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

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Data Mining
UK
Rank 516 440 471
Rank change year-on-year
-76 +31
Permanent jobs citing Data Mining 355 616 592
As % of all permanent IT jobs located in the UK 0.42% 0.62% 0.56%
As % of the Database & Business Intelligence category 1.39% 1.92% 1.82%
Number of salaries quoted 281 485 486
Median salary £52,500 £50,000 £45,000
Median salary % change year-on-year
+5.00% +11.11%
90% offered a salary of more than £32,500 £32,500 £30,000
10% offered a salary of more than £82,500 £77,100 £70,000
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 across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
25517 32124 32601
As % of all permanent IT jobs located in the UK 30.24% 32.14% 30.99%
Number of salaries quoted 21941 27168 27990
Median salary £50,000 £48,500 £45,000
Median salary % change year-on-year
+3.09% +7.77%
90% offered a salary of more than £32,500 £32,500 £30,565
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

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 20 January 2017 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 20 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
England -64 325 £52,500 +2.43% 50
London -25 180 £60,000 - 24
South East -18 45 £50,000 -0.99% 5
City of London +15 34 £62,500 +8.69% 5
North West -6 33 £33,000 -12.00% 1
East of England +37 28 £58,913 +57.10% 4
Scotland +24 22 £60,000 +20.00% 2
Manchester -15 21 £30,000 -29.41% 1
South West +12 18 £52,500 +59.09% 2
Edinburgh +10 18 £45,000 +5.88% 2
West Midlands +2 13 £42,500 +24.08% 4
Surrey +15 12 £70,000 +100.00% 1
Cheltenham +10 11 £55,000 +12.82%
Hampshire -2 11 £42,500 -30.61% 1
Gloucestershire -11 11 £55,000 +12.82%
Essex - 11 £67,500 -
Lancashire - 10 £33,000 -
Epsom - 9 £70,000 -
Chorley - 9 £33,000 -
Cambridgeshire +9 8 £62,500 +38.88% 2
Cambridge +12 7 £65,000 +44.44% 2
West Sussex +10 7 £53,750 -20.37%
Crawley - 7 £53,750 -
Coventry - 7 £42,500 -
Colchester - 6 £67,500 -
Southampton - 6 £45,000 -
Berkshire +38 5 £55,500 +38.75% 2
Hertfordshire -2 5 £42,500 +30.76% 1
Birmingham -15 5 £34,000 +13.33% 2
Glasgow +19 4 £60,000 +20.00%

Data Mining
Top 30 Related IT Skills

For the 6 months to 20 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 with a requirement for Data Mining.

1 415 (54.53%) SQL
2 356 (46.78%) Analytics
3 249 (32.72%) Python
4 224 (29.43%) Business Intelligence
4 224 (29.43%) Machine Learning
5 210 (27.60%) Statistics
6 203 (26.68%) Big Data
7 201 (26.41%) Degree
8 200 (26.28%) Analytical Skills
9 195 (25.62%) Finance
10 172 (22.60%) R
10 172 (22.60%) Agile Software Development
11 163 (21.42%) SQL Server
12 160 (21.02%) Data Warehouse
13 148 (19.45%) Hadoop
14 144 (18.92%) Data Analysis
15 143 (18.79%) Computer Science
16 142 (18.66%) ETL
17 134 (17.61%) Mathematics
17 134 (17.61%) Algorithms
18 132 (17.35%) SQL Server Reporting Services
18 132 (17.35%) Java
19 131 (17.21%) Microsoft
19 131 (17.21%) Visualisation
20 119 (15.64%) Relational Database
21 118 (15.51%) SAS
22 114 (14.98%) Data Analytics
23 111 (14.59%) Data Modelling
24 109 (14.32%) SQL Server Integration Services
25 106 (13.93%) Marketing

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
