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

Location
3 months to
26 May 2015
Same period 2014 Same period 2013
Data Mining
Rank 252 221 235
Rank change year-on-year
-31 +14
Permanent jobs citing Data Mining 49 132 99
As % of all permanent IT jobs located in the City of London 0.49% 1.04% 0.85%
As % of the Database & Business Intelligence category 1.66% 3.45% 3.23%
Number of salaries quoted 46 105 84
Average salary £54,500 £65,000 £52,500
Average salary % change year-on-year
-16.15% +23.80%
90% offered a salary of more than £40,000 £40,000 £35,750
10% offered a salary of more than £70,000 £80,000 £77,500
UK excluding London average salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%
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
2953 3821 3069
As % of all permanent IT jobs located in the City of London 29.44% 30.04% 26.45%
Number of salaries quoted 2567 3328 2694
Average salary £57,500 £52,500 £52,500
Average salary % change year-on-year
+9.52% -
90% offered a salary of more than £40,000 £37,500 £35,000
10% offered a salary of more than £75,000 £72,500 £77,500
UK excluding London average salary £41,500 £40,000 £38,500
% change year-on-year
+3.75% +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 26 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 26 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 62 (50.82%) SQL
2 53 (43.44%) Analytics
3 49 (40.16%) Analytical Skills
4 47 (38.52%) Finance
4 47 (38.52%) Business Intelligence
5 41 (33.61%) SQL Server
6 37 (30.33%) MS Excel
7 36 (29.51%) Data Analysis
8 35 (28.69%) Big Data
9 34 (27.87%) Data Modelling
9 34 (27.87%) Data Warehouse
10 32 (26.23%) Microsoft
11 30 (24.59%) Oracle
12 28 (22.95%) Degree
13 26 (21.31%) Python
13 26 (21.31%) SAS
14 25 (20.49%) ETL
15 24 (19.67%) SPSS
15 24 (19.67%) Hadoop
16 23 (18.85%) Mathematics
17 21 (17.21%) SQL Server Integration Services
18 19 (15.57%) MS Office
18 19 (15.57%) Statistics
18 19 (15.57%) Data Management
18 19 (15.57%) Computer Science
19 18 (14.75%) Banking
19 18 (14.75%) Agile Software Development
20 16 (13.11%) OLAP
20 16 (13.11%) Visualisation
20 16 (13.11%) R

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

For the 6 months to 26 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 26 (21.31%) SAS
2 6 (4.92%) Apache Spark
3 5 (4.10%) Elasticsearch
4 3 (2.46%) SharePoint
4 3 (2.46%) Oracle Coherence
5 1 (0.82%) OpenStack
5 1 (0.82%) Apache Pig
5 1 (0.82%) Apache
Applications
1 37 (30.33%) MS Excel
2 24 (19.67%) SPSS
3 19 (15.57%) MS Office
4 6 (4.92%) MS Visio
5 5 (4.10%) MS PowerPoint
6 3 (2.46%) PowerPivot
Business Applications
1 6 (4.92%) Oracle Applications
2 2 (1.64%) Unica
2 2 (1.64%) Eagle PACE
2 2 (1.64%) Markit EDM
3 1 (0.82%) RiskWrite
3 1 (0.82%) Hyperion Planning
3 1 (0.82%) HFM
3 1 (0.82%) WebTrends
3 1 (0.82%) Oracle EBS
Cloud Services
1 8 (6.56%) Amazon AWS
2 6 (4.92%) Google Analytics
2 6 (4.92%) Microsoft Azure
3 5 (4.10%) Amazon SQS
4 1 (0.82%) Adobe Analytics
4 1 (0.82%) SaaS
Communications & Networking
1 2 (1.64%) WAN
1 2 (1.64%) TCP/IP
1 2 (1.64%) Firewall
2 1 (0.82%) VLAN
