12 9 (1.07%) Financial Institution
13 8 (0.95%) Pharmaceutical
14 6 (0.72%) Publishing
15 5 (0.60%) German Language
16 3 (0.36%) French Language
16 3 (0.36%) Italian Language
16 3 (0.36%) Spanish Language
Job Titles
1 187 (22.32%) Data Scientist
2 184 (21.96%) Developer
3 148 (17.66%) Analyst
4 77 (9.19%) Data Analyst
5 63 (7.52%) Consultant
6 52 (6.21%) Architect
7 48 (5.73%) Senior Data Scientist
8 43 (5.13%) Java Developer
9 41 (4.89%) Business Intelligence Developer
10 39 (4.65%) SQL Developer
11 38 (4.53%) Machine Learning Scientist
12 36 (4.30%) Data Engineer
13 31 (3.70%) Quantitative Developer
14 27 (3.22%) SQL Server Developer
15 26 (3.10%) Data Architect
16 25 (2.98%) Data Manager
16 25 (2.98%) Senior Developer
17 24 (2.86%) SQL Analyst
17 24 (2.86%) SQL BI Developer
17 24 (2.86%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 42 (5.01%) Natural Language Processing
2 38 (4.53%) .NET
3 34 (4.06%) MDX
4 25 (2.98%) scikit-learn
5 23 (2.74%) Spring
6 22 (2.63%) WCF
7 20 (2.39%) Pandas
7 20 (2.39%) XML
8 19 (2.27%) SciPy
9 18 (2.15%) WPF
10 16 (1.91%) AngularJS
10 16 (1.91%) JMS
10 16 (1.91%) Middleware
11 15 (1.79%) REST
12 14 (1.67%) Java SE
12 14 (1.67%) Web Services
12 14 (1.67%) WinForms
13 13 (1.55%) HTML
13 13 (1.55%) Java EE
14 12 (1.43%) NumPy
Miscellaneous
1 260 (31.03%) Analytical Skills
2 227 (27.09%) Computer Science
3 178 (21.24%) Statistics
4 136 (16.23%) Visualisation
5 119 (14.20%) Algorithms
6 116 (13.84%) Mathematics
7 56 (6.68%) Hedge funds
8 54 (6.44%) Data Integration
9 40 (4.77%) Neural Network
10 36 (4.30%) Physics
11 28 (3.34%) Data Structures
11 28 (3.34%) Management Information System
12 21 (2.51%) Artificial Intelligence
12 21 (2.51%) Economics
13 20 (2.39%) Enterprise Software
14 17 (2.03%) Fintech
15 14 (1.67%) Clustering
15 14 (1.67%) Reinsurance
16 12 (1.43%) CUDA
17 11 (1.31%) Data Centre
Operating Systems
1 39 (4.65%) Linux
2 21 (2.51%) Windows
3 20 (2.39%) Unix
4 4 (0.48%) Android
4 4 (0.48%) Apple iOS
5 3 (0.36%) Windows Server
Processes & Methodologies
1 366 (43.68%) Analytics
2 271 (32.34%) Business Intelligence
3 258 (30.79%) Machine Learning
4 162 (19.33%) Data Analysis
5 131 (15.63%) Data Analytics
6 130 (15.51%) ETL
7 119 (14.20%) Agile Software Development
8 90 (10.74%) Data Modelling
9 82 (9.79%) Predictive Modelling
10 79 (9.43%) Data Visualisation
11 74 (8.83%) Data Management
11 74 (8.83%) MapReduce
12 65 (7.76%) OO
13 58 (6.92%) Software Engineering
14 56 (6.68%) TDD
15 53 (6.32%) Open Source
16 52 (6.21%) Statistical Analysis
16 52 (6.21%) Statistical Modelling
17 45 (5.37%) Mentoring
18 41 (4.89%) Time Series Analysis
Programming Languages
1 412 (49.16%) SQL
2 274 (32.70%) Python
3 236 (28.16%) R
4 178 (21.24%) Java
5 102 (12.17%) T-SQL
6 76 (9.07%) C++
6 76 (9.07%) MATLAB
7 57 (6.80%) Scala
8 35 (4.18%) C#
9 34 (4.06%) JavaScript
10 24 (2.86%) Clojure
11 23 (2.74%) Ruby
11 23 (2.74%) VBA
12 21 (2.51%) PL/SQL
13 17 (2.03%) C
14 12 (1.43%) Julia
15 11 (1.31%) Bash Shell
16 10 (1.19%) VB
17 7 (0.84%) Perl
18 4 (0.48%) PHP
Qualifications
1 251 (29.95%) Degree
2 119 (14.20%) PhD
3 11 (1.31%) CISM
3 11 (1.31%) CISSP
3 11 (1.31%) Security Cleared
4 10 (1.19%) SC Cleared
5 8 (0.95%) CCNA
5 8 (0.95%) Cisco Certification
5 8 (0.95%) Microsoft Certification
6 6 (0.72%) CEH
7 5 (0.60%) CCSA
7 5 (0.60%) JNCIA
8 3 (0.36%) ACCA
8 3 (0.36%) CCNP
8 3 (0.36%) CIMA
8 3 (0.36%) DV Cleared
8 3 (0.36%) ECSA
9 2 (0.24%) MCDBA
9 2 (0.24%) MCITP
9 2 (0.24%) MCTS
Quality Assurance & Compliance
1 69 (8.23%) Data Quality
2 25 (2.98%) QA
3 1 (0.12%) COBIT
3 1 (0.12%) ISAE 3402
3 1 (0.12%) ISO/IEC 27001
3 1 (0.12%) SSAE 16
System Software
1 14 (1.67%) HDFS
2 9 (1.07%) Veritas Cluster Server