1 118 (15.51%) SAS
2 86 (11.30%) Apache Spark
3 55 (7.23%) Apache Pig
4 17 (2.23%) Apache
5 16 (2.10%) SharePoint
6 12 (1.58%) Elasticsearch
7 9 (1.18%) Tomcat
8 8 (1.05%) JBoss
8 8 (1.05%) WebSphere
9 7 (0.92%) WebLogic
10 5 (0.66%) CICS
10 5 (0.66%) IIS
11 4 (0.53%) OpenStack
12 3 (0.39%) ColdFusion
12 3 (0.39%) Oracle SOA Suite
13 2 (0.26%) CMS
14 1 (0.13%) Confluence
14 1 (0.13%) Drupal
14 1 (0.13%) GlassFish
14 1 (0.13%) MQSeries
Applications
1 105 (13.80%) MS Excel
2 46 (6.04%) SPSS
3 25 (3.29%) MS Office
4 23 (3.02%) MS PowerPoint
5 20 (2.63%) Stata
6 4 (0.53%) Spreadsheet
7 3 (0.39%) S-PLUS
8 2 (0.26%) CPLEX
8 2 (0.26%) MS Visio
8 2 (0.26%) Weka
Business Applications
1 9 (1.18%) Sentinel
2 4 (0.53%) Oracle AML
3 3 (0.39%) Dynamics CRM
4 2 (0.26%) Adobe Campaign
4 2 (0.26%) Cognos Business Intelligence
4 2 (0.26%) Eloqua
4 2 (0.26%) FastStats
4 2 (0.26%) Relativity
4 2 (0.26%) Unica
5 1 (0.13%) Dynamics AX
5 1 (0.13%) Dynamics NAV
5 1 (0.13%) Maximo
5 1 (0.13%) Oracle Applications
5 1 (0.13%) Oracle Assets
5 1 (0.13%) Oracle CRM
5 1 (0.13%) Oracle General Ledger
5 1 (0.13%) Oracle Subledger Accounting
5 1 (0.13%) Oracle Utilities
Cloud Services
1 44 (5.78%) Microsoft Azure
2 30 (3.94%) Amazon AWS
3 16 (2.10%) GitHub
4 15 (1.97%) Google Analytics
5 13 (1.71%) Office 365
6 11 (1.45%) Data Lake Analytics
7 9 (1.18%) Amazon EC2
8 7 (0.92%) PaaS
9 6 (0.79%) Amazon EMR
9 6 (0.79%) Amazon S3
10 4 (0.53%) Google Cloud Platform
11 3 (0.39%) Adobe Analytics
11 3 (0.39%) Amazon Kinesis
12 2 (0.26%) AWS Lambda
12 2 (0.26%) Cloud Computing
12 2 (0.26%) Responsys
13 1 (0.13%) Amazon SQS
13 1 (0.13%) Google Tag Manager
Communications & Networking
1 10 (1.31%) Network Security
2 6 (0.79%) DNS
2 6 (0.79%) Firewall
2 6 (0.79%) iSCSI
2 6 (0.79%) Kerberos
2 6 (0.79%) NAS
2 6 (0.79%) OpenLDAP
2 6 (0.79%) SAN
3 4 (0.53%) Cisco ASA
3 4 (0.53%) Cisco Nexus
3 4 (0.53%) Internet
3 4 (0.53%) TCP/IP
4 2 (0.26%) Intranet
5 1 (0.13%) LAN
5 1 (0.13%) SMS
5 1 (0.13%) VoIP
5 1 (0.13%) WAN
Database & Business Intelligence
1 203 (26.68%) Big Data
2 163 (21.42%) SQL Server
3 160 (21.02%) Data Warehouse
4 148 (19.45%) Hadoop
5 132 (17.35%) SQL Server Reporting Services
6 119 (15.64%) Relational Database
7 109 (14.32%) SQL Server Integration Services
8 80 (10.51%) Power BI
9 77 (10.12%) MySQL
10 72 (9.46%) NoSQL
10 72 (9.46%) SQL Server Analysis Services
11 65 (8.54%) Apache Hive
12 63 (8.28%) MongoDB
13 49 (6.44%) BusinessObjects
14 38 (4.99%) QlikView
15 37 (4.86%) SQL Server 2014
16 34 (4.47%) PostgreSQL
17 29 (3.81%) Apache Cassandra
18 27 (3.55%) RDBMS
19 25 (3.29%) Azure SQL Database
Development Applications
1 27 (3.55%) Git (software)
2 24 (3.15%) Talend Open Studio
3 18 (2.37%) Jenkins
4 8 (1.05%) JIRA
5 7 (0.92%) Ant
5 7 (0.92%) Gradle
5 7 (0.92%) Maven
5 7 (0.92%) Vagrant
6 6 (0.79%) JUnit
7 5 (0.66%) Eclipse
7 5 (0.66%) Visual Studio
7 5 (0.66%) Yeoman
8 2 (0.26%) ProC
8 2 (0.26%) SQL Server Management Studio (SSMS)
9 1 (0.13%) Team Foundation Server
9 1 (0.13%) TestNG
General
1 195 (25.62%) Finance
2 106 (13.93%) Marketing
3 67 (8.80%) Legal
4 39 (5.12%) Banking
5 32 (4.20%) Retail
6 21 (2.76%) Telecoms
7 18 (2.37%) Advertising
8 13 (1.71%) Back Office
8 13 (1.71%) Games
