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

3 months to
29 Jun 2016
Same period 2015 Same period 2014
Data Mining
Rank 414 439 424
Rank change year-on-year
+25 -15
Permanent jobs citing Data Mining 615 638 738
As % of all permanent IT jobs located in England 0.67% 0.62% 0.66%
As % of the Database & Business Intelligence category 2.24% 1.88% 2.06%
Number of salaries quoted 535 457 625
Median salary £57,500 £50,000 £52,500
Median salary % change year-on-year
+15.00% -4.76%
90% offered a salary of more than £35,000 £32,500 £33,500
10% offered a salary of more than £92,500 £80,000 £80,000
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
27504 33958 35902
As % of all permanent IT jobs located in England 29.97% 32.77% 32.29%
Number of salaries quoted 23813 28933 31072
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 £30,500
10% offered a salary of more than £75,000 £70,000 £70,000
UK excluding London median salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 June 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 June 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 +3 367 £65,000 +8.33% 42
South East +42 95 £52,500 +10.52% 6
East of England +54 54 £47,500 +5.55% 7
North West +25 37 £40,000 -11.11% 4
South West +24 26 £50,000 +33.33% 2
Yorkshire +5 18 £40,000 +14.28% 7
East Midlands +14 9 £35,000 -6.66% 1
West Midlands -20 7 £46,250 - 3
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 29 June 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.

1 701 (49.26%) SQL
2 534 (37.53%) Analytics
3 430 (30.22%) Analytical Skills
4 420 (29.52%) Big Data
5 417 (29.30%) Business Intelligence
6 412 (28.95%) Finance
7 405 (28.46%) Python
8 389 (27.34%) Machine Learning
9 365 (25.65%) Degree
10 335 (23.54%) Java
11 315 (22.14%) R
12 293 (20.59%) SQL Server
13 284 (19.96%) Data Warehouse
14 273 (19.18%) Hadoop
15 268 (18.83%) Computer Science
16 237 (16.65%) Data Analysis
17 228 (16.02%) Agile Software Development
18 226 (15.88%) Statistics
19 220 (15.46%) Visualisation
20 207 (14.55%) SAS
21 201 (14.13%) ETL
22 196 (13.77%) Algorithms
23 190 (13.35%) Microsoft
24 189 (13.28%) Data Analytics
25 180 (12.65%) Apache Spark
26 174 (12.23%) Relational Database
27 173 (12.16%) Marketing
28 170 (11.95%) Oracle
28 170 (11.95%) C++
29 164 (11.52%) MS Excel

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
1 207 (14.55%) SAS
2 180 (12.65%) Apache Spark
3 108 (7.59%) Apache Pig
4 37 (2.60%) Tomcat
5 31 (2.18%) Apache
6 23 (1.62%) Elasticsearch
7 17 (1.19%) SharePoint
8 14 (0.98%) GlassFish
9 10 (0.70%) WebSphere
10 7 (0.49%) Confluence
11 6 (0.42%) Apache Solr
11 6 (0.42%) DNN
11 6 (0.42%) JBoss
12 5 (0.35%) CMS
12 5 (0.35%) WebLogic
13 4 (0.28%) MS Exchange
13 4 (0.28%) SharePoint 2013
13 4 (0.28%) Skype for Business