2 1 (0.82%) Network Security
2 1 (0.82%) Fibre Channel
2 1 (0.82%) Cisco Nexus
2 1 (0.82%) DNS
2 1 (0.82%) HTTPS
2 1 (0.82%) SAN
2 1 (0.82%) TACACS
2 1 (0.82%) LDAP
Database & Business Intelligence
1 41 (33.61%) SQL Server
2 35 (28.69%) Big Data
3 34 (27.87%) Data Warehouse
4 24 (19.67%) Hadoop
5 21 (17.21%) SQL Server Integration Services
6 16 (13.11%) OLAP
7 13 (10.66%) SQL Server Analysis Services
8 12 (9.84%) Oracle OLAP
8 12 (9.84%) NoSQL
9 11 (9.02%) MongoDB
9 11 (9.02%) Oracle Database
10 10 (8.20%) QlikView
10 10 (8.20%) SQL Server Reporting Services
11 8 (6.56%) Oracle BI EE
11 8 (6.56%) Relational Database
12 7 (5.74%) Oracle Database 12c
12 7 (5.74%) Oracle Database 11g
13 6 (4.92%) OLTP
13 6 (4.92%) RDBMS
14 5 (4.10%) BusinessObjects
Development Applications
1 1 (0.82%) Subversion
1 1 (0.82%) Git (software)
General
1 47 (38.52%) Finance
2 18 (14.75%) Banking
3 14 (11.48%) Marketing
4 11 (9.02%) Legal
5 4 (3.28%) Billing
6 3 (2.46%) Retail
6 3 (2.46%) Financial Institution
7 2 (1.64%) Telecoms
8 1 (0.82%) Investment Banking
8 1 (0.82%) Electronics
8 1 (0.82%) Law
8 1 (0.82%) Advertising
8 1 (0.82%) Publishing
Job Titles
1 52 (42.62%) Analyst
2 20 (16.39%) Data Analyst
3 17 (13.93%) Developer
4 15 (12.30%) Architect
4 15 (12.30%) Data Scientist
5 10 (8.20%) Business Analyst
6 8 (6.56%) Consultant
7 7 (5.74%) Senior Developer
7 7 (5.74%) Insight Analyst
8 6 (4.92%) Business Intelligence Architect
8 6 (4.92%) Senior Analyst
8 6 (4.92%) Technical Business Analyst
8 6 (4.92%) Oracle Developer
8 6 (4.92%) Business Intelligence Consultant
8 6 (4.92%) Technical Analyst
9 5 (4.10%) Solutions Architect
9 5 (4.10%) Data Architect
9 5 (4.10%) Senior Oracle Developer
10 4 (3.28%) Python Developer
11 3 (2.46%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 11 (9.02%) .NET
2 7 (5.74%) Pandas
3 5 (4.10%) Reactive Extensions
3 5 (4.10%) Task Parallel Library
3 5 (4.10%) MSMQ
3 5 (4.10%) RESTful
4 4 (3.28%) MDX
4 4 (3.28%) scikit-learn
5 3 (2.46%) D3.js
5 3 (2.46%) HTML
6 2 (1.64%) Middleware
6 2 (1.64%) ASP.NET
6 2 (1.64%) WinForms
7 1 (0.82%) Spring
7 1 (0.82%) Ajax
7 1 (0.82%) JSON
7 1 (0.82%) Spring MVC
7 1 (0.82%) LINQ
7 1 (0.82%) Natural Language Processing
7 1 (0.82%) CSS
Miscellaneous
1 49 (40.16%) Analytical Skills
2 23 (18.85%) Mathematics
3 19 (15.57%) Computer Science
3 19 (15.57%) Statistics
4 16 (13.11%) Visualisation
5 10 (8.20%) Algorithms
6 7 (5.74%) Data Integration
6 7 (5.74%) User Experience
7 5 (4.10%) Data Extraction
7 5 (4.10%) Data Centre
8 4 (3.28%) Data Conversion
8 4 (3.28%) Data Structures
8 4 (3.28%) Applied Mathematics
8 4 (3.28%) Economics
9 3 (2.46%) Replication
9 3 (2.46%) Artificial Intelligence
9 3 (2.46%) Physics
9 3 (2.46%) Social Media
10 2 (1.64%) GIS
10 2 (1.64%) Management Information System
Operating Systems
1 14 (11.48%) Windows
2 12 (9.84%) Linux
3 5 (4.10%) UNIX
4 1 (0.82%) Android
Processes & Methodologies
1 53 (43.44%) Analytics
2 47 (38.52%) Business Intelligence
3 36 (29.51%) Data Analysis
4 34 (27.87%) Data Modelling
5 25 (20.49%) ETL
6 19 (15.57%) Data Management
7 18 (14.75%) Agile Software Development
