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 6 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
6 May 2015
Same period 2014 Same period 2013
Data Mining
Rank 255 218 212
Rank change year-on-year
-37 -6
Permanent jobs citing Data Mining 56 128 103
As % of all permanent IT jobs located in the City of London 0.54% 1.02% 0.88%
As % of the Database & Business Intelligence category 1.86% 3.46% 3.21%
Number of salaries quoted 54 101 92
Average salary £55,000 £62,500 £56,250
Average salary % change year-on-year
-12.00% +11.11%
90% offered a salary of more than £40,000 £36,500 £37,500
10% offered a salary of more than £73,500 £80,000 £80,000
UK excluding London average salary £42,500 £42,500 £38,000
% change year-on-year
- +11.84%
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
3014 3703 3211
As % of all permanent IT jobs located in the City of London 29.04% 29.56% 27.32%
Number of salaries quoted 2617 3212 2847
Average salary £55,000 £52,500 £52,500
Average salary % change year-on-year
+4.76% -
90% offered a salary of more than £40,000 £37,500 £35,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London average salary £41,250 £40,000 £39,000
% change year-on-year
+3.12% +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 6 May 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 6 May 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 71 (53.79%) SQL
2 55 (41.67%) Analytics
3 51 (38.64%) Finance
4 49 (37.12%) Analytical Skills
5 45 (34.09%) Business Intelligence
6 43 (32.58%) Data Analysis
7 40 (30.30%) SQL Server
8 38 (28.79%) Data Modelling
9 37 (28.03%) MS Excel
10 35 (26.52%) Data Warehouse
11 33 (25.00%) Microsoft
11 33 (25.00%) Big Data
12 31 (23.48%) Oracle
13 28 (21.21%) Python
14 27 (20.45%) SPSS
14 27 (20.45%) Degree
15 25 (18.94%) Mathematics
15 25 (18.94%) SQL Server Integration Services
15 25 (18.94%) SAS
16 24 (18.18%) ETL
17 22 (16.67%) Hadoop
18 21 (15.91%) Visualisation
18 21 (15.91%) Statistics
18 21 (15.91%) Agile Software Development
18 21 (15.91%) MS Office
19 20 (15.15%) Banking
19 20 (15.15%) Computer Science
20 17 (12.88%) SQL Server Analysis Services
21 16 (12.12%) Data Management
21 16 (12.12%) C#

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

For the 6 months to 6 May 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 25 (18.94%) SAS
2 8 (6.06%) Apache Spark
3 5 (3.79%) Elasticsearch
4 4 (3.03%) SharePoint
4 4 (3.03%) Oracle Coherence
5 1 (0.76%) Apache Pig
5 1 (0.76%) SharePoint 2013
5 1 (0.76%) Apache
Applications
1 37 (28.03%) MS Excel
2 27 (20.45%) SPSS
3 21 (15.91%) MS Office
4 5 (3.79%) MS PowerPoint
4 5 (3.79%) MS Visio
5 3 (2.27%) PowerPivot
Business Applications
1 6 (4.55%) Oracle Applications
2 2 (1.52%) Unica
2 2 (1.52%) Eagle PACE
2 2 (1.52%) Markit EDM
3 1 (0.76%) RiskWrite
3 1 (0.76%) WebTrends
Cloud Services
1 9 (6.82%) Amazon AWS
