The table below looks at the statistics for Data Mining skills in IT jobs advertised across the UK. 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 415 419 465
Rank change year-on-year
+4 +46
Permanent jobs citing Data Mining 651 725 649
As % of all permanent IT jobs located in the UK 0.69% 0.66% 0.57%
As % of the Database & Business Intelligence category 2.32% 2.16% 1.81%
Number of salaries quoted 507 568 532
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 £30,700
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%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
28097 33606 35887
As % of all permanent IT jobs located in the UK 29.57% 30.75% 31.39%
Number of salaries quoted 23895 28456 30138
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

The demand trend of job ads 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 the UK

Data Mining
Salary Trend

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

Data Mining Salary Trend in the UK

Data Mining
Salary Histogram

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

Data Mining Salary Histogram in the UK

Data Mining
Top 30 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the UK 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
England +5 601 £50,000 - 83
London +24 310 £65,000 +4.83% 39
South East -5 85 £45,000 -5.26% 11
North West +30 67 £40,000 - 12
City of London +39 58 £67,500 +12.50% 7
South West +22 49 £50,000 +17.64% 6
Manchester +22 38 £40,000 -8.57% 9
Surrey +58 32 £60,000 +20.00% 2
East of England +5 28 £57,500 +27.77% 2
Scotland +28 26 £46,250 -31.48% 1
Yorkshire +19 24 £38,750 -13.88% 6
Hampshire -5 22 £40,000 -20.00% 5
Edinburgh +19 21 £45,000 -33.33% 1
Hertfordshire +34 19 £51,250 +20.58% 1
West Midlands -20 19 £45,000 -16.27% 4
Cheshire +23 18 £36,250 -4.60% 1
Leeds +22 16 £29,250 -41.50% 5
West Yorkshire +8 16 £29,250 -41.50% 5
Oxfordshire +7 16 £50,000 +53.84% 1
Exeter - 16 £50,000 -
Devon - 16 £50,000 -
Wales +13 15 £41,500 +27.69% 2
Somerset - 13 £55,000 - 2
Bath - 13 £55,000 - 1
South Wales +15 12 £41,500 -5.14% 1
Southampton +9 12 £37,500 +19.04% 2
Warwickshire +12 10 £50,000 +85.18%
Gloucestershire 0 10 £50,000 +5.26% 1
Cheltenham -6 10 £50,000 +5.26% 1
East Midlands -6 10 £40,000 +45.45% 1

Data Mining
Top 30 Related IT Skills

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 with a requirement for Data Mining.

1 583 (43.67%) SQL
2 510 (38.20%) Analytics
3 398 (29.81%) Python
4 387 (28.99%) Analytical Skills
5 377 (28.24%) Machine Learning
6 371 (27.79%) Finance
7 368 (27.57%) Big Data
7 368 (27.57%) Degree
8 304 (22.77%) Business Intelligence
9 278 (20.82%) Java
9 278 (20.82%) Agile Software Development
10 269 (20.15%) Statistics
11 267 (20.00%) R
12 246 (18.43%) Computer Science
13 236 (17.68%) SQL Server
14 224 (16.78%) Hadoop
15 221 (16.55%) Data Warehouse
16 217 (16.25%) Visualisation
17 212 (15.88%) Data Analysis
18 205 (15.36%) Microsoft
19 203 (15.21%) Algorithms
20 190 (14.23%) SAS
21 177 (13.26%) Mathematics
22 173 (12.96%) Data Analytics
23 169 (12.66%) Marketing
24 167 (12.51%) ETL
25 164 (12.28%) C++
26 163 (12.21%) Apache Spark
27 161 (12.06%) PhD
28 160 (11.99%) Relational Database

