The table below looks at the statistics for Data Mining skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Mining over the 3 months to 29 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Sep 2016
Same period 2015 Same period 2014
Data Mining
Rank 415 420 476
Rank change year-on-year
+5 +56
Permanent jobs citing Data Mining 601 685 615
As % of all permanent IT jobs located in England 0.67% 0.67% 0.58%
As % of the Database & Business Intelligence category 2.28% 2.17% 1.83%
Number of salaries quoted 475 539 502
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £90,000 £77,500 £70,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%
Data Mining
UK

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 England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
26374 31521 33658
As % of all permanent IT jobs located in England 29.50% 30.88% 31.49%
Number of salaries quoted 22644 26906 28552
Median salary £50,000 £47,500 £45,000
Median salary % change year-on-year
+5.26% +5.55%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £75,000 £67,500 £72,500
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 England

The demand trend of job ads across the England 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 England

Data Mining
Salary Trend in England

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

Data Mining Salary Trend in England

Data Mining
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Mining across the England region over the 3 months to 29 September 2016.

Data Mining Salary Histogram in England

Data Mining
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the England region over the 3 months to 29 September 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
London +24 310 £65,000 +4.83% 39
South East -5 85 £45,000 -5.26% 11
North West +30 67 £40,000 - 12
South West +22 49 £50,000 +17.64% 6
East of England +5 28 £57,500 +27.77% 2
Yorkshire +19 24 £38,750 -13.88% 6
West Midlands -20 19 £45,000 -16.27% 4
East Midlands -6 10 £40,000 +45.45% 1
North East - 8 £50,000 - 2
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 29 September 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 England region with a requirement for Data Mining.

1 554 (45.56%) SQL
2 492 (40.46%) Analytics
3 385 (31.66%) Python
4 371 (30.51%) Machine Learning
5 353 (29.03%) Big Data
6 351 (28.87%) Finance
7 327 (26.89%) Analytical Skills
8 320 (26.32%) Degree
9 288 (23.68%) Business Intelligence
10 274 (22.53%) Java
11 260 (21.38%) Statistics
12 257 (21.13%) R
13 238 (19.57%) Agile Software Development
14 237 (19.49%) Computer Science
15 212 (17.43%) Hadoop
16 205 (16.86%) SQL Server
17 203 (16.69%) Algorithms
18 202 (16.61%) Visualisation
19 196 (16.12%) Data Warehouse
20 177 (14.56%) Data Analysis
21 175 (14.39%) Microsoft
22 174 (14.31%) SAS
23 170 (13.98%) Mathematics
24 166 (13.65%) Data Analytics
25 162 (13.32%) C++
26 161 (13.24%) ETL
27 158 (12.99%) PhD
28 157 (12.91%) Relational Database
29 155 (12.75%) Apache Spark
30 152 (12.50%) Marketing

