The table below looks at the statistics for Data Mining skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 7 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
7 Dec 2016
Same period 2015 Same period 2014
Data Mining
Rank 428 388 414
Rank change year-on-year
-40 +26
Permanent jobs citing Data Mining 172 295 267
As % of all permanent IT jobs located in London 0.49% 0.67% 0.60%
As % of the Database & Business Intelligence category 1.64% 2.15% 1.98%
Number of salaries quoted 139 250 220
Median salary £65,000 £60,000 £57,500
Median salary % change year-on-year
+8.33% +4.34%
90% offered a salary of more than £36,700 £37,500 £37,324
10% offered a salary of more than £100,000 £85,000 £80,000
UK excluding London median salary £44,417 £45,000 £42,500
% change year-on-year
-1.29% +5.88%
Data Mining
England

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 London region.

Database & Business Intelligence Category
London
Permanent IT job ads with a match in the
Database & Business Intelligence category
10462 13740 13457
As % of all permanent IT jobs located in London 29.56% 31.41% 30.02%
Number of salaries quoted 9105 11733 11626
Median salary £60,000 £55,000 £55,000
Median salary % change year-on-year
+9.09% -
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £75,000 £80,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

Data Mining
Jobs Demand Trend in London

The demand trend of job ads across the London region citing Data Mining as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Data Mining Jobs Demand Trend in London

Data Mining
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Mining across the London region.

Data Mining Salary Trend in London

Data Mining
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Mining across the London region over the 3 months to 7 December 2016.

Data Mining Salary Histogram in London

Data Mining
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the London region over the 3 months to 7 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +34 43 £71,250 +35.71% 5
Canary Wharf -5 2 - -
Kingston Upon Thames -5 1 £70,000 -6.66%
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 7 December 2016, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Data Mining.

1 223 (54.52%) Analytics
2 222 (54.28%) SQL
3 179 (43.77%) Python
4 148 (36.19%) Machine Learning
5 138 (33.74%) Degree
6 127 (31.05%) Finance
7 123 (30.07%) Big Data
8 118 (28.85%) Statistics
9 116 (28.36%) Analytical Skills
10 113 (27.63%) Visualisation
11 103 (25.18%) R
12 102 (24.94%) Business Intelligence
13 101 (24.69%) Computer Science
14 99 (24.21%) Algorithms
15 96 (23.47%) Hadoop
16 90 (22.00%) Mathematics
17 89 (21.76%) Marketing
18 82 (20.05%) Relational Database
19 77 (18.83%) Data Analytics
20 76 (18.58%) PhD
21 72 (17.60%) Data Warehouse
22 70 (17.11%) Data Analysis
23 67 (16.38%) Java
24 66 (16.14%) Microsoft
24 66 (16.14%) Agile Software Development
25 61 (14.91%) Apache Spark
26 59 (14.43%) SQL Server
27 58 (14.18%) SAS
27 58 (14.18%) SQL Server Reporting Services
28 57 (13.94%) Data Visualisation

