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

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 201 228 251
Rank change year-on-year
+27 +23
Permanent jobs citing Data Mining 48 87 86
As % of all permanent IT jobs located in the City of London 0.79% 0.89% 0.72%
As % of the Database & Business Intelligence category 2.66% 3.14% 2.42%
Number of salaries quoted 45 68 82
Median salary £65,000 £62,500 £62,500
Median salary % change year-on-year
+4.00% -
90% offered a salary of more than £41,750 £31,750 £40,000
10% offered a salary of more than £110,000 £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
1805 2772 3547
As % of all permanent IT jobs located in the City of London 29.55% 28.47% 29.56%
Number of salaries quoted 1634 2375 3078
Median salary £59,000 £57,500 £54,000
Median salary % change year-on-year
+2.60% +6.48%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £82,500 £75,000 £80,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

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 27 August 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 27 August 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 45 (39.47%) Finance
2 43 (37.72%) Computer Science
2 43 (37.72%) Analytics
3 41 (35.96%) Degree
4 36 (31.58%) SQL
4 36 (31.58%) Machine Learning
5 34 (29.82%) Big Data
6 30 (26.32%) Python
7 29 (25.44%) PhD
8 28 (24.56%) Statistics
9 27 (23.68%) Analytical Skills
10 26 (22.81%) Mathematics
11 24 (21.05%) Data Analytics
12 23 (20.18%) Java
13 21 (18.42%) Business Intelligence
13 21 (18.42%) Algorithms
14 20 (17.54%) SQL Server
14 20 (17.54%) Marketing
14 20 (17.54%) Visualisation
15 19 (16.67%) Relational Database
16 18 (15.79%) R
16 18 (15.79%) NoSQL
16 18 (15.79%) Hadoop
17 16 (14.04%) Microsoft
18 15 (13.16%) SQL Server Integration Services
19 14 (12.28%) Data Warehouse
19 14 (12.28%) Data Modelling
19 14 (12.28%) ETL
19 14 (12.28%) OO
20 13 (11.40%) Natural Language Processing

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 11 (9.65%) Apache Spark
1 11 (9.65%) SAS
2 7 (6.14%) Confluence
3 6 (5.26%) Tomcat
4 2 (1.75%) OpenStack
4 2 (1.75%) SharePoint
5 1 (0.88%) Apache
5 1 (0.88%) SharePoint Server
Applications
1 11 (9.65%) MS Excel
2 6 (5.26%) MS Office
3 5 (4.39%) MS PowerPoint
4 3 (2.63%) SPSS
4 3 (2.63%) Stata
5 2 (1.75%) MS Visio
Business Applications
1 3 (2.63%) Oracle AML
2 1 (0.88%) Adobe Campaign
2 1 (0.88%) Dynamics CRM
2 1 (0.88%) FastStats
2 1 (0.88%) Infor CRM
2 1 (0.88%) Maximo
2 1 (0.88%) Pivotal CRM
2 1 (0.88%) SAP CRM
2 1 (0.88%) Scribe Insight
2 1 (0.88%) Unica
Cloud Services
1 2 (1.75%) Amazon AWS
2 1 (0.88%) Microsoft Azure
2 1 (0.88%) SaaS
Communications & Networking
1 2 (1.75%) DNS
1 2 (1.75%) HTTPS
1 2 (1.75%) LDAP
1 2 (1.75%) TACACS
1 2 (1.75%) TCP/IP
1 2 (1.75%) VLAN
2 1 (0.88%) SMS