Data Mining
Top Related IT Skills in England 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
1 174 (14.31%) SAS
2 155 (12.75%) Apache Spark
3 95 (7.81%) Apache Pig
4 27 (2.22%) Apache
5 18 (1.48%) JBoss
6 17 (1.40%) Elasticsearch
6 17 (1.40%) Tomcat
7 13 (1.07%) GlassFish
8 10 (0.82%) OpenStack
9 9 (0.74%) WebSphere
10 8 (0.66%) SharePoint
10 8 (0.66%) WebLogic
11 7 (0.58%) Confluence
12 6 (0.49%) CICS
12 6 (0.49%) DNN
13 5 (0.41%) Apache Solr
14 4 (0.33%) Skype for Business
15 3 (0.25%) ColdFusion
16 2 (0.16%) CMS
17 1 (0.082%) SharePoint Server
Applications
1 131 (10.77%) MS Excel
2 109 (8.96%) SPSS
3 49 (4.03%) MS Office
4 28 (2.30%) MS PowerPoint
5 11 (0.90%) MS Visio
6 10 (0.82%) Stata
7 9 (0.74%) Spreadsheet
8 5 (0.41%) Mathematica
9 3 (0.25%) Weka
10 2 (0.16%) CPLEX
11 1 (0.082%) S-PLUS
Business Applications
1 10 (0.82%) Sentinel
2 7 (0.58%) Relativity
3 6 (0.49%) SAP Oil and Gas
4 5 (0.41%) Oracle Financials
5 3 (0.25%) Dynamics CRM
5 3 (0.25%) Oracle AML
5 3 (0.25%) WebTrends
6 2 (0.16%) FastStats
6 2 (0.16%) Investran
6 2 (0.16%) Oracle EBS
7 1 (0.082%) Cognos Business Intelligence
7 1 (0.082%) Dynamics AX
7 1 (0.082%) Dynamics NAV
7 1 (0.082%) Eloqua
7 1 (0.082%) Infor CRM
7 1 (0.082%) Maximo
7 1 (0.082%) Oracle Retail
7 1 (0.082%) PeopleSoft Financials
7 1 (0.082%) RMDS
7 1 (0.082%) Unit4 Business World
Cloud Services
1 65 (5.35%) Amazon AWS
2 33 (2.71%) Microsoft Azure
3 25 (2.06%) Amazon EC2
4 19 (1.56%) Amazon EMR
5 16 (1.32%) Amazon S3
6 13 (1.07%) Google Analytics
6 13 (1.07%) Office 365
7 8 (0.66%) Adobe Analytics
7 8 (0.66%) Cloud Computing
8 7 (0.58%) Data Lake Analytics
8 7 (0.58%) Google Cloud Platform
9 6 (0.49%) Amazon ELB
9 6 (0.49%) AWS Elastic Beanstalk
9 6 (0.49%) SaaS
10 5 (0.41%) AdWords
10 5 (0.41%) Amazon SQS
10 5 (0.41%) GitHub
11 3 (0.25%) PaaS
12 2 (0.16%) AWS Lambda
12 2 (0.16%) SuccessFactors
Communications & Networking
1 16 (1.32%) Firewall
1 16 (1.32%) Internet
2 9 (0.74%) TCP/IP
3 8 (0.66%) Network Security
4 7 (0.58%) DNS
5 5 (0.41%) Cisco Nexus
5 5 (0.41%) Unified Communications
6 4 (0.33%) Cisco ASA
6 4 (0.33%) GSM
6 4 (0.33%) VPN
7 3 (0.25%) HTTPS
7 3 (0.25%) Intrusion Detection
7 3 (0.25%) PPP
7 3 (0.25%) Skype
7 3 (0.25%) SMS
8 2 (0.16%) LAN
8 2 (0.16%) LDAP
8 2 (0.16%) VLAN
8 2 (0.16%) WAN
8 2 (0.16%) Wi-Fi
Database & Business Intelligence
1 353 (29.03%) Big Data
2 212 (17.43%) Hadoop
3 205 (16.86%) SQL Server
4 196 (16.12%) Data Warehouse
5 157 (12.91%) Relational Database
6 151 (12.42%) NoSQL
7 110 (9.05%) Apache Hive
7 110 (9.05%) SQL Server Integration Services
8 107 (8.80%) SQL Server Reporting Services
9 93 (7.65%) MySQL
10 67 (5.51%) MongoDB
11 65 (5.35%) Apache Cassandra
11 65 (5.35%) SQL Server Analysis Services
12 60 (4.93%) RDBMS
12 60 (4.93%) Text Mining
13 48 (3.95%) PostgreSQL
14 44 (3.62%) Power BI
15 42 (3.45%) BusinessObjects
16 35 (2.88%) SQL Server 2008
17 34 (2.80%) QlikView
