The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 3 months to 23 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
23 Mar 2017
Same period 2016 Same period 2015
Data Mining
England / London
Rank 382 343 396
Rank change year-on-year -39 +53  
Permanent jobs citing Data Mining 193 350 264
As % of all permanent IT jobs advertised in London 0.58% 0.84% 0.63%
As % of the Database & Business Intelligence category 1.92% 2.70% 2.09%
Number of salaries quoted 164 286 240
Median salary £60,000 £63,750 £55,000
Median salary % change year-on-year -5.88% +15.90%  
90% offered a salary of more than £40,000 £42,500 £37,250
10% offered a salary of more than £105,000 £90,000 £82,500
UK excluding London median salary £45,000 £41,750 £42,500
% change year-on-year +7.78% -1.76%  

Data Mining is in the database and business intelligence skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
London
Permanent job vacancies with a requirement for database and business intelligence skills 10050 12953 12652
As % of all permanent IT job vacancies advertised in London 30.27% 31.20% 30.31%
Number of salaries quoted 8735 11300 10855
Median salary £60,000 £56,500 £55,000
Median salary % change year-on-year +6.19% +2.72%  
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
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Mining as a proportion of all permanent or contract IT jobs with a match in the Database & Business Intelligence category.

Job vacancy trend for Data Mining 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 in London.

Salary trend for Data Mining in London

Data Mining
Salary Histogram in London

The salary distribution of IT jobs citing Data Mining in London over the 3 months to 23 March 2017.

Salary histogram for Data Mining 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 23 March 2017. 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 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 +37 35 £52,500 -19.23% 5
Heathrow - 5 £27,500 -
Twickenham - 3 £52,500 - 1
Bromley - 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 23 March 2017, 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.

