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

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Data Mining
Rank 237 209 245
Rank change year-on-year
-28 +36
Permanent jobs citing Data Mining 71 137 87
As % of all permanent IT jobs located in the City of London 0.68% 1.08% 0.72%
As % of the Database & Business Intelligence category 2.38% 3.59% 2.69%
Number of salaries quoted 56 120 77
Average salary £57,500 £65,000 £55,000
Average salary % change year-on-year
-11.53% +18.18%
90% offered a salary of more than £33,500 £40,000 £31,500
10% offered a salary of more than £80,000 £80,000 £77,500
UK excluding London average salary £45,000 £42,500 £42,000
% change year-on-year
+5.88% +1.19%
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
2984 3816 3238
As % of all permanent IT jobs located in the City of London 28.79% 30.16% 26.79%
Number of salaries quoted 2589 3309 2841
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 £77,500 £72,500 £80,000
UK excluding London average salary £42,000 £40,000 £38,500
% change year-on-year
+5.00% +3.89%

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 3 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 3 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 68 (50.37%) Analytics
2 61 (45.19%) SQL
3 57 (42.22%) Analytical Skills
4 54 (40.00%) Business Intelligence
5 47 (34.81%) SQL Server
6 45 (33.33%) Finance
7 42 (31.11%) Oracle
8 41 (30.37%) Big Data
9 40 (29.63%) Data Warehouse
10 37 (27.41%) Degree
11 36 (26.67%) Python
12 35 (25.93%) Data Management
13 33 (24.44%) ETL
14 32 (23.70%) MS Excel
15 31 (22.96%) Data Modelling
16 30 (22.22%) Data Analysis
17 28 (20.74%) Computer Science
17 28 (20.74%) SAS
18 27 (20.00%) Hadoop
19 26 (19.26%) Microsoft
20 23 (17.04%) SQL Server Integration Services
20 23 (17.04%) R
21 22 (16.30%) Tableau
21 22 (16.30%) OLAP
22 21 (15.56%) Visualisation
23 20 (14.81%) SPSS
24 19 (14.07%) Marketing
24 19 (14.07%) Oracle OLAP
25 18 (13.33%) Mathematics
26 17 (12.59%) Banking

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

For the 6 months to 3 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 28 (20.74%) SAS
2 6 (4.44%) SharePoint
3 5 (3.70%) OpenStack
3 5 (3.70%) Elasticsearch
4 2 (1.48%) FileNet
5 1 (0.74%) SharePoint Server
5 1 (0.74%) Oracle Coherence
5 1 (0.74%) Apache Pig
5 1 (0.74%) Apache
Applications
1 32 (23.70%) MS Excel
2 20 (14.81%) SPSS
3 11 (8.15%) MS Office
4 8 (5.93%) MS Visio
5 6 (4.44%) MS PowerPoint
6 3 (2.22%) PowerPivot
Business Applications
1 8 (5.93%) Oracle Applications
2 2 (1.48%) HFM
2 2 (1.48%) WebTrends
2 2 (1.48%) Oracle EBS
2 2 (1.48%) Eagle PACE
2 2 (1.48%) Hyperion Planning
2 2 (1.48%) Markit EDM
2 2 (1.48%) RiskWrite
3 1 (0.74%) Dynamics CRM
3 1 (0.74%) Oracle Financials
Cloud Services
1 11 (8.15%) Amazon AWS
2 5 (3.70%) Google Analytics
3 4 (2.96%) Microsoft Azure
4 1 (0.74%) Adobe Analytics
Communications & Networking
1 5 (3.70%) LDAP
1 5 (3.70%) TCP/IP
1 5 (3.70%) DNS
1 5 (3.70%) HTTPS
1 5 (3.70%) SAN
1 5 (3.70%) TACACS
1 5 (3.70%) VLAN
1 5 (3.70%) Fibre Channel
1 5 (3.70%) Cisco Nexus
2 1 (0.74%) Network Security
Database & Business Intelligence
1 47 (34.81%) SQL Server
2 41 (30.37%) Big Data
3 40 (29.63%) Data Warehouse
4 27 (20.00%) Hadoop
5 23 (17.04%) SQL Server Integration Services
6 22 (16.30%) OLAP