14 3 (0.21%) OpenStack
15 2 (0.14%) SharePoint Server
Applications
1 164 (11.52%) MS Excel
2 98 (6.89%) SPSS
3 41 (2.88%) MS Office
4 29 (2.04%) MS PowerPoint
5 20 (1.41%) MS Visio
6 12 (0.84%) Spreadsheet
7 11 (0.77%) Weka
8 5 (0.35%) Mathematica
9 3 (0.21%) Stata
10 2 (0.14%) MS Project
11 1 (0.070%) EViews
11 1 (0.070%) S-PLUS
Business Applications
1 9 (0.63%) Dynamics CRM
1 9 (0.63%) SAP Oil and Gas
2 6 (0.42%) Oracle 11i
2 6 (0.42%) Sentinel
3 5 (0.35%) Relativity
4 4 (0.28%) Adobe Campaign
4 4 (0.28%) FastStats
4 4 (0.28%) SAP Business One
4 4 (0.28%) Unica
5 2 (0.14%) CSG Singleview
5 2 (0.14%) Dynamics AX
5 2 (0.14%) Oracle EBS
5 2 (0.14%) SAP hybris
5 2 (0.14%) Tesseract
6 1 (0.070%) Dynamics NAV
6 1 (0.070%) Oracle Applications
6 1 (0.070%) SAP CO
6 1 (0.070%) SAP CRM
6 1 (0.070%) SAP FI/CO
6 1 (0.070%) Scribe Insight
Cloud Services
1 70 (4.92%) Amazon AWS
2 27 (1.90%) Google Analytics
3 24 (1.69%) SaaS
4 23 (1.62%) Amazon EC2
5 20 (1.41%) Adobe Analytics
5 20 (1.41%) Amazon S3
6 17 (1.19%) Amazon EMR
7 8 (0.56%) Cloud Computing
8 7 (0.49%) PaaS
9 5 (0.35%) Amazon ELB
9 5 (0.35%) AWS Elastic Beanstalk
9 5 (0.35%) IaaS
9 5 (0.35%) Microsoft Azure
10 4 (0.28%) GitHub
11 3 (0.21%) AdWords
12 2 (0.14%) SuccessFactors
13 1 (0.070%) Amazon SQS
13 1 (0.070%) Office 365
Communications & Networking
1 13 (0.91%) Firewall
2 7 (0.49%) TCP/IP
3 6 (0.42%) DNS
3 6 (0.42%) SMS
4 5 (0.35%) HTTPS
4 5 (0.35%) Internet
4 5 (0.35%) Unified Communications
4 5 (0.35%) VPN
5 4 (0.28%) Network Security
5 4 (0.28%) SAN
5 4 (0.28%) Wi-Fi
6 3 (0.21%) LDAP
6 3 (0.21%) Skype
6 3 (0.21%) TACACS
6 3 (0.21%) VLAN
7 2 (0.14%) Bluetooth
7 2 (0.14%) LAN
7 2 (0.14%) NAS
7 2 (0.14%) Wideband
7 2 (0.14%) WLAN
Database & Business Intelligence
1 420 (29.52%) Big Data
2 293 (20.59%) SQL Server
3 284 (19.96%) Data Warehouse
4 273 (19.18%) Hadoop
5 174 (12.23%) Relational Database
6 155 (10.89%) SQL Server Integration Services
7 143 (10.05%) SQL Server Reporting Services
8 142 (9.98%) NoSQL
9 131 (9.21%) Apache Hive
10 112 (7.87%) SQL Server Analysis Services
11 84 (5.90%) MongoDB
12 71 (4.99%) SQL Server 2008
13 67 (4.71%) MySQL
14 61 (4.29%) BusinessObjects
14 61 (4.29%) Text Mining
15 60 (4.22%) RDBMS
16 47 (3.30%) Apache Cassandra
16 47 (3.30%) SQL Server 2012
17 37 (2.60%) OLAP
18 34 (2.39%) PostgreSQL
Development Applications
1 61 (4.29%) Git (software)
2 32 (2.25%) Jenkins
3 26 (1.83%) Eclipse
4 19 (1.34%) Maven
4 19 (1.34%) NetBeans
5 18 (1.26%) JIRA
5 18 (1.26%) Vagrant
6 14 (0.98%) Team Foundation Server
6 14 (0.98%) Visual Studio
6 14 (0.98%) Yeoman
7 11 (0.77%) Cucumber
7 11 (0.77%) HP UFT
7 11 (0.77%) IntelliJ
8 10 (0.70%) WebDriver
9 9 (0.63%) Selenium
10 7 (0.49%) ERwin
10 7 (0.49%) SQL Server Management Studio (SSMS)
11 6 (0.42%) FitNesse
11 6 (0.42%) TeamCity