Database & Business Intelligence
1 34 (29.82%) Big Data
2 20 (17.54%) SQL Server
3 19 (16.67%) Relational Database
4 18 (15.79%) Hadoop
4 18 (15.79%) NoSQL
5 15 (13.16%) SQL Server Integration Services
6 14 (12.28%) Data Warehouse
7 12 (10.53%) SQL Server Reporting Services
8 7 (6.14%) SQL Server Analysis Services
8 7 (6.14%) Text Mining
9 6 (5.26%) Apache Hive
9 6 (5.26%) MarkLogic
9 6 (5.26%) MongoDB
9 6 (5.26%) OLAP
9 6 (5.26%) Oracle OLAP
9 6 (5.26%) OrientDB
10 5 (4.39%) DB2
10 5 (4.39%) RDBMS
11 4 (3.51%) Base SAS
11 4 (3.51%) Power BI
Development Applications
1 10 (8.77%) Jenkins
2 7 (6.14%) JIRA
3 6 (5.26%) Cucumber
3 6 (5.26%) FitNesse
3 6 (5.26%) Git (software)
3 6 (5.26%) Maven
3 6 (5.26%) TeamCity
4 5 (4.39%) WebDriver
5 4 (3.51%) Appium
5 4 (3.51%) Calabash
6 1 (0.88%) HP UFT
6 1 (0.88%) Selenium
General
1 45 (39.47%) Finance
2 20 (17.54%) Marketing
3 6 (5.26%) Automotive
4 5 (4.39%) Retail
5 4 (3.51%) Banking
6 3 (2.63%) Telecoms
7 2 (1.75%) Legal
8 1 (0.88%) Advertising
8 1 (0.88%) Back Office
8 1 (0.88%) Games
8 1 (0.88%) Law
8 1 (0.88%) Pharmaceutical
8 1 (0.88%) Publishing
Job Titles
1 25 (21.93%) Data Scientist
2 22 (19.30%) Developer
3 15 (13.16%) Analyst
4 11 (9.65%) Java Developer
4 11 (9.65%) Programme Manager
4 11 (9.65%) Programme Test Manager
4 11 (9.65%) Test Manager
4 11 (9.65%) Test Programme Manager
5 10 (8.77%) Machine Learning Scientist
6 6 (5.26%) Data Analyst
6 6 (5.26%) Junior
6 6 (5.26%) Machine Learning Developer
6 6 (5.26%) Senior Developer
6 6 (5.26%) SQL Analyst
7 5 (4.39%) .NET Developer
7 5 (4.39%) Data Analytics Manager
7 5 (4.39%) Senior .NET Developer
7 5 (4.39%) Senior Java Developer
7 5 (4.39%) Senior SQL Developer
7 5 (4.39%) SQL Developer
Libraries, Frameworks & Software Standards
1 13 (11.40%) Natural Language Processing
2 9 (7.89%) .NET
2 9 (7.89%) Spring
3 8 (7.02%) NumPy
4 7 (6.14%) Pandas
5 6 (5.26%) REST
5 6 (5.26%) SOAP
6 4 (3.51%) scikit-learn
7 3 (2.63%) ODBC
8 2 (1.75%) MDX
8 2 (1.75%) OpenVZ
8 2 (1.75%) WCF
8 2 (1.75%) WPF
9 1 (0.88%) Celery
9 1 (0.88%) D3.js
9 1 (0.88%) Django
9 1 (0.88%) SciPy
Miscellaneous
1 43 (37.72%) Computer Science
2 28 (24.56%) Statistics
3 27 (23.68%) Analytical Skills
4 26 (22.81%) Mathematics
5 21 (18.42%) Algorithms
6 20 (17.54%) Visualisation
7 10 (8.77%) Clustering
8 8 (7.02%) Ontologies
9 7 (6.14%) Economics
9 7 (6.14%) Hedge funds
10 6 (5.26%) Enterprise Software
11 5 (4.39%) Data Integration
11 5 (4.39%) Management Information System
12 4 (3.51%) Equities
12 4 (3.51%) Mobile App
13 3 (2.63%) Artificial Intelligence
13 3 (2.63%) Neural Network
14 2 (1.75%) Credit Risk
14 2 (1.75%) Private Cloud
15 1 (0.88%) Fintech
Operating Systems
1 8 (7.02%) Linux
2 5 (4.39%) Android
2 5 (4.39%) Apple iOS
3 4 (3.51%) Windows
4 2 (1.75%) Windows Server
Processes & Methodologies
1 43 (37.72%) Analytics
