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 31 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
31 Jul 2015
Same period 2014 Same period 2013
Data Mining
Rank 226 221 256
Rank change year-on-year
-5 +35
Permanent jobs citing Data Mining 84 119 73
As % of all permanent IT jobs located in the City of London 0.81% 0.96% 0.61%
As % of the Database & Business Intelligence category 2.88% 3.23% 2.24%
Number of salaries quoted 66 109 66
Average salary £60,000 £65,000 £60,000
Average salary % change year-on-year
-7.69% +8.33%
90% offered a salary of more than £32,500 £40,000 £33,750
10% offered a salary of more than £82,500 £80,000 £85,000
UK excluding London average salary £45,000 £40,000 £45,000
% change year-on-year
+12.50% -11.11%
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
2915 3685 3255
As % of all permanent IT jobs located in the City of London 27.98% 29.76% 27.17%
Number of salaries quoted 2501 3171 2898
Average salary £57,500 £55,000 £55,000
Average salary % change year-on-year
+4.54% -
90% offered a salary of more than £40,000 £37,500 £35,000
10% offered a salary of more than £80,000 £72,500 £80,000
UK excluding London average salary £42,500 £40,000 £39,000
% change year-on-year
+6.25% +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 31 July 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 31 July 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 76 (52.05%) SQL
2 73 (50.00%) Analytics
3 65 (44.52%) Business Intelligence
4 59 (40.41%) Analytical Skills
5 54 (36.99%) Finance
6 48 (32.88%) Data Warehouse
7 47 (32.19%) Oracle
7 47 (32.19%) SQL Server
8 46 (31.51%) Data Management
9 42 (28.77%) Big Data
10 41 (28.08%) Degree
11 40 (27.40%) Python
12 39 (26.71%) Data Analysis
13 37 (25.34%) ETL
14 34 (23.29%) Data Modelling
15 31 (21.23%) R
16 30 (20.55%) Hadoop
16 30 (20.55%) SAS
17 28 (19.18%) MS Excel
17 28 (19.18%) SQL Server Integration Services
17 28 (19.18%) Computer Science
18 26 (17.81%) Microsoft
19 24 (16.44%) Visualisation
19 24 (16.44%) Tableau
20 23 (15.75%) Marketing
20 23 (15.75%) Banking
21 22 (15.07%) OLAP
22 20 (13.70%) SPSS
22 20 (13.70%) Mathematics
23 19 (13.01%) Oracle OLAP

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

For the 6 months to 31 July 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 30 (20.55%) SAS
2 11 (7.53%) SharePoint
3 7 (4.79%) FileNet
4 5 (3.42%) OpenStack
5 4 (2.74%) Elasticsearch
6 2 (1.37%) Apache Spark
7 1 (0.68%) Apache
7 1 (0.68%) Apache Pig
7 1 (0.68%) MS Exchange
7 1 (0.68%) SharePoint Server
7 1 (0.68%) Apache Solr
Applications
1 28 (19.18%) MS Excel
2 20 (13.70%) SPSS
3 7 (4.79%) MS Office
4 5 (3.42%) MS PowerPoint
4 5 (3.42%) MS Visio
5 3 (2.05%) S-PLUS
5 3 (2.05%) PowerPivot
Business Applications
1 8 (5.48%) Oracle Applications
2 4 (2.74%) RiskWrite
3 3 (2.05%) HFM
3 3 (2.05%) Oracle EBS
3 3 (2.05%) Hyperion Planning
4 2 (1.37%) Markit EDM
4 2 (1.37%) Eagle PACE
4 2 (1.37%) WebTrends
5 1 (0.68%) Oracle Financials
5 1 (0.68%) Dynamics CRM
Cloud Services
1 11 (7.53%) Amazon AWS
2 5 (3.42%) Google Analytics
3 3 (2.05%) Microsoft Azure
4 2 (1.37%) Google Cloud Platform
5 1 (0.68%) Amazon Kinesis
5 1 (0.68%) Adobe Analytics
Communications & Networking
1 6 (4.11%) Cisco Nexus
2 5 (3.42%) LDAP
2 5 (3.42%) Fibre Channel
2 5 (3.42%) TCP/IP
2 5 (3.42%) DNS
2 5 (3.42%) HTTPS
2 5 (3.42%) SAN
2 5 (3.42%) TACACS
2 5 (3.42%) VLAN
3 1 (0.68%) Network Security
3 1 (0.68%) Cisco ASA
3 1 (0.68%) NetScaler
3 1 (0.68%) DHCP
