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 28 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Data Mining
Rank 220 248 250
Rank change year-on-year
+28 +2
Permanent jobs citing Data Mining 83 80 75
As % of all permanent IT jobs located in the City of London 0.86% 0.68% 0.63%
As % of the Database & Business Intelligence category 3.06% 2.35% 2.22%
Number of salaries quoted 64 76 71
Average salary £62,500 £60,000 £57,500
Average salary % change year-on-year
+4.16% +4.34%
90% offered a salary of more than £30,750 £40,000 £32,500
10% offered a salary of more than £84,250 £80,000 £75,000
UK excluding London average salary £45,000 £40,000 £42,500
% change year-on-year
+12.50% -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
2713 3409 3373
As % of all permanent IT jobs located in the City of London 28.04% 29.06% 28.52%
Number of salaries quoted 2318 2974 3036
Average salary £57,500 £53,500 £55,000
Average salary % change year-on-year
+7.47% -2.72%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London average salary £42,500 £40,000 £40,000
% change year-on-year
+6.25% -

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 28 August 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 28 August 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 68 (51.13%) SQL
2 64 (48.12%) Analytics
3 60 (45.11%) Business Intelligence
4 52 (39.10%) Finance
5 51 (38.35%) Analytical Skills
6 50 (37.59%) Data Warehouse
7 47 (35.34%) Data Management
8 45 (33.83%) Oracle
8 45 (33.83%) SQL Server
9 37 (27.82%) Big Data
10 35 (26.32%) ETL
11 33 (24.81%) Python
12 32 (24.06%) Hadoop
12 32 (24.06%) R
13 30 (22.56%) Data Analysis
14 29 (21.80%) SQL Server Integration Services
15 28 (21.05%) Degree
15 28 (21.05%) Data Modelling
16 27 (20.30%) SAS
17 24 (18.05%) MS Excel
18 23 (17.29%) Microsoft
18 23 (17.29%) OLAP
18 23 (17.29%) Marketing
18 23 (17.29%) Banking
19 22 (16.54%) Computer Science
19 22 (16.54%) Tableau
20 21 (15.79%) Data Architecture
21 20 (15.04%) Oracle OLAP
22 19 (14.29%) SQL Server Reporting Services
22 19 (14.29%) Visualisation

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

For the 6 months to 28 August 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 27 (20.30%) SAS
2 12 (9.02%) SharePoint
3 8 (6.02%) FileNet
4 5 (3.76%) OpenStack
5 3 (2.26%) Apache Spark
6 2 (1.50%) Apache Solr
7 1 (0.75%) Apache
7 1 (0.75%) Elasticsearch
7 1 (0.75%) SharePoint Server
7 1 (0.75%) MS Exchange
Applications
1 24 (18.05%) MS Excel
2 18 (13.53%) SPSS
3 5 (3.76%) MS Visio
4 3 (2.26%) MS Office
4 3 (2.26%) S-PLUS
4 3 (2.26%) MS PowerPoint
4 3 (2.26%) PowerPivot
Business Applications
1 8 (6.02%) Oracle Applications
2 4 (3.01%) RiskWrite
3 3 (2.26%) Oracle EBS
3 3 (2.26%) HFM
3 3 (2.26%) Hyperion Planning
4 2 (1.50%) WebTrends
5 1 (0.75%) Oracle Financials