Development Applications
1 53 (4.36%) Git (software)
2 39 (3.21%) Jenkins
3 26 (2.14%) Vagrant
4 25 (2.06%) Maven
5 23 (1.89%) JIRA
6 14 (1.15%) Eclipse
6 14 (1.15%) HP UFT
7 12 (0.99%) Subversion
8 11 (0.90%) JUnit
8 11 (0.90%) Sonatype Nexus
9 10 (0.82%) Atlassian Bamboo
9 10 (0.82%) Cucumber
9 10 (0.82%) EasyMock
9 10 (0.82%) IntelliJ
9 10 (0.82%) Mockito
9 10 (0.82%) Talend Open Studio
9 10 (0.82%) Yeoman
10 8 (0.66%) Ant
10 8 (0.66%) Gradle
11 7 (0.58%) Visual Studio
General
1 351 (28.87%) Finance
2 152 (12.50%) Marketing
3 71 (5.84%) Retail
4 55 (4.52%) Legal
5 50 (4.11%) Banking
6 34 (2.80%) Advertising
7 26 (2.14%) Automotive
8 24 (1.97%) Telecoms
9 23 (1.89%) French Language
10 20 (1.64%) Law
11 17 (1.40%) Games
12 15 (1.23%) Manufacturing
13 14 (1.15%) Back Office
14 12 (0.99%) Publishing
15 10 (0.82%) Investment Banking
16 9 (0.74%) Spanish Language
17 8 (0.66%) Italian Language
18 7 (0.58%) Financial Institution
18 7 (0.58%) Pharmaceutical
19 6 (0.49%) Electronics
Job Titles
1 252 (20.72%) Developer
2 230 (18.91%) Analyst
3 226 (18.59%) Data Scientist
4 91 (7.48%) Architect
5 76 (6.25%) Java Developer
6 75 (6.17%) Consultant
7 65 (5.35%) Data Architect
8 63 (5.18%) Senior Developer
9 58 (4.77%) Data Analyst
10 52 (4.28%) Senior Data Scientist
11 46 (3.78%) Business Analyst
12 43 (3.54%) Machine Learning Scientist
13 37 (3.04%) Business Intelligence Developer
13 37 (3.04%) Data Engineer
13 37 (3.04%) Quantitative Developer
14 36 (2.96%) Machine Learning Engineer
14 36 (2.96%) Python Developer
14 36 (2.96%) Test Manager
15 33 (2.71%) Software Engineer
16 32 (2.63%) Junior
Libraries, Frameworks & Software Standards
1 66 (5.43%) Natural Language Processing
2 56 (4.61%) Spring
3 49 (4.03%) HTML
4 48 (3.95%) .NET
5 41 (3.37%) Web Services
6 36 (2.96%) scikit-learn
7 31 (2.55%) CSS
7 31 (2.55%) REST
8 30 (2.47%) AngularJS
8 30 (2.47%) SOAP
9 29 (2.38%) MDX
9 29 (2.38%) Node.js
10 27 (2.22%) Pandas
11 25 (2.06%) HTML5
11 25 (2.06%) RESTful
12 23 (1.89%) JMS
13 21 (1.73%) Hibernate
14 20 (1.64%) NumPy
15 19 (1.56%) XML
16 18 (1.48%) SciPy
Miscellaneous
1 327 (26.89%) Analytical Skills
2 260 (21.38%) Statistics
3 237 (19.49%) Computer Science
4 203 (16.69%) Algorithms
5 202 (16.61%) Visualisation
6 170 (13.98%) Mathematics
7 55 (4.52%) Physics
8 54 (4.44%) Neural Network
9 52 (4.28%) Data Integration
10 45 (3.70%) Hedge funds
11 44 (3.62%) Artificial Intelligence
12 42 (3.45%) Management Information System
13 39 (3.21%) CUDA
14 37 (3.04%) Data Structures
15 34 (2.80%) Fintech
16 32 (2.63%) Economics
17 25 (2.06%) Data Centre
17 25 (2.06%) Fixed Income
18 24 (1.97%) User Experience
19 17 (1.40%) Credit Risk
Operating Systems
1 104 (8.55%) Linux
2 36 (2.96%) Windows
3 21 (1.73%) Unix
4 17 (1.40%) Windows Server
5 4 (0.33%) Windows 10
6 3 (0.25%) Android
6 3 (0.25%) Apple iOS
Processes & Methodologies
1 492 (40.46%) Analytics
2 371 (30.51%) Machine Learning