Database & Business Intelligence
1 48 (32.88%) Data Warehouse
2 47 (32.19%) SQL Server
3 42 (28.77%) Big Data
4 30 (20.55%) Hadoop
5 28 (19.18%) SQL Server Integration Services
6 22 (15.07%) OLAP
7 19 (13.01%) Oracle OLAP
8 17 (11.64%) SQL Server Reporting Services
8 17 (11.64%) Relational Database
9 14 (9.59%) Oracle Database
9 14 (9.59%) SQL Server Analysis Services
10 13 (8.90%) Oracle BI EE
10 13 (8.90%) QlikView
11 12 (8.22%) RDBMS
12 11 (7.53%) Oracle Database 11g
12 11 (7.53%) Oracle Database 12c
13 10 (6.85%) MongoDB
14 9 (6.16%) NoSQL
14 9 (6.16%) BusinessObjects
15 8 (5.48%) OLTP
Development Applications
1 8 (5.48%) Git (software)
2 5 (3.42%) Subversion
3 3 (2.05%) Mercurial
General
1 54 (36.99%) Finance
2 23 (15.75%) Banking
2 23 (15.75%) Marketing
3 14 (9.59%) Legal
4 10 (6.85%) Financial Institution
5 5 (3.42%) Retail
6 4 (2.74%) Telecoms
7 2 (1.37%) Investment Banking
7 2 (1.37%) Advertising
8 1 (0.68%) Electronics
8 1 (0.68%) Law
Job Titles
1 52 (35.62%) Analyst
2 34 (23.29%) Data Analyst
3 25 (17.12%) Developer
4 22 (15.07%) Data Scientist
5 17 (11.64%) Consultant
6 15 (10.27%) Architect
7 11 (7.53%) Business Intelligence Consultant
8 9 (6.16%) Oracle Developer
8 9 (6.16%) Senior Developer
8 9 (6.16%) Insight Analyst
9 8 (5.48%) Data Architect
10 7 (4.79%) Enterprise Architect
10 7 (4.79%) Senior Oracle Developer
10 7 (4.79%) Enterprise Data Architect
11 6 (4.11%) Business Intelligence Developer
11 6 (4.11%) Solutions Architect
11 6 (4.11%) Senior Analyst
12 5 (3.42%) Administrator
12 5 (3.42%) Business Analyst
12 5 (3.42%) Security Administrator
Libraries, Frameworks & Software Standards
1 19 (13.01%) .NET
2 7 (4.79%) Web Services
2 7 (4.79%) Pandas
3 4 (2.74%) scikit-learn
3 4 (2.74%) D3.js
3 4 (2.74%) ASP.NET
3 4 (2.74%) HTML
4 3 (2.05%) XML
4 3 (2.05%) MDX
5 2 (1.37%) RESTful
5 2 (1.37%) REST
5 2 (1.37%) Middleware
5 2 (1.37%) WinForms
5 2 (1.37%) CSS
6 1 (0.68%) DHTML
6 1 (0.68%) Natural Language Processing
Miscellaneous
1 59 (40.41%) Analytical Skills
2 28 (19.18%) Computer Science
3 24 (16.44%) Visualisation
4 20 (13.70%) Mathematics
5 16 (10.96%) Statistics
6 15 (10.27%) Data Integration
7 10 (6.85%) Data Extraction
7 10 (6.85%) Algorithms
8 8 (5.48%) Physics
9 7 (4.79%) Social Media
10 6 (4.11%) Mobile App
10 6 (4.11%) Economics
11 5 (3.42%) PKI
11 5 (3.42%) Data Conversion
11 5 (3.42%) Applied Mathematics
11 5 (3.42%) Private Cloud
12 4 (2.74%) Mobile Payment
12 4 (2.74%) Data Structures
12 4 (2.74%) Foreign Exchange (FX)
12 4 (2.74%) Management Information System
Operating Systems
1 18 (12.33%) Linux
2 16 (10.96%) Windows
3 2 (1.37%) UNIX
3 2 (1.37%) Red Hat Enterprise Linux
4 1 (0.68%) Apple iOS
4 1 (0.68%) Windows Server 2012
4 1 (0.68%) Windows Server 2008
Processes & Methodologies
1 73 (50.00%) Analytics
2 65 (44.52%) Business Intelligence
3 46 (31.51%) Data Management
4 39 (26.71%) Data Analysis
5 37 (25.34%) ETL
6 34 (23.29%) Data Modelling
7 18 (12.33%) Data Architecture
8 17 (11.64%) Master Data Management
8 17 (11.64%) Machine Learning
9 15 (10.27%) Data Visualisation
10 13 (8.90%) Kalman Filter
10 13 (8.90%) Predictive Analytics
11 10 (6.85%) Computer Forensics
11 10 (6.85%) Agile Software Development
12 9 (6.16%) ERP
12 9 (6.16%) Mentoring
13 8 (5.48%) Database Security
13 8 (5.48%) E-Discovery
13 8 (5.48%) MapReduce
13 8 (5.48%) Business Analysis
Programming Languages
1 76 (52.05%) SQL
2 40 (27.40%) Python
3 31 (21.23%) R
4 17 (11.64%) C
4 17 (11.64%) Java