5 1 (0.75%) Markit EDM
5 1 (0.75%) Dynamics CRM
5 1 (0.75%) Eagle PACE
Cloud Services
1 11 (8.27%) Amazon AWS
2 5 (3.76%) Google Analytics
3 3 (2.26%) Microsoft Azure
4 2 (1.50%) Google Cloud Platform
5 1 (0.75%) Amazon Kinesis
5 1 (0.75%) Adobe Analytics
Communications & Networking
1 6 (4.51%) Cisco Nexus
2 5 (3.76%) LDAP
2 5 (3.76%) Fibre Channel
2 5 (3.76%) TCP/IP
2 5 (3.76%) DNS
2 5 (3.76%) HTTPS
2 5 (3.76%) SAN
2 5 (3.76%) TACACS
2 5 (3.76%) VLAN
3 1 (0.75%) Network Security
3 1 (0.75%) Cisco ASA
3 1 (0.75%) NetScaler
3 1 (0.75%) DHCP
Database & Business Intelligence
1 50 (37.59%) Data Warehouse
2 45 (33.83%) SQL Server
3 37 (27.82%) Big Data
4 32 (24.06%) Hadoop
5 29 (21.80%) SQL Server Integration Services
6 23 (17.29%) OLAP
7 20 (15.04%) Oracle OLAP
8 19 (14.29%) SQL Server Reporting Services
9 16 (12.03%) SQL Server Analysis Services
10 15 (11.28%) Oracle Database
11 13 (9.77%) Relational Database
11 13 (9.77%) Oracle BI EE
12 12 (9.02%) Oracle Database 11g
12 12 (9.02%) Oracle Database 12c
13 11 (8.27%) QlikView
14 9 (6.77%) OLTP
14 9 (6.77%) MongoDB
15 8 (6.02%) Data Mart
15 8 (6.02%) Spotfire
15 8 (6.02%) RDBMS
Development Applications
1 8 (6.02%) Git (software)
2 5 (3.76%) Subversion
3 3 (2.26%) Mercurial
4 1 (0.75%) Oracle Forms
General
1 52 (39.10%) Finance
2 23 (17.29%) Banking
2 23 (17.29%) Marketing
3 12 (9.02%) Legal
4 9 (6.77%) Financial Institution
5 5 (3.76%) Retail
6 4 (3.01%) Telecoms
7 3 (2.26%) Law
8 2 (1.50%) Investment Banking
9 1 (0.75%) Advertising
9 1 (0.75%) Pharmaceutical
Job Titles
1 42 (31.58%) Analyst
2 29 (21.80%) Data Analyst
3 21 (15.79%) Developer
3 21 (15.79%) Data Scientist
4 17 (12.78%) Consultant
5 16 (12.03%) Architect
6 12 (9.02%) Business Intelligence Consultant
7 10 (7.52%) Oracle Developer
8 9 (6.77%) Senior Developer
8 9 (6.77%) Data Architect
9 8 (6.02%) Enterprise Architect
9 8 (6.02%) Enterprise Data Architect
9 8 (6.02%) Insight Analyst
10 7 (5.26%) Senior Oracle Developer
11 6 (4.51%) Business Intelligence Developer
11 6 (4.51%) Solutions Architect
11 6 (4.51%) Business Consultant
11 6 (4.51%) Senior Analyst
12 5 (3.76%) Administrator
12 5 (3.76%) Graduate
Libraries, Frameworks & Software Standards
1 18 (13.53%) .NET
2 7 (5.26%) Web Services
3 5 (3.76%) MDX
4 3 (2.26%) D3.js
4 3 (2.26%) XML
4 3 (2.26%) ASP.NET
5 2 (1.50%) CSS
5 2 (1.50%) HTML
5 2 (1.50%) RESTful
5 2 (1.50%) REST
6 1 (0.75%) Natural Language Processing
6 1 (0.75%) DHTML
6 1 (0.75%) Middleware
6 1 (0.75%) WinForms
Miscellaneous
1 51 (38.35%) Analytical Skills
2 22 (16.54%) Computer Science
3 19 (14.29%) Visualisation
4 16 (12.03%) Mathematics
4 16 (12.03%) Data Integration
5 15 (11.28%) Statistics
6 10 (7.52%) Algorithms
7 9 (6.77%) Data Extraction
7 9 (6.77%) Physics
8 7 (5.26%) Social Media
9 6 (4.51%) Mobile App
9 6 (4.51%) Mobile Payment
