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 18 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
18 Jan 2017
Same period 2016 Same period 2015
Data Mining
England / London
Rank 416 374 385
Rank change year-on-year
-42 +11
Permanent jobs citing Data Mining 175 298 266
As % of all permanent IT jobs located in London 0.52% 0.73% 0.66%
As % of the Database & Business Intelligence category 1.75% 2.32% 2.18%
Number of salaries quoted 138 246 217
Median salary £59,000 £60,000 £57,500
Median salary % change year-on-year
-1.66% +4.34%
90% offered a salary of more than £36,750 £40,000 £35,000
10% offered a salary of more than £88,250 £85,000 £80,000
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%

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
9972 12866 12222
As % of all permanent IT jobs located in London 29.89% 31.63% 30.15%
Number of salaries quoted 8779 11107 10523
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 £43,000 £42,500 £40,000
% change year-on-year
+1.17% +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 18 January 2017.

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 18 January 2017. 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 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 +18 37 £62,500 +8.69% 3
Bromley - 1 - -
Data Mining
England

Data Mining
Top 30 Related IT Skills in London

For the 6 months to 18 January 2017, 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.

1 208 (55.61%) SQL
2 185 (49.47%) Analytics
3 147 (39.30%) Python
4 126 (33.69%) Machine Learning
5 121 (32.35%) Statistics
6 114 (30.48%) Finance
7 109 (29.14%) Degree
8 105 (28.07%) Analytical Skills
9 101 (27.01%) Big Data
10 96 (25.67%) Business Intelligence
11 95 (25.40%) R
11 95 (25.40%) Visualisation
12 86 (22.99%) Hadoop
12 86 (22.99%) Algorithms
13 83 (22.19%) Computer Science
14 80 (21.39%) Data Warehouse
15 78 (20.86%) Marketing
15 78 (20.86%) Agile Software Development
15 78 (20.86%) Relational Database
16 74 (19.79%) Mathematics
17 65 (17.38%) Data Analysis
17 65 (17.38%) PhD
18 62 (16.58%) Microsoft
19 61 (16.31%) Data Analytics
20 59 (15.78%) SQL Server Reporting Services
21 58 (15.51%) Java
22 54 (14.44%) Apache Spark
23 53 (14.17%) SQL Server
24 52 (13.90%) ETL
25 49 (13.10%) Statistical Analysis