12 5 (0.35%) Talend Open Studio
General
1 412 (28.95%) Finance
2 173 (12.16%) Marketing
3 94 (6.61%) Retail
4 54 (3.79%) Legal
5 45 (3.16%) Telecoms
6 43 (3.02%) Banking
7 36 (2.53%) Law
8 33 (2.32%) Advertising
9 29 (2.04%) Automotive
10 26 (1.83%) Manufacturing
11 17 (1.19%) Billing
11 17 (1.19%) Pharmaceutical
12 15 (1.05%) Games
13 13 (0.91%) French Language
14 12 (0.84%) Financial Institution
15 9 (0.63%) Front Office
16 8 (0.56%) Back Office
17 7 (0.49%) Publishing
18 6 (0.42%) Electronics
19 5 (0.35%) Spanish Language
Job Titles
1 341 (23.96%) Developer
2 294 (20.66%) Analyst
3 242 (17.01%) Data Scientist
4 102 (7.17%) Architect
5 101 (7.10%) Data Analyst
6 91 (6.39%) Consultant
7 88 (6.18%) Java Developer
8 63 (4.43%) SQL Developer
9 58 (4.08%) Senior Data Scientist
10 57 (4.01%) Business Intelligence Developer
11 53 (3.72%) Data Architect
12 49 (3.44%) Senior Developer
13 47 (3.30%) Data Engineer
14 45 (3.16%) Machine Learning Scientist
15 41 (2.88%) SQL Analyst
16 37 (2.60%) Machine Learning Engineer
16 37 (2.60%) Quantitative Developer
17 36 (2.53%) Python Developer
17 36 (2.53%) SSIS Developer
18 35 (2.46%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 74 (5.20%) Natural Language Processing
2 68 (4.78%) .NET
3 49 (3.44%) Web Services
4 45 (3.16%) HTML
5 44 (3.09%) Spring
6 38 (2.67%) MDX
7 35 (2.46%) CSS
7 35 (2.46%) REST
8 33 (2.32%) AngularJS
9 32 (2.25%) XML
10 31 (2.18%) scikit-learn
11 30 (2.11%) JMS
12 27 (1.90%) Pandas
13 26 (1.83%) SciPy
13 26 (1.83%) SOAP
14 23 (1.62%) WCF
15 22 (1.55%) Middleware
16 20 (1.41%) D3.js
16 20 (1.41%) Java SE
17 19 (1.34%) Node.js
Miscellaneous
1 430 (30.22%) Analytical Skills
2 268 (18.83%) Computer Science
3 226 (15.88%) Statistics
4 220 (15.46%) Visualisation
5 196 (13.77%) Algorithms
6 159 (11.17%) Mathematics
7 79 (5.55%) Data Integration
8 65 (4.57%) Management Information System
8 65 (4.57%) Neural Network
9 60 (4.22%) Hedge funds
10 51 (3.58%) Physics
11 42 (2.95%) Data Structures
12 34 (2.39%) Artificial Intelligence
12 34 (2.39%) Fintech
13 33 (2.32%) Economics
14 27 (1.90%) CUDA
15 20 (1.41%) Enterprise Software
16 19 (1.34%) Mobile App
17 17 (1.19%) Virtual Team
18 16 (1.12%) Performance Metrics
Operating Systems
1 95 (6.68%) Linux
2 55 (3.87%) Windows
3 54 (3.79%) Unix
4 9 (0.63%) Android
4 9 (0.63%) Apple iOS
5 5 (0.35%) Ubuntu
5 5 (0.35%) Windows Server
6 1 (0.070%) Windows 7
6 1 (0.070%) Windows 8
Processes & Methodologies
1 534 (37.53%) Analytics
2 417 (29.30%) Business Intelligence
3 389 (27.34%) Machine Learning
4 237 (16.65%) Data Analysis
5 228 (16.02%) Agile Software Development
6 201 (14.13%) ETL
7 189 (13.28%) Data Analytics
8 143 (10.05%) Data Modelling
9 134 (9.42%) Data Visualisation
10 120 (8.43%) Predictive Modelling
11 105 (7.38%) Data Management
11 105 (7.38%) Statistical Analysis
