The following table provides summary statistics for permanent job vacancies advertised in the City of 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 27 June 2017 with a comparison to the same period in the previous 2 years.

Data Mining
London / City of London
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 212 226 267
Rank change year-on-year +14 +41  
Permanent jobs citing Data Mining 21 38 56
As % of all permanent IT jobs advertised in the City of London 0.41% 0.59% 0.55%
As % of the Database & Business Intelligence category 1.29% 2.18% 1.86%
Number of salaries quoted 19 35 43
Median salary £62,500 £60,000 £60,000
Median salary % change year-on-year +4.16% -  
90% offered a salary of more than £49,500 £35,000 £40,000
10% offered a salary of more than £70,000 £90,000 £79,000
UK excluding London median salary £52,500 £42,500 £45,000
% change year-on-year +23.52% -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 the City of London with a requirement for database and business intelligence skills.

Database & Business Intelligence Skills
City of London
Permanent job vacancies with a requirement for database and business intelligence skills 1625 1747 3010
As % of all permanent IT job vacancies advertised in the City of London 31.43% 27.34% 29.55%
Number of salaries quoted 1439 1572 2612
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £42,500 £40,000 £40,000
10% offered a salary of more than £77,500 £77,500 £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 the City of London

The job posting trend of jobs advertised in the City of 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 the City of London

Data Mining
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining in the City of London.

Salary trend for Data Mining in the City of London

Data Mining
Salary Histogram in the City of London

The salary distribution of IT jobs citing Data Mining in the City of London over the 3 months to 27 June 2017.

Salary histogram for Data Mining in the City of London

For the 6 months to 27 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 City of London region with a requirement for Data Mining.

1 40 (72.73%) SQL
2 36 (65.45%) Analytics
3 32 (58.18%) Python
4 29 (52.73%) R
4 29 (52.73%) Machine Learning
5 28 (50.91%) Big Data
6 22 (40.00%) Business Intelligence
7 21 (38.18%) Data Warehouse
8 19 (34.55%) Finance
9 18 (32.73%) Agile Software Development
10 16 (29.09%) SAP
10 16 (29.09%) Data Visualisation
10 16 (29.09%) Visualisation
10 16 (29.09%) Algorithms
11 15 (27.27%) SAS
11 15 (27.27%) T-SQL
12 14 (25.45%) Oracle
12 14 (25.45%) Validation
13 13 (23.64%) SQL Server
13 13 (23.64%) Microsoft
13 13 (23.64%) Analytical Skills
14 12 (21.82%) Hadoop
14 12 (21.82%) Tableau
14 12 (21.82%) Data Analysis
15 11 (20.00%) SQL Server Reporting Services
15 11 (20.00%) QlikView
15 11 (20.00%) Text Mining
16 10 (18.18%) Retail
16 10 (18.18%) JIRA
17 9 (16.36%) Statistics

