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 25 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
25 Feb 2017
Same period 2016 Same period 2015
Data Mining
UK / England
Rank 512 446 477
Rank change year-on-year
-66 +31
Permanent jobs citing Data Mining 338 585 541
As % of all permanent IT jobs located in England 0.43% 0.61% 0.54%
As % of the Database & Business Intelligence category 1.44% 1.95% 1.74%
Number of salaries quoted 277 456 443
Median salary £55,000 £51,000 £47,500
Median salary % change year-on-year
+7.84% +7.36%
90% offered a salary of more than £32,500 £32,500 £28,000
10% offered a salary of more than £87,000 £82,500 £75,000
UK excluding London median salary £45,000 £42,500 £40,000
% change year-on-year
+5.88% +6.25%

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
23527 30077 31008
As % of all permanent IT jobs located in England 30.26% 31.58% 31.21%
Number of salaries quoted 20193 25803 26748
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 £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 25 February 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 25 February 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 -42 178 £60,000 - 25
South East +21 56 £45,000 -2.70% 5
East of England +19 30 £67,500 +50.00% 9
North West -5 25 £33,000 -8.96% 3
West Midlands +46 19 £42,500 +10.38% 1
South West +2 14 £52,500 +5.00%
Yorkshire +2 12 £50,000 +25.00% 6
East Midlands -15 3 £32,500 -25.28% 3
North East +4 1 £42,500 -
Data Mining
UK

Data Mining
Top 30 Related IT Skills in England

For the 6 months to 25 February 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.

1 389 (57.29%) SQL
2 305 (44.92%) Analytics
3 240 (35.35%) Python
4 224 (32.99%) Machine Learning
5 204 (30.04%) Big Data
6 197 (29.01%) Business Intelligence
7 186 (27.39%) Statistics
8 178 (26.22%) Degree
8 178 (26.22%) Finance
9 173 (25.48%) Analytical Skills
10 166 (24.45%) Agile Software Development
11 165 (24.30%) Mathematics
12 158 (23.27%) R
13 144 (21.21%) Computer Science
14 141 (20.77%) SQL Server
15 140 (20.62%) Hadoop
16 137 (20.18%) Java
17 136 (20.03%) Data Warehouse
18 127 (18.70%) SQL Server Reporting Services
18 127 (18.70%) Algorithms
19 124 (18.26%) Visualisation
20 120 (17.67%) ETL
21 115 (16.94%) Data Analysis
22 109 (16.05%) Relational Database
23 106 (15.61%) Microsoft
24 104 (15.32%) MS Excel
25 99 (14.58%) SAS
26 98 (14.43%) T-SQL
27 97 (14.29%) Data Modelling
28 95 (13.99%) Data Analytics

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 99 (14.58%) SAS
2 91 (13.40%) Apache Spark
3 36 (5.30%) Apache Pig
4 13 (1.91%) Apache
5 12 (1.77%) JBoss
5 12 (1.77%) WebSphere
6 11 (1.62%) Elasticsearch
6 11 (1.62%) WebLogic
7 10 (1.47%) SharePoint
8 8 (1.18%) Tomcat
9 5 (0.74%) IIS
10 4 (0.59%) Confluence
10 4 (0.59%) OpenStack
11 3 (0.44%) CICS
11 3 (0.44%) ColdFusion
11 3 (0.44%) Oracle SOA Suite
11 3 (0.44%) Tornado
12 2 (0.29%) Apache Solr
12 2 (0.29%) CMS
13 1 (0.15%) GlassFish
Applications
1 104 (15.32%) MS Excel
2 41 (6.04%) SPSS
3 18 (2.65%) MS PowerPoint
4 16 (2.36%) MS Office
4 16 (2.36%) Stata
5 7 (1.03%) MS Visio
6 4 (0.59%) Spreadsheet
7 2 (0.29%) S-PLUS
7 2 (0.29%) SPSS Modeler
7 2 (0.29%) Weka
8 1 (0.15%) EViews
