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 24 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 331 351 361
Rank change year-on-year
+20 +10
Permanent jobs citing Data Mining 314 341 341
As % of all permanent IT jobs located in London 0.83% 0.77% 0.74%
As % of the Database & Business Intelligence category 2.80% 2.61% 2.41%
Number of salaries quoted 259 276 288
Median salary £62,500 £62,000 £55,000
Median salary % change year-on-year
+0.80% +12.72%
90% offered a salary of more than £41,400 £33,000 £37,300
10% offered a salary of more than £100,000 £83,750 £80,000
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
11209 13090 14138
As % of all permanent IT jobs located in London 29.71% 29.71% 30.81%
Number of salaries quoted 9766 11079 12281
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 £40,000 £37,500
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 24 September 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 24 September 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 59 £65,000 +4.00% 7
Kingston Upon Thames -2 2 £70,000 +12.90%
Canary Wharf - 2 - -
Croydon - 1 £29,500 -
Chiswick - 1 £32,500 -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 24 September 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.

1 318 (46.29%) Analytics
2 314 (45.71%) SQL
3 261 (37.99%) Python
4 243 (35.37%) Machine Learning
5 237 (34.50%) Big Data
6 227 (33.04%) Finance
7 212 (30.86%) Degree
8 186 (27.07%) Analytical Skills
9 180 (26.20%) Computer Science
10 166 (24.16%) R
10 166 (24.16%) Statistics
11 153 (22.27%) Visualisation
12 150 (21.83%) Hadoop
13 149 (21.69%) Business Intelligence
14 140 (20.38%) Java
15 132 (19.21%) Algorithms
16 120 (17.47%) Marketing
17 114 (16.59%) Mathematics
18 113 (16.45%) SAS
19 112 (16.30%) Data Analytics
20 108 (15.72%) PhD
21 102 (14.85%) Data Warehouse
21 102 (14.85%) Agile Software Development
22 98 (14.26%) Apache Spark
23 97 (14.12%) Data Analysis
24 96 (13.97%) Predictive Modelling
25 95 (13.83%) Relational Database
26 92 (13.39%) NoSQL
27 84 (12.23%) SQL Server
27 84 (12.23%) Microsoft

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
1 113 (16.45%) SAS
2 98 (14.26%) Apache Spark
3 46 (6.70%) Apache Pig
4 19 (2.77%) Apache
5 16 (2.33%) Tomcat
6 14 (2.04%) Elasticsearch
7 7 (1.02%) Confluence
8 6 (0.87%) OpenStack
8 6 (0.87%) SharePoint
9 5 (0.73%) Apache Solr
10 4 (0.58%) GlassFish
11 1 (0.15%) Oracle Coherence
11 1 (0.15%) SharePoint Server
11 1 (0.15%) Skype for Business
11 1 (0.15%) WebSphere
Applications
1 67 (9.75%) SPSS
2 63 (9.17%) MS Excel
3 35 (5.09%) MS Office
4 20 (2.91%) MS PowerPoint
5 7 (1.02%) MS Visio
6 5 (0.73%) Mathematica
7 4 (0.58%) Stata
8 3 (0.44%) Weka
9 2 (0.29%) CPLEX
10 1 (0.15%) Spreadsheet
Business Applications
1 7 (1.02%) Relativity
2 3 (0.44%) Oracle AML
3 2 (0.29%) FastStats
3 2 (0.29%) Investran
3 2 (0.29%) Oracle Financials
4 1 (0.15%) Dynamics CRM
4 1 (0.15%) Eloqua
4 1 (0.15%) Infor CRM
4 1 (0.15%) Maximo
4 1 (0.15%) Oracle CRM
4 1 (0.15%) Oracle EBS
4 1 (0.15%) Oracle Retail
4 1 (0.15%) PeopleSoft Financials
4 1 (0.15%) Pivotal CRM
4 1 (0.15%) RMDS
4 1 (0.15%) SAP CRM
4 1 (0.15%) Scribe Insight
Cloud Services
1 56 (8.15%) Amazon AWS
2 23 (3.35%) Amazon EC2
3 19 (2.77%) Microsoft Azure
