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 average salaries offered in IT jobs that have cited Data Mining over the 3 months to 11 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
11 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 306 349 356
Rank change year-on-year
+43 +7
Permanent jobs citing Data Mining 411 341 344
As % of all permanent IT jobs located in London 1.01% 0.82% 0.79%
As % of the Database & Business Intelligence category 3.21% 2.74% 2.57%
Number of salaries quoted 340 293 287
Average salary £60,000 £55,000 £60,000
Average salary % change year-on-year
+9.09% -8.33%
90% offered a salary of more than £38,000 £35,000 £35,000
10% offered a salary of more than £90,000 £79,000 £80,000
UK excluding London average salary £45,000 £42,500 £37,650
% change year-on-year
+5.88% +12.88%
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
12798 12465 13386
As % of all permanent IT jobs located in London 31.30% 29.99% 30.93%
Number of salaries quoted 11113 10741 11408
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £80,000 £77,500 £75,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

Data Mining
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the London region as a proportion of the total demand within 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 11 February 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 average salaries quoted in IT jobs citing Data Mining within the London region over the 3 months to 11 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +40 66 £57,500 +10.04% 22
Barnet - 5 £35,000 -
Harrow - 3 £65,000 -
Chiswick - 3 £42,500 -
Kingston Upon Thames - 2 £79,000 -
Canary Wharf - 2 £42,500 -
Hounslow -5 1 - -
Ilford - 1 £30,000 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 11 February 2016, IT jobs across the London region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 411 (52.56%) SQL
2 389 (49.74%) Analytics
3 300 (38.36%) Business Intelligence
4 292 (37.34%) Big Data
5 262 (33.50%) Analytical Skills
6 241 (30.82%) Finance
7 228 (29.16%) Hadoop
8 223 (28.52%) R
9 219 (28.01%) Python
10 209 (26.73%) Data Analysis
11 187 (23.91%) Degree
12 185 (23.66%) SAS
13 179 (22.89%) Machine Learning
14 171 (21.87%) Data Warehouse
15 168 (21.48%) SQL Server
16 149 (19.05%) Java
16 149 (19.05%) Marketing
17 147 (18.80%) Computer Science
18 139 (17.77%) ETL
19 138 (17.65%) Statistics
20 130 (16.62%) Data Modelling
21 115 (14.71%) Microsoft
22 112 (14.32%) Retail
23 111 (14.19%) PhD
23 111 (14.19%) Visualisation
24 109 (13.94%) Mathematics
25 108 (13.81%) Agile Software Development
25 108 (13.81%) SQL Server Integration Services
26 106 (13.55%) Data Analytics
27 103 (13.17%) MS Excel

Data Mining
Top Related IT Skills in London by Category

For the 6 months to 11 February 2016, IT jobs across the London region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 185 (23.66%) SAS
2 82 (10.49%) Apache Spark
3 79 (10.10%) Apache Pig
4 23 (2.94%) Tomcat
5 18 (2.30%) Elasticsearch
6 13 (1.66%) Apache
7 9 (1.15%) SharePoint
8 4 (0.51%) Apache Solr
9 3 (0.38%) Node.js
10 2 (0.26%) IIS
11 1 (0.13%) BizTalk Server
11 1 (0.13%) CMS
11 1 (0.13%) FileNet
11 1 (0.13%) JBoss
11 1 (0.13%) OpenStack
11 1 (0.13%) WebSphere
Applications
1 103 (13.17%) MS Excel
2 54 (6.91%) SPSS
3 23 (2.94%) MS Office