Business Applications
1 8 (1.18%) Sentinel
2 3 (0.44%) Relativity
3 2 (0.29%) Adobe Campaign
3 2 (0.29%) Cognos Business Intelligence
3 2 (0.29%) Eloqua
3 2 (0.29%) FastStats
3 2 (0.29%) Unica
3 2 (0.29%) WebTrends
4 1 (0.15%) Dynamics AX
4 1 (0.15%) Dynamics CRM
4 1 (0.15%) Dynamics NAV
4 1 (0.15%) Oracle AML
4 1 (0.15%) Oracle Applications
4 1 (0.15%) Oracle Assets
4 1 (0.15%) Oracle General Ledger
4 1 (0.15%) Oracle Subledger Accounting
Cloud Services
1 40 (5.89%) Microsoft Azure
2 29 (4.27%) Amazon AWS
3 16 (2.36%) Google Analytics
4 15 (2.21%) GitHub
5 11 (1.62%) Data Lake Analytics
6 8 (1.18%) Amazon EC2
7 7 (1.03%) Amazon S3
7 7 (1.03%) Office 365
7 7 (1.03%) SaaS
8 5 (0.74%) Amazon EMR
9 3 (0.44%) Google Cloud Platform
10 2 (0.29%) AWS Lambda
10 2 (0.29%) PaaS
10 2 (0.29%) Responsys
11 1 (0.15%) Adobe Analytics
11 1 (0.15%) Amazon Kinesis
11 1 (0.15%) Amazon SQS
11 1 (0.15%) Cloud Computing
Communications & Networking
1 3 (0.44%) Internet
2 2 (0.29%) Firewall
2 2 (0.29%) Intranet
3 1 (0.15%) LAN
3 1 (0.15%) WAN
Database & Business Intelligence
1 204 (30.04%) Big Data
2 141 (20.77%) SQL Server
3 140 (20.62%) Hadoop
4 136 (20.03%) Data Warehouse
5 127 (18.70%) SQL Server Reporting Services
6 109 (16.05%) Relational Database
7 92 (13.55%) SQL Server Integration Services
8 74 (10.90%) Power BI
9 71 (10.46%) NoSQL
10 69 (10.16%) MySQL
11 65 (9.57%) SQL Server Analysis Services
12 60 (8.84%) MongoDB
13 55 (8.10%) Apache Hive
14 53 (7.81%) BusinessObjects
15 37 (5.45%) QlikView
16 35 (5.15%) SQL Server 2014
17 29 (4.27%) PostgreSQL
18 25 (3.68%) Apache Cassandra
18 25 (3.68%) Azure SQL Database
19 21 (3.09%) SQL Server 2012
Development Applications
1 23 (3.39%) Talend Open Studio
2 18 (2.65%) Git (software)
3 13 (1.91%) Jenkins
4 11 (1.62%) Ant
4 11 (1.62%) Gradle
4 11 (1.62%) Maven
5 10 (1.47%) JIRA
6 5 (0.74%) JUnit
7 4 (0.59%) Eclipse
7 4 (0.59%) Vagrant
7 4 (0.59%) Yeoman
8 2 (0.29%) Balsamiq Mockups
8 2 (0.29%) RStudio
9 1 (0.15%) Oracle Forms
9 1 (0.15%) SQL Server Management Studio (SSMS)
9 1 (0.15%) Team Foundation Server
9 1 (0.15%) TestNG
9 1 (0.15%) Visual Studio
General
1 178 (26.22%) Finance
2 78 (11.49%) Marketing
3 47 (6.92%) Legal
4 34 (5.01%) Banking
5 32 (4.71%) Retail
6 18 (2.65%) Telecoms
7 12 (1.77%) Games
8 11 (1.62%) Back Office
9 8 (1.18%) Advertising
9 8 (1.18%) Law
10 7 (1.03%) Billing
11 6 (0.88%) Investment Banking
11 6 (0.88%) Manufacturing
12 4 (0.59%) Automotive
12 4 (0.59%) Financial Institution
12 4 (0.59%) Front Office
12 4 (0.59%) Publishing
13 3 (0.44%) Pharmaceutical
14 2 (0.29%) Local Government
14 2 (0.29%) Retail Banking
Job Titles
1 184 (27.10%) Data Scientist
2 166 (24.45%) Analyst
3 150 (22.09%) Developer
4 59 (8.69%) Data Analyst
5 56 (8.25%) Business Analyst
6 53 (7.81%) Consultant
7 37 (5.45%) Java Developer
8 36 (5.30%) Senior Data Scientist
9 33 (4.86%) Business Intelligence Developer
10 30 (4.42%) Software Engineer
11 28 (4.12%) Technical Business Analyst
12 27 (3.98%) Python Developer
12 27 (3.98%) SQL Analyst
12 27 (3.98%) Technical Analyst
13 26 (3.83%) Architect
14 22 (3.24%) SQL Data Analyst
15 21 (3.09%) Business Intelligence Analyst
15 21 (3.09%) Data Consultant
15 21 (3.09%) Data Engineer