7 19 (14.07%) Oracle OLAP
8 15 (11.11%) Relational Database
9 14 (10.37%) Oracle Database
9 14 (10.37%) QlikView
10 13 (9.63%) Oracle BI EE
11 12 (8.89%) SQL Server Analysis Services
11 12 (8.89%) SQL Server Reporting Services
12 10 (7.41%) RDBMS
12 10 (7.41%) Oracle Database 11g
12 10 (7.41%) Oracle Database 12c
13 9 (6.67%) MongoDB
14 8 (5.93%) NoSQL
14 8 (5.93%) BusinessObjects
14 8 (5.93%) DataStage
Development Applications
1 8 (5.93%) Git (software)
2 5 (3.70%) Subversion
3 3 (2.22%) Mercurial
General
1 45 (33.33%) Finance
2 19 (14.07%) Marketing
3 17 (12.59%) Banking
4 12 (8.89%) Legal
5 5 (3.70%) Financial Institution
6 3 (2.22%) Telecoms
7 2 (1.48%) Advertising
7 2 (1.48%) Retail
7 2 (1.48%) Billing
8 1 (0.74%) Investment Banking
8 1 (0.74%) Electronics
8 1 (0.74%) Law
Job Titles
1 49 (36.30%) Analyst
2 26 (19.26%) Data Analyst
3 22 (16.30%) Developer
4 20 (14.81%) Data Scientist
5 14 (10.37%) Consultant
6 13 (9.63%) Architect
7 11 (8.15%) Business Intelligence Consultant
8 9 (6.67%) Senior Developer
9 8 (5.93%) Oracle Developer
10 7 (5.19%) Senior Oracle Developer
11 6 (4.44%) Business Consultant
11 6 (4.44%) Solutions Architect
11 6 (4.44%) Business Analyst
11 6 (4.44%) Insight Analyst
12 5 (3.70%) Data Architect
12 5 (3.70%) Administrator
12 5 (3.70%) Senior Analyst
12 5 (3.70%) Security Administrator
13 4 (2.96%) Business Intelligence Developer
13 4 (2.96%) Python Developer
Libraries, Frameworks & Software Standards
1 12 (8.89%) .NET
2 7 (5.19%) Pandas
3 5 (3.70%) Web Services
4 4 (2.96%) ASP.NET
4 4 (2.96%) HTML
4 4 (2.96%) scikit-learn
4 4 (2.96%) D3.js
5 3 (2.22%) MDX
5 3 (2.22%) XML
6 2 (1.48%) Middleware
6 2 (1.48%) CSS
6 2 (1.48%) WinForms
6 2 (1.48%) RESTful
6 2 (1.48%) REST
7 1 (0.74%) Natural Language Processing
7 1 (0.74%) Spring
7 1 (0.74%) JSON
7 1 (0.74%) Spring MVC
7 1 (0.74%) LINQ
7 1 (0.74%) DHTML
Miscellaneous
1 57 (42.22%) Analytical Skills
2 28 (20.74%) Computer Science
3 21 (15.56%) Visualisation
4 18 (13.33%) Mathematics
5 14 (10.37%) Statistics
6 10 (7.41%) Data Integration
7 9 (6.67%) Algorithms
8 8 (5.93%) Social Media
8 8 (5.93%) Data Extraction
9 6 (4.44%) Mobile App
10 5 (3.70%) Private Cloud
10 5 (3.70%) Data Conversion
10 5 (3.70%) Applied Mathematics
10 5 (3.70%) Economics
10 5 (3.70%) PKI
11 4 (2.96%) Physics
11 4 (2.96%) Data Structures
12 3 (2.22%) Data Centre
12 3 (2.22%) Management Information System
12 3 (2.22%) Replication
Operating Systems
1 17 (12.59%) Linux
2 15 (11.11%) Windows
3 4 (2.96%) UNIX
4 1 (0.74%) Red Hat Enterprise Linux
4 1 (0.74%) Apple iOS
Processes & Methodologies
1 68 (50.37%) Analytics
2 54 (40.00%) Business Intelligence
3 35 (25.93%) Data Management
4 33 (24.44%) ETL
5 31 (22.96%) Data Modelling
6 30 (22.22%) Data Analysis
7 16 (11.85%) Data Architecture
8 15 (11.11%) Machine Learning
8 15 (11.11%) Master Data Management
9 12 (8.89%) Data Visualisation
10 11 (8.15%) Kalman Filter
10 11 (8.15%) Predictive Analytics
10 11 (8.15%) Agile Software Development
11 10 (7.41%) Cluster Analysis
12 9 (6.67%) Mentoring
13 8 (5.93%) Database Security
13 8 (5.93%) Computer Forensics
14 7 (5.19%) CRM
14 7 (5.19%) Business Analysis
14 7 (5.19%) Statistical Modelling
Programming Languages
1 61 (45.19%) SQL
2 36 (26.67%) Python
3 23 (17.04%) R
4 12 (8.89%) C
4 12 (8.89%) C#
