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

3 months to
31 Jul 2016
Same period 2015 Same period 2014
Data Mining
Rank 189 234 227
Rank change year-on-year
+45 -7
Permanent jobs citing Data Mining 57 84 118
As % of all permanent IT jobs located in the City of London 0.91% 0.80% 0.95%
As % of the Database & Business Intelligence category 3.21% 2.83% 3.17%
Number of salaries quoted 50 66 108
Median salary £63,750 £60,000 £65,000
Median salary % change year-on-year
+6.25% -7.69%
90% offered a salary of more than £42,500 £32,500 £40,000
10% offered a salary of more than £85,000 £82,500 £80,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
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
1778 2968 3722
As % of all permanent IT jobs located in the City of London 28.43% 28.44% 30.10%
Number of salaries quoted 1600 2550 3211
Median salary £58,250 £57,500 £55,000
Median salary % change year-on-year
+1.30% +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 £80,000
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

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 July 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 July 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 50 (42.37%) Finance
2 42 (35.59%) Analytics
3 39 (33.05%) SQL
4 38 (32.20%) Computer Science
5 35 (29.66%) Degree
6 33 (27.97%) Python
7 32 (27.12%) Big Data
7 32 (27.12%) Machine Learning
8 27 (22.88%) Java
8 27 (22.88%) Business Intelligence
9 26 (22.03%) Analytical Skills
10 23 (19.49%) Data Analytics
10 23 (19.49%) PhD
11 21 (17.80%) SQL Server
11 21 (17.80%) R
12 20 (16.95%) Data Warehouse
13 19 (16.10%) Visualisation
13 19 (16.10%) Statistics
13 19 (16.10%) Relational Database
14 18 (15.25%) NoSQL
15 17 (14.41%) Algorithms
15 17 (14.41%) SQL Server Reporting Services
15 17 (14.41%) Mathematics
15 17 (14.41%) Data Modelling
15 17 (14.41%) ETL
15 17 (14.41%) Microsoft
16 16 (13.56%) Hadoop
16 16 (13.56%) SQL Server Integration Services
16 16 (13.56%) Data Analysis
17 15 (12.71%) Marketing

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 (11.02%) Apache Spark
2 10 (8.47%) SAS
3 7 (5.93%) Confluence
4 6 (5.08%) Tomcat
5 3 (2.54%) OpenStack
6 2 (1.69%) Apache
6 2 (1.69%) SharePoint
7 1 (0.85%) SharePoint Server
Applications
1 11 (9.32%) MS Excel
2 5 (4.24%) MS Office
2 5 (4.24%) MS PowerPoint
3 3 (2.54%) MS Visio
4 2 (1.69%) SPSS
5 1 (0.85%) Stata
5 1 (0.85%) Weka
Business Applications
1 4 (3.39%) Adobe Campaign
1 4 (3.39%) FastStats
1 4 (3.39%) Unica
2 2 (1.69%) Oracle AML
3 1 (0.85%) Dynamics CRM
3 1 (0.85%) Infor CRM
3 1 (0.85%) Maximo
3 1 (0.85%) Pivotal CRM
3 1 (0.85%) SAP CRM
3 1 (0.85%) Scribe Insight
Cloud Services
1 3 (2.54%) Amazon AWS
2 1 (0.85%) Google Analytics
2 1 (0.85%) SaaS
Communications & Networking
1 4 (3.39%) SMS
2 3 (2.54%) DNS
2 3 (2.54%) HTTPS
2 3 (2.54%) LDAP
2 3 (2.54%) TACACS
2 3 (2.54%) TCP/IP
