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

3 months to
31 May 2016
Same period 2015 Same period 2014
Data Mining
Rank 195 257 238
Rank change year-on-year
+62 -19
Permanent jobs citing Data Mining 66 50 136
As % of all permanent IT jobs located in the City of London 1.01% 0.50% 1.05%
As % of the Database & Business Intelligence category 3.79% 1.67% 3.41%
Number of salaries quoted 49 47 110
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 £41,000 £40,000 £39,750
10% offered a salary of more than £90,000 £72,000 £80,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year
+4.44% +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
1743 3001 3989
As % of all permanent IT jobs located in the City of London 26.78% 30.07% 30.94%
Number of salaries quoted 1577 2615 3478
Median salary £55,000 £57,500 £54,000
Median salary % change year-on-year
-4.34% +6.48%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £77,500 £77,500 £75,000
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 31 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 31 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 (51.15%) Finance
2 55 (41.98%) SQL
3 41 (31.30%) Computer Science
4 40 (30.53%) Degree
4 40 (30.53%) Big Data
5 39 (29.77%) Analytics
6 37 (28.24%) Python
7 36 (27.48%) Java
7 36 (27.48%) Data Warehouse
7 36 (27.48%) Business Intelligence
7 36 (27.48%) Data Analysis
8 35 (26.72%) Machine Learning
9 30 (22.90%) Analytical Skills
9 30 (22.90%) SQL Server Reporting Services
10 29 (22.14%) SQL Server
11 24 (18.32%) Microsoft
11 24 (18.32%) SQL Server Integration Services
12 23 (17.56%) MS Excel
12 23 (17.56%) PhD
12 23 (17.56%) R
13 21 (16.03%) SQL Server Analysis Services
14 20 (15.27%) Agile Software Development
14 20 (15.27%) Data Management
14 20 (15.27%) Data Modelling
14 20 (15.27%) ETL
14 20 (15.27%) NoSQL
15 19 (14.50%) Visualisation
16 18 (13.74%) Hadoop
16 18 (13.74%) Retail
16 18 (13.74%) Algorithms

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 15 (11.45%) Apache Spark
2 8 (6.11%) Tomcat
3 7 (5.34%) Confluence
4 6 (4.58%) SAS
5 3 (2.29%) OpenStack
6 2 (1.53%) Apache
6 2 (1.53%) SharePoint
7 1 (0.76%) Apache Solr
7 1 (0.76%) FileNet
Applications
1 23 (17.56%) MS Excel
2 5 (3.82%) MS PowerPoint
2 5 (3.82%) SPSS
3 3 (2.29%) MS Office
3 3 (2.29%) MS Visio
4 1 (0.76%) EViews
4 1 (0.76%) S-PLUS
4 1 (0.76%) Stata
4 1 (0.76%) Weka
Business Applications
1 4 (3.05%) Adobe Campaign
1 4 (3.05%) FastStats
1 4 (3.05%) Unica
2 2 (1.53%) Oracle Payables
Cloud Services
1 4 (3.05%) Amazon AWS
2 1 (0.76%) Cloud Computing
2 1 (0.76%) Google Analytics
Communications & Networking
1 4 (3.05%) SMS
2 3 (2.29%) DNS
2 3 (2.29%) HTTPS
2 3 (2.29%) LDAP
2 3 (2.29%) TACACS
2 3 (2.29%) TCP/IP
2 3 (2.29%) VLAN