Data Mining
Top Related IT Skills in London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 61 (14.91%) Apache Spark
2 58 (14.18%) SAS
3 16 (3.91%) Apache Pig
4 9 (2.20%) Apache
5 7 (1.71%) SharePoint
6 3 (0.73%) Elasticsearch
6 3 (0.73%) OpenStack
7 2 (0.49%) Oracle SOA Suite
7 2 (0.49%) Tomcat
8 1 (0.24%) CMS
8 1 (0.24%) SharePoint Server
Applications
1 48 (11.74%) MS Excel
2 34 (8.31%) SPSS
3 23 (5.62%) MS Office
4 17 (4.16%) MS PowerPoint
5 4 (0.98%) Stata
6 3 (0.73%) MS Visio
7 2 (0.49%) CPLEX
8 1 (0.24%) Spreadsheet
Business Applications
1 8 (1.96%) Relativity
2 3 (0.73%) Oracle AML
3 2 (0.49%) Adobe Campaign
3 2 (0.49%) Eloqua
3 2 (0.49%) FastStats
3 2 (0.49%) Investran
3 2 (0.49%) Unica
4 1 (0.24%) Dynamics CRM
4 1 (0.24%) Infor CRM
4 1 (0.24%) Maximo
4 1 (0.24%) Oracle CRM
4 1 (0.24%) Pivotal CRM
4 1 (0.24%) SAP CRM
4 1 (0.24%) Scribe Insight
Cloud Services
1 29 (7.09%) Microsoft Azure
2 22 (5.38%) Amazon AWS
3 13 (3.18%) Amazon EC2
3 13 (3.18%) Amazon S3
4 11 (2.69%) Data Lake Analytics
5 10 (2.44%) GitHub
6 9 (2.20%) Amazon EMR
7 7 (1.71%) Google Analytics
8 5 (1.22%) Amazon ELB
8 5 (1.22%) AWS Elastic Beanstalk
9 3 (0.73%) Google Cloud Platform
9 3 (0.73%) SaaS
10 2 (0.49%) Adobe Analytics
10 2 (0.49%) AWS Lambda
10 2 (0.49%) Responsys
11 1 (0.24%) Amazon Kinesis
11 1 (0.24%) Google Tag Manager
11 1 (0.24%) PaaS
Communications & Networking
1 4 (0.98%) Internet
2 2 (0.49%) Cisco Nexus
2 2 (0.49%) Intranet
2 2 (0.49%) LAN
2 2 (0.49%) TCP/IP
2 2 (0.49%) WAN
3 1 (0.24%) Cisco ASA
3 1 (0.24%) DNS
3 1 (0.24%) Fibre Channel
3 1 (0.24%) Firewall
3 1 (0.24%) HTTPS
3 1 (0.24%) LDAP
3 1 (0.24%) Network Security
3 1 (0.24%) SAN
3 1 (0.24%) TACACS
3 1 (0.24%) VLAN
3 1 (0.24%) VoIP
Database & Business Intelligence
1 123 (30.07%) Big Data
2 96 (23.47%) Hadoop
3 82 (20.05%) Relational Database
4 72 (17.60%) Data Warehouse
5 59 (14.43%) SQL Server
6 58 (14.18%) SQL Server Reporting Services
7 43 (10.51%) SQL Server Integration Services
8 40 (9.78%) SQL Server Analysis Services
9 36 (8.80%) Power BI
10 32 (7.82%) MySQL
11 28 (6.85%) MongoDB
12 27 (6.60%) Apache Hive
12 27 (6.60%) NoSQL
13 25 (6.11%) Text Mining
14 24 (5.87%) SQL Server 2014
15 22 (5.38%) PostgreSQL
16 21 (5.13%) Azure SQL Database
17 20 (4.89%) RDBMS
18 19 (4.65%) BusinessObjects
19 16 (3.91%) Apache Cassandra
Development Applications
1 15 (3.67%) Git (software)
2 14 (3.42%) Jenkins
3 12 (2.93%) Talend Open Studio
4 8 (1.96%) Vagrant
4 8 (1.96%) Yeoman
5 5 (1.22%) JIRA
6 2 (0.49%) Eclipse
7 1 (0.24%) JUnit
7 1 (0.24%) Maven
7 1 (0.24%) Sonatype Nexus
7 1 (0.24%) Subversion
7 1 (0.24%) Visual Studio
General
1 127 (31.05%) Finance
2 89 (21.76%) Marketing
3 42 (10.27%) Legal
4 36 (8.80%) Banking
5 26 (6.36%) Retail
6 16 (3.91%) Telecoms
7 13 (3.18%) Advertising
8 10 (2.44%) Manufacturing
9 8 (1.96%) Financial Institution
10 7 (1.71%) Publishing
11 6 (1.47%) Investment Banking
12 5 (1.22%) Back Office
12 5 (1.22%) French Language
13 4 (0.98%) Italian Language
13 4 (0.98%) Spanish Language
14 3 (0.73%) Games