16 19 (2.80%) Junior
Libraries, Frameworks & Software Standards
1 51 (7.51%) MDX
2 44 (6.48%) XML
3 41 (6.04%) Natural Language Processing
4 36 (5.30%) .NET
5 28 (4.12%) Pandas
6 26 (3.83%) scikit-learn
7 24 (3.53%) JMS
7 24 (3.53%) NumPy
8 22 (3.24%) Node.js
9 21 (3.09%) RESTful
9 21 (3.09%) Spring
10 19 (2.80%) Web Services
11 18 (2.65%) HTML
12 17 (2.50%) SOAP
13 16 (2.36%) OpenGL
14 15 (2.21%) Boost C++ Libraries
14 15 (2.21%) STL
15 12 (1.77%) D3.js
15 12 (1.77%) Flask
15 12 (1.77%) REST
Miscellaneous
1 173 (25.48%) Analytical Skills
2 144 (21.21%) Computer Science
3 127 (18.70%) Algorithms
4 44 (6.48%) Data Structures
5 26 (3.83%) Management Information System
6 25 (3.68%) User Experience
7 18 (2.65%) Credit Risk
7 18 (2.65%) Fixed Income
7 18 (2.65%) Hedge funds
8 17 (2.50%) CUDA
9 16 (2.36%) Fintech
10 14 (2.06%) Mobile App
11 10 (1.47%) Field-Programmable Gate Array
12 8 (1.18%) Social Media
13 7 (1.03%) Client/Server
13 7 (1.03%) Social Network
14 6 (0.88%) Derivative
15 5 (0.74%) Cloud Native
15 5 (0.74%) Data Centre
15 5 (0.74%) Linux Command Line
Operating Systems
1 61 (8.98%) Linux
2 24 (3.53%) Unix
3 7 (1.03%) Windows
4 6 (0.88%) Android
4 6 (0.88%) Apple iOS
5 5 (0.74%) Windows Server
6 3 (0.44%) Red Hat Enterprise Linux
7 2 (0.29%) CentOS
8 1 (0.15%) AIX
8 1 (0.15%) HPUX
8 1 (0.15%) Windows Server 2008
Processes & Methodologies
1 305 (44.92%) Analytics
2 224 (32.99%) Machine Learning
3 197 (29.01%) Business Intelligence
4 186 (27.39%) Statistics
5 166 (24.45%) Agile Software Development
6 165 (24.30%) Mathematics
7 124 (18.26%) Visualisation
8 120 (17.67%) ETL
9 115 (16.94%) Data Analysis
10 97 (14.29%) Data Modelling
11 95 (13.99%) Data Analytics
12 81 (11.93%) Data Visualisation
13 76 (11.19%) Software Engineering
14 64 (9.43%) Statistical Modelling
15 54 (7.95%) Statistical Analysis
16 49 (7.22%) Physics
16 49 (7.22%) Predictive Modelling
17 47 (6.92%) Scrum
18 43 (6.33%) CRM
19 40 (5.89%) Data Management
Programming Languages
1 389 (57.29%) SQL
2 240 (35.35%) Python
3 158 (23.27%) R
4 137 (20.18%) Java
5 98 (14.43%) T-SQL
6 68 (10.01%) C++
7 57 (8.39%) JavaScript
8 48 (7.07%) C#
9 47 (6.92%) Scala
10 38 (5.60%) VBA
11 32 (4.71%) PL/SQL
12 30 (4.42%) MATLAB
12 30 (4.42%) Perl
13 29 (4.27%) Data Analysis Expressions (DAX)
14 24 (3.53%) PHP
15 19 (2.80%) C
16 13 (1.91%) Groovy
17 11 (1.62%) Ruby
18 10 (1.47%) Shell Script
19 9 (1.33%) VB
Qualifications
1 178 (26.22%) Degree
2 81 (11.93%) PhD
3 21 (3.09%) Security Cleared
4 19 (2.80%) DV Cleared
5 16 (2.36%) Microsoft Certification
6 2 (0.29%) CCA
6 2 (0.29%) CISM
6 2 (0.29%) CISSP
6 2 (0.29%) ITIL Foundation Certificate
6 2 (0.29%) PMI Certification
6 2 (0.29%) Postgraduate
6 2 (0.29%) RHCA
6 2 (0.29%) SC Cleared
7 1 (0.15%) ISEB
7 1 (0.15%) ISEB Practitioner
7 1 (0.15%) MBA
7 1 (0.15%) MCSA
Quality Assurance & Compliance
1 50 (7.36%) Data Quality
2 9 (1.33%) QA
3 4 (0.59%) MiFID
4 1 (0.15%) Dodd-Frank
4 1 (0.15%) EMIR
4 1 (0.15%) IFRS
4 1 (0.15%) IFRS 9
4 1 (0.15%) PMO
4 1 (0.15%) SLA
System Software
1 11 (1.62%) Docker
2 8 (1.18%) Oracle RAC
3 6 (0.88%) Active Directory
3 6 (0.88%) Apache Flume
3 6 (0.88%) Virtual Machines
4 4 (0.59%) VirtualBox
4 4 (0.59%) VMware Infrastructure
