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 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
England / London
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 448 363 372
Rank change year-on-year -85 +9  
Permanent jobs citing Data Mining 166 291 330
As % of all permanent IT jobs advertised in London 0.45% 0.74% 0.74%
As % of the Database & Business Intelligence category 1.50% 2.50% 2.29%
Number of salaries quoted 134 256 223
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.34%  
90% offered a salary of more than £37,500 £40,000 £35,000
10% offered a salary of more than £74,250 £100,000 £79,000
UK excluding London median salary £53,750 £42,500 £45,000
% change year-on-year +26.47% -5.55%  

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 11056 11618 14411
As % of all permanent IT job vacancies advertised in London 30.01% 29.44% 32.14%
Number of salaries quoted 9206 10113 12228
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £40,000 £39,000
10% offered a salary of more than £84,000 £80,000 £80,000
UK excluding London median salary £42,500 £42,500 £41,500
% change year-on-year - +2.40%  

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 26 June 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 26 June 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 +9 21 £62,500 +4.16% 4
West End of London -2 2 £42,500 -34.61%
Data Mining
England

For the 6 months to 26 June 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.

1 214 (60.45%) SQL
2 191 (53.95%) Analytics
3 163 (46.05%) Python
4 152 (42.94%) Big Data
5 147 (41.53%) Machine Learning
6 140 (39.55%) Analytical Skills
7 117 (33.05%) R
8 113 (31.92%) Hadoop
9 107 (30.23%) Business Intelligence
10 99 (27.97%) Statistics
11 98 (27.68%) Finance
12 96 (27.12%) Visualisation
13 92 (25.99%) Degree
14 91 (25.71%) Computer Science
15 87 (24.58%) SAS
16 84 (23.73%) Algorithms
17 82 (23.16%) Data Warehouse
18 80 (22.60%) Data Visualisation
19 75 (21.19%) Java
20 72 (20.34%) Mathematics
21 71 (20.06%) Data Analysis
22 70 (19.77%) Apache Spark
23 67 (18.93%) Agile Software Development
24 64 (18.08%) Marketing
25 62 (17.51%) Tableau
25 62 (17.51%) PhD
26 61 (17.23%) Microsoft
27 53 (14.97%) Microsoft Excel
28 52 (14.69%) Statistical Modelling
29 49 (13.84%) Data Modelling

Data Mining
Co-occurring 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 87 (24.58%) SAS
2 70 (19.77%) Apache Spark
3 21 (5.93%) Apache Pig
4 11 (3.11%) Confluence
5 8 (2.26%) Tomcat
6 7 (1.98%) Tornado
7 6 (1.69%) JBoss
8 5 (1.41%) Apache
8 5 (1.41%) CMS
8 5 (1.41%) SharePoint
9 2 (0.56%) IPython
10 1 (0.28%) Apache Solr
10 1 (0.28%) Elasticsearch
10 1 (0.28%) Jupyter
10 1 (0.28%) OpenStack
Applications
1 53 (14.97%) Microsoft Excel
2 34 (9.60%) SPSS
3 15 (4.24%) Microsoft PowerPoint
