The table below looks at the statistics for Data Mining skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 29 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Mining
Rank 201 256 220
Rank change year-on-year
+55 -36
Permanent jobs citing Data Mining 64 67 142
As % of all permanent IT jobs located in the City of London 1.01% 0.65% 1.10%
As % of the Database & Business Intelligence category 3.68% 2.20% 3.59%
Number of salaries quoted 52 52 122
Median salary £67,500 £57,500 £65,000
Median salary % change year-on-year
+17.39% -11.53%
90% offered a salary of more than £42,500 £35,500 £40,000
10% offered a salary of more than £90,000 £79,500 £80,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
London

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 City of London region.

Database & Business Intelligence Category
City of London
Permanent IT job ads with a match in the
Database & Business Intelligence category
1740 3046 3954
As % of all permanent IT jobs located in the City of London 27.40% 29.47% 30.77%
Number of salaries quoted 1565 2641 3449
Median salary £57,500 £57,500 £55,000
Median salary % change year-on-year
- +4.54%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £80,000 £80,000 £77,500
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

Data Mining
Jobs Demand Trend in the City of London

The demand trend of job ads across the City of 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 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 across the City of London region.

Data Mining Salary Trend in the City of London

Data Mining
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing Data Mining across the City of London region over the 3 months to 29 June 2016.

Data Mining Salary Histogram in the City of London

Data Mining
Top 30 Related IT Skills in the City of London

For the 6 months to 29 June 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 City of London region with a requirement for Data Mining.

1 59 (45.74%) Finance
2 51 (39.53%) SQL
3 40 (31.01%) Computer Science
4 38 (29.46%) Analytics
5 37 (28.68%) Big Data
6 36 (27.91%) Python
6 36 (27.91%) Business Intelligence
7 34 (26.36%) Data Warehouse
7 34 (26.36%) Degree
8 33 (25.58%) Machine Learning
9 32 (24.81%) Java
10 28 (21.71%) SQL Server
10 28 (21.71%) Data Analysis
10 28 (21.71%) Analytical Skills
11 27 (20.93%) SQL Server Reporting Services
12 24 (18.60%) Microsoft
13 22 (17.05%) PhD
13 22 (17.05%) SQL Server Integration Services
13 22 (17.05%) R
14 21 (16.28%) Data Management
14 21 (16.28%) Visualisation
14 21 (16.28%) Data Modelling
15 20 (15.50%) ETL
15 20 (15.50%) Data Analytics
16 19 (14.73%) MS Excel
17 18 (13.95%) Hadoop
17 18 (13.95%) SQL Server Analysis Services
17 18 (13.95%) Agile Software Development
17 18 (13.95%) NoSQL
17 18 (13.95%) Relational Database

