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 26 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Aug 2016
Same period 2015 Same period 2014
Data Mining
Rank 426 431 439
Rank change year-on-year
+5 +8
Permanent jobs citing Data Mining 594 650 668
As % of all permanent IT jobs located in England 0.65% 0.64% 0.61%
As % of the Database & Business Intelligence category 2.19% 2.04% 1.91%
Number of salaries quoted 495 483 538
Median salary £52,500 £50,000 £47,500
Median salary % change year-on-year
+5.00% +5.26%
90% offered a salary of more than £31,000 £32,500 £31,000
10% offered a salary of more than £85,000 £78,750 £72,500
UK excluding London median salary £45,000 £45,000 £40,000
% change year-on-year
- +12.50%
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
27151 31865 34986
As % of all permanent IT jobs located in England 29.60% 31.19% 31.96%
Number of salaries quoted 23482 27122 29764
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 £32,000 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 26 August 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 26 August 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 +8 306 £63,750 +6.25% 42
South East +3 93 £46,250 +0.54% 9
North West +26 63 £40,000 +3.89% 15
South West +30 46 £50,000 +42.85% 11
East of England +29 34 £51,250 +13.88% 6
Yorkshire +30 28 £40,000 -20.00% 5
West Midlands -7 17 £45,000 -21.73% 4
East Midlands -15 7 £50,000 +40.84% 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 26 August 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.

1 580 (45.85%) SQL
2 502 (39.68%) Analytics
3 390 (30.83%) Python
4 377 (29.80%) Machine Learning
5 360 (28.46%) Analytical Skills
6 355 (28.06%) Big Data
7 349 (27.59%) Finance
8 338 (26.72%) Degree
9 302 (23.87%) Business Intelligence
10 290 (22.92%) Java
11 278 (21.98%) R
12 246 (19.45%) Computer Science
13 242 (19.13%) Statistics
14 237 (18.74%) Agile Software Development
15 224 (17.71%) SQL Server
16 219 (17.31%) Hadoop
17 208 (16.44%) Algorithms
18 202 (15.97%) Data Warehouse
19 199 (15.73%) Visualisation
20 194 (15.34%) Data Analysis
21 175 (13.83%) SAS
21 175 (13.83%) Data Analytics
22 173 (13.68%) Apache Spark
23 171 (13.52%) Microsoft
24 167 (13.20%) C++
25 164 (12.96%) Mathematics
26 163 (12.89%) ETL
26 163 (12.89%) PhD
27 161 (12.73%) Marketing
28 160 (12.65%) Relational Database

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
1 175 (13.83%) SAS
2 173 (13.68%) Apache Spark
3 92 (7.27%) Apache Pig
4 27 (2.13%) Apache
5 25 (1.98%) Tomcat
6 18 (1.42%) Elasticsearch
7 17 (1.34%) GlassFish
8 16 (1.26%) JBoss
9 13 (1.03%) SharePoint
10 9 (0.71%) WebSphere
11 8 (0.63%) WebLogic
12 7 (0.55%) Confluence
12 7 (0.55%) Skype for Business
13 6 (0.47%) DNN
14 5 (0.40%) Apache Solr
14 5 (0.40%) CMS
15 4 (0.32%) MS Exchange