Data Mining
Co-occurring IT Skills in the City of 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 15 (27.27%) SAS
2 6 (10.91%) Apache Spark
3 2 (3.64%) Apache Pig
4 1 (1.82%) Apache
4 1 (1.82%) Apache Solr
4 1 (1.82%) IPython
4 1 (1.82%) Tornado
Applications
1 7 (12.73%) SPSS
2 6 (10.91%) Microsoft Excel
3 3 (5.45%) Microsoft PowerPoint
3 3 (5.45%) Spreadsheet
Business Applications
1 3 (5.45%) Oracle Assets
1 3 (5.45%) Oracle EBS
1 3 (5.45%) Oracle E-Business Tax
1 3 (5.45%) Oracle FAH
1 3 (5.45%) Oracle Financials
1 3 (5.45%) Oracle General Ledger
1 3 (5.45%) Oracle Internet Expenses
1 3 (5.45%) Oracle iProcurement
1 3 (5.45%) Oracle Payables
1 3 (5.45%) Oracle Receivables
1 3 (5.45%) Oracle Subledger Accounting
Cloud Services
1 3 (5.45%) Microsoft Azure
Database & Business Intelligence
1 28 (50.91%) Big Data
2 21 (38.18%) Data Warehouse
3 13 (23.64%) SQL Server
4 12 (21.82%) Hadoop
5 11 (20.00%) QlikView
5 11 (20.00%) SQL Server Reporting Services
5 11 (20.00%) Text Mining
6 9 (16.36%) NoSQL
7 8 (14.55%) BusinessObjects
7 8 (14.55%) Lumira
7 8 (14.55%) Oracle Reports
8 7 (12.73%) Relational Database
9 6 (10.91%) Apache Hive
9 6 (10.91%) Oracle BI EE
10 4 (7.27%) Power BI
10 4 (7.27%) SQL Server Analysis Services
10 4 (7.27%) SQL Server Integration Services
11 3 (5.45%) Azure SQL Database
11 3 (5.45%) MySQL
11 3 (5.45%) SQL Server 2014
Development Applications
1 10 (18.18%) JIRA
General
1 19 (34.55%) Finance
2 10 (18.18%) Retail
3 9 (16.36%) Marketing
4 5 (9.09%) Legal
5 3 (5.45%) Law
6 1 (1.82%) Banking
6 1 (1.82%) Front Office
6 1 (1.82%) Investment Banking
6 1 (1.82%) Manufacturing
Job Titles
1 23 (41.82%) Data Scientist
2 16 (29.09%) Analyst
3 9 (16.36%) Developer
4 8 (14.55%) MicroStrategy Analyst
5 7 (12.73%) Consultant
6 4 (7.27%) Business Developer
6 4 (7.27%) Business Intelligence Analyst
6 4 (7.27%) Business Intelligence Developer
6 4 (7.27%) Business Intelligence Lead
6 4 (7.27%) Data Analyst
6 4 (7.27%) Data Warehouse Analyst
6 4 (7.27%) Lead Developer
6 4 (7.27%) Report Analyst
6 4 (7.27%) Service Analyst
7 3 (5.45%) Data Consultant
7 3 (5.45%) Junior Consultant
7 3 (5.45%) Microsoft BI Consultant
7 3 (5.45%) Microsoft Consultant
7 3 (5.45%) Operations Analyst
7 3 (5.45%) Siebel Analyst
Libraries, Frameworks & Software Standards
1 4 (7.27%) .NET
1 4 (7.27%) MDX
2 3 (5.45%) CSS
2 3 (5.45%) HTML
2 3 (5.45%) REST
3 2 (3.64%) Natural Language Processing
3 2 (3.64%) RESTful
3 2 (3.64%) SOAP
3 2 (3.64%) Web Services
4 1 (1.82%) AngularJS
4 1 (1.82%) CodeIgniter
4 1 (1.82%) Flask
4 1 (1.82%) Lucene
4 1 (1.82%) NumPy
4 1 (1.82%) Pandas
4 1 (1.82%) Regular Expression
4 1 (1.82%) scikit-learn
4 1 (1.82%) Twitter Bootstrap
4 1 (1.82%) WCF
4 1 (1.82%) WPF
Miscellaneous
1 16 (29.09%) Algorithms
2 13 (23.64%) Analytical Skills
3 9 (16.36%) Virtual Team
4 7 (12.73%) Computer Science
4 7 (12.73%) Data Structures
5 6 (10.91%) Fintech
6 4 (7.27%) Credit Risk
6 4 (7.27%) Management Information System
7 3 (5.45%) Fixed Income
8 1 (1.82%) Client/Server
8 1 (1.82%) Data Centre
8 1 (1.82%) Robotics
8 1 (1.82%) User Experience
Operating Systems
1 3 (5.45%) Linux
1 3 (5.45%) Unix
2 1 (1.82%) CentOS
2 1 (1.82%) Windows
Processes & Methodologies
1 36 (65.45%) Analytics
2 29 (52.73%) Machine Learning
3 22 (40.00%) Business Intelligence
4 18 (32.73%) Agile Software Development
5 16 (29.09%) Data Visualisation
5 16 (29.09%) Visualisation
6 14 (25.45%) Validation
7 12 (21.82%) Data Analysis
8 9 (16.36%) Statistical Modelling
8 9 (16.36%) Statistics
9 8 (14.55%) Business Analytics
9 8 (14.55%) Kanban
9 8 (14.55%) Mathematics
9 8 (14.55%) Scrum
10 7 (12.73%) Performance Tuning
10 7 (12.73%) Physics
11 6 (10.91%) Data Integration
11 6 (10.91%) Data Modelling
11 6 (10.91%) Mentoring
11 6 (10.91%) Quantitative Analysis
Programming Languages
1 40 (72.73%) SQL
2 32 (58.18%) Python
3 29 (52.73%) R
4 15 (27.27%) T-SQL
5 5 (9.09%) Java
6 4 (7.27%) Data Analysis Expressions (DAX)
6 4 (7.27%) JavaScript
6 4 (7.27%) MATLAB
7 3 (5.45%) PHP
7 3 (5.45%) VBA
8 2 (3.64%) C
8 2 (3.64%) C++
8 2 (3.64%) Perl
8 2 (3.64%) Scala
9 1 (1.82%) C#
9 1 (1.82%) PL/SQL
Qualifications
1 8 (14.55%) PhD
2 3 (5.45%) Degree
2 3 (5.45%) Microsoft Certification
3 1 (1.82%) DV Cleared
3 1 (1.82%) Master's Degree
3 1 (1.82%) RHCA
3 1 (1.82%) SC Cleared
3 1 (1.82%) Security Cleared
Quality Assurance & Compliance
1 3 (5.45%) SLA
System Software
1 1 (1.82%) Virtual Machines
1 1 (1.82%) Virtual Servers
1 1 (1.82%) VMware Infrastructure
Vendors
1 16 (29.09%) SAP
2 14 (25.45%) Oracle
3 13 (23.64%) Microsoft
4 12 (21.82%) Tableau
5 9 (16.36%) MicroStrategy
6 8 (14.55%) Teradata
7 6 (10.91%) Hyperion
8 3 (5.45%) Mitel
8 3 (5.45%) Siebel
9 2 (3.64%) Murex
10 1 (1.82%) Cisco
10 1 (1.82%) Red Hat
10 1 (1.82%) VMware
City, London
TEKsystems
Salary: £80000 - £90000 per annum
Posted: Yesterday
City, London
Miller Maxwell Ltd
Salary: From £45,000 to £70,000 per annum
Posted: 5 hours ago
City, London
TEKsystems
Salary: £70000 - £90000 per annum
Posted: 5 days ago
City, London
GTA
Posted: 14 days ago
City, London
GTA
Posted: 14 days ago