Data Mining
Top Related IT Skills 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
1 190 (14.23%) SAS
2 163 (12.21%) Apache Spark
3 97 (7.27%) Apache Pig
4 32 (2.40%) Apache
5 18 (1.35%) JBoss
5 18 (1.35%) Tomcat
6 17 (1.27%) Elasticsearch
7 13 (0.97%) GlassFish
8 12 (0.90%) Confluence
8 12 (0.90%) SharePoint
9 11 (0.82%) OpenStack
10 9 (0.67%) WebSphere
11 8 (0.60%) WebLogic
12 6 (0.45%) CICS
12 6 (0.45%) DNN
13 5 (0.37%) Apache Solr
14 4 (0.30%) Skype for Business
15 3 (0.22%) ColdFusion
16 2 (0.15%) CMS
16 2 (0.15%) IIS
Applications
1 142 (10.64%) MS Excel
2 116 (8.69%) SPSS
3 50 (3.75%) MS Office
4 35 (2.62%) MS PowerPoint
5 14 (1.05%) Stata
6 11 (0.82%) MS Visio
7 9 (0.67%) Spreadsheet
8 7 (0.52%) Mathematica
9 3 (0.22%) Weka
10 2 (0.15%) CPLEX
11 1 (0.075%) S-PLUS
Business Applications
1 16 (1.20%) Markit EDM
2 10 (0.75%) Sentinel
3 7 (0.52%) Relativity
4 6 (0.45%) SAP Oil and Gas
5 5 (0.37%) Oracle Financials
6 3 (0.22%) Dynamics CRM
6 3 (0.22%) Oracle AML
6 3 (0.22%) WebTrends
7 2 (0.15%) FastStats
7 2 (0.15%) Investran
7 2 (0.15%) Oracle EBS
8 1 (0.075%) Cognos Business Intelligence
8 1 (0.075%) Dynamics AX
8 1 (0.075%) Dynamics NAV
8 1 (0.075%) Eloqua
8 1 (0.075%) Infor CRM
8 1 (0.075%) Oracle Retail
8 1 (0.075%) PeopleSoft Financials
8 1 (0.075%) RMDS
8 1 (0.075%) Unit4 Business World
Cloud Services
1 66 (4.94%) Amazon AWS
2 37 (2.77%) Microsoft Azure
3 25 (1.87%) Amazon EC2
4 23 (1.72%) PaaS
5 21 (1.57%) SaaS
6 19 (1.42%) Amazon EMR
7 16 (1.20%) Amazon S3
8 15 (1.12%) IaaS
9 13 (0.97%) Google Analytics
9 13 (0.97%) Office 365
10 8 (0.60%) Adobe Analytics
10 8 (0.60%) Cloud Computing
11 7 (0.52%) Data Lake Analytics
11 7 (0.52%) GitHub
11 7 (0.52%) Google Cloud Platform
12 6 (0.45%) Amazon ELB
12 6 (0.45%) AWS Elastic Beanstalk
13 5 (0.37%) AdWords
13 5 (0.37%) Amazon SQS
14 2 (0.15%) Amazon Kinesis
Communications & Networking
1 16 (1.20%) Firewall
1 16 (1.20%) Internet
2 13 (0.97%) Network Security
3 12 (0.90%) DNS
4 9 (0.67%) TCP/IP
5 6 (0.45%) SAN
5 6 (0.45%) Unified Communications
6 5 (0.37%) Cisco Nexus
6 5 (0.37%) iSCSI
6 5 (0.37%) Kerberos
6 5 (0.37%) NAS
6 5 (0.37%) OpenLDAP
7 4 (0.30%) Cisco ASA
7 4 (0.30%) GSM
7 4 (0.30%) SMS
7 4 (0.30%) VPN
8 3 (0.22%) HTTPS
8 3 (0.22%) Intrusion Detection
8 3 (0.22%) PPP
8 3 (0.22%) Skype
Database & Business Intelligence
1 368 (27.57%) Big Data
2 236 (17.68%) SQL Server
3 224 (16.78%) Hadoop
4 221 (16.55%) Data Warehouse
5 160 (11.99%) Relational Database
6 152 (11.39%) NoSQL
7 130 (9.74%) SQL Server Integration Services
8 113 (8.46%) SQL Server Reporting Services
9 112 (8.39%) Apache Hive
10 93 (6.97%) MySQL
11 76 (5.69%) MongoDB
12 69 (5.17%) SQL Server Analysis Services
13 65 (4.87%) Apache Cassandra
14 62 (4.64%) RDBMS
15 60 (4.49%) Text Mining
16 56 (4.19%) PostgreSQL
17 46 (3.45%) Power BI
18 43 (3.22%) BusinessObjects
19 41 (3.07%) QlikView
20 36 (2.70%) SQL Server 2008
Development Applications
1 56 (4.19%) Git (software)
2 40 (3.00%) Jenkins
3 28 (2.10%) JIRA
4 26 (1.95%) Maven
4 26 (1.95%) Vagrant
5 14 (1.05%) Eclipse
5 14 (1.05%) HP UFT
6 12 (0.90%) Subversion
7 11 (0.82%) Cucumber
7 11 (0.82%) JUnit
7 11 (0.82%) Sonatype Nexus
8 10 (0.75%) Atlassian Bamboo
8 10 (0.75%) EasyMock
8 10 (0.75%) IntelliJ
8 10 (0.75%) Mockito
8 10 (0.75%) Talend Open Studio