15 4 (0.32%) OpenStack
16 3 (0.24%) CICS
16 3 (0.24%) SharePoint 2013
Applications
1 129 (10.20%) MS Excel
2 102 (8.06%) SPSS
3 37 (2.92%) MS Office
4 20 (1.58%) MS PowerPoint
5 13 (1.03%) MS Visio
6 9 (0.71%) Spreadsheet
7 6 (0.47%) Stata
8 5 (0.40%) Mathematica
9 4 (0.32%) Weka
10 2 (0.16%) CPLEX
11 1 (0.079%) S-PLUS
Business Applications
1 10 (0.79%) Sentinel
2 8 (0.63%) SAP Oil and Gas
3 7 (0.55%) Relativity
4 5 (0.40%) Dynamics CRM
5 4 (0.32%) Oracle Financials
6 3 (0.24%) Oracle AML
6 3 (0.24%) SAP Business One
6 3 (0.24%) WebTrends
7 2 (0.16%) Investran
7 2 (0.16%) Oracle EBS
8 1 (0.079%) CSG Singleview
8 1 (0.079%) Dynamics AX
8 1 (0.079%) Hyperion Enterprise
8 1 (0.079%) Infor CRM
8 1 (0.079%) Oracle Applications
8 1 (0.079%) Oracle CRM
8 1 (0.079%) PeopleSoft Financials
8 1 (0.079%) Pivotal CRM
8 1 (0.079%) RMDS
8 1 (0.079%) Tesseract
Cloud Services
1 66 (5.22%) Amazon AWS
2 25 (1.98%) Amazon EC2
3 20 (1.58%) Amazon S3
4 19 (1.50%) Amazon EMR
5 15 (1.19%) Microsoft Azure
6 14 (1.11%) Google Analytics
7 12 (0.95%) SaaS
8 11 (0.87%) Adobe Analytics
9 8 (0.63%) Office 365
10 7 (0.55%) Amazon ELB
10 7 (0.55%) AWS Elastic Beanstalk
10 7 (0.55%) Cloud Computing
11 5 (0.40%) AdWords
11 5 (0.40%) Amazon SQS
12 4 (0.32%) Google Cloud Platform
12 4 (0.32%) PaaS
13 2 (0.16%) Amazon Kinesis
13 2 (0.16%) FinancialForce.com
13 2 (0.16%) IaaS
13 2 (0.16%) IBM Cloud
Communications & Networking
1 19 (1.50%) Firewall
2 13 (1.03%) Internet
3 10 (0.79%) TCP/IP
4 8 (0.63%) DNS
5 6 (0.47%) Network Security
6 5 (0.40%) Cisco Nexus
6 5 (0.40%) Unified Communications
6 5 (0.40%) VPN
7 4 (0.32%) Cisco ASA
7 4 (0.32%) SMS
8 3 (0.24%) GSM
8 3 (0.24%) HTTPS
8 3 (0.24%) LDAP
8 3 (0.24%) PPP
8 3 (0.24%) Skype
8 3 (0.24%) TACACS
8 3 (0.24%) VLAN
9 2 (0.16%) DSL
9 2 (0.16%) MPLS
9 2 (0.16%) Wi-Fi
Database & Business Intelligence
1 355 (28.06%) Big Data
2 224 (17.71%) SQL Server
3 219 (17.31%) Hadoop
4 202 (15.97%) Data Warehouse
5 160 (12.65%) Relational Database
6 149 (11.78%) NoSQL
7 110 (8.70%) Apache Hive
8 106 (8.38%) SQL Server Integration Services
8 106 (8.38%) SQL Server Reporting Services
9 75 (5.93%) MySQL
10 67 (5.30%) SQL Server Analysis Services
11 64 (5.06%) Apache Cassandra
12 63 (4.98%) MongoDB
13 60 (4.74%) RDBMS
14 53 (4.19%) Text Mining
15 47 (3.72%) PostgreSQL
16 45 (3.56%) SQL Server 2008
17 39 (3.08%) BusinessObjects
18 33 (2.61%) SQL Server 2012
19 32 (2.53%) Amazon Redshift
Development Applications
1 65 (5.14%) Git (software)
2 41 (3.24%) Jenkins
3 27 (2.13%) Vagrant
4 23 (1.82%) Maven
5 21 (1.66%) JIRA
6 17 (1.34%) Eclipse
7 13 (1.03%) HP UFT
7 13 (1.03%) Yeoman
8 12 (0.95%) Subversion
8 12 (0.95%) Visual Studio
9 11 (0.87%) Cucumber
9 11 (0.87%) IntelliJ
10 10 (0.79%) WebDriver
11 9 (0.71%) JUnit
11 9 (0.71%) Sonatype Nexus
11 9 (0.71%) Team Foundation Server