3 288 (23.68%) Business Intelligence
4 238 (19.57%) Agile Software Development
5 177 (14.56%) Data Analysis
6 166 (13.65%) Data Analytics
7 161 (13.24%) ETL
8 129 (10.61%) Predictive Modelling
9 100 (8.22%) Data Modelling
10 95 (7.81%) Data Visualisation
11 92 (7.57%) Statistical Modelling
12 88 (7.24%) Software Engineering
13 84 (6.91%) Statistical Analysis
14 78 (6.41%) Data Management
15 75 (6.17%) MapReduce
16 64 (5.26%) CRM
16 64 (5.26%) Project Management
16 64 (5.26%) Scrum
17 56 (4.61%) Mentoring
17 56 (4.61%) Open Source
Programming Languages
1 554 (45.56%) SQL
2 385 (31.66%) Python
3 274 (22.53%) Java
4 257 (21.13%) R
5 162 (13.32%) C++
6 108 (8.88%) MATLAB
7 100 (8.22%) Scala
7 100 (8.22%) T-SQL
8 73 (6.00%) C#
9 64 (5.26%) JavaScript
10 41 (3.37%) VBA
11 40 (3.29%) Perl
11 40 (3.29%) PHP
12 37 (3.04%) C
13 34 (2.80%) PL/SQL
13 34 (2.80%) VB
14 28 (2.30%) Bash Shell
15 24 (1.97%) Clojure
16 20 (1.64%) PowerShell
16 20 (1.64%) Shell Script
Qualifications
1 320 (26.32%) Degree
2 158 (12.99%) PhD
3 19 (1.56%) Security Cleared
4 14 (1.15%) DV Cleared
5 13 (1.07%) Microsoft Certification
6 12 (0.99%) ISTQB
7 9 (0.74%) ISEB
8 6 (0.49%) PRINCE2 Certification
8 6 (0.49%) VCAP
8 6 (0.49%) VCDX
8 6 (0.49%) VMware Certified Professional (VCP)
9 5 (0.41%) ISTQB Advanced Certification
9 5 (0.41%) ISTQB Foundation Certification
9 5 (0.41%) ITIL Certification
9 5 (0.41%) MCITP
9 5 (0.41%) SC Cleared
10 4 (0.33%) MCSA
10 4 (0.33%) MCSE
11 2 (0.16%) MCDBA
11 2 (0.16%) PMI Certification
Quality Assurance & Compliance
1 77 (6.33%) Data Quality
2 40 (3.29%) QA
3 6 (0.49%) SLA
4 4 (0.33%) Actionable Recommendations
4 4 (0.33%) SNOMED CT
5 1 (0.082%) ISAE 3402
5 1 (0.082%) ISO/IEC 27001
5 1 (0.082%) SSAE 16
System Software
1 25 (2.06%) Docker
2 23 (1.89%) Active Directory
3 17 (1.40%) Apache Flume
3 17 (1.40%) VMware Infrastructure
4 11 (0.90%) Hyper-V
5 10 (0.82%) Virtual Machines
5 10 (0.82%) VirtualBox
5 10 (0.82%) vSphere
6 8 (0.66%) Ceph
7 7 (0.58%) HDFS
8 6 (0.49%) vCloud
8 6 (0.49%) XenServer
9 4 (0.33%) Firmware
10 2 (0.16%) KVM
10 2 (0.16%) Snort
11 1 (0.082%) Veritas Cluster Server
Systems Management
1 14 (1.15%) Opscode Chef
2 10 (0.82%) Oozie
3 9 (0.74%) SCCM
4 8 (0.66%) Mesos
4 8 (0.66%) Puppet
5 6 (0.49%) vRealize
6 5 (0.41%) Salt
7 4 (0.33%) AirWatch
7 4 (0.33%) EnCase
7 4 (0.33%) Host Intrusion Detection System
8 3 (0.25%) Hadoop YARN
8 3 (0.25%) NetBackup
8 3 (0.25%) Network Intrusion Detection System
9 2 (0.16%) HP Quality Center
10 1 (0.082%) ITRS Geneos
10 1 (0.082%) Kibana
10 1 (0.082%) Thomson Reuters DACS
10 1 (0.082%) WSUS
10 1 (0.082%) ZABBIX
Vendors
1 175 (14.39%) Microsoft
2 114 (9.38%) Oracle
3 49 (4.03%) Tableau
4 36 (2.96%) Google
5 34 (2.80%) SAP
6 32 (2.63%) Cognos
7 26 (2.14%) Bloomberg
8 22 (1.81%) Informatica
9 20 (1.64%) Salesforce.com
10 19 (1.56%) IBM
11 17 (1.40%) VMware
12 16 (1.32%) HP
12 16 (1.32%) Vertica
13 13 (1.07%) Cognizant
14 12 (0.99%) Netezza