8 13 (1.71%) Law
9 11 (1.45%) French Language
10 8 (1.05%) Automotive
11 7 (0.92%) Manufacturing
11 7 (0.92%) Publishing
12 6 (0.79%) Investment Banking
13 5 (0.66%) Italian Language
13 5 (0.66%) Spanish Language
14 4 (0.53%) Local Government
15 2 (0.26%) Billing
15 2 (0.26%) German Language
Job Titles
1 192 (25.23%) Data Scientist
2 172 (22.60%) Analyst
3 159 (20.89%) Developer
4 67 (8.80%) Consultant
5 66 (8.67%) Data Analyst
6 55 (7.23%) Business Analyst
7 40 (5.26%) Senior Data Scientist
8 37 (4.86%) Business Intelligence Developer
9 34 (4.47%) Java Developer
10 33 (4.34%) Software Engineer
11 29 (3.81%) Python Developer
12 27 (3.55%) Architect
13 24 (3.15%) Technical Business Analyst
14 23 (3.02%) Data Engineer
14 23 (3.02%) Technical Analyst
15 22 (2.89%) Senior Developer
16 21 (2.76%) Business Intelligence Lead
17 20 (2.63%) Analytics Manager
17 20 (2.63%) Machine Learning Scientist
17 20 (2.63%) SQL Analyst
Libraries, Frameworks & Software Standards
1 51 (6.70%) MDX
2 46 (6.04%) XML
3 40 (5.26%) Natural Language Processing
4 31 (4.07%) .NET
5 25 (3.29%) Node.js
5 25 (3.29%) Pandas
5 25 (3.29%) RESTful
5 25 (3.29%) scikit-learn
6 22 (2.89%) Spring
7 21 (2.76%) NumPy
8 18 (2.37%) JMS
9 17 (2.23%) OpenGL
10 16 (2.10%) HTML
11 15 (1.97%) Django
12 14 (1.84%) Boost C++ Libraries
12 14 (1.84%) React
12 14 (1.84%) STL
13 13 (1.71%) Flask
13 13 (1.71%) SOAP
14 12 (1.58%) Web Services
Miscellaneous
1 210 (27.60%) Statistics
2 200 (26.28%) Analytical Skills
3 143 (18.79%) Computer Science
4 134 (17.61%) Algorithms
4 134 (17.61%) Mathematics
5 131 (17.21%) Visualisation
6 43 (5.65%) Data Structures
6 43 (5.65%) Physics
7 32 (4.20%) Neural Network
8 31 (4.07%) User Experience
9 27 (3.55%) Data Integration
10 25 (3.29%) Artificial Intelligence
11 23 (3.02%) Credit Risk
12 22 (2.89%) CUDA
13 21 (2.76%) Economics
14 19 (2.50%) Fixed Income
14 19 (2.50%) Hedge funds
14 19 (2.50%) Management Information System
15 15 (1.97%) Data Extraction
16 13 (1.71%) Mobile App
Operating Systems
1 70 (9.20%) Linux
2 20 (2.63%) Unix
3 8 (1.05%) Red Hat Enterprise Linux
4 7 (0.92%) CentOS
4 7 (0.92%) Windows
5 5 (0.66%) Windows Server
6 2 (0.26%) Android
6 2 (0.26%) Apple iOS
7 1 (0.13%) AIX
7 1 (0.13%) HPUX
7 1 (0.13%) Windows 7
7 1 (0.13%) Windows Server 2008
Processes & Methodologies
1 356 (46.78%) Analytics
2 224 (29.43%) Business Intelligence
2 224 (29.43%) Machine Learning
3 172 (22.60%) Agile Software Development
4 144 (18.92%) Data Analysis
5 142 (18.66%) ETL
6 114 (14.98%) Data Analytics
7 111 (14.59%) Data Modelling
8 88 (11.56%) Software Engineering
9 74 (9.72%) Data Visualisation
10 72 (9.46%) Statistical Modelling
11 69 (9.07%) Statistical Analysis
12 54 (7.10%) Predictive Modelling
13 53 (6.96%) Project Management
14 51 (6.70%) Business Analysis
15 48 (6.31%) CRM
16 42 (5.52%) E-Commerce
16 42 (5.52%) Scrum
17 41 (5.39%) Mentoring
18 39 (5.12%) Data Management
Programming Languages
1 415 (54.53%) SQL
2 249 (32.72%) Python
3 172 (22.60%) R
4 132 (17.35%) Java
5 101 (13.27%) T-SQL
6 75 (9.86%) C++
7 56 (7.36%) JavaScript
8 47 (6.18%) C#
9 41 (5.39%) Scala
10 40 (5.26%) VBA
11 37 (4.86%) MATLAB
12 29 (3.81%) Data Analysis Expressions (DAX)
13 28 (3.68%) PL/SQL
14 26 (3.42%) Perl
