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 5 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 206 253 214
Rank change year-on-year
+47 -39
Permanent jobs citing Data Mining 63 58 129
As % of all permanent IT jobs located in the City of London 0.91% 0.56% 1.03%
As % of the Database & Business Intelligence category 3.28% 1.89% 3.41%
Number of salaries quoted 48 56 103
Median salary £71,250 £54,500 £62,000
Median salary % change year-on-year
+30.73% -12.09%
90% offered a salary of more than £44,250 £38,000 £36,500
10% offered a salary of more than £90,000 £72,500 £79,000
UK excluding London median salary £45,000 £44,500 £40,000
% change year-on-year
+1.12% +11.25%
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
1919 3069 3778
As % of all permanent IT jobs located in the City of London 27.67% 29.40% 30.11%
Number of salaries quoted 1722 2674 3285
Median salary £55,000 £55,000 £52,500
Median salary % change year-on-year
- +4.76%
90% offered a salary of more than £40,000 £39,000 £36,000
10% offered a salary of more than £75,000 £75,000 £75,000
UK excluding London median salary £42,500 £40,500 £40,000
% change year-on-year
+4.93% +1.25%

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 5 May 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 5 May 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 67 (51.54%) Finance
2 59 (45.38%) SQL
3 43 (33.08%) Business Intelligence
3 43 (33.08%) Analytics
4 42 (32.31%) Data Warehouse
5 41 (31.54%) Big Data
6 40 (30.77%) Data Analysis
7 37 (28.46%) SQL Server Reporting Services
8 36 (27.69%) Computer Science
9 35 (26.92%) Analytical Skills
10 34 (26.15%) Python
11 33 (25.38%) Degree
12 31 (23.85%) MS Excel
12 31 (23.85%) Java
12 31 (23.85%) SQL Server
12 31 (23.85%) Machine Learning
13 28 (21.54%) Microsoft
14 27 (20.77%) SQL Server Analysis Services
15 26 (20.00%) R
16 25 (19.23%) Hadoop
16 25 (19.23%) SQL Server Integration Services
17 22 (16.92%) Data Modelling
18 21 (16.15%) ETL
18 21 (16.15%) PhD
19 20 (15.38%) Data Management
20 19 (14.62%) Retail
20 19 (14.62%) Data Quality
21 18 (13.85%) Agile Software Development
22 16 (12.31%) Marketing
22 16 (12.31%) Visualisation

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 14 (10.77%) Apache Spark
2 10 (7.69%) SAS
3 5 (3.85%) Tomcat
4 4 (3.08%) Confluence
5 3 (2.31%) OpenStack
6 2 (1.54%) Apache
6 2 (1.54%) Apache Pig
6 2 (1.54%) SharePoint
7 1 (0.77%) Apache Solr
7 1 (0.77%) FileNet
Applications
1 31 (23.85%) MS Excel
2 7 (5.38%) SPSS
3 5 (3.85%) MS Office
4 4 (3.08%) MS PowerPoint
5 3 (2.31%) MS Visio
6 1 (0.77%) EViews
6 1 (0.77%) S-PLUS
6 1 (0.77%) Stata
6 1 (0.77%) Weka
Business Applications
1 4 (3.08%) Adobe Campaign
1 4 (3.08%) FastStats
1 4 (3.08%) Unica
2 2 (1.54%) Oracle Payables
3 1 (0.77%) HFM
3 1 (0.77%) Hyperion Planning
3 1 (0.77%) Oracle EBS
Cloud Services
1 4 (3.08%) Amazon AWS
2 1 (0.77%) Cloud Computing