3 8 (0.95%) VirtualBox
4 7 (0.84%) Docker
5 5 (0.60%) Active Directory
5 5 (0.60%) Ceph
6 3 (0.36%) KVM
6 3 (0.36%) vSphere
7 2 (0.24%) VMware Infrastructure
8 1 (0.12%) Apache Flume
8 1 (0.12%) Apache ZooKeeper
Systems Management
1 10 (1.19%) Hadoop YARN
2 9 (1.07%) Host Intrusion Detection System
3 5 (0.60%) Mesos
4 4 (0.48%) EMC NetWorker
4 4 (0.48%) Puppet
5 1 (0.12%) HP Quality Center
5 1 (0.12%) Oozie
5 1 (0.12%) Opscode Chef
Vendors
1 105 (12.53%) Microsoft
2 77 (9.19%) Oracle
3 43 (5.13%) Google
4 38 (4.53%) IBM
5 32 (3.82%) Tableau
6 19 (2.27%) SAP
7 18 (2.15%) Cognos
7 18 (2.15%) Facebook
7 18 (2.15%) Salesforce.com
8 17 (2.03%) Adobe
9 16 (1.91%) Informatica
10 13 (1.55%) TIBCO
11 12 (1.43%) BEA
11 12 (1.43%) NetSuite
12 11 (1.31%) RapidMiner
13 9 (1.07%) Cloudera
14 8 (0.95%) Bloomberg
14 8 (0.95%) MicroStrategy
14 8 (0.95%) Sybase
15 6 (0.72%) Hortonworks
City, London
Careerwise UK Limited
Salary: £100000 - £120000 per annum + bonus, benefits, negotiable
Posted: 2 days ago
City, London
IntaPeople
Salary: £30000 - £40000 per annum
Posted: 2 days ago
London
Initi8 Recruitment
Salary: £40000 - £45000 Per Annum
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Posted: 4 days ago
City, London
Sopra Steria Recruitment
Salary: Unspecified DOE + flex + benefits
Posted: 3 days ago
South East London
Experis Ltd
Salary: £50000 - £60000 per annum + bonus + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits
Posted: 4 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £45000 per annum
Posted: 6 days ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 5 days ago
London
Parallel Consulting
Salary: £60000 - £90000 per annum
Posted: 6 days ago
City, London
Careerwise UK Limited
Salary: £50000 - £90000 per annum + benefits
Posted: 2 days ago
London
Enterprise Technology
Salary: £45k - 65k per year
Posted: 7 days ago
City of London
Churchill Frank International
Salary: £45000 - £50000 per annum + package negotiable
Posted: 6 days ago
Central London / West End
Venturi
Salary: £45000 - £85000 per annum + bonus and benefits
Posted: 4 days ago
Central London / West End
JWResource
Salary: From £40,000 to £50,000 per annum plus benefits
Posted: 4 days ago
City, London
Twenty Recruitment Group
Salary: From £35,000 to £40,000 per annum + Benefits & Bonus
Posted: 6 days ago
London
Harrington Starr
Salary: £45000 - £63000 per annum + Benefits + Bonus
Posted: 5 days ago
London
Harrington Starr
Salary: £45000 - £60000 per annum + Benefits + Bonus
Posted: 5 days ago
Central London / West End
ANSON MCCADE
Salary: £35k - £60k plus attractive benefits and extensive career progression
Posted: 4 days ago
Central London / West End
Client Server
Salary: £40k to £45k + options
Posted: 6 days ago
East London
Verticality Ltd
Salary: £50000 - £60000 per annum, Benefits Benefits
Posted: 5 days ago
East London
AddIntel
Salary: From £36,000 to £45,000 per annum (Subject to Experience and Skill)
Posted: 9 days ago
Central London / West End
Client Server
Salary: £40k to £50k + benefits
Posted: 5 days ago
North London
360 Resourcing Solutions
Posted: 4 days ago
Central London / West End
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 5 days ago
City, London
Franklin Fitch Limited
Salary: From £60,000 to £130,000 per annum
Posted: 4 days ago
City of London
Annapurna HR
Salary: £120000 - £140000 per annum + Bonus + Benefits
Posted: 24 days ago
London
People Source Consulting
Salary: £38000 - £45000 per annum + Bonus and benefits package
Posted: 13 days ago
London
Venturi
Salary: £50000.00 - £55000.00 per annum + Bonus & Benefits
Posted: 17 days ago
London
Capita Resourcing - IT Resourcing
Salary: £0.00 - £55000 per annum + Benefits
Posted: 5 days ago