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 8 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
8 Feb 2016
Same period 2015 Same period 2014
Data Mining
Rank 194 241 250
Rank change year-on-year
+47 +9
Permanent jobs citing Data Mining 65 77 71
As % of all permanent IT jobs located in the City of London 0.97% 0.74% 0.69%
As % of the Database & Business Intelligence category 3.26% 2.76% 2.47%
Number of salaries quoted 54 73 63
Average salary £56,250 £52,500 £51,250
Average salary % change year-on-year
+7.14% +2.43%
90% offered a salary of more than £45,000 £28,000 £30,900
10% offered a salary of more than £82,500 £70,000 £74,000
UK excluding London average salary £47,000 £42,500 £37,500
% change year-on-year
+10.58% +13.33%
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
1996 2788 2873
As % of all permanent IT jobs located in the City of London 29.80% 26.80% 27.89%
Number of salaries quoted 1767 2515 2515
Average salary £55,000 £55,000 £55,000
90% offered a salary of more than £40,000 £37,500 £35,000
10% offered a salary of more than £80,000 £77,500 £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 8 February 2016.

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 8 February 2016, 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 (55.36%) SQL
2 53 (47.32%) Finance
3 47 (41.96%) Data Warehouse
4 46 (41.07%) Business Intelligence
5 43 (38.39%) Analytics
6 42 (37.50%) Data Analysis
7 39 (34.82%) MS Excel
7 39 (34.82%) Analytical Skills
8 38 (33.93%) Big Data
8 38 (33.93%) SQL Server Reporting Services
9 36 (32.14%) SQL Server
10 29 (25.89%) Microsoft
11 26 (23.21%) SQL Server Integration Services
11 26 (23.21%) SQL Server Analysis Services
12 25 (22.32%) Degree
13 24 (21.43%) Hadoop
13 24 (21.43%) Data Modelling
14 23 (20.54%) Data Quality
15 22 (19.64%) R
15 22 (19.64%) Retail
15 22 (19.64%) Data Management
16 21 (18.75%) Computer Science
17 20 (17.86%) Python
18 19 (16.96%) Java
18 19 (16.96%) ETL
19 17 (15.18%) Oracle
19 17 (15.18%) Banking
19 17 (15.18%) Agile Software Development
20 16 (14.29%) QlikView
20 16 (14.29%) Machine Learning

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

For the 6 months to 8 February 2016, 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 14 (12.50%) SAS
2 5 (4.46%) Apache Pig
2 5 (4.46%) Apache Spark
3 3 (2.68%) Tomcat
4 1 (0.89%) Apache Solr
4 1 (0.89%) Elasticsearch
4 1 (0.89%) FileNet
4 1 (0.89%) OpenStack
4 1 (0.89%) SharePoint
Applications
1 39 (34.82%) MS Excel
2 12 (10.71%) SPSS
3 6 (5.36%) MS Office
4 2 (1.79%) S-PLUS
5 1 (0.89%) EViews
5 1 (0.89%) MS Visio
5 1 (0.89%) Stata
Business Applications
1 3 (2.68%) Oracle Payables
2 1 (0.89%) Adobe Campaign
2 1 (0.89%) FastStats
2 1 (0.89%) HFM
2 1 (0.89%) Hyperion Planning
2 1 (0.89%) Misys Equation
2 1 (0.89%) Oracle EBS
2 1 (0.89%) Unica
Cloud Services
1 3 (2.68%) Google Analytics
2 2 (1.79%) Amazon AWS
2 2 (1.79%) Cloud Computing
2 2 (1.79%) SaaS
Communications & Networking
1 1 (0.89%) DNS
1 1 (0.89%) HTTPS
1 1 (0.89%) LDAP
1 1 (0.89%) SMS
1 1 (0.89%) TACACS