2 8 (6.06%) Microsoft Azure
3 7 (5.30%) Amazon SQS
4 6 (4.55%) Google Analytics
5 1 (0.76%) SaaS
5 1 (0.76%) Adobe Analytics
Communications & Networking
1 2 (1.52%) WAN
1 2 (1.52%) Firewall
2 1 (0.76%) TCP/IP
Database & Business Intelligence
1 40 (30.30%) SQL Server
2 35 (26.52%) Data Warehouse
3 33 (25.00%) Big Data
4 25 (18.94%) SQL Server Integration Services
5 22 (16.67%) Hadoop
6 17 (12.88%) SQL Server Analysis Services
7 15 (11.36%) OLAP
8 14 (10.61%) NoSQL
9 13 (9.85%) SQL Server Reporting Services
9 13 (9.85%) Oracle Database
10 12 (9.09%) MongoDB
11 10 (7.58%) QlikView
12 9 (6.82%) Oracle OLAP
12 9 (6.82%) Relational Database
13 7 (5.30%) Amazon DynamoDB
14 6 (4.55%) Oracle Database 12c
14 6 (4.55%) Oracle Database 11g
14 6 (4.55%) OLTP
14 6 (4.55%) RDBMS
15 5 (3.79%) Oracle BI EE
Development Applications
1 2 (1.52%) Visual Studio
1 2 (1.52%) Team Foundation Server
General
1 51 (38.64%) Finance
2 20 (15.15%) Banking
3 13 (9.85%) Marketing
4 11 (8.33%) Legal
5 6 (4.55%) Telecoms
6 4 (3.03%) Billing
7 3 (2.27%) Retail
7 3 (2.27%) Publishing
7 3 (2.27%) Financial Institution
8 1 (0.76%) Electronics
8 1 (0.76%) Law
8 1 (0.76%) Manufacturing
8 1 (0.76%) Advertising
8 1 (0.76%) Investment Banking
Job Titles
1 60 (45.45%) Analyst
2 23 (17.42%) Data Analyst
3 21 (15.91%) Developer
4 16 (12.12%) Data Scientist
5 14 (10.61%) Architect
6 10 (7.58%) Business Analyst
7 7 (5.30%) Senior Developer
7 7 (5.30%) Technical Analyst
8 6 (4.55%) Senior Analyst
8 6 (4.55%) Oracle Developer
8 6 (4.55%) Technical Business Analyst
8 6 (4.55%) Business Intelligence Architect
8 6 (4.55%) Insight Analyst
9 5 (3.79%) Senior Oracle Developer
9 5 (3.79%) Business Intelligence Developer
9 5 (3.79%) Consultant
9 5 (3.79%) Data Architect
10 4 (3.03%) Solutions Architect
10 4 (3.03%) Support Analyst
10 4 (3.03%) Python Developer
Libraries, Frameworks & Software Standards
1 15 (11.36%) .NET
2 8 (6.06%) Pandas
3 7 (5.30%) MDX
3 7 (5.30%) Reactive Extensions
3 7 (5.30%) Task Parallel Library
3 7 (5.30%) MSMQ
3 7 (5.30%) RESTful
4 4 (3.03%) scikit-learn
5 3 (2.27%) D3.js
5 3 (2.27%) HTML
6 2 (1.52%) Middleware
6 2 (1.52%) ASP.NET
6 2 (1.52%) WinForms
7 1 (0.76%) Spring
7 1 (0.76%) Ajax
7 1 (0.76%) JSON
7 1 (0.76%) SciPy
7 1 (0.76%) NumPy
7 1 (0.76%) Natural Language Processing
7 1 (0.76%) CSS
Miscellaneous
1 49 (37.12%) Analytical Skills
2 25 (18.94%) Mathematics
3 21 (15.91%) Statistics
3 21 (15.91%) Visualisation
4 20 (15.15%) Computer Science
5 12 (9.09%) Algorithms
5 12 (9.09%) User Experience
6 5 (3.79%) Data Extraction
6 5 (3.79%) Data Integration
7 4 (3.03%) Open Source
7 4 (3.03%) Applied Mathematics
7 4 (3.03%) Economics
8 3 (2.27%) Physics
8 3 (2.27%) Replication
8 3 (2.27%) Artificial Intelligence
8 3 (2.27%) Neural Network
8 3 (2.27%) Data Conversion
8 3 (2.27%) Data Structures
9 2 (1.52%) GIS
10 1 (0.76%) Management Information System
