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

3 months to
30 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 189 223 263
Rank change year-on-year
+34 +40
Permanent jobs citing Data Mining 58 73 54
As % of all permanent IT jobs located in the City of London 0.97% 0.86% 0.47%
As % of the Database & Business Intelligence category 3.20% 2.90% 1.65%
Number of salaries quoted 51 66 50
Median salary £67,500 £60,000 £60,000
Median salary % change year-on-year
+12.50% -
90% offered a salary of more than £41,750 £33,750 £44,500
10% offered a salary of more than £110,000 £82,500 £75,000
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
1815 2519 3277
As % of all permanent IT jobs located in the City of London 30.51% 29.51% 28.70%
Number of salaries quoted 1657 2192 2862
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £75,000 £80,000
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 30 September 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 30 September 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 54 (43.90%) Analytics
2 48 (39.02%) SQL
3 47 (38.21%) Computer Science
4 45 (36.59%) Degree
4 45 (36.59%) Machine Learning
5 43 (34.96%) Finance
6 35 (28.46%) Statistics
7 33 (26.83%) PhD
7 33 (26.83%) Big Data
8 31 (25.20%) Python
9 30 (24.39%) Mathematics
10 29 (23.58%) Relational Database
11 27 (21.95%) SQL Server
11 27 (21.95%) Business Intelligence
12 26 (21.14%) Microsoft
13 25 (20.33%) Java
14 23 (18.70%) Data Warehouse
15 22 (17.89%) Visualisation
15 22 (17.89%) Data Analytics
15 22 (17.89%) Algorithms
16 21 (17.07%) Analytical Skills
16 21 (17.07%) Marketing
16 21 (17.07%) SQL Server Integration Services
17 20 (16.26%) MS Excel
17 20 (16.26%) SQL Server Reporting Services
18 19 (15.45%) Agile Software Development
18 19 (15.45%) Hadoop
18 19 (15.45%) NoSQL
19 17 (13.82%) .NET
20 16 (13.01%) OO

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 12 (9.76%) SAS
2 8 (6.50%) Apache Spark
3 7 (5.69%) Confluence
4 6 (4.88%) Tomcat
5 1 (0.81%) OpenStack
5 1 (0.81%) SharePoint
5 1 (0.81%) SharePoint Server
Applications
1 20 (16.26%) MS Excel
2 8 (6.50%) MS Office
3 5 (4.07%) SPSS
4 4 (3.25%) MS PowerPoint
4 4 (3.25%) Stata
5 1 (0.81%) MS Visio
Business Applications
1 3 (2.44%) Oracle AML
2 1 (0.81%) Dynamics CRM
2 1 (0.81%) Infor CRM
2 1 (0.81%) Maximo
2 1 (0.81%) Pivotal CRM
2 1 (0.81%) SAP CRM
2 1 (0.81%) Scribe Insight
Cloud Services
1 11 (8.94%) Microsoft Azure
2 7 (5.69%) Data Lake Analytics
3 3 (2.44%) Amazon AWS
4 1 (0.81%) SaaS
Communications & Networking
1 2 (1.63%) Intrusion Detection
1 2 (1.63%) Wireless
1 2 (1.63%) Wireshark
2 1 (0.81%) DNS
2 1 (0.81%) HTTPS
2 1 (0.81%) LAN
2 1 (0.81%) LDAP
2 1 (0.81%) TACACS
2 1 (0.81%) TCP/IP
2 1 (0.81%) VLAN
2 1 (0.81%) WAN
Database & Business Intelligence
1 33 (26.83%) Big Data
2 29 (23.58%) Relational Database
3 27 (21.95%) SQL Server