1 191 (54.11%) SQL
2 169 (47.88%) Analytics
3 165 (46.74%) Python
4 151 (42.78%) Machine Learning
5 133 (37.68%) Big Data
6 119 (33.71%) Analytical Skills
7 110 (31.16%) Hadoop
8 109 (30.88%) Finance
8 109 (30.88%) Statistics
9 100 (28.33%) Degree
10 99 (28.05%) R
11 93 (26.35%) Visualisation
11 93 (26.35%) Mathematics
12 92 (26.06%) Computer Science
13 90 (25.50%) Algorithms
14 86 (24.36%) Business Intelligence
15 76 (21.53%) Data Warehouse
16 75 (21.25%) Java
17 72 (20.40%) Relational Database
18 71 (20.11%) Agile Software Development
19 69 (19.55%) Apache Spark
20 67 (18.98%) PhD
21 65 (18.41%) Data Analysis
22 62 (17.56%) Data Visualisation
23 60 (17.00%) SQL Server Reporting Services
23 60 (17.00%) Microsoft
24 52 (14.73%) Marketing
25 51 (14.45%) SAS
26 50 (14.16%) MS Excel
27 46 (13.03%) 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 69 (19.55%) Apache Spark
2 51 (14.45%) SAS
3 20 (5.67%) Apache Pig
4 6 (1.70%) Tornado
5 5 (1.42%) Apache
6 4 (1.13%) Confluence
6 4 (1.13%) Tomcat
7 3 (0.85%) SharePoint
8 1 (0.28%) Apache Solr
8 1 (0.28%) CMS
Applications
1 50 (14.16%) MS Excel
2 20 (5.67%) SPSS
3 10 (2.83%) MS Office
4 6 (1.70%) MS PowerPoint
5 2 (0.57%) Weka
6 1 (0.28%) EViews
6 1 (0.28%) Gephi
Business Applications
1 6 (1.70%) Relativity
2 4 (1.13%) WebTrends
3 2 (0.57%) Adobe Campaign
3 2 (0.57%) Eloqua
3 2 (0.57%) Unica
4 1 (0.28%) Oracle AML
Cloud Services
1 23 (6.52%) Microsoft Azure
2 18 (5.10%) Amazon AWS
3 15 (4.25%) GitHub
4 10 (2.83%) Google Analytics
5 6 (1.70%) Amazon EMR
5 6 (1.70%) Amazon S3
6 5 (1.42%) Data Lake Analytics
7 4 (1.13%) Amazon EC2
8 3 (0.85%) Google Cloud Platform
8 3 (0.85%) SaaS
9 2 (0.57%) Amazon Kinesis
9 2 (0.57%) Responsys
10 1 (0.28%) Amazon SQS
10 1 (0.28%) Cloud Computing
Communications & Networking
1 2 (0.57%) Internet
Database & Business Intelligence
1 133 (37.68%) Big Data
2 110 (31.16%) Hadoop
3 76 (21.53%) Data Warehouse
4 72 (20.40%) Relational Database
5 60 (17.00%) SQL Server Reporting Services
6 44 (12.46%) SQL Server
7 39 (11.05%) Apache Hive
8 37 (10.48%) NoSQL
9 35 (9.92%) SQL Server Analysis Services
10 32 (9.07%) SQL Server Integration Services
11 31 (8.78%) Power BI
12 28 (7.93%) BusinessObjects
13 25 (7.08%) MongoDB
14 24 (6.80%) Text Mining
15 23 (6.52%) QlikView
15 23 (6.52%) SQL Server 2014
16 20 (5.67%) RDBMS
17 18 (5.10%) Azure SQL Database
17 18 (5.10%) MySQL
18 17 (4.82%) PostgreSQL
Development Applications
1 11 (3.12%) Git (software)
2 9 (2.55%) Talend Open Studio
3 7 (1.98%) JIRA
4 4 (1.13%) Eclipse
4 4 (1.13%) Jenkins
4 4 (1.13%) JUnit
4 4 (1.13%) Vagrant
4 4 (1.13%) Yeoman
General
1 109 (30.88%) Finance
2 52 (14.73%) Marketing
3 31 (8.78%) Legal
4 26 (7.37%) Banking
5 25 (7.08%) Retail
6 17 (4.82%) Telecoms
7 12 (3.40%) Advertising
7 12 (3.40%) Games
8 7 (1.98%) Billing
9 5 (1.42%) Law
9 5 (1.42%) Manufacturing
10 4 (1.13%) Front Office
11 3 (0.85%) Financial Institution
12 2 (0.57%) Investment Banking
12 2 (0.57%) Publishing
12 2 (0.57%) Retail Banking
13 1 (0.28%) French Language
13 1 (0.28%) German Language
13 1 (0.28%) Music Industry
13 1 (0.28%) Polish Language
Job Titles
1 139 (39.38%) Data Scientist
2 74 (20.96%) Analyst
3 52 (14.73%) Developer
4 45 (12.75%) Consultant
5 36 (10.20%) Business Analyst
6 33 (9.35%) Senior Data Scientist
7 27 (7.65%) Technical Business Analyst
8 26 (7.37%) Technical Analyst
9 24 (6.80%) Data Analyst
10 19 (5.38%) Business Intelligence Consultant
10 19 (5.38%) Python Developer
11 16 (4.53%) Data Consultant
11 16 (4.53%) Data Engineer
12 15 (4.25%) C++ Developer
13 14 (3.97%) Graduate
13 14 (3.97%) Microsoft BI Consultant
13 14 (3.97%) Microsoft Consultant
14 12 (3.40%) Business Intelligence Analyst
15 11 (3.12%) Business Intelligence Developer
16 10 (2.83%) Java Developer
Libraries, Frameworks & Software Standards
1 31 (8.78%) Pandas
2 30 (8.50%) XML
3 26 (7.37%) .NET
3 26 (7.37%) MDX
4 25 (7.08%) NumPy
4 25 (7.08%) scikit-learn
5 21 (5.95%) Natural Language Processing
6 16 (4.53%) D3.js
7 15 (4.25%) Boost C++ Libraries
7 15 (4.25%) OpenGL
7 15 (4.25%) STL
8 11 (3.12%) Web Services
9 9 (2.55%) HTML
9 9 (2.55%) REST
10 8 (2.27%) SciPy
11 7 (1.98%) Flask
12 6 (1.70%) scikit-cuda
13 5 (1.42%) AngularJS
14 4 (1.13%) Cascalog
14 4 (1.13%) RESTful
Miscellaneous
1 119 (33.71%) Analytical Skills
2 92 (26.06%) Computer Science
3 90 (25.50%) Algorithms
4 46 (13.03%) Data Structures
5 18 (5.10%) User Experience
6 17 (4.82%) Hedge funds
7 15 (4.25%) CUDA
7 15 (4.25%) Fintech
8 11 (3.12%) Credit Risk
8 11 (3.12%) Social Network
9 10 (2.83%) Field-Programmable Gate Array
9 10 (2.83%) Fixed Income
10 9 (2.55%) Management Information System
11 6 (1.70%) Client/Server
11 6 (1.70%) Derivative
12 5 (1.42%) Driving Licence
12 5 (1.42%) Virtual Team
13 4 (1.13%) Data Centre
13 4 (1.13%) Mobile App
14 3 (0.85%) Smart Meter
Operating Systems