8 15 (12.30%) Data Architecture
9 13 (10.66%) Cluster Analysis
9 13 (10.66%) Customer Engagement
9 13 (10.66%) Machine Learning
10 12 (9.84%) Regression Analysis
10 12 (9.84%) Business Analysis
11 10 (8.20%) Predictive Analytics
11 10 (8.20%) Master Data Management
12 9 (7.38%) Big Data Analytics
12 9 (7.38%) Web Analytics
12 9 (7.38%) Stakeholder Management
13 8 (6.56%) Data Visualisation
13 8 (6.56%) Database Security
Programming Languages
1 62 (50.82%) SQL
2 26 (21.31%) Python
3 16 (13.11%) R
4 14 (11.48%) C#
5 13 (10.66%) Java
6 11 (9.02%) PL/SQL
7 7 (5.74%) C
8 6 (4.92%) C++
8 6 (4.92%) Ruby
8 6 (4.92%) PowerShell
8 6 (4.92%) F#
9 5 (4.10%) Scala
9 5 (4.10%) JavaScript
9 5 (4.10%) T-SQL
10 4 (3.28%) VBA
10 4 (3.28%) MATLAB
11 1 (0.82%) Bash Shell
11 1 (0.82%) VB.NET
Qualifications
1 28 (22.95%) Degree
2 9 (7.38%) PhD
3 6 (4.92%) ISEB
3 6 (4.92%) OCP
3 6 (4.92%) Oracle Certification
4 4 (3.28%) NVQ Level 3
5 3 (2.46%) CISA
6 1 (0.82%) CEH
6 1 (0.82%) VMware Certified Professional (VCP)
6 1 (0.82%) Cisco Certification
6 1 (0.82%) CCNA
6 1 (0.82%) VCDX
6 1 (0.82%) VCAP
Quality Assurance & Compliance
1 6 (4.92%) Basel II
1 6 (4.92%) Solvency II
2 4 (3.28%) Data Quality
3 2 (1.64%) QA
4 1 (0.82%) SLA
4 1 (0.82%) MiFID
4 1 (0.82%) Dodd-Frank
System Software
1 2 (1.64%) vSphere
2 1 (0.82%) vCloud
2 1 (0.82%) Apache Flume
2 1 (0.82%) KVM
2 1 (0.82%) Active Directory
2 1 (0.82%) VMware Infrastructure
2 1 (0.82%) Hyper-V
2 1 (0.82%) XenServer
Systems Management
1 1 (0.82%) WSUS
1 1 (0.82%) Puppet
Vendors
1 32 (26.23%) Microsoft
2 30 (24.59%) Oracle
3 16 (13.11%) Tableau
4 11 (9.02%) Business Objects
5 9 (7.38%) SAP
6 8 (6.56%) Informatica
6 8 (6.56%) MicroStrategy
6 8 (6.56%) Teradata
7 7 (5.74%) Netezza
8 6 (4.92%) Omniture
8 6 (4.92%) Google
8 6 (4.92%) IBM
8 6 (4.92%) Cognos
9 5 (4.10%) Ab Initio
9 5 (4.10%) DataFlux
10 4 (3.28%) Cisco
11 2 (1.64%) Avaya
11 2 (1.64%) Juniper
11 2 (1.64%) BT
11 2 (1.64%) CheckPoint
City, London
Capgemini
Salary: £1 per annum + competitive + excellent benefits
Posted: 12 hours ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £40000 per annum
Posted: 13 hours ago
City, London
Triple Seven
Salary: £25000 - £28000 per annum
Posted: 16 hours ago
City, London
TEKsystems
Salary: £60000 - £100000 per annum + bonus
Posted: 2 days ago
City, London
Triple Seven
Salary: £40000 - £45000 per annum
Posted: 4 days ago
City, London
Stott & May
Salary: £60000 - £70000 Per Annum + excellent benefits
Posted: 5 days ago
City, London
Henderson Drake
Salary: From £57,000 to £70,000 per annum Bonus + Pension + Insurance + Dental
Posted: 5 days ago
City, London
McGregor Boyall
Salary: £30000 - £40000 per annum
Posted: 5 days ago
City, London
Triple Seven
Salary: £25000 - £28000 per annum
Posted: 5 days ago
City, London
Venturi
Salary: £50000 - £65000 per annum + full bens
Posted: 6 days ago
City of London
Venturi
Salary: £65000.00 - £85000.00 per annum + bonus + benefits
Posted: 18 days ago
City of London
Venturi
Salary: £62000 - £68000 per annum + full bens
Posted: 24 days ago
City of London
Churchill Frank
Salary: £55 - £56 per annum
Posted: 25 days ago