8 10 (0.75%) Yeoman
9 9 (0.67%) Visual Studio
10 8 (0.60%) Ant
10 8 (0.60%) Gradle
General
1 371 (27.79%) Finance
2 169 (12.66%) Marketing
3 76 (5.69%) Retail
4 56 (4.19%) Banking
4 56 (4.19%) Legal
5 41 (3.07%) Advertising
6 29 (2.17%) Telecoms
7 26 (1.95%) Automotive
8 24 (1.80%) French Language
9 23 (1.72%) Games
10 21 (1.57%) Law
11 15 (1.12%) Manufacturing
12 14 (1.05%) Back Office
13 12 (0.90%) Publishing
14 10 (0.75%) Investment Banking
14 10 (0.75%) Spanish Language
15 9 (0.67%) Italian Language
16 8 (0.60%) Financial Institution
16 8 (0.60%) Retail Banking
17 7 (0.52%) Pharmaceutical
Job Titles
1 257 (19.25%) Analyst
1 257 (19.25%) Developer
2 236 (17.68%) Data Scientist
3 97 (7.27%) Architect
4 92 (6.89%) Consultant
5 76 (5.69%) Java Developer
6 71 (5.32%) Data Analyst
7 65 (4.87%) Data Architect
8 64 (4.79%) Senior Developer
9 62 (4.64%) Senior Data Scientist
10 50 (3.75%) Business Analyst
11 43 (3.22%) Machine Learning Scientist
12 38 (2.85%) Business Intelligence Developer
12 38 (2.85%) Machine Learning Engineer
13 37 (2.77%) Data Engineer
13 37 (2.77%) Quantitative Developer
14 36 (2.70%) Python Developer
14 36 (2.70%) Test Manager
15 33 (2.47%) Software Engineer
16 32 (2.40%) Junior
Libraries, Frameworks & Software Standards
1 68 (5.09%) Natural Language Processing
2 56 (4.19%) Spring
3 51 (3.82%) .NET
4 49 (3.67%) HTML
5 41 (3.07%) Web Services
6 36 (2.70%) scikit-learn
7 32 (2.40%) REST
8 31 (2.32%) CSS
8 31 (2.32%) SOAP
9 30 (2.25%) AngularJS
10 29 (2.17%) MDX
10 29 (2.17%) Node.js
11 27 (2.02%) Pandas
12 25 (1.87%) HTML5
12 25 (1.87%) RESTful
13 23 (1.72%) JMS
14 22 (1.65%) Hibernate
15 20 (1.50%) NumPy
16 19 (1.42%) XML
17 18 (1.35%) SciPy
Miscellaneous
1 387 (28.99%) Analytical Skills
2 269 (20.15%) Statistics
3 246 (18.43%) Computer Science
4 217 (16.25%) Visualisation
5 203 (15.21%) Algorithms
6 177 (13.26%) Mathematics
7 59 (4.42%) Management Information System
8 56 (4.19%) Data Integration
8 56 (4.19%) Neural Network
9 55 (4.12%) Physics
10 45 (3.37%) Hedge funds
11 44 (3.30%) Artificial Intelligence
12 40 (3.00%) Data Centre
13 39 (2.92%) CUDA
14 37 (2.77%) Data Structures
15 34 (2.55%) Fintech
16 32 (2.40%) Economics
17 26 (1.95%) User Experience
18 25 (1.87%) Fixed Income
19 19 (1.42%) Credit Risk
Operating Systems
1 130 (9.74%) Linux
2 52 (3.90%) Windows
3 27 (2.02%) Unix
4 18 (1.35%) Windows Server
5 5 (0.37%) CentOS
5 5 (0.37%) Red Hat Enterprise Linux
6 4 (0.30%) Windows 10
7 3 (0.22%) Android
7 3 (0.22%) Apple iOS
Processes & Methodologies
1 510 (38.20%) Analytics
2 377 (28.24%) Machine Learning
3 304 (22.77%) Business Intelligence
4 278 (20.82%) Agile Software Development
5 212 (15.88%) Data Analysis
6 173 (12.96%) Data Analytics
7 167 (12.51%) ETL
8 130 (9.74%) Predictive Modelling
9 109 (8.16%) Data Modelling
10 108 (8.09%) Data Visualisation
11 100 (7.49%) Statistical Modelling
12 88 (6.59%) Software Engineering
13 86 (6.44%) Scrum
14 85 (6.37%) Statistical Analysis
15 82 (6.14%) Data Management
16 77 (5.77%) MapReduce
17 76 (5.69%) Mentoring
18 74 (5.54%) ITIL
18 74 (5.54%) Project Management
19 65 (4.87%) Business Analysis
Programming Languages
1 583 (43.67%) SQL
2 398 (29.81%) Python
3 278 (20.82%) Java
4 267 (20.00%) R
5 164 (12.28%) C++
6 111 (8.31%) MATLAB
6 111 (8.31%) Scala