5 3 (0.44%) HDFS
6 2 (0.29%) Hyper-V
6 2 (0.29%) KVM
6 2 (0.29%) vSphere
7 1 (0.15%) Apache ZooKeeper
Systems Management
1 7 (1.03%) Oozie
2 2 (0.29%) EnCase
2 2 (0.29%) HP Quality Center
3 1 (0.15%) Hadoop YARN
3 1 (0.15%) Oracle Enterprise Manager
3 1 (0.15%) Oracle RMAN
Vendors
1 106 (15.61%) Microsoft
2 71 (10.46%) Oracle
3 62 (9.13%) Tableau
4 23 (3.39%) Talend
5 19 (2.80%) Vertica
6 18 (2.65%) Google
7 16 (2.36%) Cognos
8 15 (2.21%) Informatica
8 15 (2.21%) Salesforce.com
9 11 (1.62%) Bloomberg
10 10 (1.47%) IBM
10 10 (1.47%) SAP
10 10 (1.47%) Teradata
11 6 (0.88%) Hortonworks
11 6 (0.88%) VMware
12 5 (0.74%) JD Edwards
12 5 (0.74%) MicroStrategy
13 4 (0.59%) Alteryx
13 4 (0.59%) Cloudera
13 4 (0.59%) Cognizant
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: Yesterday
Harrogate, North Yorkshire
Senitor Associates
Salary: £45000 - £55000 per annum
Posted: Yesterday
Cambridge, Cambridgeshire
IT Connections
Salary: 30,000 - 40,000
Posted: Yesterday
London
Durlston Partners
Salary: From £60,000 to £120,000 per annum + Bonus + Benefits
Posted: Yesterday
Harrogate, North Yorkshire
Senitor Associates
Salary: £45000 - £55000 per annum
Posted: Yesterday
Nottingham, Nottinghamshire
Experis Ltd
Posted: 3 days ago
London
myBench Ltd
Salary: From £25,000 to £45,000 per annum
Posted: 3 days ago
Manchester, Lancashire
Applause IT Innovation
Salary: £28000 - £40000 per annum + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 2 days ago
City, London
Informatiq Consulting
Posted: 4 days ago
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 4 days ago
London
ClearCube Consulting
Salary: From £75,000 to £95,000 per annum Excellent Benefits
Posted: 3 days ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 3 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
Rullion
Salary: £45000 - £55000 per annum + holidays, pension etc
Posted: 3 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 5 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 5 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: Excellent salary, bonus scheme, pension contribution matching (up to 5
Posted: 4 days ago
City, London
ReThink Recruitment
Salary: £30000.00 - £35000.00 per annum
Posted: 5 days ago
Nottingham, Nottinghamshire
Rebel Recruitment
Salary: From £50,000 to £78,000 per annum + 15% Bonus + Benefits
Posted: 4 days ago
Peterborough, Cambridgeshire
BGL Group
Salary: Competitive
Posted: 12 days ago
London
Adteq
Salary: From £45,000 to £55,000 per annum 45-55K + Benefits + working remotely
Posted: 5 days ago
London
comparethemarket.com
Salary: Up to £90,000 per annum
Posted: 12 days ago
City, London
Durlston Partners
Salary: From £50,000 to £130,000 per annum + Bonus + Benefits
Posted: 6 days ago
Colchester, Essex
Hurren and Hope
Salary: £55k - 65k per year + Plus benefits
Posted: 3 days ago
London
B Elite Talent
Salary: Excellent Package & negotiable for the right person
Posted: 6 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent
Posted: 5 days ago
London
myBench Ltd
Salary: From £60,000 to £80,000 per annum
Posted: 17 days ago
London
HAYS INFORMATION TECHNOLOGY
Posted: 4 days ago
Manchester, Lancashire
PwC
Salary: Competitive
Posted: 24 days ago