12 8 (0.63%) Ant
12 8 (0.63%) Atlassian Bamboo
12 8 (0.63%) EasyMock
12 8 (0.63%) Selenium
General
1 349 (27.59%) Finance
2 161 (12.73%) Marketing
3 80 (6.32%) Retail
4 50 (3.95%) Legal
5 43 (3.40%) Banking
6 35 (2.77%) Advertising
7 31 (2.45%) Telecoms
8 27 (2.13%) Automotive
9 26 (2.06%) Law
10 23 (1.82%) French Language
11 20 (1.58%) Manufacturing
12 14 (1.11%) Publishing
13 12 (0.95%) Back Office
14 11 (0.87%) Games
14 11 (0.87%) Pharmaceutical
15 9 (0.71%) Spanish Language
16 8 (0.63%) Italian Language
17 7 (0.55%) Billing
18 6 (0.47%) Financial Institution
19 4 (0.32%) Investment Banking
Job Titles
1 290 (22.92%) Developer
2 244 (19.29%) Analyst
3 230 (18.18%) Data Scientist
4 88 (6.96%) Java Developer
5 83 (6.56%) Architect
6 68 (5.38%) Consultant
7 63 (4.98%) Data Analyst
7 63 (4.98%) Senior Developer
8 59 (4.66%) Senior Data Scientist
9 55 (4.35%) Data Architect
10 45 (3.56%) Machine Learning Scientist
11 41 (3.24%) Business Intelligence Developer
12 40 (3.16%) Data Engineer
13 39 (3.08%) Machine Learning Engineer
14 38 (3.00%) Quantitative Developer
15 37 (2.92%) Python Developer
16 35 (2.77%) Business Intelligence Analyst
17 34 (2.69%) Data Manager
17 34 (2.69%) Junior
18 33 (2.61%) Software Engineer
Libraries, Frameworks & Software Standards
1 69 (5.45%) Natural Language Processing
2 56 (4.43%) Spring
3 49 (3.87%) .NET
4 47 (3.72%) HTML
5 44 (3.48%) Web Services
6 36 (2.85%) scikit-learn
7 33 (2.61%) AngularJS
7 33 (2.61%) REST
8 31 (2.45%) CSS
9 30 (2.37%) JMS
9 30 (2.37%) SOAP
10 29 (2.29%) Node.js
11 28 (2.21%) Pandas
12 25 (1.98%) MDX
13 24 (1.90%) HTML5
14 23 (1.82%) SciPy
15 21 (1.66%) XML
16 19 (1.50%) Hibernate
16 19 (1.50%) RESTful
17 17 (1.34%) NumPy
Miscellaneous
1 360 (28.46%) Analytical Skills
2 246 (19.45%) Computer Science
3 242 (19.13%) Statistics
4 208 (16.44%) Algorithms
5 199 (15.73%) Visualisation
6 164 (12.96%) Mathematics
7 65 (5.14%) Data Integration
8 62 (4.90%) Neural Network
9 57 (4.51%) Physics
10 55 (4.35%) Hedge funds
11 45 (3.56%) Management Information System
12 44 (3.48%) Artificial Intelligence
13 40 (3.16%) Data Structures
14 38 (3.00%) CUDA
15 35 (2.77%) Economics
16 28 (2.21%) Fintech
17 22 (1.74%) Data Centre
18 21 (1.66%) User Experience
19 20 (1.58%) Fixed Income
20 19 (1.50%) Enterprise Software
Operating Systems
1 95 (7.51%) Linux
2 38 (3.00%) Windows
3 24 (1.90%) Unix
4 9 (0.71%) Windows Server
5 6 (0.47%) Android
5 6 (0.47%) Apple iOS
6 3 (0.24%) Windows 10
7 1 (0.079%) Ubuntu
7 1 (0.079%) Windows 7
7 1 (0.079%) Windows 8
Processes & Methodologies
1 502 (39.68%) Analytics
2 377 (29.80%) Machine Learning
3 302 (23.87%) Business Intelligence
4 237 (18.74%) Agile Software Development
5 194 (15.34%) Data Analysis
6 175 (13.83%) Data Analytics
7 163 (12.89%) ETL
8 140 (11.07%) Predictive Modelling