4 11 (1.41%) MS PowerPoint
5 8 (1.02%) Weka
6 3 (0.38%) EViews
6 3 (0.38%) MS Visio
6 3 (0.38%) S-PLUS
7 2 (0.26%) GNU Octave
7 2 (0.26%) OmniGraffle
8 1 (0.13%) Gephi
8 1 (0.13%) Spreadsheet
8 1 (0.13%) Stata
Business Applications
1 17 (2.17%) SAP hybris
2 11 (1.41%) Data Workbench
3 6 (0.77%) FastStats
4 5 (0.64%) Adobe Campaign
4 5 (0.64%) Dynamics CRM
5 4 (0.51%) Oracle Payables
5 4 (0.51%) WebTrends
6 3 (0.38%) Unica
7 2 (0.26%) Misys Equation
7 2 (0.26%) Oracle 11i
8 1 (0.13%) Dynamics NAV
8 1 (0.13%) HFM
8 1 (0.13%) Hyperion Planning
8 1 (0.13%) Oracle EBS
8 1 (0.13%) SAP APO
Cloud Services
1 45 (5.75%) Amazon AWS
2 39 (4.99%) Google Analytics
3 21 (2.69%) Amazon EC2
3 21 (2.69%) Amazon S3
3 21 (2.69%) SaaS
4 17 (2.17%) Amazon EMR
5 11 (1.41%) Adobe Analytics
6 10 (1.28%) Microsoft Azure
7 6 (0.77%) Google Cloud Platform
8 4 (0.51%) Cloud Computing
9 2 (0.26%) Amazon ELB
9 2 (0.26%) AWS Elastic Beanstalk
9 2 (0.26%) Azure Machine Learning
9 2 (0.26%) IaaS
9 2 (0.26%) PaaS
10 1 (0.13%) Amazon Kinesis
Communications & Networking
1 7 (0.90%) SMS
2 3 (0.38%) Network Security
3 2 (0.26%) DNS
3 2 (0.26%) Firewall
4 1 (0.13%) DHCP
4 1 (0.13%) HTTP
4 1 (0.13%) HTTPS
4 1 (0.13%) Internet
4 1 (0.13%) LDAP
4 1 (0.13%) NAS
4 1 (0.13%) SAN
4 1 (0.13%) TACACS
4 1 (0.13%) TCP/IP
4 1 (0.13%) VLAN
4 1 (0.13%) VPN
Database & Business Intelligence
1 292 (37.34%) Big Data
2 228 (29.16%) Hadoop
3 171 (21.87%) Data Warehouse
4 168 (21.48%) SQL Server
5 108 (13.81%) SQL Server Integration Services
6 102 (13.04%) Apache Hive
7 96 (12.28%) SQL Server Reporting Services
8 84 (10.74%) SQL Server Analysis Services
9 75 (9.59%) BusinessObjects
10 71 (9.08%) Relational Database
11 63 (8.06%) MongoDB
12 60 (7.67%) SQL Server 2008
13 52 (6.65%) Text Mining
14 39 (4.99%) QlikView
15 33 (4.22%) NoSQL
16 32 (4.09%) SQL Server 2012
17 30 (3.84%) OLAP
18 26 (3.32%) HBase
18 26 (3.32%) SAP BI
19 25 (3.20%) MySQL
Development Applications
1 19 (2.43%) Eclipse
2 18 (2.30%) Git (software)
3 13 (1.66%) IntelliJ
3 13 (1.66%) Jenkins
3 13 (1.66%) NetBeans
4 11 (1.41%) Vagrant
4 11 (1.41%) Yeoman
5 9 (1.15%) JIRA
6 6 (0.77%) Team Foundation Server
7 4 (0.51%) EasyMock
7 4 (0.51%) JUnit
7 4 (0.51%) SQL Server Management Studio (SSMS)
8 3 (0.38%) ERwin
9 2 (0.26%) Axure RP
9 2 (0.26%) Visual Studio
10 1 (0.13%) Oracle APEX
General
1 241 (30.82%) Finance
2 149 (19.05%) Marketing
3 112 (14.32%) Retail
4 52 (6.65%) Banking
5 33 (4.22%) Legal
6 26 (3.32%) Pharmaceutical
6 26 (3.32%) Telecoms
7 23 (2.94%) Games
8 22 (2.81%) Automotive
9 18 (2.30%) Advertising
9 18 (2.30%) Law
10 15 (1.92%) Manufacturing
11 13 (1.66%) Aerospace
12 9 (1.15%) Financial Institution
13 8 (1.02%) Front Office
13 8 (1.02%) German Language
13 8 (1.02%) Publishing
14 7 (0.90%) Back Office
14 7 (0.90%) Investment Banking
15 2 (0.26%) Online Betting
Job Titles
1 204 (26.09%) Analyst
2 166 (21.23%) Data Scientist
3 116 (14.83%) Developer
4 111 (14.19%) Consultant
5 106 (13.55%) Data Analyst
6 48 (6.14%) Architect
7 47 (6.01%) Machine Learning Scientist
8 44 (5.63%) Business Intelligence Consultant
9 40 (5.12%) SQL Analyst
10 34 (4.35%) Business Intelligence Developer
11 32 (4.09%) Business Analyst
11 32 (4.09%) Senior Data Scientist
12 31 (3.96%) SQL Developer
13 30 (3.84%) Business Intelligence Analyst