4 18 (2.62%) Amazon EMR
5 15 (2.18%) Amazon S3
6 11 (1.60%) Google Analytics
7 8 (1.16%) Cloud Computing
8 7 (1.02%) Google Cloud Platform
9 6 (0.87%) Amazon ELB
9 6 (0.87%) AWS Elastic Beanstalk
9 6 (0.87%) Data Lake Analytics
10 5 (0.73%) Amazon SQS
10 5 (0.73%) SaaS
11 4 (0.58%) GitHub
12 2 (0.29%) Adobe Analytics
12 2 (0.29%) AWS Lambda
12 2 (0.29%) FinancialForce.com
12 2 (0.29%) PaaS
13 1 (0.15%) Amazon Kinesis
13 1 (0.15%) Google Tag Manager
Communications & Networking
1 6 (0.87%) Firewall
2 4 (0.58%) HTTPS
2 4 (0.58%) Internet
2 4 (0.58%) TCP/IP
3 3 (0.44%) DNS
3 3 (0.44%) LDAP
3 3 (0.44%) Network Security
3 3 (0.44%) Skype
3 3 (0.44%) TACACS
3 3 (0.44%) VLAN
4 2 (0.29%) Cisco Nexus
4 2 (0.29%) DSL
4 2 (0.29%) Intranet
4 2 (0.29%) Intrusion Detection
4 2 (0.29%) LAN
4 2 (0.29%) WAN
4 2 (0.29%) Wi-Fi
5 1 (0.15%) SAN
5 1 (0.15%) VoIP
5 1 (0.15%) VPN
Database & Business Intelligence
1 237 (34.50%) Big Data
2 150 (21.83%) Hadoop
3 102 (14.85%) Data Warehouse
4 95 (13.83%) Relational Database
5 92 (13.39%) NoSQL
6 84 (12.23%) SQL Server
7 60 (8.73%) Apache Hive
8 50 (7.28%) Text Mining
9 49 (7.13%) SQL Server Integration Services
10 47 (6.84%) MongoDB
11 45 (6.55%) SQL Server Reporting Services
12 40 (5.82%) MySQL
13 37 (5.39%) Apache Cassandra
14 36 (5.24%) RDBMS
15 32 (4.66%) SQL Server Analysis Services
16 28 (4.08%) PostgreSQL
17 27 (3.93%) Amazon Redshift
18 26 (3.78%) SQL Server 2008
19 18 (2.62%) Data Lake
19 18 (2.62%) Power BI
Development Applications
1 24 (3.49%) Git (software)
2 23 (3.35%) Jenkins
3 11 (1.60%) JIRA
4 9 (1.31%) Vagrant
4 9 (1.31%) Yeoman
5 7 (1.02%) Maven
6 6 (0.87%) Cucumber
6 6 (0.87%) FitNesse
6 6 (0.87%) Talend Open Studio
6 6 (0.87%) TeamCity
7 5 (0.73%) Visual Studio
8 4 (0.58%) PowerDesigner
9 3 (0.44%) Team Foundation Server
9 3 (0.44%) WebDriver
10 2 (0.29%) Appium
10 2 (0.29%) Calabash
10 2 (0.29%) Eclipse
10 2 (0.29%) JSUnit
10 2 (0.29%) Selenium
11 1 (0.15%) HP UFT
General
1 227 (33.04%) Finance
2 120 (17.47%) Marketing
3 45 (6.55%) Retail
4 43 (6.26%) Banking
5 37 (5.39%) Legal
6 27 (3.93%) Advertising
7 19 (2.77%) Telecoms
8 11 (1.60%) Law
8 11 (1.60%) Manufacturing
9 10 (1.46%) Investment Banking
9 10 (1.46%) Publishing
10 9 (1.31%) Back Office
10 9 (1.31%) French Language
10 9 (1.31%) Games
11 8 (1.16%) Italian Language
11 8 (1.16%) Spanish Language
12 7 (1.02%) Financial Institution
13 4 (0.58%) German Language
14 3 (0.44%) Pharmaceutical
14 3 (0.44%) Retail Banking
Job Titles
1 173 (25.18%) Data Scientist
2 127 (18.49%) Developer
3 117 (17.03%) Analyst
4 57 (8.30%) Architect
5 52 (7.57%) Consultant
6 50 (7.28%) Senior Data Scientist
7 49 (7.13%) Data Architect
8 43 (6.26%) Machine Learning Scientist
9 38 (5.53%) Java Developer
10 36 (5.24%) Quantitative Developer
11 33 (4.80%) Business Analyst
11 33 (4.80%) Data Analyst
12 28 (4.08%) Test Manager
13 26 (3.78%) Senior Developer
14 25 (3.64%) Analytics Manager
15 24 (3.49%) Big Data Architect
15 24 (3.49%) Data Consultant
15 24 (3.49%) Data Engineer
16 23 (3.35%) Programme Test Manager
16 23 (3.35%) Python Developer
Libraries, Frameworks & Software Standards
1 44 (6.40%) Natural Language Processing
2 34 (4.95%) .NET
3 33 (4.80%) scikit-learn
4 25 (3.64%) Pandas
5 24 (3.49%) Web Services
6 20 (2.91%) AngularJS