9 112 (8.85%) Data Modelling
10 107 (8.46%) Data Visualisation
11 100 (7.91%) Statistical Modelling
12 84 (6.64%) Software Engineering
13 82 (6.48%) Statistical Analysis
14 79 (6.25%) Data Management
14 79 (6.25%) MapReduce
15 69 (5.45%) CRM
16 65 (5.14%) OO
17 64 (5.06%) Open Source
18 62 (4.90%) Mentoring
19 58 (4.58%) Project Management
Programming Languages
1 580 (45.85%) SQL
2 390 (30.83%) Python
3 290 (22.92%) Java
4 278 (21.98%) R
5 167 (13.20%) C++
6 110 (8.70%) MATLAB
7 100 (7.91%) Scala
8 98 (7.75%) T-SQL
9 78 (6.17%) JavaScript
10 73 (5.77%) C#
11 58 (4.58%) VBA
12 41 (3.24%) C
13 40 (3.16%) VB
14 37 (2.92%) PL/SQL
15 33 (2.61%) PHP
16 32 (2.53%) Perl
17 30 (2.37%) Bash Shell
17 30 (2.37%) Clojure
18 22 (1.74%) Ruby
19 14 (1.11%) Shell Script
Qualifications
1 338 (26.72%) Degree
2 163 (12.89%) PhD
3 21 (1.66%) Security Cleared
4 18 (1.42%) Microsoft Certification
5 15 (1.19%) DV Cleared
6 11 (0.87%) ISTQB
7 8 (0.63%) CISSP
7 8 (0.63%) PRINCE2 Certification
7 8 (0.63%) SC Cleared
8 7 (0.55%) ISEB
9 6 (0.47%) CCNA
9 6 (0.47%) CEH
9 6 (0.47%) Cisco Certification
9 6 (0.47%) ISTQB Foundation Certification
10 5 (0.40%) ISTQB Advanced Certification
10 5 (0.40%) MCITP
10 5 (0.40%) MCSA
11 4 (0.32%) CISM
11 4 (0.32%) MCSE
11 4 (0.32%) PMI Certification
Quality Assurance & Compliance
1 69 (5.45%) Data Quality
2 52 (4.11%) QA
3 7 (0.55%) SLA
4 4 (0.32%) Actionable Recommendations
4 4 (0.32%) SNOMED CT
5 2 (0.16%) ISO 9001
5 2 (0.16%) ISO/IEC 20000
6 1 (0.079%) HL7
6 1 (0.079%) ISAE 3402
6 1 (0.079%) ISO/IEC 27001
6 1 (0.079%) SSAE 16
System Software
1 26 (2.06%) Docker
2 18 (1.42%) Active Directory
3 14 (1.11%) HDFS
4 13 (1.03%) Virtual Machines
4 13 (1.03%) VirtualBox
5 9 (0.71%) Apache Flume
5 9 (0.71%) Ceph
5 9 (0.71%) VMware Infrastructure
6 4 (0.32%) Hyper-V
6 4 (0.32%) vSphere
7 3 (0.24%) Firmware
7 3 (0.24%) KVM
7 3 (0.24%) Veritas Cluster Server
8 1 (0.079%) vCloud
8 1 (0.079%) XenServer
Systems Management
1 11 (0.87%) Opscode Chef
2 9 (0.71%) Mesos
2 9 (0.71%) Puppet
3 8 (0.63%) Host Intrusion Detection System
3 8 (0.63%) SCCM
4 7 (0.55%) Hadoop YARN
5 5 (0.40%) Oozie
5 5 (0.40%) Salt
6 4 (0.32%) EnCase
7 3 (0.24%) AirWatch
7 3 (0.24%) HP Quality Center
7 3 (0.24%) NetBackup
8 1 (0.079%) ITRS Geneos
8 1 (0.079%) Kibana
8 1 (0.079%) Network Intrusion Detection System
8 1 (0.079%) Rundeck
8 1 (0.079%) Thomson Reuters DACS
8 1 (0.079%) vRealize
8 1 (0.079%) WSUS
8 1 (0.079%) ZABBIX
Vendors
1 171 (13.52%) Microsoft
2 128 (10.12%) Oracle
3 52 (4.11%) Tableau
4 36 (2.85%) Google
5 33 (2.61%) SAP
6 29 (2.29%) Cognos
7 25 (1.98%) IBM
8 19 (1.50%) Bloomberg
8 19 (1.50%) Informatica
8 19 (1.50%) Salesforce.com
9 15 (1.19%) HP
10 13 (1.03%) ServiceNow
11 12 (0.95%) RapidMiner
12 11 (0.87%) MicroStrategy
12 11 (0.87%) Netezza
12 11 (0.87%) Sophos