2 36 (31.58%) Machine Learning
3 24 (21.05%) Data Analytics
4 21 (18.42%) Business Intelligence
5 14 (12.28%) Data Modelling
5 14 (12.28%) ETL
5 14 (12.28%) OO
6 12 (10.53%) MapReduce
6 12 (10.53%) Project Planning
6 12 (10.53%) Test Strategy
7 11 (9.65%) Agile Software Development
7 11 (9.65%) Data Analysis
7 11 (9.65%) Load Balancing
7 11 (9.65%) Resource Management
7 11 (9.65%) Validation
8 10 (8.77%) Data Management
9 9 (7.89%) Information Management
9 9 (7.89%) Multithreading
9 9 (7.89%) Predictive Modelling
9 9 (7.89%) Workflow
Programming Languages
1 36 (31.58%) SQL
2 30 (26.32%) Python
3 23 (20.18%) Java
4 18 (15.79%) R
5 10 (8.77%) Scala
6 6 (5.26%) C++
6 6 (5.26%) MATLAB
7 3 (2.63%) C#
7 3 (2.63%) JavaScript
7 3 (2.63%) VBA
8 2 (1.75%) Bash Shell
8 2 (1.75%) PowerShell
8 2 (1.75%) Ruby
8 2 (1.75%) T-SQL
8 2 (1.75%) VB
9 1 (0.88%) Data Analysis Expressions (DAX)
9 1 (0.88%) Julia
Qualifications
1 41 (35.96%) Degree
2 29 (25.44%) PhD
3 2 (1.75%) CCNA
3 2 (1.75%) CEH
3 2 (1.75%) Cisco Certification
3 2 (1.75%) ECSA
3 2 (1.75%) MCDBA
3 2 (1.75%) MCITP
3 2 (1.75%) MCTS
3 2 (1.75%) Microsoft Certification
4 1 (0.88%) PMI Certification
4 1 (0.88%) PRINCE2 Certification
Quality Assurance & Compliance
1 10 (8.77%) QA
2 4 (3.51%) Data Quality
System Software
1 4 (3.51%) Active Directory
2 3 (2.63%) HDFS
3 2 (1.75%) KVM
3 2 (1.75%) vSphere
Systems Management
1 3 (2.63%) Hadoop YARN
2 2 (1.75%) Host Intrusion Detection System
2 2 (1.75%) Puppet
2 2 (1.75%) SCCM
3 1 (0.88%) HP Quality Center
Vendors
1 16 (14.04%) Microsoft
2 12 (10.53%) Oracle
3 10 (8.77%) IBM
4 6 (5.26%) Bloomberg
4 6 (5.26%) Tableau
5 4 (3.51%) Informatica
5 4 (3.51%) Pega
5 4 (3.51%) SAP
5 4 (3.51%) Sybase
6 3 (2.63%) Alteryx
6 3 (2.63%) Google
7 2 (1.75%) Cisco
7 2 (1.75%) JD Edwards
7 2 (1.75%) ServiceNow
7 2 (1.75%) Siebel
7 2 (1.75%) Splunk
8 1 (0.88%) Hortonworks
8 1 (0.88%) Hyperion
8 1 (0.88%) MicroStrategy
8 1 (0.88%) Salesforce.com
City of London
Churchill Frank International
Salary: £40000 - £45000 per annum + benefits
Posted: Yesterday
City of London
Venturi
Salary: £80000 - £100000 per annum + bonus and benefits
Posted: Yesterday
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bonus, pension, healthcare
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: Yesterday
City, London
Venturi
Salary: £80000 - £100000 per annum + bonus and benefits
Posted: 2 days ago
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: 4 days ago
City, London
ISL
Salary: £60000 - £75000 per annum + equity
Posted: 5 days ago
City, London
Venturi
Salary: £60000 - £80000 per annum + Bonus and Benefits
Posted: 5 days ago
City of London
Cititec Associates Limited
Salary: £35000 - £50000 per annum
Posted: 2 days ago
City of London
Venturi
Salary: £110000 - £150000 per annum + Benefits
Posted: 25 days ago