13 30 (3.84%) Data Consultant
14 29 (3.71%) Financial Analyst
15 27 (3.45%) Senior Analyst
16 26 (3.32%) SQL Data Analyst
17 24 (3.07%) SQL Server Developer
17 24 (3.07%) Systems Analyst
Libraries, Frameworks & Software Standards
1 45 (5.75%) Natural Language Processing
2 29 (3.71%) MDX
3 28 (3.58%) .NET
4 18 (2.30%) D3.js
4 18 (2.30%) XML
5 17 (2.17%) AngularJS
5 17 (2.17%) HTML
6 16 (2.05%) scikit-learn
7 14 (1.79%) Pandas
7 14 (1.79%) SciPy
8 13 (1.66%) Cascading
8 13 (1.66%) Java EE
8 13 (1.66%) Java SE
8 13 (1.66%) JMS
9 11 (1.41%) Cascalog
9 11 (1.41%) RabbitMQ
10 10 (1.28%) CSS
10 10 (1.28%) HTML5
10 10 (1.28%) J2EE
10 10 (1.28%) Spring
Miscellaneous
1 262 (33.50%) Analytical Skills
2 147 (18.80%) Computer Science
3 138 (17.65%) Statistics
4 111 (14.19%) Visualisation
5 109 (13.94%) Mathematics
6 90 (11.51%) Algorithms
7 61 (7.80%) Data Integration
8 40 (5.12%) Physics
9 28 (3.58%) Management Information System
10 26 (3.32%) Neural Network
11 25 (3.20%) Data Conversion
11 25 (3.20%) Hedge funds
12 18 (2.30%) Data Structures
12 18 (2.30%) Economics
13 16 (2.05%) Enterprise Software
14 15 (1.92%) Foreign Exchange (FX)
14 15 (1.92%) Reinsurance
15 12 (1.53%) Social Media
16 11 (1.41%) Data Extraction
17 9 (1.15%) Biology
Operating Systems
1 23 (2.94%) Unix
2 17 (2.17%) Linux
3 13 (1.66%) Windows
4 2 (0.26%) Windows Server
5 1 (0.13%) Red Hat Enterprise Linux
Processes & Methodologies
1 389 (49.74%) Analytics
2 300 (38.36%) Business Intelligence
3 209 (26.73%) Data Analysis
4 179 (22.89%) Machine Learning
5 139 (17.77%) ETL
6 130 (16.62%) Data Modelling
7 108 (13.81%) Agile Software Development
8 106 (13.55%) Data Analytics
9 101 (12.92%) Data Management
10 82 (10.49%) Data Visualisation
11 67 (8.57%) CRM
12 62 (7.93%) Data Governance
13 58 (7.42%) Statistical Analysis
14 56 (7.16%) E-Commerce
15 50 (6.39%) MapReduce
15 50 (6.39%) Predictive Modelling
16 47 (6.01%) Open Source
17 44 (5.63%) Statistical Modelling
18 38 (4.86%) Information Management
19 37 (4.73%) Web Analytics
Programming Languages
1 411 (52.56%) SQL
2 223 (28.52%) R
3 219 (28.01%) Python
4 149 (19.05%) Java
5 82 (10.49%) T-SQL
6 81 (10.36%) MATLAB
7 45 (5.75%) C#
7 45 (5.75%) Scala
8 43 (5.50%) JavaScript
9 39 (4.99%) C++
10 36 (4.60%) VBA
11 32 (4.09%) Ruby
12 31 (3.96%) C
13 29 (3.71%) Clojure
14 22 (2.81%) PL/SQL
15 13 (1.66%) Bash Shell
15 13 (1.66%) Shell Script
16 12 (1.53%) Perl
17 11 (1.41%) VB
18 7 (0.90%) HiveQL
Qualifications
1 187 (23.91%) Degree
2 111 (14.19%) PhD
3 8 (1.02%) CISM
3 8 (1.02%) CISSP
4 7 (0.90%) Security Cleared
5 6 (0.77%) SC Cleared
6 4 (0.51%) CCNA
6 4 (0.51%) Cisco Certification
7 3 (0.38%) ISEB
8 2 (0.26%) CCSA
8 2 (0.26%) DV Cleared
8 2 (0.26%) IIBA
8 2 (0.26%) JNCIA
9 1 (0.13%) CEH
9 1 (0.13%) ECSA
9 1 (0.13%) EMC Certification
9 1 (0.13%) MBA
9 1 (0.13%) Microsoft Certification
9 1 (0.13%) PMI Certification
9 1 (0.13%) PMP
Quality Assurance & Compliance
1 88 (11.25%) Data Quality
2 22 (2.81%) QA
3 3 (0.38%) Basel II
System Software
1 11 (1.41%) VirtualBox
2 4 (0.51%) Veritas Cluster Server
3 3 (0.38%) HDFS
4 2 (0.26%) Active Directory
4 2 (0.26%) VMware Infrastructure
5 1 (0.13%) Apache Flume
5 1 (0.13%) Apache ZooKeeper
5 1 (0.13%) KVM
5 1 (0.13%) vSphere
Systems Management
1 4 (0.51%) EMC NetWorker
1 4 (0.51%) Hadoop YARN
2 3 (0.38%) Puppet