2 1 (0.77%) Google Analytics
2 1 (0.77%) SaaS
Communications & Networking
1 4 (3.08%) SMS
2 3 (2.31%) DNS
2 3 (2.31%) HTTPS
2 3 (2.31%) LDAP
2 3 (2.31%) TACACS
2 3 (2.31%) TCP/IP
2 3 (2.31%) VLAN
Database & Business Intelligence
1 42 (32.31%) Data Warehouse
2 41 (31.54%) Big Data
3 37 (28.46%) SQL Server Reporting Services
4 31 (23.85%) SQL Server
5 27 (20.77%) SQL Server Analysis Services
6 25 (19.23%) Hadoop
6 25 (19.23%) SQL Server Integration Services
7 15 (11.54%) Data Mart
7 15 (11.54%) NoSQL
7 15 (11.54%) QlikView
8 13 (10.00%) OLAP
9 11 (8.46%) BusinessObjects
10 10 (7.69%) Power BI
11 8 (6.15%) Apache Hive
11 8 (6.15%) SQL Server 2008
12 7 (5.38%) Relational Database
13 6 (4.62%) MongoDB
13 6 (4.62%) SQL Server 2012
14 5 (3.85%) Oracle BI EE
15 4 (3.08%) Oracle OLAP
Development Applications
1 7 (5.38%) Jenkins
2 6 (4.62%) Eclipse
3 4 (3.08%) JIRA
4 3 (2.31%) Appium
4 3 (2.31%) Calabash
4 3 (2.31%) Cucumber
4 3 (2.31%) FitNesse
4 3 (2.31%) Git (software)
4 3 (2.31%) Maven
4 3 (2.31%) TeamCity
4 3 (2.31%) WebDriver
General
1 67 (51.54%) Finance
2 19 (14.62%) Retail
3 16 (12.31%) Marketing
4 13 (10.00%) Automotive
5 11 (8.46%) Banking
6 10 (7.69%) Law
7 8 (6.15%) Back Office
7 8 (6.15%) Telecoms
8 7 (5.38%) Front Office
9 6 (4.62%) Financial Institution
9 6 (4.62%) Games
9 6 (4.62%) Pharmaceutical
10 2 (1.54%) Legal
11 1 (0.77%) Advertising
11 1 (0.77%) Publishing
Job Titles
1 32 (24.62%) Analyst
2 22 (16.92%) Developer
3 20 (15.38%) Data Analyst
4 14 (10.77%) Data Scientist
5 11 (8.46%) Consultant
6 9 (6.92%) SQL Analyst
6 9 (6.92%) Systems Analyst
7 8 (6.15%) Architect
7 8 (6.15%) Finance Systems Analyst
7 8 (6.15%) Financial Analyst
7 8 (6.15%) Java Developer
8 7 (5.38%) SSIS Consultant
8 7 (5.38%) SSRS Analyst
9 6 (4.62%) Business Intelligence Developer
9 6 (4.62%) Development Analyst
9 6 (4.62%) Machine Learning Developer
9 6 (4.62%) Solutions Analyst
9 6 (4.62%) SSRS Consultant
9 6 (4.62%) Systems Development Analyst
9 6 (4.62%) Technical Consultant
Libraries, Frameworks & Software Standards
1 14 (10.77%) Natural Language Processing
2 11 (8.46%) .NET
3 10 (7.69%) Spring
4 9 (6.92%) MDX
5 3 (2.31%) NumPy
5 3 (2.31%) Pandas
5 3 (2.31%) REST
5 3 (2.31%) SOAP
6 2 (1.54%) J2EE
6 2 (1.54%) WCF
6 2 (1.54%) WPF
7 1 (0.77%) Kafka
7 1 (0.77%) ODBC
7 1 (0.77%) XML
Miscellaneous
1 36 (27.69%) Computer Science
2 35 (26.92%) Analytical Skills
3 16 (12.31%) Visualisation
4 15 (11.54%) Algorithms
5 12 (9.23%) Mathematics
5 12 (9.23%) Statistics
6 10 (7.69%) Data Integration
6 10 (7.69%) Reinsurance
7 9 (6.92%) Clustering
8 7 (5.38%) Physics
8 7 (5.38%) Reference Data
9 6 (4.62%) Biology
10 5 (3.85%) Hedge funds
10 5 (3.85%) Ontologies
11 4 (3.08%) Artificial Intelligence
11 4 (3.08%) Social Media
12 3 (2.31%) Enterprise Software
12 3 (2.31%) Equities
12 3 (2.31%) Management Information System
12 3 (2.31%) Mobile App
Operating Systems
