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

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Data Mining
UK / England
Rank 508 442 471
Rank change year-on-year
-66 +29
Permanent jobs citing Data Mining 319 551 522
As % of all permanent IT jobs located in England 0.41% 0.59% 0.53%
As % of the Database & Business Intelligence category 1.36% 1.83% 1.73%
Number of salaries quoted 264 434 421
Median salary £52,500 £51,125 £47,500
Median salary % change year-on-year
+2.68% +7.63%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £82,500 £80,000 £72,500
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 England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
23456 30177 30240
As % of all permanent IT jobs located in England 30.15% 32.20% 30.90%
Number of salaries quoted 20337 25856 26107
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 £31,000
10% offered a salary of more than £75,000 £70,000 £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 22 January 2017.

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 22 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
London -31 177 £60,000 - 26
South East -18 44 £48,500 -3.96% 5
North West +2 33 £33,000 -12.00% 2
East of England +32 28 £58,913 +57.10% 4
South West +23 18 £52,500 +59.09% 2
West Midlands +5 13 £42,500 +24.08% 4
East Midlands -9 3 £47,500 -5.00% 1
Yorkshire -10 3 £50,000 +25.00% 7
North East +1 1 £42,500 +63.46% 1
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 22 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 England region with a requirement for Data Mining.

1 380 (54.76%) SQL
2 315 (45.39%) Analytics
3 227 (32.71%) Python
4 206 (29.68%) Business Intelligence
5 205 (29.54%) Machine Learning
6 200 (28.82%) Statistics
7 192 (27.67%) Big Data
8 179 (25.79%) Degree
9 172 (24.78%) Analytical Skills
10 166 (23.92%) Finance
11 161 (23.20%) Agile Software Development
12 154 (22.19%) R
13 150 (21.61%) SQL Server
14 143 (20.61%) Data Warehouse
15 140 (20.17%) Computer Science
16 133 (19.16%) Mathematics
17 131 (18.88%) ETL
17 131 (18.88%) Hadoop
17 131 (18.88%) Algorithms
18 129 (18.59%) Java
19 124 (17.87%) SQL Server Reporting Services
20 122 (17.58%) Visualisation
21 119 (17.15%) Relational Database
22 117 (16.86%) Microsoft
23 116 (16.71%) Data Analysis
24 107 (15.42%) Data Analytics
25 105 (15.13%) Data Modelling
26 103 (14.84%) SQL Server Integration Services
27 98 (14.12%) T-SQL
27 98 (14.12%) 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 91 (13.11%) SAS
2 82 (11.82%) Apache Spark
3 42 (6.05%) Apache Pig
4 12 (1.73%) Elasticsearch
5 11 (1.59%) Apache
6 10 (1.44%) SharePoint
7 9 (1.30%) Tomcat
8 8 (1.15%) JBoss
8 8 (1.15%) WebSphere
9 7 (1.01%) WebLogic
10 5 (0.72%) CICS
10 5 (0.72%) IIS
11 4 (0.58%) OpenStack
12 3 (0.43%) ColdFusion
12 3 (0.43%) Oracle SOA Suite
13 2 (0.29%) CMS
14 1 (0.14%) Apache Solr
14 1 (0.14%) Confluence
14 1 (0.14%) Drupal
14 1 (0.14%) GlassFish
Applications
1 98 (14.12%) MS Excel
2 39 (5.62%) SPSS
3 21 (3.03%) MS Office
4 20 (2.88%) MS PowerPoint
5 19 (2.74%) Stata
6 4 (0.58%) Spreadsheet
7 3 (0.43%) S-PLUS
8 2 (0.29%) CPLEX
8 2 (0.29%) MS Visio
8 2 (0.29%) Weka
Business Applications
1 8 (1.15%) Sentinel
2 4 (0.58%) Oracle AML
3 2 (0.29%) Adobe Campaign