5 13 (8.90%) C#
6 12 (8.22%) T-SQL
7 9 (6.16%) PL/SQL
8 7 (4.79%) JavaScript
9 6 (4.11%) Ruby
10 5 (3.42%) PowerShell
10 5 (3.42%) Bash Shell
11 4 (2.74%) C++
12 3 (2.05%) MATLAB
13 2 (1.37%) Scala
13 2 (1.37%) Perl
13 2 (1.37%) VB
14 1 (0.68%) VB.NET
Qualifications
1 41 (28.08%) Degree
2 16 (10.96%) PhD
3 8 (5.48%) OCP
3 8 (5.48%) Oracle Certification
4 5 (3.42%) Cisco Certification
4 5 (3.42%) CCNA
4 5 (3.42%) CEH
5 3 (2.05%) CISA
6 2 (1.37%) ISEB
6 2 (1.37%) PRINCE2 Certification
7 1 (0.68%) Microsoft Certification
7 1 (0.68%) MCP
7 1 (0.68%) MCSD
7 1 (0.68%) MCDBA
7 1 (0.68%) MCITP
7 1 (0.68%) CFA
7 1 (0.68%) ISTQB
Quality Assurance & Compliance
1 7 (4.79%) Data Quality
2 2 (1.37%) EMIR
2 2 (1.37%) Dodd-Frank
2 2 (1.37%) AIFMD
2 2 (1.37%) MiFID
3 1 (0.68%) QA
3 1 (0.68%) Solvency II
3 1 (0.68%) Basel II
System Software
1 6 (4.11%) vSphere
2 5 (3.42%) KVM
3 1 (0.68%) UAG
3 1 (0.68%) VMware ESX
3 1 (0.68%) VMware Infrastructure
3 1 (0.68%) XenApp
3 1 (0.68%) EMC RecoverPoint
Systems Management
1 5 (3.42%) WSUS
1 5 (3.42%) Puppet
2 1 (0.68%) Nagios
2 1 (0.68%) EMC NetWorker
Vendors
1 47 (32.19%) Oracle
2 26 (17.81%) Microsoft
3 24 (16.44%) Tableau
4 14 (9.59%) SAP
5 12 (8.22%) MicroStrategy
5 12 (8.22%) Netezza
6 11 (7.53%) Google
7 10 (6.85%) Teradata
8 9 (6.16%) Informatica
8 9 (6.16%) Cognos
9 8 (5.48%) IBM
10 7 (4.79%) Ab Initio
10 7 (4.79%) DataFlux
11 6 (4.11%) Cisco
12 5 (3.42%) Salesforce.com
12 5 (3.42%) Hyperion
12 5 (3.42%) Omniture
12 5 (3.42%) F5
12 5 (3.42%) Splunk
13 4 (2.74%) Vertica
City, London
Venturi
Salary: £20000.00 - £24000.00 per annum + 10% bonus and benefits
Posted: Yesterday
City, London
Senitor Associates
Salary: £35000 - £45000 per annum + Excellent Benefits
Posted: Yesterday
City, London
Lloyds Banking Group
Salary: £50000 - £70000 per annum + Bens
Posted: Yesterday
City, London
Henderson Drake
Salary: From £35,000 to £50,000 per annum Bonus + Pension + Insurance + Dental
Posted: 2 days ago
City, London
Venturi
Salary: £50000 - £65000 per annum + full bens
Posted: 2 days ago
City, London
The People Network
Salary: £55000 - £70000 per annum + Bonus (up to 25%), Pension, Health
Posted: 3 days ago
City, London
Betting Appointments
Salary: £40000 - £50000 per annum + excellent bonus scheme
Posted: 3 days ago
City, London
Careerwise UK Limited
Posted: 3 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £75000 - £90000 per annum + Bonus + car allowance
Posted: 3 days ago
City, London
Harrington Starr
Salary: £85000 - £100000 per annum + Bonus, Benefits and Training
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £40k-£55k+benefits, progession +package
Posted: 4 days ago
City, London
IT People First
Salary: From £45,000 to £75,000 per annum
Posted: 5 days ago
City, London
1st Choice Computer Appointments Ltd
Salary: From £40,000 to £50,000 per annum
Posted: 5 days ago
City of London
Hays IT - Uk Posting account
Salary: £50000.00 - £60000.00 per annum + package
Posted: 5 days ago
City of London
Hays IT - Uk Posting account
Salary: £65000.00 - £80000.00 per annum
Posted: 8 days ago
City of London
Hays IT - Uk Posting account
Salary: £40000 - £55000 per annum + 10% Bonus
Posted: 9 days ago
City of London
Real Staffing
Salary: £90000 - £95000 per annum + competitive benefits package
Posted: 19 days ago
City of London
Hays IT - Uk Posting account
Salary: £35000.00 - £55000.00 per annum
Posted: 22 days ago
City of London
First Point
Salary: £55000 - £70000 per annum
Posted: 22 days ago