Data Mining
Top Related 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 13 (10.08%) Apache Spark
2 7 (5.43%) Confluence
3 6 (4.65%) Tomcat
4 4 (3.10%) SAS
5 3 (2.33%) OpenStack
5 3 (2.33%) SharePoint
6 2 (1.55%) Apache
7 1 (0.78%) Apache Solr
7 1 (0.78%) FileNet
7 1 (0.78%) SharePoint Server
Applications
1 19 (14.73%) MS Excel
2 5 (3.88%) MS PowerPoint
3 4 (3.10%) MS Office
3 4 (3.10%) SPSS
4 3 (2.33%) MS Visio
5 1 (0.78%) EViews
5 1 (0.78%) S-PLUS
5 1 (0.78%) Stata
5 1 (0.78%) Weka
Business Applications
1 4 (3.10%) Adobe Campaign
1 4 (3.10%) FastStats
1 4 (3.10%) Unica
2 1 (0.78%) Dynamics CRM
2 1 (0.78%) Infor CRM
2 1 (0.78%) Pivotal CRM
2 1 (0.78%) SAP CRM
2 1 (0.78%) Scribe Insight
Cloud Services
1 3 (2.33%) Amazon AWS
2 1 (0.78%) Google Analytics
Communications & Networking
1 4 (3.10%) SMS
2 3 (2.33%) DNS
2 3 (2.33%) HTTPS
2 3 (2.33%) LDAP
2 3 (2.33%) TACACS
2 3 (2.33%) TCP/IP
2 3 (2.33%) VLAN
Database & Business Intelligence
1 37 (28.68%) Big Data
2 34 (26.36%) Data Warehouse
3 28 (21.71%) SQL Server
4 27 (20.93%) SQL Server Reporting Services
5 22 (17.05%) SQL Server Integration Services
6 18 (13.95%) Hadoop
6 18 (13.95%) NoSQL
6 18 (13.95%) Relational Database
6 18 (13.95%) SQL Server Analysis Services
7 11 (8.53%) Data Mart
7 11 (8.53%) OLAP
8 9 (6.98%) BusinessObjects
8 9 (6.98%) QlikView
8 9 (6.98%) Text Mining
9 8 (6.20%) Apache Hive
10 7 (5.43%) MongoDB
11 6 (4.65%) MarkLogic
11 6 (4.65%) Oracle OLAP
11 6 (4.65%) OrientDB
11 6 (4.65%) Power BI
Development Applications
1 10 (7.75%) Jenkins
2 7 (5.43%) JIRA
3 6 (4.65%) Cucumber
3 6 (4.65%) FitNesse
3 6 (4.65%) Git (software)
3 6 (4.65%) Maven
3 6 (4.65%) TeamCity
4 5 (3.88%) WebDriver
5 4 (3.10%) Appium
5 4 (3.10%) Calabash
5 4 (3.10%) Eclipse
6 1 (0.78%) HP UFT
6 1 (0.78%) Selenium
General
1 59 (45.74%) Finance
2 17 (13.18%) Retail
3 12 (9.30%) Marketing
4 11 (8.53%) Automotive
5 8 (6.20%) Banking
6 7 (5.43%) Law
7 6 (4.65%) Back Office
7 6 (4.65%) Financial Institution
8 5 (3.88%) Front Office
8 5 (3.88%) Telecoms
9 3 (2.33%) Pharmaceutical
10 2 (1.55%) Games
11 1 (0.78%) Legal
Job Titles
1 25 (19.38%) Developer
2 20 (15.50%) Analyst
3 15 (11.63%) Data Scientist
4 12 (9.30%) Java Developer
5 11 (8.53%) Data Analyst
6 9 (6.98%) Architect
6 9 (6.98%) Programme Manager
6 9 (6.98%) Programme Test Manager
6 9 (6.98%) Test Manager
6 9 (6.98%) Test Programme Manager
7 7 (5.43%) Consultant
7 7 (5.43%) Machine Learning Developer
7 7 (5.43%) Senior Developer
8 6 (4.65%) Enterprise Architect
8 6 (4.65%) Finance Systems Analyst
8 6 (4.65%) Financial Analyst
8 6 (4.65%) Junior
8 6 (4.65%) SQL Analyst
8 6 (4.65%) SSRS Analyst
8 6 (4.65%) Systems Analyst
Libraries, Frameworks & Software Standards
1 15 (11.63%) .NET
1 15 (11.63%) Natural Language Processing
2 10 (7.75%) Spring
3 6 (4.65%) MDX
3 6 (4.65%) REST
3 6 (4.65%) SOAP
4 4 (3.10%) NumPy
4 4 (3.10%) Pandas
5 3 (2.33%) ODBC
6 2 (1.55%) WCF
6 2 (1.55%) WPF
7 1 (0.78%) D3.js
Miscellaneous
1 40 (31.01%) Computer Science
2 28 (21.71%) Analytical Skills
3 21 (16.28%) Visualisation
4 17 (13.18%) Algorithms
4 17 (13.18%) Statistics
5 12 (9.30%) Mathematics
6 11 (8.53%) Clustering
6 11 (8.53%) Data Integration
7 8 (6.20%) Ontologies
8 7 (5.43%) Hedge funds
9 6 (4.65%) Enterprise Software