3 2 (0.29%) Cognos Business Intelligence
3 2 (0.29%) Dynamics CRM
3 2 (0.29%) Eloqua
3 2 (0.29%) FastStats
3 2 (0.29%) Relativity
3 2 (0.29%) Unica
4 1 (0.14%) Dynamics AX
4 1 (0.14%) Dynamics NAV
4 1 (0.14%) Maximo
4 1 (0.14%) Oracle Applications
4 1 (0.14%) Oracle Assets
4 1 (0.14%) Oracle CRM
4 1 (0.14%) Oracle General Ledger
4 1 (0.14%) Oracle Subledger Accounting
Cloud Services
1 43 (6.20%) Microsoft Azure
2 29 (4.18%) Amazon AWS
3 13 (1.87%) Google Analytics
4 12 (1.73%) GitHub
4 12 (1.73%) Office 365
5 11 (1.59%) Data Lake Analytics
6 9 (1.30%) Amazon EC2
7 6 (0.86%) Amazon S3
8 5 (0.72%) Amazon EMR
9 4 (0.58%) Google Cloud Platform
10 3 (0.43%) Adobe Analytics
10 3 (0.43%) Amazon Kinesis
11 2 (0.29%) AWS Lambda
11 2 (0.29%) Responsys
12 1 (0.14%) Amazon SQS
12 1 (0.14%) Cloud Computing
12 1 (0.14%) Google Tag Manager
12 1 (0.14%) PaaS
Communications & Networking
1 4 (0.58%) Firewall
1 4 (0.58%) Internet
2 2 (0.29%) Cisco ASA
2 2 (0.29%) Cisco Nexus
2 2 (0.29%) Intranet
2 2 (0.29%) Network Security
2 2 (0.29%) TCP/IP
3 1 (0.14%) LAN
3 1 (0.14%) VoIP
3 1 (0.14%) WAN
Database & Business Intelligence
1 192 (27.67%) Big Data
2 150 (21.61%) SQL Server
3 143 (20.61%) Data Warehouse
4 131 (18.88%) Hadoop
5 124 (17.87%) SQL Server Reporting Services
6 119 (17.15%) Relational Database
7 103 (14.84%) SQL Server Integration Services
8 76 (10.95%) MySQL
8 76 (10.95%) Power BI
9 69 (9.94%) NoSQL
10 68 (9.80%) SQL Server Analysis Services
11 58 (8.36%) MongoDB
12 52 (7.49%) Apache Hive
13 49 (7.06%) BusinessObjects
14 37 (5.33%) SQL Server 2014
15 36 (5.19%) QlikView
16 31 (4.47%) PostgreSQL
17 29 (4.18%) Apache Cassandra
18 27 (3.89%) RDBMS
19 25 (3.60%) Azure SQL Database
Development Applications
1 24 (3.46%) Talend Open Studio
2 22 (3.17%) Git (software)
3 18 (2.59%) Jenkins
4 8 (1.15%) JIRA
5 7 (1.01%) Ant
5 7 (1.01%) Gradle
5 7 (1.01%) Maven
5 7 (1.01%) Vagrant
6 6 (0.86%) JUnit
7 5 (0.72%) Eclipse
7 5 (0.72%) Yeoman
8 2 (0.29%) ProC
8 2 (0.29%) SQL Server Management Studio (SSMS)
9 1 (0.14%) Team Foundation Server
9 1 (0.14%) TestNG
9 1 (0.14%) Visual Studio
General
1 166 (23.92%) Finance
2 90 (12.97%) Marketing
3 47 (6.77%) Legal
4 38 (5.48%) Banking
5 28 (4.03%) Retail
6 15 (2.16%) Telecoms
7 13 (1.87%) Back Office
8 11 (1.59%) Advertising
9 10 (1.44%) French Language
9 10 (1.44%) Games
9 10 (1.44%) Law
10 8 (1.15%) Automotive
11 7 (1.01%) Manufacturing
12 6 (0.86%) Investment Banking
12 6 (0.86%) Publishing
13 4 (0.58%) Italian Language
13 4 (0.58%) Local Government
13 4 (0.58%) Spanish Language
14 2 (0.29%) Billing
14 2 (0.29%) Retail Banking
Job Titles
1 178 (25.65%) Data Scientist
2 154 (22.19%) Analyst
3 152 (21.90%) Developer
4 59 (8.50%) Consultant
5 56 (8.07%) Data Analyst
6 55 (7.93%) Business Analyst
7 35 (5.04%) Business Intelligence Developer
7 35 (5.04%) Senior Data Scientist
8 33 (4.76%) Java Developer
8 33 (4.76%) Software Engineer
9 28 (4.03%) Python Developer
10 26 (3.75%) Architect
11 24 (3.46%) Technical Business Analyst
12 23 (3.31%) Data Engineer
12 23 (3.31%) Technical Analyst
13 21 (3.03%) Business Intelligence Lead
13 21 (3.03%) Senior Developer
14 20 (2.88%) Business Intelligence Consultant
14 20 (2.88%) Data Consultant
14 20 (2.88%) DBA
Libraries, Frameworks & Software Standards
1 51 (7.35%) MDX