Database & Business Intelligence
1 40 (30.53%) Big Data
2 36 (27.48%) Data Warehouse
3 30 (22.90%) SQL Server Reporting Services
4 29 (22.14%) SQL Server
5 24 (18.32%) SQL Server Integration Services
6 21 (16.03%) SQL Server Analysis Services
7 20 (15.27%) NoSQL
8 18 (13.74%) Hadoop
9 14 (10.69%) Relational Database
10 13 (9.92%) Data Mart
11 12 (9.16%) BusinessObjects
11 12 (9.16%) QlikView
12 11 (8.40%) OLAP
13 9 (6.87%) MongoDB
14 8 (6.11%) Power BI
15 6 (4.58%) MarkLogic
15 6 (4.58%) OrientDB
15 6 (4.58%) SQL Server 2008
16 5 (3.82%) Text Mining
17 4 (3.05%) Oracle OLAP
Development Applications
1 11 (8.40%) Jenkins
2 7 (5.34%) JIRA
3 6 (4.58%) Cucumber
3 6 (4.58%) FitNesse
3 6 (4.58%) Git (software)
3 6 (4.58%) Maven
3 6 (4.58%) TeamCity
4 4 (3.05%) Appium
4 4 (3.05%) Calabash
4 4 (3.05%) Eclipse
4 4 (3.05%) WebDriver
General
1 67 (51.15%) Finance
2 18 (13.74%) Retail
3 13 (9.92%) Marketing
4 12 (9.16%) Automotive
5 11 (8.40%) Banking
6 9 (6.87%) Law
7 8 (6.11%) Back Office
8 7 (5.34%) Front Office
9 6 (4.58%) Financial Institution
9 6 (4.58%) Telecoms
10 4 (3.05%) Games
10 4 (3.05%) Pharmaceutical
11 1 (0.76%) Legal
11 1 (0.76%) Publishing
Job Titles
1 30 (22.90%) Developer
2 25 (19.08%) Analyst
3 15 (11.45%) Data Scientist
4 14 (10.69%) Data Analyst
5 13 (9.92%) Java Developer
6 8 (6.11%) Machine Learning Developer
6 8 (6.11%) Senior Developer
6 8 (6.11%) Systems Analyst
7 7 (5.34%) Architect
7 7 (5.34%) Business Intelligence Developer
7 7 (5.34%) Consultant
7 7 (5.34%) Finance Systems Analyst
7 7 (5.34%) Financial Analyst
7 7 (5.34%) SQL Analyst
7 7 (5.34%) SSRS Analyst
8 6 (4.58%) Development Analyst
8 6 (4.58%) Enterprise Architect
8 6 (4.58%) Junior
8 6 (4.58%) Systems Development Analyst
9 5 (3.82%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 16 (12.21%) Natural Language Processing
2 14 (10.69%) .NET
3 12 (9.16%) Spring
4 7 (5.34%) MDX
5 6 (4.58%) REST
5 6 (4.58%) SOAP
6 4 (3.05%) NumPy
6 4 (3.05%) Pandas
7 3 (2.29%) ODBC
8 2 (1.53%) J2EE
8 2 (1.53%) WCF
8 2 (1.53%) WPF
9 1 (0.76%) Kafka
Miscellaneous
1 41 (31.30%) Computer Science
2 30 (22.90%) Analytical Skills
3 19 (14.50%) Visualisation
4 18 (13.74%) Algorithms
5 14 (10.69%) Statistics
6 11 (8.40%) Clustering
6 11 (8.40%) Mathematics
7 8 (6.11%) Data Integration
7 8 (6.11%) Ontologies
7 8 (6.11%) Reinsurance
8 7 (5.34%) Hedge funds
8 7 (5.34%) Reference Data
9 6 (4.58%) Enterprise Software
10 5 (3.82%) Physics
11 4 (3.05%) Artificial Intelligence
11 4 (3.05%) Biology
11 4 (3.05%) Equities
11 4 (3.05%) Mobile App
11 4 (3.05%) Social Media
12 3 (2.29%) Private Cloud
Operating Systems
1 10 (7.63%) Linux
2 5 (3.82%) Windows
3 4 (3.05%) Android
3 4 (3.05%) Apple iOS
4 2 (1.53%) Windows Server
Processes & Methodologies
1 39 (29.77%) Analytics