4 23 (18.70%) Data Warehouse
5 21 (17.07%) SQL Server Integration Services
6 20 (16.26%) SQL Server Reporting Services
7 19 (15.45%) Hadoop
7 19 (15.45%) NoSQL
8 15 (12.20%) SQL Server Analysis Services
9 11 (8.94%) Power BI
10 8 (6.50%) Text Mining
11 7 (5.69%) Azure SQL Database
11 7 (5.69%) Data Lake
11 7 (5.69%) HDInsight
11 7 (5.69%) MongoDB
11 7 (5.69%) SQL Server 2014
12 6 (4.88%) Apache Hive
12 6 (4.88%) MarkLogic
12 6 (4.88%) Oracle OLAP
12 6 (4.88%) OrientDB
Development Applications
1 9 (7.32%) JIRA
2 8 (6.50%) Jenkins
3 6 (4.88%) Cucumber
3 6 (4.88%) FitNesse
3 6 (4.88%) Git (software)
3 6 (4.88%) Maven
3 6 (4.88%) TeamCity
4 3 (2.44%) WebDriver
5 2 (1.63%) Appium
5 2 (1.63%) Calabash
6 1 (0.81%) HP UFT
6 1 (0.81%) Selenium
6 1 (0.81%) Team Foundation Server
General
1 43 (34.96%) Finance
2 21 (17.07%) Marketing
3 11 (8.94%) Legal
4 5 (4.07%) Banking
5 4 (3.25%) Retail
6 2 (1.63%) Automotive
6 2 (1.63%) Publishing
6 2 (1.63%) Telecoms
7 1 (0.81%) Advertising
7 1 (0.81%) Back Office
7 1 (0.81%) Financial Institution
7 1 (0.81%) Games
7 1 (0.81%) Investment Banking
7 1 (0.81%) Retail Banking
Job Titles
1 28 (22.76%) Data Scientist
2 21 (17.07%) Developer
3 18 (14.63%) Analyst
4 13 (10.57%) Machine Learning Scientist
5 12 (9.76%) Consultant
6 11 (8.94%) Java Developer
6 11 (8.94%) Programme Manager
6 11 (8.94%) Programme Test Manager
6 11 (8.94%) Test Manager
6 11 (8.94%) Test Programme Manager
7 10 (8.13%) Architect
7 10 (8.13%) Data Architect
8 8 (6.50%) Data Analyst
9 7 (5.69%) Analytics Manager
9 7 (5.69%) Data Analytics Manager
9 7 (5.69%) Principal Consultant
10 6 (4.88%) Machine Learning Developer
10 6 (4.88%) Principal Data Architect
10 6 (4.88%) Senior Data Scientist
10 6 (4.88%) SQL Analyst
Libraries, Frameworks & Software Standards
1 17 (13.82%) .NET
2 14 (11.38%) Natural Language Processing
3 11 (8.94%) MDX
4 9 (7.32%) NumPy
4 9 (7.32%) Spring
5 7 (5.69%) Pandas
6 6 (4.88%) REST
6 6 (4.88%) scikit-learn
6 6 (4.88%) SOAP
7 3 (2.44%) ODBC
8 2 (1.63%) PCRE
8 2 (1.63%) Regular Expression
8 2 (1.63%) RESTful
8 2 (1.63%) WCF
8 2 (1.63%) WPF
9 1 (0.81%) Celery
9 1 (0.81%) D3.js
9 1 (0.81%) Django
9 1 (0.81%) OpenVZ
9 1 (0.81%) SciPy
Miscellaneous
1 47 (38.21%) Computer Science
2 35 (28.46%) Statistics
3 30 (24.39%) Mathematics
4 22 (17.89%) Algorithms
4 22 (17.89%) Visualisation
5 21 (17.07%) Analytical Skills
6 11 (8.94%) Clustering
7 8 (6.50%) Economics
7 8 (6.50%) Management Information System
7 8 (6.50%) Ontologies
8 6 (4.88%) Enterprise Software
8 6 (4.88%) Hedge funds
9 5 (4.07%) Neural Network
10 3 (2.44%) Artificial Intelligence
10 3 (2.44%) Data Integration
10 3 (2.44%) Equities
11 2 (1.63%) Credit Risk
11 2 (1.63%) Fintech
11 2 (1.63%) Mobile App
11 2 (1.63%) Semantic Web
Operating Systems
1 7 (5.69%) Linux
2 4 (3.25%) Windows
3 3 (2.44%) Android
3 3 (2.44%) Apple iOS