5 11 (8.15%) Java
6 10 (7.41%) PL/SQL
7 9 (6.67%) T-SQL
8 7 (5.19%) JavaScript
9 6 (4.44%) Ruby
10 5 (3.70%) PowerShell
10 5 (3.70%) Bash Shell
11 4 (2.96%) C++
12 3 (2.22%) MATLAB
13 2 (1.48%) VBA
13 2 (1.48%) Scala
13 2 (1.48%) Perl
13 2 (1.48%) VB
14 1 (0.74%) VB.NET
14 1 (0.74%) F#
Qualifications
1 37 (27.41%) Degree
2 12 (8.89%) PhD
3 8 (5.93%) OCP
3 8 (5.93%) Oracle Certification
4 5 (3.70%) Cisco Certification
4 5 (3.70%) CCNA
4 5 (3.70%) CEH
5 3 (2.22%) CISA
6 2 (1.48%) ISEB
6 2 (1.48%) NVQ Level 3
7 1 (0.74%) MCITP
7 1 (0.74%) MCP
7 1 (0.74%) MCSD
7 1 (0.74%) MCDBA
7 1 (0.74%) Microsoft Certification
Quality Assurance & Compliance
1 5 (3.70%) Data Quality
2 2 (1.48%) Basel II
2 2 (1.48%) Solvency II
3 1 (0.74%) SLA
3 1 (0.74%) QA
System Software
1 5 (3.70%) vSphere
1 5 (3.70%) KVM
2 1 (0.74%) VMware ESX
2 1 (0.74%) VMware Infrastructure
Systems Management
1 5 (3.70%) WSUS
1 5 (3.70%) Puppet
2 1 (0.74%) Nagios
Vendors
1 42 (31.11%) Oracle
2 26 (19.26%) Microsoft
3 22 (16.30%) Tableau
4 13 (9.63%) Netezza
4 13 (9.63%) SAP
4 13 (9.63%) MicroStrategy
5 11 (8.15%) Teradata
6 10 (7.41%) Informatica
6 10 (7.41%) Cognos
6 10 (7.41%) Business Objects
7 9 (6.67%) IBM
7 9 (6.67%) Google
8 8 (5.93%) DataFlux
8 8 (5.93%) Ab Initio
9 5 (3.70%) Cisco
9 5 (3.70%) F5
9 5 (3.70%) Splunk
9 5 (3.70%) Omniture
10 4 (2.96%) Vertica
10 4 (2.96%) Hyperion
City, London
Deerfoot IT Resources Ltd
Salary: £75000 - £90000 per annum + Bonus + car allowance
Posted: 13 hours ago
City of London
Huxley Banking & Financial Services
Salary: £60000 - £63000 per annum + competitive bonus + pension + healthcare
Posted: Yesterday
City, London
Progressive
Salary: competitive
Posted: Yesterday
City, London
SEC Recruitment Limited
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £35k - £60k plus benefits.
Posted: Yesterday
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 2 days ago
City, London
Senitor Associates
Posted: 2 days ago
City of London
Real Staffing
Salary: £75000 - £85000 per annum + competitive benefits
Posted: 2 days ago
City, London
Harrington Starr
Salary: £85000 - £100000 per annum + Bonus, Benefits and Training
Posted: 3 days ago
City, London
Intelletec
Salary: From £45,000 to £75,000 per annum
Posted: 3 days ago
City, London
Betting Appointments
Salary: £35000 - £45000 per annum + excellent bonus scheme
Posted: 3 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £75000 - £85000 per annum + Bonus + car allowance
Posted: 3 days ago
City, London
Careerwise UK Limited
Salary: £50000 - £75000 per annum + package
Posted: 3 days ago
City, London
Executive Recruitment Services (ERS)
Salary: £75000 - £85000 per annum
Posted: 3 days ago
City, London
Understanding Recruitment
Salary: £32000 - £35000 per annum + Execllent Benefits
Posted: 4 days ago
City, London
Senitor Associates
Salary: £35000 - £45000 per annum + Excellent Benefits
Posted: 4 days ago
City of London
Progressive Recruitment
Salary: £50000 - £60000 per annum + competitive
Posted: 4 days ago
City of London
Venturi
Salary: £50000 - £75000.00 per annum + full bens
Posted: 7 days ago
City of London
Deerfoot IT
Salary: £60000 - £70000 per annum + banking bonus + bens
Posted: 7 days ago
City of London
Progressive Recruitment
Salary: £45000 - £50000 per annum + competitive
Posted: 7 days ago