1 22 (6.23%) Linux
2 11 (3.12%) Unix
3 9 (2.55%) Windows
4 5 (1.42%) Windows 7
5 4 (1.13%) CentOS
6 3 (0.85%) Red Hat Enterprise Linux
7 1 (0.28%) Android
7 1 (0.28%) Apple iOS
Processes & Methodologies
1 169 (47.88%) Analytics
2 151 (42.78%) Machine Learning
3 109 (30.88%) Statistics
4 93 (26.35%) Mathematics
4 93 (26.35%) Visualisation
5 86 (24.36%) Business Intelligence
6 71 (20.11%) Agile Software Development
7 65 (18.41%) Data Analysis
8 62 (17.56%) Data Visualisation
9 43 (12.18%) Statistical Modelling
10 42 (11.90%) Data Modelling
11 41 (11.61%) ETL
12 36 (10.20%) Physics
12 36 (10.20%) Statistical Analysis
13 33 (9.35%) Data Analytics
13 33 (9.35%) Predictive Modelling
13 33 (9.35%) Software Engineering
14 28 (7.93%) Stakeholder Management
15 25 (7.08%) Actionable Insight
15 25 (7.08%) Kimball Methodology
Programming Languages
1 191 (54.11%) SQL
2 165 (46.74%) Python
3 99 (28.05%) R
4 75 (21.25%) Java
5 46 (13.03%) T-SQL
6 34 (9.63%) C++
6 34 (9.63%) JavaScript
7 32 (9.07%) Scala
8 24 (6.80%) Data Analysis Expressions (DAX)
9 22 (6.23%) Perl
10 21 (5.95%) MATLAB
10 21 (5.95%) VBA
11 13 (3.68%) PHP
12 11 (3.12%) C#
13 10 (2.83%) Ruby
14 9 (2.55%) C
15 5 (1.42%) VB
16 4 (1.13%) Bash Shell
16 4 (1.13%) Clojure
16 4 (1.13%) PL/SQL
Qualifications
1 100 (28.33%) Degree
2 67 (18.98%) PhD
3 18 (5.10%) Microsoft Certification
4 4 (1.13%) RHCA
5 2 (0.57%) PMI Certification
5 2 (0.57%) Postgraduate
6 1 (0.28%) ISEB
6 1 (0.28%) ISEB Practitioner
6 1 (0.28%) MBA
Quality Assurance & Compliance
1 18 (5.10%) Data Quality
2 6 (1.70%) QA
3 4 (1.13%) MiFID
4 1 (0.28%) Dodd-Frank
4 1 (0.28%) EMIR
4 1 (0.28%) IFRS
4 1 (0.28%) IFRS 9
System Software
1 8 (2.27%) Virtual Machines
2 4 (1.13%) Active Directory
2 4 (1.13%) VirtualBox
2 4 (1.13%) VMware Infrastructure
3 3 (0.85%) HDFS
3 3 (0.85%) KVM
4 1 (0.28%) Apache Flume
4 1 (0.28%) Docker
4 1 (0.28%) Oracle RAC
4 1 (0.28%) Virtual Servers
Systems Management
1 5 (1.42%) EnCase
2 1 (0.28%) Oozie
Vendors
1 60 (17.00%) Microsoft
2 35 (9.92%) Tableau
3 33 (9.35%) Oracle
4 13 (3.68%) Google
5 11 (3.12%) SAP
6 9 (2.55%) Talend
7 8 (2.27%) Teradata
8 6 (1.70%) IBM
8 6 (1.70%) MicroStrategy
8 6 (1.70%) Vertica
9 5 (1.42%) Cloudera
9 5 (1.42%) Hortonworks
9 5 (1.42%) Nuix
9 5 (1.42%) VMware
10 4 (1.13%) Cisco
10 4 (1.13%) Hitwise
10 4 (1.13%) Red Hat
11 3 (0.85%) Alteryx
11 3 (0.85%) Informatica
11 3 (0.85%) MapR
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + bonus
Posted: 18 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 11 hours ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 10 hours ago
London
Churchill Frank
Salary: £30000 - £40000 per annum
Posted: 2 days ago
London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 16 hours ago
City, London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 16 hours ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 5 days ago
London
Nigel Frank International
Salary: £25000 - £32000 per annum
Posted: Yesterday
London
myBench Ltd
Salary: From £70,000 to £90,000 per annum
Posted: 3 days ago
London
myBench Ltd
Salary: From £35,000 to £50,000 per annum
Posted: 3 days ago
London
Acumin
Salary: From £34,000 to £40,000 per annum
Posted: 12 hours ago
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Benefits & Bonus included
Posted: 3 days ago
Central London / West End
Brightred Resourcing Limited
Salary: From £75,000 to £80,000 per annum plus bonus and benefits
Posted: 6 days ago
London
Talent Spa
Salary: Depending on Experience
Posted: 9 hours ago
London
Energize Recruitment Solutions Ltd
Salary: £50000 - £75000 per annum + bonus +benefits
Posted: 10 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 14 days ago
London
Churchill Frank
Salary: £60000 - £80000 per annum
Posted: 15 days ago
City, London
The Collinson Group
Salary: From £35,000 to £50,000 per annum
Posted: 10 days ago
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: 10 days ago
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: 10 days ago
London
Energize Recruitment Solutions Ltd
Salary: £40000 - £75000 per annum
Posted: 10 days ago
North London
360 Resourcing Solutions
Posted: 6 days ago
Twickenham
Michael Page Technology
Salary: £45000 - £55000 per annum + benefits
Posted: 14 days ago
South West London
Emanuel School
Salary: £32,000 per annum
Posted: 10 days ago
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 26 days ago
London
CV Screen Ltd
Salary: £35k - 40k per year + benefits
Posted: 3 days ago
London
Client Server
Salary: £75000 - £90000 per annum + benefits
Posted: 16 days ago
London
Lorien Resourcing
Salary: £60000 - £70000 per annum + Car + Bonus + Pension + Health care
Posted: 3 days ago
North West London
Spacebar Media
Salary: Competitive + Benefits
Posted: 20 days ago
London
Computer Futures
Salary: £50000 - £70000 per annum + competitive
Posted: 13 days ago