7 19 (2.77%) Spring
8 18 (2.62%) NumPy
9 17 (2.47%) SciPy
10 14 (2.04%) RabbitMQ
11 13 (1.89%) MDX
12 12 (1.75%) XML
13 11 (1.60%) D3.js
14 10 (1.46%) OpenGL
14 10 (1.46%) React
15 9 (1.31%) ASP.NET
15 9 (1.31%) Cascalog
15 9 (1.31%) Ruby on Rails
15 9 (1.31%) SOAP
16 8 (1.16%) REST
Miscellaneous
1 186 (27.07%) Analytical Skills
2 180 (26.20%) Computer Science
3 166 (24.16%) Statistics
4 153 (22.27%) Visualisation
5 132 (19.21%) Algorithms
6 114 (16.59%) Mathematics
7 39 (5.68%) Hedge funds
8 36 (5.24%) Physics
9 30 (4.37%) Fintech
10 26 (3.78%) Artificial Intelligence
11 25 (3.64%) Fixed Income
11 25 (3.64%) Neural Network
12 24 (3.49%) Data Structures
12 24 (3.49%) Management Information System
13 19 (2.77%) Data Integration
14 18 (2.62%) Economics
15 17 (2.47%) CUDA
16 14 (2.04%) Clustering
16 14 (2.04%) Credit Risk
17 11 (1.60%) User Experience
Operating Systems
1 44 (6.40%) Linux
2 11 (1.60%) Windows
3 8 (1.16%) Unix
4 4 (0.58%) Windows Server
5 3 (0.44%) Android
5 3 (0.44%) Apple iOS
6 1 (0.15%) Windows 10
Processes & Methodologies
1 318 (46.29%) Analytics
2 243 (35.37%) Machine Learning
3 149 (21.69%) Business Intelligence
4 112 (16.30%) Data Analytics
5 102 (14.85%) Agile Software Development
6 97 (14.12%) Data Analysis
7 96 (13.97%) Predictive Modelling
8 74 (10.77%) ETL
9 70 (10.19%) Data Visualisation
10 56 (8.15%) Statistical Modelling
11 54 (7.86%) Software Engineering
12 52 (7.57%) MapReduce
13 51 (7.42%) Statistical Analysis
14 44 (6.40%) CRM
14 44 (6.40%) Project Management
15 43 (6.26%) OO
16 39 (5.68%) Open Source
17 38 (5.53%) Data Modelling
18 37 (5.39%) Data Management
18 37 (5.39%) TDD
Programming Languages
1 314 (45.71%) SQL
2 261 (37.99%) Python
3 166 (24.16%) R
4 140 (20.38%) Java
5 72 (10.48%) C++
6 53 (7.71%) MATLAB
7 47 (6.84%) Scala
8 42 (6.11%) T-SQL
9 29 (4.22%) C#
9 29 (4.22%) JavaScript
10 27 (3.93%) Perl
11 23 (3.35%) Clojure
12 18 (2.62%) Ruby
12 18 (2.62%) VBA
13 17 (2.47%) PHP
14 13 (1.89%) Bash Shell
15 11 (1.60%) VB
16 10 (1.46%) Data Analysis Expressions (DAX)
17 9 (1.31%) Cypher
17 9 (1.31%) PL/SQL
Qualifications
1 212 (30.86%) Degree
2 108 (15.72%) PhD
3 6 (0.87%) PRINCE2 Certification
4 4 (0.58%) CCNA
4 4 (0.58%) CEH
4 4 (0.58%) Cisco Certification
4 4 (0.58%) Microsoft Certification
5 3 (0.44%) ECSA
5 3 (0.44%) ISEB
6 2 (0.29%) ISTQB
6 2 (0.29%) ITIL Certification
6 2 (0.29%) MCDBA
6 2 (0.29%) MCITP
6 2 (0.29%) MCTS
6 2 (0.29%) SC Cleared
6 2 (0.29%) Security Cleared
7 1 (0.15%) CCNP
7 1 (0.15%) GISP
7 1 (0.15%) VCAP
7 1 (0.15%) VCDX
Quality Assurance & Compliance
1 32 (4.66%) Data Quality
2 10 (1.46%) QA
3 4 (0.58%) Actionable Recommendations
4 1 (0.15%) ISAE 3402
4 1 (0.15%) ISO/IEC 27001
4 1 (0.15%) SLA
4 1 (0.15%) SSAE 16
System Software
1 15 (2.18%) Docker
2 10 (1.46%) Active Directory
3 9 (1.31%) Ceph
3 9 (1.31%) Virtual Machines
3 9 (1.31%) VirtualBox
4 8 (1.16%) Apache Flume
5 4 (0.58%) HDFS
5 4 (0.58%) vSphere
6 3 (0.44%) KVM
7 2 (0.29%) VMware Infrastructure
8 1 (0.15%) Firmware
8 1 (0.15%) Hyper-V
8 1 (0.15%) Snort
8 1 (0.15%) vCloud
8 1 (0.15%) Veritas Cluster Server
8 1 (0.15%) XenServer
Systems Management
1 9 (1.31%) Mesos
2 8 (1.16%) Opscode Chef
3 6 (0.87%) SCCM
4 5 (0.73%) Host Intrusion Detection System
5 4 (0.58%) EnCase
6 3 (0.44%) Hadoop YARN