15 11 (0.90%) RapidMiner
16 10 (0.82%) Infobright
16 10 (0.82%) MicroStrategy
16 10 (0.82%) Talend
16 10 (0.82%) Teradata
Altrincham, Cheshire
Cloudscope
Salary: From £35,000 to £50,000 per annum Depending of exp
Posted: 11 hours ago
London
Colston Consulting
Salary: £70000 - £100000 per annum, Benefits Excellent benefit and bonus
Posted: 12 hours ago
Southampton, Hampshire
Go IT Recruitment Ltd
Salary: From £30,000 to £45,000 per annum + excellent benefits
Posted: 10 hours ago
Southampton, Hampshire
Executive Recruitment Services (ERS)
Posted: 10 hours ago
London
Burns Sheehan
Salary: £50000 - £60000 per annum + + package
Posted: Yesterday
West London
Client Server
Salary: £55k to £65k + benefits
Posted: 5 hours ago
London
Imperative People
Salary: £80000 - £100000 per annum + excellent bens package
Posted: 8 hours ago
Reading, Berkshire
Complete Tech Limited
Salary: Up to £50,000 per annum + great benefits
Posted: 3 hours ago
Manchester, Lancashire
Oscar
Salary: £30000 - £50000 per annum + competitive benefits package
Posted: Yesterday
Manchester, Lancashire
Codex
Salary: From £40,000 to £60,000 per annum
Posted: 3 days ago
London
Harrington Starr
Salary: £60000 - £70000 per annum + Benefits + Bonus
Posted: Yesterday
Leeds, West Yorkshire
Experis Ltd
Posted: 2 days ago
London
Experis Ltd
Salary: £100000 - £150000 per annum
Posted: 2 days ago
Newcastle Upon Tyne, Tyne and Wear
HAYS INFORMATION TECHNOLOGY
Salary: £28000.00 - £32000.00 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: Yesterday
Wells, Somerset
Datamine Software Limited
Salary: From £25,000 to £45,000 per annum strictly depending on experience
Posted: Yesterday
City, London
Venturi
Salary: £80000 - £100000 per annum + Bonus + Benefits
Posted: Yesterday
Manchester, Lancashire
Venturi
Salary: £50000 - £65000 per annum + Bonus + Benefits
Posted: 2 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 2 days ago
South East London
MatchesFashion.com
Posted: 3 days ago
London
Miller Maxwell Ltd
Salary: From £25,000 to £35,000 per annum + bonus + benefits
Posted: 2 days ago
City, London
Venturi
Salary: £40000 - £55000 per annum + Benefits
Posted: 2 days ago
Stafford, Staffordshire
Searchability
Salary: £30000 - £40000 per annum + benefits
Posted: 3 days ago
Cheltenham, Gloucestershire
Sanderson
Salary: £45000.00 - £65000.00 per annum
Posted: 2 days ago
London
Twenty Recruitment Group
Salary: £65000.00 - £70000.00 per annum
Posted: 3 days ago
Sheffield, South Yorkshire
Searchability
Salary: £25000 - £35000 per annum + benefits
Posted: 3 days ago
London
McGregor Boyall
Salary: £30000 - £65000 per annum
Posted: 3 days ago
Buckinghamshire
Lawrence Harvey Enterprise
Salary: £400 - £500 per day
Posted: 3 days ago
London
Parallel Consulting
Salary: £60000 - £70000 per annum
Posted: 6 days ago
Redhill, Surrey
Cloudscope
Salary: From £35,000 to £50,000 per annum Depending of exp
Posted: 6 days ago