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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Mining
England / London
Rank 395 360 387
Rank change year-on-year
-35 +27
Permanent jobs citing Data Mining 180 329 288
As % of all permanent IT jobs located in London 0.55% 0.80% 0.69%
As % of the Database & Business Intelligence category 1.80% 2.54% 2.25%
Number of salaries quoted 146 270 248
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £40,000 £39,900 £35,000
10% offered a salary of more than £102,500 £90,000 £85,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
9979 12961 12781
As % of all permanent IT jobs located in London 30.26% 31.42% 30.50%
Number of salaries quoted 8731 11233 10984
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year
+9.09% -
90% offered a salary of more than £39,099 £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 26 February 2017.

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 26 February 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 +14 26 £52,500 -11.76% 7
Heathrow - 4 £27,500 -
Bromley - 1 - -
Twickenham - 1 £50,000 - 1
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 26 February 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.

1 216 (58.54%) SQL
2 188 (50.95%) Analytics
3 157 (42.55%) Python
4 139 (37.67%) Machine Learning
5 119 (32.25%) Finance
6 118 (31.98%) Big Data
7 116 (31.44%) Statistics
8 115 (31.17%) Analytical Skills
9 107 (29.00%) R
10 102 (27.64%) Degree
10 102 (27.64%) Business Intelligence
11 101 (27.37%) Mathematics
12 97 (26.29%) Hadoop
13 95 (25.75%) Visualisation
14 88 (23.85%) Computer Science
14 88 (23.85%) Data Warehouse
15 83 (22.49%) Agile Software Development
16 81 (21.95%) Algorithms
17 72 (19.51%) Relational Database
17 72 (19.51%) Microsoft
18 70 (18.97%) SQL Server Reporting Services
19 68 (18.43%) PhD
20 67 (18.16%) Data Analysis
21 65 (17.62%) Java
22 61 (16.53%) Marketing
23 59 (15.99%) MS Excel
24 58 (15.72%) SQL Server
24 58 (15.72%) Data Visualisation
25 57 (15.45%) Apache Spark
26 55 (14.91%) SAS

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 57 (15.45%) Apache Spark
2 55 (14.91%) SAS
3 19 (5.15%) Apache Pig
4 5 (1.36%) Apache
4 5 (1.36%) SharePoint
5 4 (1.08%) Confluence
5 4 (1.08%) Tomcat
6 3 (0.81%) Tornado
7 2 (0.54%) OpenStack
7 2 (0.54%) Oracle SOA Suite
8 1 (0.27%) Apache Solr
8 1 (0.27%) CMS
Applications
1 59 (15.99%) MS Excel
2 27 (7.32%) SPSS
3 16 (4.34%) MS Office
4 15 (4.07%) MS PowerPoint
5 2 (0.54%) MS Visio
5 2 (0.54%) Weka
6 1 (0.27%) EViews
6 1 (0.27%) Stata
Business Applications
1 3 (0.81%) Relativity
2 2 (0.54%) Adobe Campaign
2 2 (0.54%) Eloqua
2 2 (0.54%) FastStats
2 2 (0.54%) Unica
2 2 (0.54%) WebTrends
3 1 (0.27%) Oracle AML
Cloud Services
1 29 (7.86%) Microsoft Azure
2 17 (4.61%) Amazon AWS
3 15 (4.07%) GitHub
4 11 (2.98%) Data Lake Analytics
4 11 (2.98%) Google Analytics
5 6 (1.63%) Amazon S3
6 5 (1.36%) Amazon EMR
7 4 (1.08%) Amazon EC2
8 3 (0.81%) Google Cloud Platform
8 3 (0.81%) SaaS
9 2 (0.54%) AWS Lambda
9 2 (0.54%) Responsys
10 1 (0.27%) Adobe Analytics
10 1 (0.27%) Amazon Kinesis
10 1 (0.27%) Amazon SQS
10 1 (0.27%) Cloud Computing
Communications & Networking
1 2 (0.54%) Internet
1 2 (0.54%) Intranet
2 1 (0.27%) LAN
2 1 (0.27%) WAN
Database & Business Intelligence
1 118 (31.98%) Big Data
2 97 (26.29%) Hadoop
3 88 (23.85%) Data Warehouse
4 72 (19.51%) Relational Database
5 70 (18.97%) SQL Server Reporting Services
6 58 (15.72%) SQL Server
7 44 (11.92%) SQL Server Analysis Services