6 3 (0.44%) Puppet
7 1 (0.15%) AirWatch
7 1 (0.15%) ITRS Geneos
7 1 (0.15%) Network Intrusion Detection System
7 1 (0.15%) Thomson Reuters DACS
7 1 (0.15%) vRealize
7 1 (0.15%) WSUS
Vendors
1 84 (12.23%) Microsoft
2 48 (6.99%) Oracle
3 32 (4.66%) Google
4 26 (3.78%) Bloomberg
5 23 (3.35%) Tableau
6 18 (2.62%) Cognos
7 13 (1.89%) Informatica
7 13 (1.89%) Salesforce.com
7 13 (1.89%) Vertica
8 12 (1.75%) IBM
8 12 (1.75%) RapidMiner
9 9 (1.31%) SAP
10 8 (1.16%) Hitachi
11 7 (1.02%) Netezza
11 7 (1.02%) Sybase
12 6 (0.87%) ServiceNow
12 6 (0.87%) Talend
13 5 (0.73%) Facebook
14 4 (0.58%) Pega
14 4 (0.58%) Splunk
London
Parallel Consulting
Salary: £60000 - £70000 per annum
Posted: Yesterday
London
Churchill Frank International
Salary: £48000 - £62000 per annum + bonus, benefits, negotiable
Posted: Yesterday
London
Salt
Salary: £60000.00 - £65000.00 per annum + Pension
Posted: 3 days ago
London
C4 Commerce
Salary: From £45,000 to £55,000 per annum
Posted: Yesterday
London
Exposed Solutions
Salary: £60000 - £70000 per annum
Posted: 16 hours ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: 2 days ago
London
Harrington Starr
Salary: £65000 - £100000 per annum + Benefits + Bonus
Posted: 5 days ago
Central London / West End
Digitech Resourcing Ltd
Salary: From £55,000 to £85,000 per annum + Excellent benefits package
Posted: 3 days ago
Central London / West End
Venturi
Salary: £45000 - £85000 per annum + bonus and benefits
Posted: 4 days ago
London
Parallel Consulting
Salary: £35000 - £45000 per annum + bonus, benefits, pension
Posted: 4 days ago
City, London
Venturi
Salary: £80000 - £100000 per annum + Bonus + Benefits
Posted: 4 days ago
Central London / West End
Client Server
Salary: £50k to £60k + benefits
Posted: 4 days ago
London
Opilio Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: Yesterday
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 3 days ago
London
Durlston Partners
Salary: Up to £100,000 per annum + Bonus + Benefits
Posted: 5 days ago
London
Imperative People
Salary: £80000 - £100000 per annum + excellent bens package
Posted: 4 days ago
City, London
Quant Capital
Salary: Up to £35,000 per annum Bonus Medical Pension
Posted: 5 days ago
City, London
Harris Global
Salary: From £60,000 to £70,000 per annum Benefits + Bonus
Posted: 2 days ago
London
360 Resourcing
Salary: Competitive
Posted: 10 days ago
London
Imperative People
Salary: £90000 - £110000 per annum + excellent bens package
Posted: 4 days ago
City of London
Venturi
Salary: £60000 - £80000 per annum + Bonus and Benefits
Posted: 16 days ago
London
360 Resourcing
Salary: Competitive
Posted: 10 days ago
London
Client Server
Salary: £40k to £60k + benefits
Posted: 11 days ago
London
Computer Futures
Salary: £65000 per annum + competitive
Posted: 21 days ago
City of London
Venturi
Salary: £80000 - £100000 per annum + bonus and benefits
Posted: 16 days ago
London
Client Server
Salary: £50k to £70k + benefits
Posted: 17 days ago
London
Recruitment Revolution Limited
Salary: up to £45,000 + Excellent Benefits and Perks Package
Posted: 22 days ago
London
Lawrence Harvey
Salary: £60000.00 - £70000.00 per annum + Benefits + Bonus
Posted: 15 days ago
London
Client Server
Salary: £40k to £60k + benefits
Posted: 25 days ago