3 3 (2.44%) Windows Server
Processes & Methodologies
1 54 (43.90%) Analytics
2 45 (36.59%) Machine Learning
3 27 (21.95%) Business Intelligence
4 22 (17.89%) Data Analytics
5 19 (15.45%) Agile Software Development
6 16 (13.01%) OO
7 14 (11.38%) Data Modelling
8 13 (10.57%) Data Visualisation
9 12 (9.76%) ETL
9 12 (9.76%) Project Planning
9 12 (9.76%) Software Engineering
10 11 (8.94%) Data Analysis
10 11 (8.94%) Kimball Methodology
10 11 (8.94%) Load Balancing
10 11 (8.94%) MapReduce
10 11 (8.94%) Resource Management
10 11 (8.94%) Test Strategy
11 10 (8.13%) Data Management
12 9 (7.32%) Multithreading
12 9 (7.32%) Predictive Analytics
Programming Languages
1 48 (39.02%) SQL
2 31 (25.20%) Python
3 25 (20.33%) Java
4 14 (11.38%) R
5 12 (9.76%) T-SQL
6 11 (8.94%) C#
6 11 (8.94%) Data Analysis Expressions (DAX)
7 10 (8.13%) Scala
8 6 (4.88%) C++
8 6 (4.88%) MATLAB
9 4 (3.25%) PowerShell
10 3 (2.44%) JavaScript
11 2 (1.63%) Perl
11 2 (1.63%) Shell Script
11 2 (1.63%) SPARQL
11 2 (1.63%) VB
11 2 (1.63%) VBA
12 1 (0.81%) Bash Shell
12 1 (0.81%) Julia
12 1 (0.81%) PL/SQL
Qualifications
1 45 (36.59%) Degree
2 33 (26.83%) PhD
3 2 (1.63%) MCDBA
3 2 (1.63%) MCITP
3 2 (1.63%) MCTS
3 2 (1.63%) Microsoft Certification
4 1 (0.81%) CCNA
4 1 (0.81%) CEH
4 1 (0.81%) Cisco Certification
4 1 (0.81%) ECSA
4 1 (0.81%) PMI Certification
4 1 (0.81%) PRINCE2 Certification
Quality Assurance & Compliance
1 7 (5.69%) QA
2 6 (4.88%) Data Quality
System Software
1 3 (2.44%) Active Directory
2 1 (0.81%) KVM
2 1 (0.81%) vSphere
Systems Management
1 2 (1.63%) SCCM
2 1 (0.81%) Host Intrusion Detection System
2 1 (0.81%) Puppet
Vendors
1 26 (21.14%) Microsoft
2 13 (10.57%) Oracle
3 9 (7.32%) IBM
4 6 (4.88%) Bloomberg
5 4 (3.25%) Pega
5 4 (3.25%) SAP
5 4 (3.25%) Sybase
6 3 (2.44%) Alteryx
6 3 (2.44%) Informatica
6 3 (2.44%) Salesforce.com
6 3 (2.44%) Splunk
6 3 (2.44%) Tableau
7 2 (1.63%) CheckPoint
7 2 (1.63%) FireEye
7 2 (1.63%) Google
7 2 (1.63%) JD Edwards
7 2 (1.63%) Palo Alto
7 2 (1.63%) ServiceNow
7 2 (1.63%) Varonis
8 1 (0.81%) MicroStrategy
City, London
Henderson Drake
Salary: From £45,000 to £60,000 per annum Bonus + Pension + Insurance + Dental
Posted: 18 hours ago
City, London
Harvey Nash plc
Salary: £55000 per annum
Posted: 16 hours ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: 2 days ago
City, London
Venturi
Salary: £80000 - £100000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Venturi
Salary: £40000 - £55000 per annum + Benefits
Posted: 3 days ago
City of London
Computer Futures
Salary: £60000 - £80000 per annum + Pension
Posted: 4 days ago
City of London
Venturi
Salary: £80000 - £100000 per annum + Bonus + Benefits
Posted: 10 days ago
City of London
Venturi
Salary: £60000 - £80000 per annum + Bonus and Benefits
Posted: 22 days ago
City of London
Venturi
Salary: £80000 - £100000 per annum + bonus and benefits
Posted: 22 days ago