Operating Systems
1 15 (11.36%) Windows
2 11 (8.33%) Linux
3 8 (6.06%) UNIX
4 1 (0.76%) Android
Processes & Methodologies
1 55 (41.67%) Analytics
2 45 (34.09%) Business Intelligence
3 43 (32.58%) Data Analysis
4 38 (28.79%) Data Modelling
5 24 (18.18%) ETL
6 21 (15.91%) Agile Software Development
7 16 (12.12%) Data Management
8 15 (11.36%) Data Architecture
8 15 (11.36%) Machine Learning
9 14 (10.61%) Regression Analysis
9 14 (10.61%) Customer Engagement
9 14 (10.61%) Cluster Analysis
10 11 (8.33%) Business Analysis
10 11 (8.33%) Web Analytics
10 11 (8.33%) Big Data Analytics
11 10 (7.58%) Data Analytics
11 10 (7.58%) Predictive Analytics
12 8 (6.06%) Statistical Analysis
12 8 (6.06%) TDD
12 8 (6.06%) Stakeholder Management
Programming Languages
1 71 (53.79%) SQL
2 28 (21.21%) Python
3 16 (12.12%) C#
4 15 (11.36%) Java
4 15 (11.36%) R
5 11 (8.33%) PL/SQL
6 8 (6.06%) F#
7 7 (5.30%) Scala
7 7 (5.30%) Ruby
7 7 (5.30%) PowerShell
7 7 (5.30%) C
8 6 (4.55%) JavaScript
8 6 (4.55%) C++
9 5 (3.79%) T-SQL
10 4 (3.03%) MATLAB
10 4 (3.03%) VBA
11 1 (0.76%) VB
11 1 (0.76%) VB.NET
11 1 (0.76%) PHP
Qualifications
1 27 (20.45%) Degree
2 9 (6.82%) PhD
3 6 (4.55%) ISEB
3 6 (4.55%) OCP
3 6 (4.55%) Oracle Certification
4 4 (3.03%) NVQ Level 3
5 3 (2.27%) CISA
6 2 (1.52%) Microsoft Certification
6 2 (1.52%) MCSA
7 1 (0.76%) VMware Certified Professional (VCP)
7 1 (0.76%) VCDX
7 1 (0.76%) VCAP
Quality Assurance & Compliance
1 6 (4.55%) Basel II
1 6 (4.55%) Solvency II
2 3 (2.27%) Data Quality
2 3 (2.27%) QA
3 1 (0.76%) SLA
3 1 (0.76%) MiFID
3 1 (0.76%) Dodd-Frank
System Software
1 1 (0.76%) Active Directory
1 1 (0.76%) VMware Infrastructure
1 1 (0.76%) Hyper-V
1 1 (0.76%) XenServer
1 1 (0.76%) vSphere
1 1 (0.76%) vCloud
1 1 (0.76%) Apache Flume
Vendors
1 33 (25.00%) Microsoft
2 31 (23.48%) Oracle
3 16 (12.12%) Tableau
4 9 (6.82%) Business Objects
5 7 (5.30%) SAP
6 6 (4.55%) Informatica
6 6 (4.55%) MicroStrategy
6 6 (4.55%) Omniture
6 6 (4.55%) Google
6 6 (4.55%) Teradata
7 5 (3.79%) Netezza
8 4 (3.03%) IBM
8 4 (3.03%) Cognos
9 3 (2.27%) Cisco
9 3 (2.27%) Ab Initio
9 3 (2.27%) DataFlux
10 2 (1.52%) Polycom
10 2 (1.52%) Aruba
10 2 (1.52%) Cloudera
10 2 (1.52%) BT
City, London
Aston Carter
Salary: £45000 - £70000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £30000 - £40000 per annum
Posted: 2 days ago
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Salary: £60000 - £75000 per annum, Benefits Bonus
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City, London
Venturi
Salary: £62000 - £68000 per annum + full bens
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Churchill Frank
Salary: £55 - £56 per annum
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Salary: Excellent Salary & Benefits
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Salary: £70000 - £71000 per annum
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