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 average salaries offered in IT jobs that have cited Data Mining over the 3 months to 2 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
2 Mar 2015
Same period 2014 Same period 2013
Data Mining
Rank 235 234 254
Rank change year-on-year
-1 +20
Permanent jobs citing Data Mining 74 84 64
As % of all permanent IT jobs located in the City of London 0.71% 0.80% 0.59%
As % of the Database & Business Intelligence category 2.67% 2.91% 2.05%
Number of salaries quoted 70 73 62
Average salary £52,500 £52,500 £60,000
Average salary % change year-on-year
- -12.50%
90% offered a salary of more than £28,000 £30,900 £32,750
10% offered a salary of more than £70,250 £80,000 £85,000
UK excluding London average salary £42,500 £37,500 £41,000
% change year-on-year
+13.33% -8.53%
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
2774 2887 3115
As % of all permanent IT jobs located in the City of London 26.69% 27.39% 28.70%
Number of salaries quoted 2452 2522 2845
Average salary £55,000 £55,000 £50,000
Average salary % change year-on-year
- +10.00%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £75,000 £71,000 £75,000
UK excluding London average salary £40,000 £40,000 £39,000
% change year-on-year
- +2.56%

Data Mining
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing Data Mining across the City of London region as a proportion of the total demand within 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 2 March 2015.

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 2 March 2015, IT jobs across the City of London region citing Data Mining also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining.

1 78 (52.35%) SQL
2 68 (45.64%) Analytics
3 66 (44.30%) Finance
4 52 (34.90%) Data Analysis
5 50 (33.56%) Analytical Skills
6 43 (28.86%) Big Data
6 43 (28.86%) SPSS
7 39 (26.17%) Python
8 35 (23.49%) Visualisation
9 34 (22.82%) Data Modelling
10 32 (21.48%) Oracle
11 31 (20.81%) SAS
11 31 (20.81%) MS Excel
12 30 (20.13%) Statistics
12 30 (20.13%) Business Intelligence
13 29 (19.46%) Mathematics
13 29 (19.46%) Agile Software Development
14 28 (18.79%) Degree
14 28 (18.79%) Microsoft
15 27 (18.12%) Hadoop
16 26 (17.45%) Machine Learning
16 26 (17.45%) R
16 26 (17.45%) Data Warehouse
16 26 (17.45%) Computer Science
17 23 (15.44%) Java
17 23 (15.44%) Banking
17 23 (15.44%) Predictive Modelling
17 23 (15.44%) Algorithms
18 22 (14.77%) Relational Database
18 22 (14.77%) Tableau

Data Mining
Top Related IT Skills in the City of London by Category

For the 6 months to 2 March 2015, IT jobs across the City of London region citing Data Mining also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Mining. Up to 20 skills are shown per category.