4 11 (3.11%) Microsoft Office
5 5 (1.41%) MS Visio
6 4 (1.13%) SPSS Modeler
7 3 (0.85%) Spreadsheet
8 1 (0.28%) EViews
8 1 (0.28%) Gephi
8 1 (0.28%) Stata
8 1 (0.28%) Weka
Business Applications
1 6 (1.69%) Adobe Campaign
1 6 (1.69%) Relativity
2 4 (1.13%) Oracle EBS
2 4 (1.13%) Oracle Financials
2 4 (1.13%) WebTrends
3 3 (0.85%) Oracle Assets
3 3 (0.85%) Oracle E-Business Tax
3 3 (0.85%) Oracle FAH
3 3 (0.85%) Oracle General Ledger
3 3 (0.85%) Oracle Internet Expenses
3 3 (0.85%) Oracle iProcurement
3 3 (0.85%) Oracle Payables
3 3 (0.85%) Oracle Receivables
3 3 (0.85%) Oracle Subledger Accounting
3 3 (0.85%) Unica
4 2 (0.56%) Raiser's Edge
5 1 (0.28%) Hyperion Planning
5 1 (0.28%) Oracle AML
5 1 (0.28%) Oracle Procure-to-Pay
5 1 (0.28%) RMDS
Cloud Services
1 32 (9.04%) Google Analytics
2 20 (5.65%) Amazon AWS
2 20 (5.65%) Microsoft Azure
3 12 (3.39%) GitHub
4 8 (2.26%) Adobe Analytics
5 6 (1.69%) Amazon EMR
5 6 (1.69%) Amazon S3
6 4 (1.13%) Amazon EC2
7 3 (0.85%) SaaS
8 2 (0.56%) Amazon Kinesis
8 2 (0.56%) Google Cloud Platform
9 1 (0.28%) AdWords
9 1 (0.28%) Amazon SQS
9 1 (0.28%) Azure Data Factory
9 1 (0.28%) Azure Machine Learning
9 1 (0.28%) Cloud Computing
9 1 (0.28%) PaaS
9 1 (0.28%) SurveyMonkey
Communications & Networking
1 2 (0.56%) Internet
2 1 (0.28%) Broadband
Database & Business Intelligence
1 152 (42.94%) Big Data
2 113 (31.92%) Hadoop
3 82 (23.16%) Data Warehouse
4 49 (13.84%) SQL Server
5 46 (12.99%) SQL Server Reporting Services
6 44 (12.43%) Relational Database
7 43 (12.15%) Apache Hive
8 39 (11.02%) NoSQL
9 35 (9.89%) QlikView
10 33 (9.32%) Power BI
11 31 (8.76%) SQL Server Analysis Services
12 29 (8.19%) MongoDB
12 29 (8.19%) SQL Server Integration Services
13 28 (7.91%) BusinessObjects
14 27 (7.63%) Text Mining
15 18 (5.08%) PostgreSQL
16 17 (4.80%) SQL Server 2014
17 15 (4.24%) Apache Cassandra
18 14 (3.95%) HBase
19 12 (3.39%) Neo4j
Development Applications
1 12 (3.39%) JIRA
2 9 (2.54%) Git (software)
2 9 (2.54%) Jenkins
3 6 (1.69%) Atlassian Bamboo
3 6 (1.69%) Travis CI
4 3 (0.85%) Vagrant
4 3 (0.85%) Yeoman
5 2 (0.56%) Eclipse
5 2 (0.56%) JUnit
5 2 (0.56%) Talend Open Studio
6 1 (0.28%) JIRA Agile
General
1 98 (27.68%) Finance
2 64 (18.08%) Marketing
3 32 (9.04%) Retail
4 29 (8.19%) Legal
5 20 (5.65%) Advertising
6 19 (5.37%) Banking
6 19 (5.37%) Telecoms
7 15 (4.24%) Games
8 8 (2.26%) Billing
9 5 (1.41%) Law
9 5 (1.41%) Manufacturing
10 3 (0.85%) Front Office
10 3 (0.85%) Investment Banking
11 2 (0.56%) Financial Institution
12 1 (0.28%) Music Industry
12 1 (0.28%) Pharmaceutical
12 1 (0.28%) Publishing
12 1 (0.28%) Retail Banking
Job Titles
1 129 (36.44%) Data Scientist
2 87 (24.58%) Analyst
3 42 (11.86%) Consultant
4 39 (11.02%) Developer
5 30 (8.47%) Data Analyst
5 30 (8.47%) Senior Data Scientist
6 19 (5.37%) Business Intelligence Analyst