1 7 (5.38%) Linux
2 3 (2.31%) Android
2 3 (2.31%) Apple iOS
2 3 (2.31%) Windows
Processes & Methodologies
1 43 (33.08%) Analytics
1 43 (33.08%) Business Intelligence
2 40 (30.77%) Data Analysis
3 31 (23.85%) Machine Learning
4 22 (16.92%) Data Modelling
5 21 (16.15%) ETL
6 20 (15.38%) Data Management
7 18 (13.85%) Agile Software Development
8 14 (10.77%) Data Analytics
9 11 (8.46%) Information Management
10 10 (7.69%) Data Architecture
10 10 (7.69%) Multithreading
11 9 (6.92%) BCP
11 9 (6.92%) CRM
11 9 (6.92%) Data Governance
11 9 (6.92%) Data Security
12 7 (5.38%) Asset Management
12 7 (5.38%) Fund Management
12 7 (5.38%) Portfolio Management
12 7 (5.38%) Software Engineering
Programming Languages
1 59 (45.38%) SQL
2 34 (26.15%) Python
3 31 (23.85%) Java
4 26 (20.00%) R
5 9 (6.92%) C++
6 7 (5.38%) C
6 7 (5.38%) JavaScript
6 7 (5.38%) MATLAB
6 7 (5.38%) Scala
7 6 (4.62%) T-SQL
8 5 (3.85%) Ruby
9 4 (3.08%) C#
10 3 (2.31%) Bash Shell
10 3 (2.31%) PowerShell
10 3 (2.31%) VBA
11 2 (1.54%) PL/SQL
11 2 (1.54%) VB
12 1 (0.77%) Shell Script
Qualifications
1 33 (25.38%) Degree
2 21 (16.15%) PhD
3 3 (2.31%) CCNA
3 3 (2.31%) CEH
3 3 (2.31%) Cisco Certification
3 3 (2.31%) ECSA
4 1 (0.77%) ISEB
4 1 (0.77%) MCDBA
4 1 (0.77%) MCITP
4 1 (0.77%) MCTS
4 1 (0.77%) Microsoft Certification
4 1 (0.77%) SC Cleared
4 1 (0.77%) Security Cleared
Quality Assurance & Compliance
1 19 (14.62%) Data Quality
2 9 (6.92%) QA
System Software
1 3 (2.31%) Active Directory
1 3 (2.31%) HDFS
1 3 (2.31%) KVM
1 3 (2.31%) vSphere
Systems Management
1 4 (3.08%) Hadoop YARN
1 4 (3.08%) Puppet
2 1 (0.77%) EMC NetWorker
2 1 (0.77%) HP Quality Center
2 1 (0.77%) Opscode Chef
Vendors
1 28 (21.54%) Microsoft
2 14 (10.77%) Oracle
3 11 (8.46%) Tableau
4 9 (6.92%) IBM
5 5 (3.85%) Google
6 4 (3.08%) Alterian
6 4 (3.08%) Informatica
7 3 (2.31%) Bloomberg
7 3 (2.31%) Cisco
7 3 (2.31%) Cognos
7 3 (2.31%) MicroStrategy
7 3 (2.31%) SAP
7 3 (2.31%) Splunk
8 2 (1.54%) Alteryx
8 2 (1.54%) DataFlux
8 2 (1.54%) Hyperion
8 2 (1.54%) JD Edwards
9 1 (0.77%) Ab Initio
9 1 (0.77%) Mapinfo
9 1 (0.77%) OpenText
City of London
Annapurna HR
Salary: £120000 - £140000 per annum + Bonus + Benefits
Posted: 14 hours ago
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: Yesterday
City, London
Churchill Frank
Posted: Yesterday
City, London
Intelletec
Salary: From £60,000 to £90,000 per annum
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £35,000 - £53,000 + bonus and benefits
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £60000 - £80000 per annum
Posted: 2 days ago
City, London
Informatiq Consulting
Salary: £45000 - £59000 per annum + Bens
Posted: 2 days ago
City, London
Informatiq Consulting
Salary: £35000 - £50000 per annum + Bens
Posted: 2 days ago
City, London
Careerwise UK Limited
Salary: £38000 - £60000 per annum
Posted: 6 days ago
City of London
Churchill Frank International
Posted: 17 days ago