15 2 (0.49%) Front Office
15 2 (0.49%) Pharmaceutical
16 1 (0.24%) Law
16 1 (0.24%) Polish Language
Job Titles
1 139 (33.99%) Data Scientist
2 101 (24.69%) Analyst
3 61 (14.91%) Consultant
4 56 (13.69%) Developer
5 44 (10.76%) Business Analyst
6 38 (9.29%) Senior Data Scientist
7 32 (7.82%) Machine Learning Scientist
8 27 (6.60%) Data Analyst
9 24 (5.87%) Python Developer
10 22 (5.38%) C++ Developer
11 21 (5.13%) Asset Management Analyst
11 21 (5.13%) Asset Management Business Analyst
11 21 (5.13%) Data Consultant
12 20 (4.89%) Analytics Manager
12 20 (4.89%) Quantitative Developer
13 19 (4.65%) Business Intelligence Consultant
14 18 (4.40%) Architect
14 18 (4.40%) C++ Quantitative Developer
15 15 (3.67%) Data Analytics Manager
15 15 (3.67%) Junior
Libraries, Frameworks & Software Standards
1 28 (6.85%) MDX
2 26 (6.36%) .NET
2 26 (6.36%) Pandas
3 24 (5.87%) scikit-learn
4 23 (5.62%) XML
5 21 (5.13%) Natural Language Processing
6 18 (4.40%) NumPy
6 18 (4.40%) OpenGL
7 11 (2.69%) SciPy
8 10 (2.44%) Boost C++ Libraries
8 10 (2.44%) STL
8 10 (2.44%) Web Services
9 9 (2.20%) D3.js
10 8 (1.96%) Cascalog
10 8 (1.96%) scikit-cuda
11 7 (1.71%) AngularJS
11 7 (1.71%) Django
12 5 (1.22%) HTML
12 5 (1.22%) Node.js
12 5 (1.22%) RESTful
Miscellaneous
1 118 (28.85%) Statistics
2 116 (28.36%) Analytical Skills
3 113 (27.63%) Visualisation
4 101 (24.69%) Computer Science
5 99 (24.21%) Algorithms
6 90 (22.00%) Mathematics
7 32 (7.82%) Data Structures
8 29 (7.09%) Physics
9 23 (5.62%) Hedge funds
10 22 (5.38%) Fixed Income
11 18 (4.40%) CUDA
12 17 (4.16%) Neural Network
13 16 (3.91%) User Experience
14 13 (3.18%) Economics
15 11 (2.69%) Field-Programmable Gate Array
16 10 (2.44%) Credit Risk
17 9 (2.20%) Artificial Intelligence
18 8 (1.96%) Fintech
18 8 (1.96%) Management Information System
18 8 (1.96%) Mobile App
Operating Systems
1 21 (5.13%) Linux
2 2 (0.49%) Unix
3 1 (0.24%) Windows
Processes & Methodologies
1 223 (54.52%) Analytics
2 148 (36.19%) Machine Learning
3 102 (24.94%) Business Intelligence
4 77 (18.83%) Data Analytics
5 70 (17.11%) Data Analysis
6 66 (16.14%) Agile Software Development
7 57 (13.94%) Data Visualisation
8 52 (12.71%) Predictive Modelling
8 52 (12.71%) Statistical Analysis
9 51 (12.47%) Software Engineering
10 41 (10.02%) ETL
11 39 (9.54%) Statistical Modelling
12 36 (8.80%) Data Modelling
13 33 (8.07%) Asset Management
13 33 (8.07%) Business Analysis
14 31 (7.58%) CRM
15 30 (7.33%) Data Management
15 30 (7.33%) Information Retrieval
16 29 (7.09%) Kimball Methodology
17 27 (6.60%) Project Management
Programming Languages
1 222 (54.28%) SQL
2 179 (43.77%) Python
3 103 (25.18%) R
4 67 (16.38%) Java
5 41 (10.02%) C++
6 33 (8.07%) T-SQL
7 28 (6.85%) Data Analysis Expressions (DAX)
8 27 (6.60%) JavaScript
8 27 (6.60%) Perl
9 26 (6.36%) Scala
10 20 (4.89%) MATLAB
11 17 (4.16%) C#
12 16 (3.91%) Clojure
12 16 (3.91%) Ruby
13 14 (3.42%) VBA
14 9 (2.20%) Bash Shell
14 9 (2.20%) PHP
15 8 (1.96%) Cypher
16 5 (1.22%) Go
16 5 (1.22%) PL/SQL
Qualifications
1 138 (33.74%) Degree