1 1 (0.89%) TCP/IP
1 1 (0.89%) VLAN
Database & Business Intelligence
1 47 (41.96%) Data Warehouse
2 38 (33.93%) Big Data
2 38 (33.93%) SQL Server Reporting Services
3 36 (32.14%) SQL Server
4 26 (23.21%) SQL Server Analysis Services
4 26 (23.21%) SQL Server Integration Services
5 24 (21.43%) Hadoop
6 16 (14.29%) QlikView
7 14 (12.50%) Data Mart
8 13 (11.61%) SQL Server 2008
9 12 (10.71%) Apache Hive
9 12 (10.71%) OLAP
10 10 (8.93%) BusinessObjects
10 10 (8.93%) Power BI
10 10 (8.93%) SQL Server 2012
11 5 (4.46%) HBase
11 5 (4.46%) NoSQL
11 5 (4.46%) Oracle Database
11 5 (4.46%) Spotfire
12 4 (3.57%) Oracle Database 11g
Development Applications
1 6 (5.36%) Eclipse
2 2 (1.79%) JIRA
3 1 (0.89%) Jenkins
General
1 53 (47.32%) Finance
2 22 (19.64%) Retail
3 17 (15.18%) Banking
4 14 (12.50%) Marketing
5 11 (9.82%) Pharmaceutical
6 10 (8.93%) Telecoms
7 9 (8.04%) Automotive
7 9 (8.04%) Law
8 8 (7.14%) Legal
9 7 (6.25%) Back Office
9 7 (6.25%) Front Office
9 7 (6.25%) Games
10 5 (4.46%) Financial Institution
11 4 (3.57%) Investment Banking
12 2 (1.79%) Advertising
13 1 (0.89%) Online Betting
13 1 (0.89%) Publishing
Job Titles
1 43 (38.39%) Analyst
2 29 (25.89%) Data Analyst
3 14 (12.50%) Consultant
3 14 (12.50%) Developer
4 9 (8.04%) Architect
4 9 (8.04%) Financial Analyst
5 8 (7.14%) Systems Analyst
5 8 (7.14%) Technical Consultant
6 7 (6.25%) Business Intelligence Developer
6 7 (6.25%) Data Scientist
6 7 (6.25%) Finance Systems Analyst
7 6 (5.36%) Solutions Analyst
7 6 (5.36%) SQL Analyst
8 5 (4.46%) Business Intelligence Manager
8 5 (4.46%) Development Analyst
8 5 (4.46%) Enterprise Architect
8 5 (4.46%) Systems Development Analyst
9 4 (3.57%) Business Intelligence Consultant
9 4 (3.57%) Data Architect
9 4 (3.57%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 10 (8.93%) .NET
2 8 (7.14%) MDX
3 7 (6.25%) Natural Language Processing
4 4 (3.57%) Spring
5 3 (2.68%) J2EE
6 1 (0.89%) ADO.NET
6 1 (0.89%) Entity Framework
6 1 (0.89%) Kafka
6 1 (0.89%) Matplotlib
6 1 (0.89%) NumPy
6 1 (0.89%) Pandas
6 1 (0.89%) Web Services
6 1 (0.89%) XML
Miscellaneous
1 39 (34.82%) Analytical Skills
2 21 (18.75%) Computer Science
3 13 (11.61%) Mathematics
4 11 (9.82%) Statistics
5 10 (8.93%) Physics
5 10 (8.93%) Reinsurance
6 9 (8.04%) Data Integration
6 9 (8.04%) Visualisation
7 8 (7.14%) Biology
7 8 (7.14%) Reference Data
8 7 (6.25%) Algorithms
9 5 (4.46%) Data Extraction
9 5 (4.46%) Data Structures
10 3 (2.68%) Clustering
10 3 (2.68%) Management Information System
11 2 (1.79%) Data Conversion
11 2 (1.79%) e-Learning
11 2 (1.79%) Foreign Exchange (FX)
11 2 (1.79%) Mobile Payment
11 2 (1.79%) Online Games
Operating Systems
1 4 (3.57%) Linux
2 2 (1.79%) Unix
2 2 (1.79%) Windows
Processes & Methodologies
1 46 (41.07%) Business Intelligence
2 43 (38.39%) Analytics
3 42 (37.50%) Data Analysis
4 24 (21.43%) Data Modelling
5 22 (19.64%) Data Management
6 19 (16.96%) ETL
7 17 (15.18%) Agile Software Development
8 16 (14.29%) Machine Learning
9 12 (10.71%) Information Management
10 11 (9.82%) Data Governance