12 11 (0.87%) Teradata
13 10 (0.79%) Hyperion
14 9 (0.71%) Cognizant
14 9 (0.71%) Sybase
Manchester, Lancashire
Venturi
Salary: £50000 per annum + plus bonus and benefits
Posted: 14 hours ago
Brighton, East Sussex
Search Consultancy
Posted: 12 hours ago
Bournemouth, Dorset
JP Morgan
Salary: Competitive + Benefits
Posted: Yesterday
Central London / West End
Gamesys
Posted: 17 hours ago
City, London
ANSON MCCADE
Salary: £50,000 - £70,000 + bonus and benefits
Posted: 13 hours ago
Lichfield, Staffordshire
Spring Technology
Salary: £30000.00 - £40000.00 per annum
Posted: Yesterday
Chester, Cheshire
Applause IT Innovation
Salary: £35000 - £55000 per annum + + Great Benefits
Posted: Yesterday
London
Informatiq Consulting
Salary: excellent salary + very attractive benefits
Posted: 2 days ago
Bath, Avon
CPS Group UK
Salary: £33000 - £40000 per annum + pension
Posted: 2 days ago
City, London
Informatiq Consulting
Salary: £40000 - £50000 per annum + bonus, pension, healthcare
Posted: 4 days ago
London
Capita Resourcing - IT Resourcing
Salary: £35000 - £45000 per annum + Benefits package
Posted: 2 days ago
City, London
Venturi
Salary: £80000 - £100000 per annum + bonus and benefits
Posted: Yesterday
London
Colston Consulting
Salary: £80000 - £100000 per annum
Posted: 4 days ago
London
ClearCube Consulting
Salary: From £85,000 to £90,000 per annum
Posted: Yesterday
London
Eames Consulting
Salary: £70000 - £85000 per annum + Bonus & Benefits
Posted: 4 days ago
Bristol, Avon
EasyWebRecruitment.com
Salary: £24,475 - £29,758
Posted: 4 days ago
City, London
onezeero.
Salary: £40000 - £45000 per annum + Bonus + Excellent Benefits
Posted: 3 days ago
Manchester, Lancashire
Lorien Resourcing
Posted: 2 days ago
Hertfordshire
Lorien Resourcing
Salary: £24000 - £27000 per annum + Benefits
Posted: 3 days ago
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £35000 - £50000 per annum + Excellent Benefits & Prospects
Posted: Yesterday
City, London
ISL
Salary: £60000 - £75000 per annum + equity
Posted: 4 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: 3 days ago
London
Opilio Recruitment
Salary: From £50,000 to £60,000 per annum
Posted: 16 hours ago
City, London
Venturi
Salary: £60000 - £80000 per annum + Bonus and Benefits
Posted: 4 days ago
Manchester, Lancashire
Venturi
Salary: £60000 - £65000 per annum + benefits
Posted: 4 days ago
London
Durlston Partners
Salary: Up to £100,000 per annum + Bonus + Benefits
Posted: 4 days ago
North London
Understanding Recruitment
Salary: £30000.00 - £37000.00 per annum + Execllent Benefits
Posted: 5 days ago
Cheltenham, Gloucestershire
Sanderson
Salary: £45000.00 - £65000.00 per annum
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £55k DoE
Posted: 4 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: to £45k + benefits
Posted: 4 days ago