12 92 (6.47%) MapReduce
13 90 (6.32%) Statistical Modelling
14 83 (5.83%) Software Engineering
15 75 (5.27%) OO
16 72 (5.06%) Open Source
17 66 (4.64%) CRM
18 65 (4.57%) Mentoring
19 63 (4.43%) Performance Tuning
Programming Languages
1 701 (49.26%) SQL
2 405 (28.46%) Python
3 335 (23.54%) Java
4 315 (22.14%) R
5 170 (11.95%) C++
6 126 (8.85%) T-SQL
7 121 (8.50%) MATLAB
8 106 (7.45%) JavaScript
9 105 (7.38%) Scala
10 84 (5.90%) C#
11 79 (5.55%) VBA
12 52 (3.65%) PL/SQL
13 49 (3.44%) C
14 42 (2.95%) Perl
15 35 (2.46%) VB
16 32 (2.25%) Clojure
17 31 (2.18%) Ruby
18 27 (1.90%) Bash Shell
19 21 (1.48%) PHP
20 16 (1.12%) Shell Script
Qualifications
1 365 (25.65%) Degree
2 158 (11.10%) PhD
3 27 (1.90%) Security Cleared
4 17 (1.19%) CITP
4 17 (1.19%) DV Cleared
4 17 (1.19%) Microsoft Certification
5 16 (1.12%) SC Cleared
6 13 (0.91%) CISSP
7 10 (0.70%) CISM
8 8 (0.56%) PMI Certification
8 8 (0.56%) PMP
9 7 (0.49%) CCNA
9 7 (0.49%) Cisco Certification
9 7 (0.49%) PRINCE2 Certification
10 6 (0.42%) CEH
10 6 (0.42%) ISEB
10 6 (0.42%) ISTQB
11 5 (0.35%) Postgraduate
12 4 (0.28%) ACCA
12 4 (0.28%) MCDBA
Quality Assurance & Compliance
1 94 (6.61%) Data Quality
2 78 (5.48%) QA
3 9 (0.63%) ISO/IEC 20000
4 6 (0.42%) ISO 9001
4 6 (0.42%) SNOMED CT
5 2 (0.14%) COBIT
5 2 (0.14%) ISAE 3402
5 2 (0.14%) SSAE 16
6 1 (0.070%) HL7
6 1 (0.070%) ISO/IEC 27001
6 1 (0.070%) Sarbanes-Oxley
6 1 (0.070%) SLA
System Software
1 22 (1.55%) HDFS
2 14 (0.98%) Virtual Machines
2 14 (0.98%) VirtualBox
3 13 (0.91%) Docker
4 9 (0.63%) Veritas Cluster Server
5 8 (0.56%) Ceph
5 8 (0.56%) VMware Infrastructure
6 6 (0.42%) Active Directory
7 4 (0.28%) KVM
8 3 (0.21%) Apache Flume
8 3 (0.21%) Firmware
8 3 (0.21%) Hyper-V
8 3 (0.21%) vSphere
8 3 (0.21%) Xen
Systems Management
1 13 (0.91%) Hadoop YARN
2 8 (0.56%) Host Intrusion Detection System
2 8 (0.56%) Mesos
3 6 (0.42%) Puppet
4 5 (0.35%) Opscode Chef
5 4 (0.28%) EnCase
5 4 (0.28%) Rundeck
6 3 (0.21%) EMC NetWorker
6 3 (0.21%) Salt
7 2 (0.14%) FTK
7 2 (0.14%) Oozie
7 2 (0.14%) Oracle Enterprise Manager
7 2 (0.14%) SCCM
8 1 (0.070%) HP Quality Center
8 1 (0.070%) ITRS Geneos
8 1 (0.070%) Kibana
8 1 (0.070%) Network Intrusion Detection System
8 1 (0.070%) RSA Archer
8 1 (0.070%) Thomson Reuters DACS
8 1 (0.070%) ZABBIX
Vendors
1 190 (13.35%) Microsoft
2 170 (11.95%) Oracle
3 57 (4.01%) Tableau
4 44 (3.09%) Google
5 42 (2.95%) SAP
6 37 (2.60%) IBM
7 34 (2.39%) Cognos
8 22 (1.55%) Informatica
9 17 (1.19%) Adobe
9 17 (1.19%) Facebook
10 16 (1.12%) Salesforce.com
10 16 (1.12%) Teradata
11 13 (0.91%) RapidMiner
12 12 (0.84%) MicroStrategy
13 11 (0.77%) Sybase
14 10 (0.70%) BEA
14 10 (0.70%) Bloomberg
14 10 (0.70%) HP
14 10 (0.70%) Sophos
14 10 (0.70%) TIBCO
London
Capita Resourcing - IT Resourcing
Salary: £60000 - £90000 per annum + Benefits package