11 10 (8.93%) Data Architecture
11 10 (8.93%) Project Management
12 9 (8.04%) BCP
12 9 (8.04%) Data Security
13 7 (6.25%) Asset Management
13 7 (6.25%) CRM
13 7 (6.25%) Fund Management
13 7 (6.25%) Portfolio Management
14 6 (5.36%) Big Data Analytics
14 6 (5.36%) Data Visualisation
Programming Languages
1 62 (55.36%) SQL
2 22 (19.64%) R
3 20 (17.86%) Python
4 19 (16.96%) Java
5 10 (8.93%) T-SQL
6 8 (7.14%) C#
7 7 (6.25%) C
7 7 (6.25%) C++
8 4 (3.57%) MATLAB
8 4 (3.57%) Ruby
9 3 (2.68%) JavaScript
9 3 (2.68%) PL/SQL
10 1 (0.89%) Bash Shell
10 1 (0.89%) Perl
10 1 (0.89%) PowerShell
10 1 (0.89%) RPG
10 1 (0.89%) Scala
10 1 (0.89%) Shell Script
10 1 (0.89%) VBA
Qualifications
1 25 (22.32%) Degree
2 13 (11.61%) PhD
3 1 (0.89%) CCNA
3 1 (0.89%) CEH
3 1 (0.89%) Cisco Certification
3 1 (0.89%) ECSA
3 1 (0.89%) ISEB
3 1 (0.89%) SC Cleared
3 1 (0.89%) Security Cleared
Quality Assurance & Compliance
1 23 (20.54%) Data Quality
2 2 (1.79%) QA
System Software
1 1 (0.89%) Active Directory
1 1 (0.89%) KVM
1 1 (0.89%) vSphere
Systems Management
1 2 (1.79%) Puppet
2 1 (0.89%) EMC NetWorker
2 1 (0.89%) Hadoop YARN
2 1 (0.89%) Opscode Chef
Vendors
1 29 (25.89%) Microsoft
2 17 (15.18%) Oracle
3 14 (12.50%) Tableau
4 7 (6.25%) IBM
5 6 (5.36%) Cognos
5 6 (5.36%) SAP
6 4 (3.57%) Google
7 2 (1.79%) Atlassian
7 2 (1.79%) Hyperion
7 2 (1.79%) Informatica
7 2 (1.79%) MicroStrategy
8 1 (0.89%) Ab Initio
8 1 (0.89%) Avaya
8 1 (0.89%) Cisco
8 1 (0.89%) Endeca
8 1 (0.89%) hybris
8 1 (0.89%) Mapinfo
8 1 (0.89%) Misys
8 1 (0.89%) Netezza
8 1 (0.89%) Teradata
City, London
Venturi
Salary: £50000 - £65000 per annum + FULL BENS
Posted: 3 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £45000 - £70000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £35k - £60k plus attractive benefits and extensive career progression
Posted: 5 days ago
City, London
Informatiq Consulting
Salary: £45000 - £55000 per annum + bens
Posted: 5 days ago
City, London
Burns Sheehan
Salary: £60000 - £90000 per annum
Posted: 5 days ago
City, London
Informatiq Consulting
Salary: £35000 - £40000 per annum + bens
Posted: 5 days ago
City of London
Churchill Frank International
Salary: £55000 - £70000 per annum + Bonus + Benefits
Posted: 5 days ago
City, London
Oxbridge Answers
Salary: 35000 - 40000
Posted: 6 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £75000 - £85000 per annum + banking bonus + bens
Posted: 11 days ago
City of London
Churchill Frank International
Salary: £55000 - £65000 per annum + Benefits
Posted: 14 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 17 days ago
City of London
Nigel Frank International Ltd
Salary: £30 per annum
Posted: 20 days ago
City of London
Churchill Frank International
Salary: £50000 - £60000 per annum + Benefits
Posted: 20 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 24 days ago
City of London
Talent Point
Salary: £40000.00 - £50000.00 per annum
Posted: 24 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £75000 - £90000 per annum + Bonus + car allowance
Posted: 27 days ago