2 46 (6.63%) XML
3 38 (5.48%) Natural Language Processing
4 30 (4.32%) .NET
5 25 (3.60%) Pandas
5 25 (3.60%) scikit-learn
6 24 (3.46%) Node.js
6 24 (3.46%) RESTful
7 21 (3.03%) NumPy
7 21 (3.03%) Spring
8 17 (2.45%) JMS
8 17 (2.45%) OpenGL
9 15 (2.16%) Django
9 15 (2.16%) HTML
10 14 (2.02%) Boost C++ Libraries
10 14 (2.02%) React
10 14 (2.02%) STL
11 13 (1.87%) Flask
12 12 (1.73%) SOAP
13 11 (1.59%) Web Services
Miscellaneous
1 200 (28.82%) Statistics
2 172 (24.78%) Analytical Skills
3 140 (20.17%) Computer Science
4 133 (19.16%) Mathematics
5 131 (18.88%) Algorithms
6 122 (17.58%) Visualisation
7 43 (6.20%) Data Structures
8 42 (6.05%) Physics
9 32 (4.61%) Neural Network
10 31 (4.47%) User Experience
11 25 (3.60%) Artificial Intelligence
12 22 (3.17%) CUDA
12 22 (3.17%) Data Integration
13 21 (3.03%) Economics
14 19 (2.74%) Fixed Income
14 19 (2.74%) Hedge funds
14 19 (2.74%) Management Information System
15 18 (2.59%) Credit Risk
16 13 (1.87%) Data Extraction
16 13 (1.87%) Mobile App
Operating Systems
1 63 (9.08%) Linux
2 19 (2.74%) Unix
3 6 (0.86%) Windows
4 5 (0.72%) Windows Server
5 2 (0.29%) Android
5 2 (0.29%) Apple iOS
5 2 (0.29%) Red Hat Enterprise Linux
6 1 (0.14%) AIX
6 1 (0.14%) CentOS
6 1 (0.14%) HPUX
6 1 (0.14%) Windows Server 2008
Processes & Methodologies
1 315 (45.39%) Analytics
2 206 (29.68%) Business Intelligence
3 205 (29.54%) Machine Learning
4 161 (23.20%) Agile Software Development
5 131 (18.88%) ETL
6 116 (16.71%) Data Analysis
7 107 (15.42%) Data Analytics
8 105 (15.13%) Data Modelling
9 88 (12.68%) Software Engineering
10 70 (10.09%) Data Visualisation
11 68 (9.80%) Statistical Analysis
11 68 (9.80%) Statistical Modelling
12 47 (6.77%) CRM
13 46 (6.63%) Predictive Modelling
14 41 (5.91%) Scrum
15 40 (5.76%) Mentoring
16 38 (5.48%) Business Analysis
17 37 (5.33%) Data Management
18 36 (5.19%) E-Commerce
19 35 (5.04%) OO
Programming Languages
1 380 (54.76%) SQL
2 227 (32.71%) Python
3 154 (22.19%) R
4 129 (18.59%) Java
5 98 (14.12%) T-SQL
6 74 (10.66%) C++
7 55 (7.93%) JavaScript
8 45 (6.48%) C#
9 37 (5.33%) Scala
10 35 (5.04%) VBA
11 33 (4.76%) MATLAB
12 29 (4.18%) Data Analysis Expressions (DAX)
13 27 (3.89%) PL/SQL
14 26 (3.75%) Perl
15 20 (2.88%) PHP
16 15 (2.16%) C
17 14 (2.02%) Ruby
18 13 (1.87%) PowerShell
19 12 (1.73%) Shell Script
20 11 (1.59%) Groovy
Qualifications
1 179 (25.79%) Degree
2 82 (11.82%) PhD
3 24 (3.46%) Security Cleared
4 22 (3.17%) DV Cleared
5 12 (1.73%) Microsoft Certification
6 3 (0.43%) PMI Certification
7 2 (0.29%) CISM
7 2 (0.29%) CISSP
7 2 (0.29%) ISEB
7 2 (0.29%) ISTQB
7 2 (0.29%) ISTQB Advanced Certification
7 2 (0.29%) ISTQB Foundation Certification
7 2 (0.29%) ITIL Foundation Certificate
7 2 (0.29%) SC Cleared
8 1 (0.14%) CCA
8 1 (0.14%) ISEB Practitioner
8 1 (0.14%) MBA
8 1 (0.14%) MCSA
8 1 (0.14%) RHCA
Quality Assurance & Compliance
1 54 (7.78%) Data Quality
2 15 (2.16%) QA
3 4 (0.58%) Actionable Recommendations
4 3 (0.43%) SLA
5 1 (0.14%) Dodd-Frank
5 1 (0.14%) EMIR
5 1 (0.14%) MiFID
System Software
1 17 (2.45%) Docker
2 9 (1.30%) Active Directory
3 8 (1.15%) Apache Flume
3 8 (1.15%) Oracle RAC
4 6 (0.86%) Virtual Machines
5 5 (0.72%) VirtualBox
6 3 (0.43%) VMware Infrastructure
7 2 (0.29%) Hyper-V
7 2 (0.29%) vSphere
8 1 (0.14%) Apache ZooKeeper