Posted: 1 hour ago
Glossop, Derbyshire
Montash
Salary: £50512 - £57728 per annum + benefits
Posted: 7 hours ago
London
Arrows Group
Salary: £0.00 - £55000 per annum
Posted: 3 hours ago
Leeds, West Yorkshire
Lorien Resourcing
Posted: 3 hours ago
London
Lorien Resourcing
Salary: £40000 - £45000 per annum
Posted: 7 hours ago
City, London
Quant Capital
Salary: Up to £50,000 per annum Bonus Medical Pension
Posted: 7 hours ago
London
Oho Group Ltd.
Salary: £35k - 50k per year + bonus + share scheme
Posted: Yesterday
Cambridge, Cambridgeshire
ISL
Salary: £35000 - £65000 per annum
Posted: Yesterday
London
British Museum
Salary: £31,988 per annum
Posted: Yesterday
London
Experis Ltd
Salary: £50000.00 - £65000.00 per annum + Benefits, Bonus
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £40000 - £55000 per annum
Posted: 2 days ago
Stevenage, Hertfordshire
Understanding Recruitment
Salary: £40000.00 - £50000.00 per annum + Benefits
Posted: Yesterday
City, London
Oxbridge Answers
Salary: 35000 - 40000
Posted: Yesterday
Hereford and Worcester
Creative Personnel
Salary: £30000 - £40000 per annum, Benefits Life/Health Cover, Bonus Scheme, G
Posted: 2 days ago
Hereford and Worcester
Creative Personnel
Salary: £30000 - £40000 per annum, Benefits Life/Health Cover, Bonus Scheme, G
Posted: 2 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: Up to £35,000 per annum
Posted: Yesterday
City, London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum
Posted: Yesterday
London
Lorien Resourcing
Salary: £45000 - £55000 per annum + Bonus + Pension + Health care
Posted: 6 hours ago
Bristol, Avon
Robert Walters
Salary: £26000 - £34000 per annum
Posted: Yesterday
Central London / West End
JWResource
Salary: From £40,000 to £50,000 per annum plus benefits
Posted: Yesterday
London
ClearCube Consulting
Salary: From £70,000 to £100,000 per annum
Posted: Yesterday
Manchester, Lancashire
People Source Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: Yesterday
City, London
Third Republic Ltd
Salary: Up to £85,000 per annum dependant on experience
Posted: 2 days ago
City, London
Oliver James Associates
Salary: £45000 - £55000 per annum + a competitive benefits package
Posted: Yesterday
City, London
Oliver James Associates
Salary: £45000 - £55000 per annum + a competitive benefits package
Posted: Yesterday
Cambridge, Cambridgeshire
Edgar Cowen
Salary: £35000 - £50000 per annum + Excellent Benefits & Prospects
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40,000-£58,000 depending on experience.
Posted: 2 days ago
Leeds, West Yorkshire
Hainton Recruitment
Salary: £43000 - £53000 per annum + 34 Days Holiday + Generous Pension
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40,000-£53,000 depending on experience.
Posted: 2 days ago