Application Platforms
1 31 (20.81%) SAS
2 10 (6.71%) Apache Pig
3 8 (5.37%) Apache Spark
3 8 (5.37%) Oracle Coherence
4 5 (3.36%) Elasticsearch
5 4 (2.68%) nginx
6 3 (2.01%) WebLogic
6 3 (2.01%) JBoss
6 3 (2.01%) Apache
6 3 (2.01%) Tomcat
7 1 (0.67%) SharePoint
7 1 (0.67%) MS Exchange
7 1 (0.67%) Exchange Server 2010
7 1 (0.67%) CMS
7 1 (0.67%) SharePoint 2013
7 1 (0.67%) Exchange Server 2013
Applications
1 43 (28.86%) SPSS
2 31 (20.81%) MS Excel
3 22 (14.77%) MS Office
4 5 (3.36%) MS Visio
5 4 (2.68%) CPLEX
6 3 (2.01%) MS PowerPoint
7 1 (0.67%) Weka
Business Applications
1 3 (2.01%) Markit EDM
2 2 (1.34%) Hyperion Planning
2 2 (1.34%) Oracle EBS
2 2 (1.34%) HFM
2 2 (1.34%) Google Analytics
3 1 (0.67%) Eagle PACE
Cloud Services
1 8 (5.37%) Microsoft Azure
2 7 (4.70%) Amazon AWS
2 7 (4.70%) Amazon SQS
3 1 (0.67%) Google Cloud Platform
3 1 (0.67%) SaaS
Communications & Networking
1 3 (2.01%) BIG-IP
1 3 (2.01%) F5 BIG-IP LTM
2 2 (1.34%) WAN
2 2 (1.34%) Firewall
2 2 (1.34%) Intrusion Detection
3 1 (0.67%) TCP/IP
Database & Business Intelligence
1 43 (28.86%) Big Data
2 27 (18.12%) Hadoop
3 26 (17.45%) Data Warehouse
4 22 (14.77%) SQL Server
4 22 (14.77%) Relational Database
5 19 (12.75%) QlikView
6 15 (10.07%) NoSQL
7 12 (8.05%) MongoDB
8 11 (7.38%) SQL Server Analysis Services
8 11 (7.38%) SQL Server Integration Services
9 10 (6.71%) SQL Server Reporting Services
9 10 (6.71%) Oracle Database
10 8 (5.37%) Amazon DynamoDB
11 7 (4.70%) Clementine
11 7 (4.70%) OLAP
11 7 (4.70%) Apache Hive
12 6 (4.03%) SQL Server 2008
13 5 (3.36%) Mahout
13 5 (3.36%) MySQL
14 4 (2.68%) RDBMS
Development Applications
1 4 (2.68%) Visual Studio
1 4 (2.68%) Team Foundation Server
2 2 (1.34%) Talend Open Studio
2 2 (1.34%) Git (software)
3 1 (0.67%) Subversion
3 1 (0.67%) Jenkins
General
1 66 (44.30%) Finance
2 23 (15.44%) Banking
3 20 (13.42%) Marketing
4 8 (5.37%) Telecoms
5 6 (4.03%) Legal
5 6 (4.03%) Retail
6 5 (3.36%) Billing
7 4 (2.68%) Financial Institution
8 3 (2.01%) Publishing
9 2 (1.34%) Advertising
10 1 (0.67%) Manufacturing
10 1 (0.67%) Electronics
10 1 (0.67%) Law
10 1 (0.67%) Games
10 1 (0.67%) French Language
10 1 (0.67%) Investment Banking
Job Titles
1 69 (46.31%) Analyst
2 31 (20.81%) Data Analyst
3 25 (16.78%) Developer
4 18 (12.08%) Data Scientist
5 9 (6.04%) Architect
5 9 (6.04%) Business Analyst
6 7 (4.70%) Technical Analyst
6 7 (4.70%) Data Modeller
7 6 (4.03%) Technical Business Analyst
8 5 (3.36%) Python Developer
8 5 (3.36%) Consultant
9 4 (2.68%) Data Architect
9 4 (2.68%) Support Analyst
9 4 (2.68%) SQL Developer
9 4 (2.68%) Quantitative Developer
9 4 (2.68%) Administrator
9 4 (2.68%) Senior Analyst
9 4 (2.68%) Business Intelligence Developer
9 4 (2.68%) Insight Analyst
10 3 (2.01%) Research Engineer
Libraries, Frameworks & Software Standards
1 13 (8.72%) .NET
2 12 (8.05%) Pandas
3 7 (4.70%) Reactive Extensions
3 7 (4.70%) Task Parallel Library
3 7 (4.70%) MSMQ
3 7 (4.70%) MDX
3 7 (4.70%) RESTful
4 6 (4.03%) HTML
5 3 (2.01%) Django
5 3 (2.01%) CSS
5 3 (2.01%) XML
5 3 (2.01%) Backbone.js
6 2 (1.34%) CSS3
6 2 (1.34%) D3.js
6 2 (1.34%) LESS
6 2 (1.34%) AngularJS
6 2 (1.34%) HTML5
6 2 (1.34%) SciPy
7 1 (0.67%) NumPy
7 1 (0.67%) RabbitMQ
Miscellaneous
1 50 (33.56%) Analytical Skills
2 35 (23.49%) Visualisation
3 30 (20.13%) Statistics
4 29 (19.46%) Mathematics
5 26 (17.45%) Computer Science
6 23 (15.44%) Algorithms
7 17 (11.41%) Neural Network
8 13 (8.72%) User Experience
9 9 (6.04%) Economics
10 7 (4.70%) Applied Mathematics
11 6 (4.03%) Physics
12 5 (3.36%) Artificial Intelligence
12 5 (3.36%) Open Source
13 4 (2.68%) Data Integration
13 4 (2.68%) Digital Media
13 4 (2.68%) Replication
13 4 (2.68%) Informatics
13 4 (2.68%) Chemistry
13 4 (2.68%) Psychology