9 6 (4.65%) Management Information System
10 5 (3.88%) Reference Data
10 5 (3.88%) Reinsurance
11 4 (3.10%) Equities
11 4 (3.10%) Mobile App
11 4 (3.10%) Physics
11 4 (3.10%) Social Media
12 3 (2.33%) Artificial Intelligence
12 3 (2.33%) Biology
Operating Systems
1 9 (6.98%) Linux
2 5 (3.88%) Android
2 5 (3.88%) Apple iOS
2 5 (3.88%) Windows
3 2 (1.55%) Windows Server
Processes & Methodologies
1 38 (29.46%) Analytics
2 36 (27.91%) Business Intelligence
3 33 (25.58%) Machine Learning
4 28 (21.71%) Data Analysis
5 21 (16.28%) Data Management
5 21 (16.28%) Data Modelling
6 20 (15.50%) Data Analytics
6 20 (15.50%) ETL
7 18 (13.95%) Agile Software Development
8 13 (10.08%) Project Planning
9 11 (8.53%) Data Architecture
10 10 (7.75%) Multithreading
10 10 (7.75%) Test Strategy
11 9 (6.98%) Data Visualisation
11 9 (6.98%) Information Management
11 9 (6.98%) Load Balancing
11 9 (6.98%) MapReduce
11 9 (6.98%) OO
11 9 (6.98%) Resource Management
12 8 (6.20%) Validation
Programming Languages
1 51 (39.53%) SQL
2 36 (27.91%) Python
3 32 (24.81%) Java
4 22 (17.05%) R
5 11 (8.53%) Scala
6 8 (6.20%) C++
7 7 (5.43%) MATLAB
8 6 (4.65%) C
9 5 (3.88%) JavaScript
10 4 (3.10%) Ruby
11 3 (2.33%) Bash Shell
11 3 (2.33%) C#
11 3 (2.33%) PowerShell
11 3 (2.33%) T-SQL
11 3 (2.33%) VBA
12 2 (1.55%) VB
13 1 (0.78%) Julia
13 1 (0.78%) Shell Script
Qualifications
1 34 (26.36%) Degree
2 22 (17.05%) PhD
3 3 (2.33%) CCNA
3 3 (2.33%) CEH
3 3 (2.33%) Cisco Certification
3 3 (2.33%) ECSA
4 2 (1.55%) MCDBA
4 2 (1.55%) MCITP
4 2 (1.55%) MCTS
4 2 (1.55%) Microsoft Certification
5 1 (0.78%) SC Cleared
5 1 (0.78%) Security Cleared
Quality Assurance & Compliance
1 17 (13.18%) Data Quality
2 10 (7.75%) QA
System Software
1 5 (3.88%) Active Directory
2 3 (2.33%) HDFS
2 3 (2.33%) KVM
2 3 (2.33%) vSphere
Systems Management
1 4 (3.10%) Hadoop YARN
2 3 (2.33%) Host Intrusion Detection System
2 3 (2.33%) Puppet
3 1 (0.78%) EMC NetWorker
3 1 (0.78%) HP Quality Center
3 1 (0.78%) SCCM
Vendors
1 24 (18.60%) Microsoft
2 15 (11.63%) Oracle
3 12 (9.30%) IBM
4 10 (7.75%) Tableau
5 6 (4.65%) Bloomberg
6 5 (3.88%) Google
7 4 (3.10%) Alterian
7 4 (3.10%) Alteryx
7 4 (3.10%) Informatica
7 4 (3.10%) SAP
7 4 (3.10%) Sybase
8 3 (2.33%) Cisco
8 3 (2.33%) Splunk
9 2 (1.55%) JD Edwards
9 2 (1.55%) Siebel
10 1 (0.78%) Avaya
10 1 (0.78%) Cognos
10 1 (0.78%) Hyperion
10 1 (0.78%) Mapinfo
10 1 (0.78%) MicroStrategy
City, London
Quant Capital
Salary: Up to £50,000 per annum Bonus Medical Pension
Posted: 2 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum
Posted: 2 days ago
City, London
Oxbridge Answers
Salary: 35000 - 40000
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: 19 hours ago
City, London
Third Republic Ltd
Salary: Up to £85,000 per annum dependant on experience
Posted: 2 days ago
City, London
Oliver James Associates
Salary: £45000 - £55000 per annum + a competitive benefits package
Posted: Yesterday
City, London
Oliver James Associates
Salary: £45000 - £55000 per annum + a competitive benefits package
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £40,000-£53,000 depending on experience.
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: 2 days ago
City, London
Careerwise UK Limited
Salary: £80000 - £110000 per annum + bonus, benefits, negotiable
Posted: 5 days ago