2 36 (27.48%) Business Intelligence
2 36 (27.48%) Data Analysis
3 35 (26.72%) Machine Learning
4 20 (15.27%) Agile Software Development
4 20 (15.27%) Data Management
4 20 (15.27%) Data Modelling
4 20 (15.27%) ETL
5 17 (12.98%) Data Analytics
6 12 (9.16%) Multithreading
7 10 (7.63%) Data Governance
8 9 (6.87%) OO
9 8 (6.11%) Data Architecture
10 7 (5.34%) Asset Management
10 7 (5.34%) BCP
10 7 (5.34%) CRM
10 7 (5.34%) Fund Management
10 7 (5.34%) Information Management
10 7 (5.34%) Project Planning
10 7 (5.34%) Software Engineering
Programming Languages
1 55 (41.98%) SQL
2 37 (28.24%) Python
3 36 (27.48%) Java
4 23 (17.56%) R
5 11 (8.40%) C++
6 10 (7.63%) Scala
7 8 (6.11%) MATLAB
8 7 (5.34%) C
8 7 (5.34%) JavaScript
9 6 (4.58%) T-SQL
10 5 (3.82%) Ruby
11 4 (3.05%) C#
12 3 (2.29%) Bash Shell
12 3 (2.29%) PowerShell
12 3 (2.29%) VBA
13 2 (1.53%) PL/SQL
13 2 (1.53%) VB
14 1 (0.76%) Shell Script
Qualifications
1 40 (30.53%) Degree
2 23 (17.56%) PhD
3 3 (2.29%) CCNA
3 3 (2.29%) CEH
3 3 (2.29%) Cisco Certification
3 3 (2.29%) ECSA
4 2 (1.53%) MCDBA
4 2 (1.53%) MCITP
4 2 (1.53%) MCTS
4 2 (1.53%) Microsoft Certification
5 1 (0.76%) ISEB
5 1 (0.76%) SC Cleared
5 1 (0.76%) Security Cleared
Quality Assurance & Compliance
1 16 (12.21%) Data Quality
2 10 (7.63%) QA
System Software
1 5 (3.82%) Active Directory
2 3 (2.29%) HDFS
2 3 (2.29%) KVM
2 3 (2.29%) vSphere
Systems Management
1 4 (3.05%) Hadoop YARN
1 4 (3.05%) Puppet
2 3 (2.29%) Host Intrusion Detection System
3 1 (0.76%) EMC NetWorker
3 1 (0.76%) HP Quality Center
3 1 (0.76%) Opscode Chef
Vendors
1 24 (18.32%) Microsoft
2 14 (10.69%) Oracle
3 13 (9.92%) IBM
4 9 (6.87%) Tableau
5 6 (4.58%) Bloomberg
6 5 (3.82%) Google
6 5 (3.82%) Informatica
7 4 (3.05%) Alterian
7 4 (3.05%) Alteryx
7 4 (3.05%) SAP
8 3 (2.29%) Cisco
8 3 (2.29%) Splunk
8 3 (2.29%) Sybase
9 2 (1.53%) Cognos
9 2 (1.53%) JD Edwards
9 2 (1.53%) MicroStrategy
10 1 (0.76%) Avaya
10 1 (0.76%) Hyperion
10 1 (0.76%) Mapinfo
10 1 (0.76%) Siebel
City of London
Annapurna HR
Salary: £120000 - £140000 per annum + Bonus + Benefits
Posted: 11 hours ago
City, London
Careerwise UK Limited
Salary: £100000 - £120000 per annum + bonus, benefits, negotiable
Posted: 4 days ago
City, London
IntaPeople
Salary: £30000 - £40000 per annum
Posted: 4 days ago
City, London
Sopra Steria Recruitment
Salary: Unspecified DOE + flex + benefits
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits
Posted: 6 days ago
City, London
Careerwise UK Limited
Salary: £50000 - £90000 per annum + benefits
Posted: 4 days ago
City of London
Churchill Frank International
Salary: £45000 - £50000 per annum + package negotiable
Posted: 7 days ago
City, London
Franklin Fitch Limited
Salary: From £60,000 to £130,000 per annum
Posted: 6 days ago