14 3 (2.01%) Data Conversion
Operating Systems
1 13 (8.72%) Linux
1 13 (8.72%) UNIX
2 12 (8.05%) Windows
3 3 (2.01%) CentOS
3 3 (2.01%) Red Hat Enterprise Linux
3 3 (2.01%) Ubuntu
4 1 (0.67%) Android
4 1 (0.67%) Windows Server 2008
Processes & Methodologies
1 68 (45.64%) Analytics
2 52 (34.90%) Data Analysis
3 34 (22.82%) Data Modelling
4 30 (20.13%) Business Intelligence
5 29 (19.46%) Agile Software Development
6 26 (17.45%) Machine Learning
7 23 (15.44%) Predictive Modelling
8 22 (14.77%) ETL
9 21 (14.09%) Data Analytics
10 18 (12.08%) Cluster Analysis
11 15 (10.07%) Regression Analysis
12 14 (9.40%) Customer Engagement
13 13 (8.72%) Big Data Analytics
13 13 (8.72%) Business Analysis
13 13 (8.72%) Investment Management
13 13 (8.72%) TDD
14 12 (8.05%) Quantitative Analysis
15 11 (7.38%) Statistical Analysis
16 10 (6.71%) Web Analytics
16 10 (6.71%) Statistical Modelling
Programming Languages
1 78 (52.35%) SQL
2 39 (26.17%) Python
3 26 (17.45%) R
4 23 (15.44%) Java
5 15 (10.07%) Ruby
6 13 (8.72%) C#
7 11 (7.38%) C++
8 8 (5.37%) JavaScript
8 8 (5.37%) MATLAB
8 8 (5.37%) F#
9 7 (4.70%) Scala
9 7 (4.70%) PowerShell
10 5 (3.36%) PL/SQL
11 4 (2.68%) C
11 4 (2.68%) VBA
11 4 (2.68%) Clojure
12 3 (2.01%) Bash Shell
12 3 (2.01%) T-SQL
12 3 (2.01%) Perl
13 2 (1.34%) VB
Qualifications
1 28 (18.79%) Degree
2 13 (8.72%) PhD
3 6 (4.03%) ISEB
4 4 (2.68%) Microsoft Certification
4 4 (2.68%) NVQ Level 3
4 4 (2.68%) MCSA
5 2 (1.34%) VCP4
5 2 (1.34%) CISA
6 1 (0.67%) VMware Certified Professional (VCP)
6 1 (0.67%) SC Cleared
6 1 (0.67%) DV Cleared
6 1 (0.67%) Security Cleared
6 1 (0.67%) VCDX
6 1 (0.67%) VCAP
6 1 (0.67%) MAPM
Quality Assurance & Compliance
1 6 (4.03%) Basel II
1 6 (4.03%) Solvency II
2 3 (2.01%) QA
3 2 (1.34%) Data Quality
4 1 (0.67%) Dodd-Frank
4 1 (0.67%) SLA
4 1 (0.67%) MiFID
System Software
1 3 (2.01%) Apache Flume
2 2 (1.34%) HDFS
2 2 (1.34%) Snort
3 1 (0.67%) VMware Infrastructure
3 1 (0.67%) Hyper-V
3 1 (0.67%) XenServer
3 1 (0.67%) vSphere
3 1 (0.67%) vCloud
3 1 (0.67%) Active Directory
Systems Management
1 3 (2.01%) Nagios
1 3 (2.01%) Cacti
1 3 (2.01%) Puppet
1 3 (2.01%) Ansible
2 2 (1.34%) Control-M
3 1 (0.67%) SCCM
3 1 (0.67%) SCOM
Vendors
1 32 (21.48%) Oracle
2 28 (18.79%) Microsoft
3 22 (14.77%) Tableau
4 10 (6.71%) Business Objects
5 7 (4.70%) MicroStrategy
6 5 (3.36%) BT
7 4 (2.68%) VMware
7 4 (2.68%) Teradata
7 4 (2.68%) SAP
7 4 (2.68%) Cognos
8 3 (2.01%) Cisco
8 3 (2.01%) Red Hat
8 3 (2.01%) Informatica
8 3 (2.01%) F5
8 3 (2.01%) MapR
8 3 (2.01%) Google
8 3 (2.01%) Netezza
9 2 (1.34%) Unica
9 2 (1.34%) Polycom
9 2 (1.34%) Aruba
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £80000 per annum
Posted: 11 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £45000 per annum, Benefits Benefits
Posted: 11 hours ago
City, London
Oracle Corporation UK Ltd
Salary: From £60,000 to £75,000 per annum + Package
Posted: 12 hours ago
City, London
Networking People
Salary: £30000 - £40000 per annum + Package
Posted: 4 days ago
City, London
Verticality Ltd
Salary: £40000 - £55000 per annum, Benefits Plus benefits
Posted: 4 days ago
City of London
Progressive Recruitment
Salary: £45000 - £55000 per annum + competitive
Posted: 5 days ago
City, London
McGregor Boyall
Salary: £50000 - £70000 per annum + Benefits
Posted: 6 days ago
City, London
Royal Mail Group
Salary: Excellent salary & Benefits
Posted: 13 days ago
City, London
Triple Seven
Salary: £35000 - £40000 per annum
Posted: 20 days ago
City of London
Real Staffing
Salary: £60000 - £65000 per annum + 20% bonus + pension
Posted: 24 days ago
City of London
Venturi
Salary: £43000 - £60000 per annum + full benefits
Posted: 26 days ago
City of London
Venturi
Salary: £42000 - £58000 per annum + full benefits
Posted: 26 days ago