2 3 (2.54%) VLAN
Database & Business Intelligence
1 32 (27.12%) Big Data
2 21 (17.80%) SQL Server
3 20 (16.95%) Data Warehouse
4 19 (16.10%) Relational Database
5 18 (15.25%) NoSQL
6 17 (14.41%) SQL Server Reporting Services
7 16 (13.56%) Hadoop
7 16 (13.56%) SQL Server Integration Services
8 9 (7.63%) SQL Server Analysis Services
9 8 (6.78%) OLAP
9 8 (6.78%) Text Mining
10 7 (5.93%) Apache Hive
11 6 (5.08%) MarkLogic
11 6 (5.08%) MongoDB
11 6 (5.08%) Oracle OLAP
11 6 (5.08%) OrientDB
12 5 (4.24%) Data Mart
12 5 (4.24%) DB2
12 5 (4.24%) QlikView
12 5 (4.24%) RDBMS
Development Applications
1 10 (8.47%) Jenkins
2 7 (5.93%) JIRA
3 6 (5.08%) Cucumber
3 6 (5.08%) FitNesse
3 6 (5.08%) Git (software)
3 6 (5.08%) Maven
3 6 (5.08%) TeamCity
4 5 (4.24%) WebDriver
5 4 (3.39%) Appium
5 4 (3.39%) Calabash
6 2 (1.69%) Eclipse
7 1 (0.85%) HP UFT
7 1 (0.85%) Selenium
General
1 50 (42.37%) Finance
2 15 (12.71%) Marketing
3 9 (7.63%) Automotive
3 9 (7.63%) Retail
4 6 (5.08%) Banking
5 3 (2.54%) Financial Institution
5 3 (2.54%) Telecoms
6 2 (1.69%) Law
7 1 (0.85%) Advertising
7 1 (0.85%) Back Office
7 1 (0.85%) Games
7 1 (0.85%) Legal
7 1 (0.85%) Pharmaceutical
7 1 (0.85%) Publishing
Job Titles
1 22 (18.64%) Developer
2 20 (16.95%) Data Scientist
3 16 (13.56%) Analyst
4 11 (9.32%) Java Developer
4 11 (9.32%) Programme Manager
4 11 (9.32%) Programme Test Manager
4 11 (9.32%) Test Manager
4 11 (9.32%) Test Programme Manager
5 7 (5.93%) Data Analyst
6 6 (5.08%) Architect
6 6 (5.08%) Junior
6 6 (5.08%) Machine Learning Developer
6 6 (5.08%) Senior Developer
7 5 (4.24%) .NET Developer
7 5 (4.24%) Machine Learning Scientist
7 5 (4.24%) Senior .NET Developer
7 5 (4.24%) Senior Java Developer
7 5 (4.24%) Senior SQL Developer
7 5 (4.24%) SQL Analyst
7 5 (4.24%) SQL Developer
Libraries, Frameworks & Software Standards
1 13 (11.02%) Natural Language Processing
2 12 (10.17%) .NET
3 9 (7.63%) Spring
4 6 (5.08%) NumPy
4 6 (5.08%) REST
4 6 (5.08%) SOAP
5 5 (4.24%) Pandas
6 3 (2.54%) ODBC
7 2 (1.69%) MDX
7 2 (1.69%) scikit-learn
7 2 (1.69%) WCF
7 2 (1.69%) WPF
8 1 (0.85%) Celery
8 1 (0.85%) D3.js
8 1 (0.85%) Django
8 1 (0.85%) SciPy
Miscellaneous
1 38 (32.20%) Computer Science
2 26 (22.03%) Analytical Skills
3 19 (16.10%) Statistics
3 19 (16.10%) Visualisation
4 17 (14.41%) Algorithms
4 17 (14.41%) Mathematics
5 11 (9.32%) Clustering
6 8 (6.78%) Data Integration
6 8 (6.78%) Ontologies
7 7 (5.93%) Hedge funds
8 6 (5.08%) Enterprise Software
8 6 (5.08%) Management Information System
9 4 (3.39%) Economics
9 4 (3.39%) Equities
9 4 (3.39%) Mobile App
9 4 (3.39%) Social Media
10 3 (2.54%) Artificial Intelligence
10 3 (2.54%) Private Cloud
11 2 (1.69%) Credit Risk
11 2 (1.69%) Reinsurance
Operating Systems
1 9 (7.63%) Linux
2 5 (4.24%) Android
2 5 (4.24%) Apple iOS
2 5 (4.24%) Windows
3 2 (1.69%) Windows Server
Processes & Methodologies
1 42 (35.59%) Analytics
2 32 (27.12%) Machine Learning