3 2 (0.26%) Opscode Chef
4 1 (0.13%) Oozie
Vendors
1 115 (14.71%) Microsoft
2 91 (11.64%) Oracle
3 55 (7.03%) Tableau
4 44 (5.63%) SAP
5 41 (5.24%) Google
6 40 (5.12%) IBM
7 34 (4.35%) Adobe
8 30 (3.84%) Cognos
9 25 (3.20%) Teradata
10 19 (2.43%) Informatica
11 18 (2.30%) hybris
12 17 (2.17%) Salesforce.com
13 16 (2.05%) Alterian
14 15 (1.92%) Facebook
15 14 (1.79%) TIBCO
16 13 (1.66%) BEA
16 13 (1.66%) NetSuite
17 8 (1.02%) Cloudera
17 8 (1.02%) MicroStrategy
18 7 (0.90%) Twitter
London
Qualserv
Salary: Up to £50,000 per annum
Posted: 2 hours ago
City, London
ANSON MCCADE
Salary: £90,000 - £110,000 + EXCELLENT BENEFITS
Posted: 2 hours ago
City, London
ANSON MCCADE
Salary: Circa £60,000 - £85,000 depending on level
Posted: 2 hours ago
London
Empiric.com
Posted: 7 hours ago
Central London / West End
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 7 hours ago
London
Venturi
Salary: £60000.00 - £70000.00 per annum + bonus and benefits
Posted: 10 hours ago
London
Next Ventures Ltd
Posted: 20 hours ago
London
Mahler Consulting
Salary: From £50,000 to £60,000 per annum + excellent corporate benefits
Posted: Yesterday
City, London
Digital Vision Search Ltd
Salary: From £90,000 to £100,000 per annum + Bonus + Excellent Benefits
Posted: Yesterday
London
Venturi
Salary: £60000.00 - £80000.00 per annum + bonus and benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £35k - £60k plus benefits.
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £35k - £60k plus attractive benefits and extensive career progression
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40k - £55k plus attractive benefits
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £40,000 - £80,000 (Depending on Experience)
Posted: 2 days ago
City, London
Oliver Bernard
Salary: £65000 - £85000 per annum + stock options
Posted: 2 days ago
Central London / West End
ANSON MCCADE
Salary: £35,000-£50,000(Plus excellent Package!!)
Posted: 2 days ago
London
Durlston Partners
Salary: Up to £80,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Durlston Partners
Salary: Up to £80,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Oliver James Associates
Salary: £33000 - £43000 per annum + a competitive benefits package
Posted: 2 days ago
City, London
E-synergy Solutions
Salary: £60000 - £70000 per annum + bonuses and benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £65000 - £75000 per annum
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £45000 - £70000 per annum
Posted: 2 days ago
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens - pens, health + more
Posted: 4 days ago
South East London
Understanding Recruitment
Salary: £45000 - £55000 per annum + bens - pens, health + more
Posted: 4 days ago
London
Harrington Starr
Salary: £50000 - £60000 per annum + Benefits + Bonus
Posted: 5 days ago
London
Colston Consulting
Salary: £62000 - £75500 per annum, Benefits total package roughly £110K
Posted: 6 days ago
City, London
Venturi
Salary: £50000 - £65000 per annum + FULL BENS
Posted: 6 days ago
London
Salt
Salary: £85000 - £100000 per annum + Excellent Benefits & Bonus
Posted: 6 days ago
London
Careerwise UK Limited
Salary: £85000 per annum + bonus + benefits
Posted: 6 days ago
South East London
Client Server
Salary: £40k to £50k + benefits
Posted: 6 days ago