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 54 (14.44%) Apache Spark
2 47 (12.57%) SAS
3 20 (5.35%) Apache Pig
4 6 (1.60%) Apache
5 5 (1.34%) SharePoint
5 5 (1.34%) Tomcat
6 2 (0.53%) OpenStack
6 2 (0.53%) Oracle SOA Suite
7 1 (0.27%) Apache Solr
7 1 (0.27%) CMS
7 1 (0.27%) Elasticsearch
Applications
1 46 (12.30%) MS Excel
2 27 (7.22%) SPSS
3 17 (4.55%) MS PowerPoint
4 16 (4.28%) MS Office
5 3 (0.80%) Stata
6 2 (0.53%) CPLEX
6 2 (0.53%) MS Visio
6 2 (0.53%) Weka
Business Applications
1 3 (0.80%) Oracle AML
1 3 (0.80%) Relativity
2 2 (0.53%) Adobe Campaign
2 2 (0.53%) Eloqua
2 2 (0.53%) FastStats
2 2 (0.53%) Unica
3 1 (0.27%) Maximo
3 1 (0.27%) Oracle CRM
Cloud Services
1 30 (8.02%) Microsoft Azure
2 18 (4.81%) Amazon AWS
3 12 (3.21%) GitHub
4 11 (2.94%) Data Lake Analytics
5 6 (1.60%) Amazon S3
5 6 (1.60%) Google Analytics
6 5 (1.34%) Amazon EC2
6 5 (1.34%) Amazon EMR
7 4 (1.07%) Google Cloud Platform
8 2 (0.53%) Adobe Analytics
8 2 (0.53%) Amazon Kinesis
8 2 (0.53%) AWS Lambda
8 2 (0.53%) Responsys
9 1 (0.27%) Amazon SQS
9 1 (0.27%) Cloud Computing
9 1 (0.27%) Google Tag Manager
Communications & Networking
1 3 (0.80%) Internet
2 2 (0.53%) Intranet
3 1 (0.27%) Cisco ASA
3 1 (0.27%) Cisco Nexus
3 1 (0.27%) Firewall
3 1 (0.27%) LAN
3 1 (0.27%) Network Security
3 1 (0.27%) TCP/IP
3 1 (0.27%) VoIP
3 1 (0.27%) WAN
Database & Business Intelligence
1 101 (27.01%) Big Data
2 86 (22.99%) Hadoop
3 80 (21.39%) Data Warehouse
4 78 (20.86%) Relational Database
5 59 (15.78%) SQL Server Reporting Services
6 53 (14.17%) SQL Server
7 41 (10.96%) SQL Server Integration Services
8 39 (10.43%) Power BI
9 38 (10.16%) SQL Server Analysis Services
10 30 (8.02%) MongoDB
10 30 (8.02%) MySQL
11 28 (7.49%) NoSQL
12 27 (7.22%) Apache Hive
13 25 (6.68%) BusinessObjects
13 25 (6.68%) SQL Server 2014
14 22 (5.88%) Azure SQL Database
15 21 (5.61%) Text Mining
16 20 (5.35%) PostgreSQL
17 17 (4.55%) RDBMS
18 15 (4.01%) Apache Cassandra
Development Applications
1 14 (3.74%) Talend Open Studio
2 11 (2.94%) Git (software)
3 10 (2.67%) Jenkins
4 5 (1.34%) Eclipse
4 5 (1.34%) JIRA
4 5 (1.34%) JUnit
4 5 (1.34%) Vagrant
4 5 (1.34%) Yeoman
General
1 114 (30.48%) Finance
2 78 (20.86%) Marketing
3 40 (10.70%) Legal
4 31 (8.29%) Banking
5 19 (5.08%) Retail
6 15 (4.01%) Telecoms
7 10 (2.67%) Advertising
8 7 (1.87%) Manufacturing
9 6 (1.60%) French Language
9 6 (1.60%) Investment Banking
10 5 (1.34%) Back Office
11 4 (1.07%) Games
11 4 (1.07%) Italian Language
11 4 (1.07%) Law
11 4 (1.07%) Spanish Language
12 3 (0.80%) Publishing
13 2 (0.53%) Financial Institution
13 2 (0.53%) Front Office
13 2 (0.53%) Retail Banking
14 1 (0.27%) German Language
Job Titles
1 137 (36.63%) Data Scientist
2 83 (22.19%) Analyst
3 55 (14.71%) Consultant
4 52 (13.90%) Business Analyst
4 52 (13.90%) Developer
5 32 (8.56%) Senior Data Scientist
6 25 (6.68%) Data Analyst
7 23 (6.15%) Technical Business Analyst
8 22 (5.88%) Technical Analyst
9 21 (5.61%) Machine Learning Scientist
10 20 (5.35%) Python Developer
11 18 (4.81%) Business Intelligence Consultant
11 18 (4.81%) C++ Developer
11 18 (4.81%) Data Consultant
12 16 (4.28%) Architect
12 16 (4.28%) Asset Management Analyst
12 16 (4.28%) Asset Management Business Analyst
13 15 (4.01%) Analytics Manager
13 15 (4.01%) Data Analytics Manager
14 14 (3.74%) Data Engineer
Libraries, Frameworks & Software Standards
1 34 (9.09%) XML
2 29 (7.75%) MDX
3 24 (6.42%) Pandas
4 23 (6.15%) .NET
4 23 (6.15%) Natural Language Processing
5 21 (5.61%) NumPy
5 21 (5.61%) scikit-learn
6 17 (4.55%) OpenGL
7 12 (3.21%) Boost C++ Libraries
7 12 (3.21%) STL
8 9 (2.41%) D3.js
9 8 (2.14%) scikit-cuda
9 8 (2.14%) SciPy
10 7 (1.87%) Django
10 7 (1.87%) Web Services
11 6 (1.60%) RESTful
12 5 (1.34%) Flask
12 5 (1.34%) iBATIS
12 5 (1.34%) Node.js
12 5 (1.34%) Spring
Miscellaneous
1 121 (32.35%) Statistics
2 105 (28.07%) Analytical Skills
3 95 (25.40%) Visualisation
4 86 (22.99%) Algorithms
5 83 (22.19%) Computer Science
6 74 (19.79%) Mathematics
7 39 (10.43%) Data Structures
8 23 (6.15%) Physics
9 18 (4.81%) Fixed Income
10 17 (4.55%) CUDA
10 17 (4.55%) Hedge funds
10 17 (4.55%) User Experience
11 15 (4.01%) Neural Network
12 12 (3.21%) Economics
13 11 (2.94%) Fintech
13 11 (2.94%) Mobile App
14 10 (2.67%) Artificial Intelligence