7 16 (4.52%) Business Analyst
7 16 (4.52%) Data Consultant
8 14 (3.95%) Analytics Consultant
9 13 (3.67%) Business Intelligence Developer
9 13 (3.67%) Technical Analyst
10 12 (3.39%) SQL Developer
11 11 (3.11%) Data Engineer
11 11 (3.11%) Technical Business Analyst
12 10 (2.82%) Senior Analyst
13 9 (2.54%) Big Data Analyst
13 9 (2.54%) Big Data Engineer
13 9 (2.54%) Graduate
14 8 (2.26%) MicroStrategy Analyst
Libraries, Frameworks & Software Standards
1 45 (12.71%) Natural Language Processing
2 29 (8.19%) .NET
3 21 (5.93%) MDX
3 21 (5.93%) Pandas
4 20 (5.65%) scikit-learn
5 19 (5.37%) Web Services
6 18 (5.08%) D3.js
7 14 (3.95%) NumPy
8 13 (3.67%) HTML
9 12 (3.39%) XML
10 10 (2.82%) REST
11 9 (2.54%) SOAP
12 8 (2.26%) Flask
12 8 (2.26%) RESTful
12 8 (2.26%) Spring
13 7 (1.98%) TensorFlow
13 7 (1.98%) XML-RPC
14 6 (1.69%) Middleware
14 6 (1.69%) OpenGL
14 6 (1.69%) STL
Miscellaneous
1 140 (39.55%) Analytical Skills
2 91 (25.71%) Computer Science
3 84 (23.73%) Algorithms
4 33 (9.32%) Data Structures
5 21 (5.93%) Management Information System
6 16 (4.52%) User Experience
7 14 (3.95%) Fintech
7 14 (3.95%) Social Network
8 10 (2.82%) Fixed Income
8 10 (2.82%) Virtual Team
9 9 (2.54%) Credit Risk
10 8 (2.26%) Hedge funds
11 6 (1.69%) CUDA
11 6 (1.69%) Data Centre
11 6 (1.69%) Derivative
11 6 (1.69%) Field-Programmable Gate Array
12 5 (1.41%) Driving Licence
12 5 (1.41%) Greenfield Project
13 4 (1.13%) Reference Data
14 3 (0.85%) Smart Meter
Operating Systems
1 26 (7.34%) Linux
2 18 (5.08%) Unix
3 13 (3.67%) Windows
4 6 (1.69%) CentOS
5 5 (1.41%) Red Hat Enterprise Linux
5 5 (1.41%) Windows 7
6 1 (0.28%) Android
6 1 (0.28%) Apple iOS
Processes & Methodologies
1 191 (53.95%) Analytics
2 147 (41.53%) Machine Learning
3 107 (30.23%) Business Intelligence
4 99 (27.97%) Statistics
5 96 (27.12%) Visualisation
6 80 (22.60%) Data Visualisation
7 72 (20.34%) Mathematics
8 71 (20.06%) Data Analysis
9 67 (18.93%) Agile Software Development
10 52 (14.69%) Statistical Modelling
11 49 (13.84%) Data Modelling
12 48 (13.56%) Predictive Modelling
13 41 (11.58%) Physics
14 35 (9.89%) ETL
15 33 (9.32%) Data Management
15 33 (9.32%) Statistical Analysis
16 29 (8.19%) Stakeholder Management
16 29 (8.19%) Web Analytics
17 27 (7.63%) Actionable Insight
18 25 (7.06%) Data Analytics
Programming Languages
1 214 (60.45%) SQL
2 163 (46.05%) Python
3 117 (33.05%) R
4 75 (21.19%) Java
5 45 (12.71%) T-SQL
6 40 (11.30%) Scala
7 36 (10.17%) C++
8 33 (9.32%) JavaScript
9 32 (9.04%) MATLAB
10 27 (7.63%) VBA
11 23 (6.50%) Perl
12 19 (5.37%) PHP
13 18 (5.08%) Data Analysis Expressions (DAX)
14 16 (4.52%) C
15 12 (3.39%) C#
16 9 (2.54%) VB
17 3 (0.85%) Bash Shell
17 3 (0.85%) Clojure
17 3 (0.85%) Cypher
18 2 (0.56%) Ruby
Qualifications
1 92 (25.99%) Degree
2 62 (17.51%) PhD