7 44 (11.92%) SQL Server Integration Services
8 39 (10.57%) Power BI
9 34 (9.21%) Apache Hive
10 30 (8.13%) MongoDB
11 28 (7.59%) BusinessObjects
11 28 (7.59%) NoSQL
12 27 (7.32%) MySQL
13 26 (7.05%) SQL Server 2014
14 23 (6.23%) Azure SQL Database
15 18 (4.88%) QlikView
15 18 (4.88%) Text Mining
16 17 (4.61%) PostgreSQL
17 14 (3.79%) RDBMS
Development Applications
1 13 (3.52%) Talend Open Studio
2 10 (2.71%) Git (software)
3 8 (2.17%) JIRA
4 6 (1.63%) Jenkins
5 4 (1.08%) Eclipse
5 4 (1.08%) JUnit
5 4 (1.08%) Vagrant
5 4 (1.08%) Yeoman
General
1 119 (32.25%) Finance
2 61 (16.53%) Marketing
3 37 (10.03%) Legal
4 29 (7.86%) Banking
5 23 (6.23%) Retail
6 17 (4.61%) Telecoms
7 7 (1.90%) Advertising
7 7 (1.90%) Games
8 6 (1.63%) Investment Banking
8 6 (1.63%) Manufacturing
9 4 (1.08%) Billing
9 4 (1.08%) Financial Institution
9 4 (1.08%) Front Office
9 4 (1.08%) Law
10 2 (0.54%) Back Office
10 2 (0.54%) Retail Banking
11 1 (0.27%) French Language
11 1 (0.27%) German Language
11 1 (0.27%) Polish Language
11 1 (0.27%) Publishing
Job Titles
1 140 (37.94%) Data Scientist
2 85 (23.04%) Analyst
3 53 (14.36%) Developer
4 51 (13.82%) Consultant
5 46 (12.47%) Business Analyst
6 33 (8.94%) Senior Data Scientist
7 28 (7.59%) Technical Business Analyst
8 27 (7.32%) Technical Analyst
9 26 (7.05%) Data Analyst
10 20 (5.42%) Data Consultant
11 19 (5.15%) Python Developer
12 17 (4.61%) Architect
12 17 (4.61%) Business Intelligence Consultant
12 17 (4.61%) C++ Developer
13 13 (3.52%) Data Engineer
13 13 (3.52%) Graduate
13 13 (3.52%) Microsoft BI Consultant
13 13 (3.52%) Microsoft Consultant
14 12 (3.25%) Business Intelligence Developer
15 11 (2.98%) Data Architect
Libraries, Frameworks & Software Standards
1 32 (8.67%) MDX
2 31 (8.40%) XML
3 29 (7.86%) .NET
4 27 (7.32%) Pandas
5 24 (6.50%) NumPy
6 22 (5.96%) Natural Language Processing
7 21 (5.69%) scikit-learn
8 16 (4.34%) OpenGL
9 15 (4.07%) Boost C++ Libraries
9 15 (4.07%) STL
10 12 (3.25%) D3.js
11 9 (2.44%) Web Services
12 8 (2.17%) HTML
12 8 (2.17%) scikit-cuda
13 6 (1.63%) REST
13 6 (1.63%) SciPy
14 5 (1.36%) Flask
15 4 (1.08%) Cascalog
15 4 (1.08%) RESTful
15 4 (1.08%) Spring
Miscellaneous
1 115 (31.17%) Analytical Skills
2 88 (23.85%) Computer Science
3 81 (21.95%) Algorithms
4 39 (10.57%) Data Structures
5 18 (4.88%) Hedge funds
6 17 (4.61%) Fixed Income
7 16 (4.34%) CUDA
8 14 (3.79%) User Experience
9 13 (3.52%) Fintech
10 12 (3.25%) Credit Risk
11 10 (2.71%) Management Information System
12 9 (2.44%) Field-Programmable Gate Array
12 9 (2.44%) Mobile App
13 7 (1.90%) Social Network
14 6 (1.63%) Client/Server
14 6 (1.63%) Derivative
15 4 (1.08%) Driving Licence
16 3 (0.81%) Reference Data
16 3 (0.81%) Smart Meter
16 3 (0.81%) Social Media
Operating Systems
1 23 (6.23%) Linux
2 9 (2.44%) Unix
3 6 (1.63%) Windows
4 4 (1.08%) Windows 7
5 2 (0.54%) CentOS
5 2 (0.54%) Red Hat Enterprise Linux
6 1 (0.27%) Android
6 1 (0.27%) Apple iOS
Processes & Methodologies
1 188 (50.95%) Analytics
2 139 (37.67%) Machine Learning
3 116 (31.44%) Statistics
4 102 (27.64%) Business Intelligence
5 101 (27.37%) Mathematics
6 95 (25.75%) Visualisation
7 83 (22.49%) Agile Software Development
8 67 (18.16%) Data Analysis
9 58 (15.72%) Data Visualisation
10 47 (12.74%) ETL
11 46 (12.47%) Data Modelling
12 45 (12.20%) Data Analytics
13 44 (11.92%) Statistical Analysis
14 41 (11.11%) Statistical Modelling
15 37 (10.03%) Software Engineering
16 33 (8.94%) Kimball Methodology
17 30 (8.13%) Physics
18 29 (7.86%) Predictive Modelling
19 28 (7.59%) Stakeholder Management