14 10 (2.67%) Credit Risk
14 10 (2.67%) Field-Programmable Gate Array
15 7 (1.87%) Management Information System
Operating Systems
1 21 (5.61%) Linux
2 5 (1.34%) Unix
3 1 (0.27%) CentOS
3 1 (0.27%) Red Hat Enterprise Linux
3 1 (0.27%) Windows
Processes & Methodologies
1 185 (49.47%) Analytics
2 126 (33.69%) Machine Learning
3 96 (25.67%) Business Intelligence
4 78 (20.86%) Agile Software Development
5 65 (17.38%) Data Analysis
6 61 (16.31%) Data Analytics
7 52 (13.90%) ETL
8 49 (13.10%) Statistical Analysis
9 48 (12.83%) Software Engineering
10 46 (12.30%) Data Modelling
10 46 (12.30%) Data Visualisation
11 37 (9.89%) Statistical Modelling
12 30 (8.02%) Business Analysis
12 30 (8.02%) Kimball Methodology
13 29 (7.75%) Predictive Modelling
14 28 (7.49%) Information Retrieval
15 25 (6.68%) Data Architecture
16 24 (6.42%) OO
16 24 (6.42%) Presales
16 24 (6.42%) Stakeholder Management
Programming Languages
1 208 (55.61%) SQL
2 147 (39.30%) Python
3 95 (25.40%) R
4 58 (15.51%) Java
5 38 (10.16%) T-SQL
6 33 (8.82%) JavaScript
7 30 (8.02%) C++
8 29 (7.75%) Data Analysis Expressions (DAX)
9 23 (6.15%) Perl
10 20 (5.35%) Scala
11 18 (4.81%) MATLAB
12 13 (3.48%) C#
12 13 (3.48%) Ruby
13 12 (3.21%) VBA
14 10 (2.67%) PHP
15 8 (2.14%) PL/SQL
16 7 (1.87%) Clojure
17 5 (1.34%) Bash Shell
17 5 (1.34%) Cypher
18 3 (0.80%) C
Qualifications
1 109 (29.14%) Degree
2 65 (17.38%) PhD
3 11 (2.94%) Microsoft Certification
4 3 (0.80%) PMI Certification
5 2 (0.53%) ISEB
6 1 (0.27%) ISEB Practitioner
6 1 (0.27%) MBA
6 1 (0.27%) RHCA
Quality Assurance & Compliance
1 26 (6.95%) Data Quality
2 4 (1.07%) Actionable Recommendations
3 3 (0.80%) QA
4 1 (0.27%) Dodd-Frank
4 1 (0.27%) EMIR
4 1 (0.27%) MiFID
4 1 (0.27%) SLA
System Software
1 7 (1.87%) Active Directory
1 7 (1.87%) Docker
2 6 (1.60%) Virtual Machines
3 5 (1.34%) VirtualBox
4 1 (0.27%) Ceph
4 1 (0.27%) KVM
4 1 (0.27%) Oracle RAC
4 1 (0.27%) VMware Infrastructure
Systems Management
1 3 (0.80%) SCCM
2 1 (0.27%) EnCase
2 1 (0.27%) Mesos
Vendors
1 62 (16.58%) Microsoft
2 32 (8.56%) Oracle
3 26 (6.95%) Tableau
4 18 (4.81%) Vertica
5 16 (4.28%) Bloomberg
6 14 (3.74%) Talend
7 9 (2.41%) Informatica
7 9 (2.41%) Salesforce.com
8 7 (1.87%) Google
9 5 (1.34%) Cognos
10 4 (1.07%) ServiceNow
11 3 (0.80%) Ab Initio
11 3 (0.80%) Alteryx
11 3 (0.80%) Cloudera
11 3 (0.80%) Hortonworks
11 3 (0.80%) IBM
11 3 (0.80%) Teradata
12 2 (0.53%) Alterian
12 2 (0.53%) MicroStrategy
12 2 (0.53%) VMware
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 15 hours ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: Yesterday
London
NTT DATA
Salary: excellent benefits
Posted: Yesterday
London
Churchill Frank
Salary: £40000 - £50000 per annum + Bonus
Posted: Yesterday
West London
Durlston Partners
Salary: From £90,000 to £110,000 per annum Excellent Bonus and Benefits
Posted: 14 hours ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: Yesterday
London
Durlston Partners
Salary: Up to £120,000 per annum + Bonus
Posted: 11 hours ago
London
Computer Futures
Salary: £75000 per annum + competitive
Posted: 3 days ago
London
Colston Consulting
Salary: £60000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: Yesterday
Central London / West End
Client Server
Salary: £80k to £100k + benefits
Posted: Yesterday
London
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: Yesterday
London
Client Server
Salary: £80k to £100k + benefits
Posted: Yesterday
South East London
Client Server
Salary: £75k to £90k + benefits
Posted: 5 days ago
London
ComputAppoint
Salary: £35000 - £40000 per annum + Benefits
Posted: 6 days ago
London
Initi8 Recruitment
Salary: £40000 - £50000 Per Annum
Posted: 5 days ago
London
Experis Ltd
Salary: £65000.00 - £75000.00 per annum
Posted: 5 days ago
London
RBW Consulting
Salary: From £70,000 to £110,000 per annum
Posted: 5 days ago
London
McGregor Boyall
Salary: £50000 - £60000 per annum
Posted: 6 days ago
City of London
Hays London City Cheapside
Posted: 7 days ago
London
Spencer Rose
Salary: Up to £65,000 per annum + BENEFITS
Posted: 6 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 6 days ago
London
Client Server
Salary: £80k to £100k + benefits
Posted: 8 days ago
London
Client Server
Salary: £80k to £100k + benefits
Posted: 15 days ago