9 6 (4.51%) Foreign Exchange (FX)
10 5 (3.76%) PKI
10 5 (3.76%) Private Cloud
10 5 (3.76%) Data Conversion
11 4 (3.01%) Data Structures
11 4 (3.01%) Applied Mathematics
11 4 (3.01%) Management Information System
11 4 (3.01%) Economics
Operating Systems
1 17 (12.78%) Windows
2 16 (12.03%) Linux
3 3 (2.26%) UNIX
4 2 (1.50%) Red Hat Enterprise Linux
5 1 (0.75%) Apple iOS
5 1 (0.75%) Windows Server 2012
5 1 (0.75%) Windows Server 2008
Processes & Methodologies
1 64 (48.12%) Analytics
2 60 (45.11%) Business Intelligence
3 47 (35.34%) Data Management
4 35 (26.32%) ETL
5 30 (22.56%) Data Analysis
6 28 (21.05%) Data Modelling
7 21 (15.79%) Data Architecture
8 17 (12.78%) Master Data Management
9 14 (10.53%) Machine Learning
10 13 (9.77%) Kalman Filter
11 11 (8.27%) Data Visualisation
12 9 (6.77%) MapReduce
12 9 (6.77%) Mentoring
12 9 (6.77%) Computer Forensics
13 8 (6.02%) SOA
13 8 (6.02%) ERP
13 8 (6.02%) E-Discovery
13 8 (6.02%) Database Security
13 8 (6.02%) Data Analytics
14 7 (5.26%) Statistical Modelling
Programming Languages
1 68 (51.13%) SQL
2 33 (24.81%) Python
3 32 (24.06%) R
4 18 (13.53%) C
5 16 (12.03%) Java
6 12 (9.02%) T-SQL
7 10 (7.52%) C#
7 10 (7.52%) PL/SQL
8 6 (4.51%) Ruby
9 5 (3.76%) PowerShell
9 5 (3.76%) Bash Shell
10 4 (3.01%) MATLAB
10 4 (3.01%) JavaScript
11 3 (2.26%) Perl
12 2 (1.50%) VB
12 2 (1.50%) Scala
13 1 (0.75%) VB.NET
13 1 (0.75%) C++
Qualifications
1 28 (21.05%) Degree
2 14 (10.53%) PhD
3 8 (6.02%) OCP
3 8 (6.02%) Oracle Certification
4 5 (3.76%) CCNA
4 5 (3.76%) Cisco Certification
4 5 (3.76%) CEH
5 2 (1.50%) PRINCE2 Certification
6 1 (0.75%) CISA
6 1 (0.75%) ISEB
6 1 (0.75%) MCP
6 1 (0.75%) MCSD
6 1 (0.75%) MCDBA
6 1 (0.75%) MCITP
6 1 (0.75%) CFA
6 1 (0.75%) ISTQB
6 1 (0.75%) Microsoft Certification
Quality Assurance & Compliance
1 7 (5.26%) Data Quality
2 2 (1.50%) EMIR
2 2 (1.50%) Dodd-Frank
2 2 (1.50%) AIFMD
2 2 (1.50%) MiFID
2 2 (1.50%) QA
System Software
1 6 (4.51%) vSphere
2 5 (3.76%) KVM
3 1 (0.75%) UAG
3 1 (0.75%) VMware ESX
3 1 (0.75%) VMware Infrastructure
3 1 (0.75%) XenApp
3 1 (0.75%) EMC RecoverPoint
Systems Management
1 5 (3.76%) WSUS
1 5 (3.76%) Puppet
2 1 (0.75%) Nagios
2 1 (0.75%) EMC NetWorker
Vendors
1 45 (33.83%) Oracle
2 23 (17.29%) Microsoft
3 22 (16.54%) Tableau
4 13 (9.77%) SAP
5 11 (8.27%) Google
6 10 (7.52%) Netezza
6 10 (7.52%) Cognos
6 10 (7.52%) Informatica
7 9 (6.77%) MicroStrategy
7 9 (6.77%) IBM
8 7 (5.26%) Ab Initio
8 7 (5.26%) DataFlux
8 7 (5.26%) Teradata
9 6 (4.51%) Cisco
10 5 (3.76%) Hyperion
10 5 (3.76%) Omniture
10 5 (3.76%) F5
10 5 (3.76%) Splunk
10 5 (3.76%) Salesforce.com
11 3 (2.26%) Vertica
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Salary: £55000 - £110000 per annum
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Salary: £35k - £60k plus benefits.
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