20 27 (7.32%) Data Architecture
Programming Languages
1 216 (58.54%) SQL
2 157 (42.55%) Python
3 107 (29.00%) R
4 65 (17.62%) Java
5 52 (14.09%) T-SQL
6 33 (8.94%) JavaScript
7 31 (8.40%) C++
8 29 (7.86%) Data Analysis Expressions (DAX)
9 25 (6.78%) Perl
10 23 (6.23%) Scala
11 19 (5.15%) MATLAB
12 18 (4.88%) C#
12 18 (4.88%) VBA
13 16 (4.34%) PHP
14 10 (2.71%) Ruby
15 7 (1.90%) PL/SQL
16 6 (1.63%) C
17 4 (1.08%) Bash Shell
17 4 (1.08%) Clojure
17 4 (1.08%) Cypher
Qualifications
1 102 (27.64%) Degree
2 68 (18.43%) PhD
3 15 (4.07%) Microsoft Certification
4 2 (0.54%) PMI Certification
4 2 (0.54%) Postgraduate
4 2 (0.54%) RHCA
5 1 (0.27%) ISEB
5 1 (0.27%) ISEB Practitioner
5 1 (0.27%) MBA
Quality Assurance & Compliance
1 27 (7.32%) Data Quality
2 5 (1.36%) QA
3 4 (1.08%) MiFID
4 1 (0.27%) Dodd-Frank
4 1 (0.27%) EMIR
4 1 (0.27%) IFRS
4 1 (0.27%) IFRS 9
System Software
1 6 (1.63%) Virtual Machines
2 5 (1.36%) Active Directory
3 4 (1.08%) VirtualBox
4 3 (0.81%) Docker
5 2 (0.54%) HDFS
5 2 (0.54%) KVM
5 2 (0.54%) VMware Infrastructure
6 1 (0.27%) Oracle RAC
Systems Management
1 2 (0.54%) EnCase
Vendors
1 72 (19.51%) Microsoft
2 30 (8.13%) Oracle
3 28 (7.59%) Tableau
4 14 (3.79%) Vertica
5 13 (3.52%) Talend
6 12 (3.25%) Google
7 10 (2.71%) Bloomberg
8 7 (1.90%) Informatica
9 6 (1.63%) Salesforce.com
10 5 (1.36%) IBM
10 5 (1.36%) MicroStrategy
10 5 (1.36%) SAP
11 4 (1.08%) Cloudera
11 4 (1.08%) Cognos
11 4 (1.08%) Hortonworks
11 4 (1.08%) Teradata
12 3 (0.81%) Alteryx
12 3 (0.81%) VMware
13 2 (0.54%) Ab Initio
13 2 (0.54%) MapR
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: Yesterday
London
Computer Futures
Salary: £55000 - £70000 per annum + competitive
Posted: Yesterday
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 5 days ago
London
Durlston Partners
Salary: From £60,000 to £120,000 per annum + Bonus + Benefits
Posted: 2 days ago
London
myBench Ltd
Salary: From £25,000 to £45,000 per annum
Posted: 4 days ago
London
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: 8 days ago
City, London
Informatiq Consulting
Posted: 5 days ago
Twickenham
Michael Page Technology
Salary: £45000 - £55000 per annum + benefits
Posted: 5 days ago
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 3 days ago
London
ClearCube Consulting
Salary: From £75,000 to £95,000 per annum Excellent Benefits
Posted: 4 days ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £45,000 per annum
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West London
Durlston Partners
Salary: From £90,000 to £110,000 per annum Excellent Bonus and Benefits
Posted: 5 days ago
City of London
Michael Page Technology
Salary: £40000 - £70000 per annum + benefits
Posted: 9 days ago
City, London
ReThink Recruitment
Salary: £30000.00 - £35000.00 per annum
Posted: 6 days ago
London
Savvy Recruitment
Salary: £80,000 - £110,000 per year
Posted: 6 days ago
London
comparethemarket.com
Salary: Up to £90,000 per annum
Posted: 13 days ago
London
Adteq
Salary: From £45,000 to £55,000 per annum 45-55K + Benefits + working remotely
Posted: 6 days ago
London
Churchill Frank
Salary: £35000 per annum
Posted: 12 days ago
West End
Talent Point
Salary: £45000.00 - £55000.00 per annum
Posted: 17 days ago
West End
Talent Point
Salary: £40000.00 - £50000.00 per annum
Posted: 18 days ago
London
myBench Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 18 days ago
London
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London
360 Resourcing
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