3 27 (22.88%) Business Intelligence
4 23 (19.49%) Data Analytics
5 17 (14.41%) Data Modelling
5 17 (14.41%) ETL
6 16 (13.56%) Data Analysis
7 15 (12.71%) Project Planning
8 12 (10.17%) Agile Software Development
8 12 (10.17%) Data Management
8 12 (10.17%) Test Strategy
9 11 (9.32%) Load Balancing
9 11 (9.32%) Resource Management
10 10 (8.47%) Validation
11 9 (7.63%) Information Management
11 9 (7.63%) Multithreading
11 9 (7.63%) OO
12 8 (6.78%) Data Architecture
12 8 (6.78%) MapReduce
12 8 (6.78%) Workflow
Programming Languages
1 39 (33.05%) SQL
2 33 (27.97%) Python
3 27 (22.88%) Java
4 21 (17.80%) R
5 10 (8.47%) Scala
6 8 (6.78%) MATLAB
7 7 (5.93%) C++
8 4 (3.39%) JavaScript
9 3 (2.54%) Bash Shell
9 3 (2.54%) C
9 3 (2.54%) C#
9 3 (2.54%) PowerShell
9 3 (2.54%) Ruby
9 3 (2.54%) VBA
10 2 (1.69%) VB
11 1 (0.85%) Julia
11 1 (0.85%) T-SQL
Qualifications
1 35 (29.66%) Degree
2 23 (19.49%) PhD
3 3 (2.54%) CCNA
3 3 (2.54%) CEH
3 3 (2.54%) Cisco Certification
3 3 (2.54%) ECSA
4 2 (1.69%) MCDBA
4 2 (1.69%) MCITP
4 2 (1.69%) MCTS
4 2 (1.69%) Microsoft Certification
5 1 (0.85%) PMI Certification
5 1 (0.85%) PRINCE2 Certification
5 1 (0.85%) SC Cleared
5 1 (0.85%) Security Cleared
Quality Assurance & Compliance
1 12 (10.17%) QA
2 8 (6.78%) Data Quality
System Software
1 5 (4.24%) Active Directory
2 3 (2.54%) HDFS
2 3 (2.54%) KVM
2 3 (2.54%) vSphere
Systems Management
1 3 (2.54%) Hadoop YARN
1 3 (2.54%) Host Intrusion Detection System
1 3 (2.54%) Puppet
2 2 (1.69%) SCCM
3 1 (0.85%) HP Quality Center
Vendors
1 17 (14.41%) Microsoft
2 14 (11.86%) Oracle
3 11 (9.32%) IBM
4 8 (6.78%) Tableau
5 6 (5.08%) Bloomberg
6 4 (3.39%) Alterian
6 4 (3.39%) Google
6 4 (3.39%) Informatica
6 4 (3.39%) SAP
6 4 (3.39%) Sybase
7 3 (2.54%) Alteryx
7 3 (2.54%) Cisco
7 3 (2.54%) Pega
7 3 (2.54%) Splunk
8 2 (1.69%) JD Edwards
8 2 (1.69%) ServiceNow
8 2 (1.69%) Siebel
9 1 (0.85%) Avaya
9 1 (0.85%) Hyperion
9 1 (0.85%) MicroStrategy
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 2 days ago
City, London
Parallel Consulting
Salary: £35000 - £50000 per annum + Bonus
Posted: 5 days ago
City, London
Experis Ltd
Salary: £36000.00 - £47500.00 per annum + benefits
Posted: 2 days ago
City of London
Michael Page Technology
Salary: £24000 - £30000 per annum + pension + other benefits
Posted: 4 days ago
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: 3 days ago
City, London
Venturi
Salary: £60000 - £80000 per annum + Bonus and Benefits
Posted: 4 days ago
City, London
ISL
Salary: £60000 - £75000 per annum
Posted: 4 days ago
City, London
ClearCube Consulting
Salary: From £70,000 to £85,000 per annum
Posted: 4 days ago
City, London
Big Wednesday Digital Ltd
Salary: negotiable
Posted: 5 days ago
City of London
Venturi
Salary: £60000 - £75000 per annum + bonus + bens
Posted: 24 days ago
City of London
Huxley
Salary: £65000 per annum + Package
Posted: 25 days ago