2 76 (18.58%) PhD
3 10 (2.44%) Microsoft Certification
4 3 (0.73%) PMI Certification
5 2 (0.49%) ISEB
6 1 (0.24%) CCNA
6 1 (0.24%) CEH
6 1 (0.24%) Cisco Certification
6 1 (0.24%) ECSA
6 1 (0.24%) ISEB Practitioner
6 1 (0.24%) SC Cleared
6 1 (0.24%) Security Cleared
Quality Assurance & Compliance
1 33 (8.07%) Data Quality
2 4 (0.98%) Actionable Recommendations
3 3 (0.73%) QA
4 1 (0.24%) Dodd-Frank
4 1 (0.24%) EMIR
4 1 (0.24%) SLA
System Software
1 9 (2.20%) Docker
2 8 (1.96%) Virtual Machines
2 8 (1.96%) VirtualBox
3 4 (0.98%) Active Directory
4 3 (0.73%) Ceph
5 1 (0.24%) KVM
5 1 (0.24%) vSphere
Systems Management
1 5 (1.22%) SCCM
2 4 (0.98%) EnCase
3 3 (0.73%) Mesos
4 1 (0.24%) Host Intrusion Detection System
4 1 (0.24%) Puppet
4 1 (0.24%) WSUS
Vendors
1 66 (16.14%) Microsoft
2 28 (6.85%) Oracle
3 27 (6.60%) Tableau
4 21 (5.13%) Bloomberg
5 19 (4.65%) Vertica
6 12 (2.93%) Talend
7 11 (2.69%) Informatica
7 11 (2.69%) Salesforce.com
8 9 (2.20%) Google
9 7 (1.71%) Cognos
10 6 (1.47%) Netezza
10 6 (1.47%) ServiceNow
11 4 (0.98%) Cloudera
11 4 (0.98%) Hortonworks
11 4 (0.98%) Nuix
11 4 (0.98%) Pega
11 4 (0.98%) RapidMiner
12 3 (0.73%) Ab Initio
13 2 (0.49%) Alterian
13 2 (0.49%) Sybase
London
Salt
Salary: £45000 - £65000 per annum + benefits and bonus
Posted: 4 hours ago
West London
Martin & Conley
Salary: From £30,000 to £35,000 per annum Plus Benefits
Posted: 9 hours ago
London
itv
Posted: 13 hours ago
City, London
Nice Systems Uk Ltd
Salary: Excellent Salary + Bonus & Benefits
Posted: 11 hours ago
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: Yesterday
London
ISL
Posted: Yesterday
City, London
Quant Capital
Salary: Up to £70,000 per annum + benefits and bonus
Posted: 2 days ago
London
Churchill Frank
Salary: £50000 - £70000 per annum
Posted: 4 days ago
London
Proactive Appointments
Salary: £80000 per annum + Excellent Benefits
Posted: 2 days ago
South West London
World First
Posted: 5 days ago
Northwood
Recruitment Genius Ltd
Salary: £35000 - £40000 per annum
Posted: 2 days ago
South East London
Client Server
Salary: £75k to £90k + benefits
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £85,000 - £100,000 + Excellent Package
Posted: 5 days ago
London
Real Staffing
Salary: £75000 - £85000 per annum + competitive
Posted: 5 days ago
Central London / West End
Client Server
Salary: £80k to £100k + benefits
Posted: 6 days ago
City, London
Quant Capital
Salary: Up to £35,000 per annum Bonus Medical Pension
Posted: 6 days ago
South West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £65000 - £75000 Per Annum
Posted: 5 days ago
London
Venturi
Salary: £60000 - £100000 per annum + company benefits
Posted: 19 days ago
London
OHO Group Ltd.
Salary: £32000 - £45000 per annum, Benefits: excellent benefits and bonus
Posted: 22 days ago
London
Arrows Group Ltd
Salary: £65000.00 per annum
Posted: 22 days ago
London
Venturi
Salary: £35000.00 - £45000.00 per annum + Bonus & Benefits
Posted: 23 days ago
London
Client Server
Salary: £75,000 to £90,000 + benefits
Posted: 26 days ago