3 21 (5.93%) Computer Science Degree
4 20 (5.65%) Microsoft Certification
5 19 (5.37%) Master's Degree
6 17 (4.80%) Numerate Degree
7 8 (2.26%) Postgraduate
8 6 (1.69%) RHCA
9 2 (0.56%) MBA
10 1 (0.28%) ACCA
10 1 (0.28%) CIMA
10 1 (0.28%) DV Cleared
10 1 (0.28%) SC Cleared
10 1 (0.28%) Security Cleared
Quality Assurance & Compliance
1 20 (5.65%) Data Quality
2 12 (3.39%) QA
3 5 (1.41%) MiFID
4 3 (0.85%) SLA
5 1 (0.28%) Actionable Recommendations
5 1 (0.28%) PMO
System Software
1 9 (2.54%) HDFS
1 9 (2.54%) Virtual Machines
2 7 (1.98%) Apache Flume
3 6 (1.69%) VMware Infrastructure
4 5 (1.41%) KVM
5 3 (0.85%) Docker
5 3 (0.85%) VirtualBox
6 2 (0.56%) Active Directory
7 1 (0.28%) Virtual Servers
Systems Management
1 6 (1.69%) EnCase
2 1 (0.28%) Kibana
2 1 (0.28%) Oozie
Vendors
1 62 (17.51%) Tableau
2 61 (17.23%) Microsoft
3 41 (11.58%) Oracle
4 35 (9.89%) Google
5 24 (6.78%) SAP
6 13 (3.67%) IBM
7 11 (3.11%) Adobe
7 11 (3.11%) Teradata
8 10 (2.82%) MicroStrategy
9 9 (2.54%) Cloudera
9 9 (2.54%) Hortonworks
9 9 (2.54%) MapR
10 7 (1.98%) Hyperion
11 6 (1.69%) Cisco
11 6 (1.69%) Cognos
11 6 (1.69%) Nuix
11 6 (1.69%) Red Hat
11 6 (1.69%) TIBCO
11 6 (1.69%) VMware
12 5 (1.41%) Facebook
City, London
TEKsystems
Salary: £80000 - £90000 per annum
Posted: 4 hours ago
London
Square One Resources
Salary: From £60,000 to £70,000 per annum
Posted: 4 hours ago
West London
Durlston Partners
Salary: From £90,000 to £110,000 per annum Excellent Bonus and Benefits
Posted: 12 hours ago
London
Opus Recruitment Solutions Ltd
Salary: £90000 - £110000 per annum, Benefits Excellent Benefits and Bonus
Posted: 3 days ago
London
Cheapside DT
Posted: 6 days ago
London
Churchill Frank
Salary: £60000 per annum + Negotiable
Posted: 3 days ago
London
Churchill Frank
Salary: £50000 - £65000 per annum
Posted: 6 days ago
City, London
TEKsystems
Salary: £70000 - £90000 per annum
Posted: 4 days ago
London
comparethemarket.com
Salary: Up to £68,000 per annum
Posted: 10 days ago
London
Harvey Nash plc
Salary: £75000 - £85000 per annum
Posted: 3 days ago
City, London
GTA
Posted: 13 days ago
London
C4 Commerce
Salary: From £40,000 to £50,000 per annum
Posted: 6 days ago
City, London
GTA
Posted: 13 days ago
North London
360 Resourcing Solutions
Salary: £23,000-£27,000 per annum
Posted: 5 days ago
London
Churchill Frank
Salary: £60000 per annum + Negotiable
Posted: 10 days ago
North London
Linkpoint Resources
Salary: From £70,000 to £80,000 per annum Depending on exp. + Bonus
Posted: 5 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 20 days ago
London
aap3
Salary: £110000.00 per annum
Posted: 12 days ago
London
Churchill Frank
Salary: £40000 - £80000 per annum
Posted: 24 days ago
London
Nespresso
Posted: 20 days ago
London
Lawrence Harvey
Salary: £65000.00 - £80000.00 per annum + various
Posted: 21 days ago