7 106 (7.94%) T-SQL
8 76 (5.69%) C#
9 64 (4.79%) JavaScript
10 43 (3.22%) VBA
11 40 (3.00%) Perl
11 40 (3.00%) PHP
11 40 (3.00%) PL/SQL
12 37 (2.77%) C
13 34 (2.55%) VB
14 28 (2.10%) Bash Shell
15 24 (1.80%) Clojure
16 21 (1.57%) Shell Script
17 20 (1.50%) PowerShell
Qualifications
1 368 (27.57%) Degree
2 161 (12.06%) PhD
3 22 (1.65%) Security Cleared
4 14 (1.05%) DV Cleared
5 13 (0.97%) Microsoft Certification
6 12 (0.90%) ISTQB
7 9 (0.67%) CISM
7 9 (0.67%) CISSP
7 9 (0.67%) ISEB
8 8 (0.60%) SC Cleared
9 7 (0.52%) VCAP
9 7 (0.52%) VCDX
9 7 (0.52%) VMware Certified Professional (VCP)
10 6 (0.45%) ITIL Certification
10 6 (0.45%) PRINCE2 Certification
11 5 (0.37%) ISTQB Advanced Certification
11 5 (0.37%) ISTQB Foundation Certification
11 5 (0.37%) MCITP
12 4 (0.30%) MCSA
12 4 (0.30%) MCSE
Quality Assurance & Compliance
1 78 (5.84%) Data Quality
2 50 (3.75%) QA
3 6 (0.45%) SLA
4 4 (0.30%) Actionable Recommendations
4 4 (0.30%) SNOMED CT
5 3 (0.22%) ISO/IEC 27001
6 1 (0.075%) COBIT
6 1 (0.075%) ISAE 3402
6 1 (0.075%) SSAE 16
System Software
1 25 (1.87%) Active Directory
1 25 (1.87%) Docker
2 18 (1.35%) VMware Infrastructure
3 17 (1.27%) Apache Flume
4 12 (0.90%) Hyper-V
5 11 (0.82%) vSphere
6 10 (0.75%) Virtual Machines
6 10 (0.75%) VirtualBox
7 8 (0.60%) Ceph
8 7 (0.52%) HDFS
8 7 (0.52%) vCloud
8 7 (0.52%) XenServer
9 5 (0.37%) NFS
9 5 (0.37%) Squid
10 4 (0.30%) Firmware
11 2 (0.15%) KVM
11 2 (0.15%) Snort
12 1 (0.075%) Veritas Cluster Server
Systems Management
1 14 (1.05%) Opscode Chef
2 10 (0.75%) Oozie
3 9 (0.67%) SCCM
4 8 (0.60%) Mesos
4 8 (0.60%) Puppet
5 7 (0.52%) vRealize
6 5 (0.37%) Salt
7 4 (0.30%) AirWatch
7 4 (0.30%) EnCase
7 4 (0.30%) Host Intrusion Detection System
8 3 (0.22%) Hadoop YARN
8 3 (0.22%) NetBackup
8 3 (0.22%) Network Intrusion Detection System
9 2 (0.15%) HP Quality Center
10 1 (0.075%) ITRS Geneos
10 1 (0.075%) Kibana
10 1 (0.075%) RSA Archer
10 1 (0.075%) Thomson Reuters DACS
10 1 (0.075%) WSUS
10 1 (0.075%) ZABBIX
Vendors
1 205 (15.36%) Microsoft
2 137 (10.26%) Oracle
3 61 (4.57%) Tableau
4 37 (2.77%) Cognos
5 36 (2.70%) Google
5 36 (2.70%) SAP
6 33 (2.47%) VMware
7 27 (2.02%) Bloomberg
8 25 (1.87%) IBM
9 22 (1.65%) Informatica
10 20 (1.50%) Salesforce.com
11 17 (1.27%) MicroStrategy
12 16 (1.20%) HP
12 16 (1.20%) Vertica
13 14 (1.05%) Cognizant
14 12 (0.90%) Netezza
15 11 (0.82%) RapidMiner
16 10 (0.75%) Infobright
16 10 (0.75%) Talend
16 10 (0.75%) Teradata
Altrincham, Cheshire
Cloudscope
Salary: From £35,000 to £50,000 per annum Depending of exp
Posted: 10 hours ago
London
Colston Consulting
Salary: £70000 - £100000 per annum, Benefits Excellent benefit and bonus
Posted: 10 hours ago
Southampton, Hampshire
Go IT Recruitment Ltd
Salary: From £30,000 to £45,000 per annum + excellent benefits
Posted: 9 hours ago
Southampton, Hampshire
Executive Recruitment Services (ERS)
Posted: 9 hours ago
London
Burns Sheehan
Salary: £50000 - £60000 per annum + + package
Posted: Yesterday
West London
Client Server
Salary: £55k to £65k + benefits
Posted: 4 hours ago
London
Imperative People
Salary: £80000 - £100000 per annum + excellent bens package
Posted: 7 hours ago
Reading, Berkshire
Complete Tech Limited
Salary: Up to £50,000 per annum + great benefits
Posted: 2 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