8 1 (0.14%) Ceph
8 1 (0.14%) HDFS
8 1 (0.14%) KVM
Systems Management
1 9 (1.30%) Oozie
2 2 (0.29%) HP Quality Center
2 2 (0.29%) Opscode Chef
2 2 (0.29%) Puppet
3 1 (0.14%) EnCase
3 1 (0.14%) Hadoop YARN
3 1 (0.14%) Mesos
3 1 (0.14%) Oracle Enterprise Manager
3 1 (0.14%) Oracle RMAN
3 1 (0.14%) Salt
3 1 (0.14%) SCCM
Vendors
1 117 (16.86%) Microsoft
2 68 (9.80%) Oracle
3 61 (8.79%) Tableau
4 24 (3.46%) Talend
5 23 (3.31%) Vertica
6 19 (2.74%) Informatica
6 19 (2.74%) Salesforce.com
7 17 (2.45%) Cognos
8 16 (2.31%) Bloomberg
9 13 (1.87%) Google
10 12 (1.73%) IBM
11 11 (1.59%) Teradata
12 9 (1.30%) SAP
13 6 (0.86%) Cognizant
14 5 (0.72%) Alteryx
14 5 (0.72%) Hortonworks
14 5 (0.72%) JD Edwards
14 5 (0.72%) Netezza
14 5 (0.72%) VMware
15 3 (0.43%) ServiceNow
London
ComputAppoint
Salary: £35000 - £40000 per annum + Benefits
Posted: 2 days ago
South West
Stott & May
Posted: 2 days ago
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £30000 - £35000 per annum + Package
Posted: 2 days ago
Leeds, West Yorkshire
Churchill Frank
Salary: £25000 - £35000 per annum + bonus, pension
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: Yesterday
Hull, North Humberside
Senitor Associates
Salary: £30000 - £35000 per annum + Benefits
Posted: 2 days ago
London
Durlston Partners
Salary: From £60,000 to £120,000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 4 days ago
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 5 days ago
Newcastle-upon-Tyne, Tyne and Wear
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: Yesterday
Bristol Area
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: Yesterday
Leeds, West Yorkshire
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: Yesterday
Greater Manchester
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: Yesterday
London
Churchill Frank
Salary: £40000 - £50000 per annum + Bonus
Posted: 4 days ago
London
Lorien Resourcing
Salary: Car Allowance + Benefits & Bonus
Posted: 3 days ago
Royston, Hertfordshire
Hotel Chocolat
Salary: £competitive + Bonus + Bens
Posted: 4 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 5 days ago
West London
Durlston Partners
Salary: From £90,000 to £110,000 per annum Excellent Bonus and Benefits
Posted: 4 days ago
Harrogate, North Yorkshire
Senitor Associates
Salary: £45000 - £55000 per annum
Posted: 4 days ago
London
Colston Consulting
Salary: £60000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 4 days ago
Solihull, West Midlands (County)
Spring Technology
Salary: £25000.00 - £35000.00 per annum
Posted: 5 days ago
Central London / West End
Client Server
Salary: £80k to £100k + benefits
Posted: 5 days ago
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £22000 - £28000 per annum + Benefits
Posted: 4 days ago
London
Durlston Partners
Salary: Up to £120,000 per annum + Bonus
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 4 days ago
West Midlands
Experis Ltd
Salary: £25000.00 per annum + Benefits Package
Posted: 4 days ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 12 days ago
Nottingham, Nottinghamshire
Rebel Recruitment
Salary: From £50,000 to £78,000 per annum + 15% Bonus + Benefits
Posted: 6 days ago
Harrogate, North Yorkshire
Senitor Associates
Salary: £45000 - £55000 per annum
Posted: 4 days ago