15 22 (2.89%) PHP
16 16 (2.10%) C
17 14 (1.84%) Ruby
18 13 (1.71%) PowerShell
18 13 (1.71%) Shell Script
19 12 (1.58%) Groovy
Qualifications
1 201 (26.41%) Degree
2 84 (11.04%) PhD
3 24 (3.15%) Security Cleared
4 22 (2.89%) DV Cleared
5 12 (1.58%) Microsoft Certification
6 3 (0.39%) PMI Certification
7 2 (0.26%) CISM
7 2 (0.26%) CISSP
7 2 (0.26%) ISEB
7 2 (0.26%) ISTQB
7 2 (0.26%) ISTQB Advanced Certification
7 2 (0.26%) ISTQB Foundation Certification
7 2 (0.26%) ITIL Foundation Certificate
7 2 (0.26%) SC Cleared
8 1 (0.13%) CCA
8 1 (0.13%) ISEB Practitioner
8 1 (0.13%) MBA
8 1 (0.13%) MCSA
8 1 (0.13%) RHCA
Quality Assurance & Compliance
1 55 (7.23%) Data Quality
2 22 (2.89%) QA
3 4 (0.53%) Actionable Recommendations
4 3 (0.39%) SLA
5 1 (0.13%) Dodd-Frank
5 1 (0.13%) EMIR
5 1 (0.13%) MiFID
System Software
1 17 (2.23%) Docker
2 12 (1.58%) Active Directory
3 8 (1.05%) Apache Flume
3 8 (1.05%) Oracle RAC
4 6 (0.79%) NFS
4 6 (0.79%) Squid
4 6 (0.79%) Virtual Machines
5 5 (0.66%) VirtualBox
6 3 (0.39%) VMware Infrastructure
7 2 (0.26%) Hyper-V
7 2 (0.26%) vSphere
8 1 (0.13%) Apache ZooKeeper
8 1 (0.13%) Ceph
8 1 (0.13%) HDFS
8 1 (0.13%) KVM
Systems Management
1 12 (1.58%) Ambari
2 9 (1.18%) Oozie
3 3 (0.39%) SCCM
4 2 (0.26%) HP Quality Center
4 2 (0.26%) Opscode Chef
4 2 (0.26%) Puppet
5 1 (0.13%) EnCase
5 1 (0.13%) Hadoop YARN
5 1 (0.13%) Mesos
5 1 (0.13%) Oracle Enterprise Manager
5 1 (0.13%) Oracle RMAN
5 1 (0.13%) Salt
Vendors
1 131 (17.21%) Microsoft
2 73 (9.59%) Oracle
3 67 (8.80%) Tableau
4 24 (3.15%) Talend
5 23 (3.02%) Vertica
6 19 (2.50%) Informatica
6 19 (2.50%) Salesforce.com
7 18 (2.37%) Cognos
7 18 (2.37%) IBM
8 16 (2.10%) Bloomberg
9 15 (1.97%) Google
10 12 (1.58%) Teradata
11 11 (1.45%) SAP
12 8 (1.05%) Red Hat
13 7 (0.92%) MicroStrategy
13 7 (0.92%) ServiceNow
14 6 (0.79%) Cognizant
14 6 (0.79%) EMC
15 5 (0.66%) Cisco
15 5 (0.66%) JD Edwards
London
ComputAppoint
Salary: £35000 - £40000 per annum + Benefits
Posted: 15 hours ago
South West
Stott & May
Posted: 15 hours ago
Birmingham, West Midlands (County)
Harvey Nash plc
Salary: £30000 - £35000 per annum + Package
Posted: 15 hours ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000
Posted: 8 hours ago
Leeds, West Yorkshire
Churchill Frank
Salary: £25000 - £35000 per annum + bonus, pension
Posted: Yesterday
Hull, North Humberside
Senitor Associates
Salary: £30000 - £35000 per annum + Benefits
Posted: Yesterday
Newcastle-upon-Tyne, Tyne and Wear
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 8 hours ago
Bristol Area
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 8 hours ago
Edinburgh & Lothians
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 8 hours ago
Leeds, West Yorkshire
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 8 hours ago
Greater Manchester
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 8 hours ago
City, London
ANSON MCCADE
Salary: £65,000 - £95,000
Posted: 8 hours ago
City, London
Parallel Consulting
Salary: £60000 - £80000 per annum
Posted: 2 days ago
London
Lorien Resourcing
Salary: Car Allowance + Benefits & Bonus
Posted: Yesterday
London
Churchill Frank
Salary: £50000 - £60000 per annum
Posted: 3 days ago
London
Churchill Frank
Salary: £40000 - £50000 per annum + Bonus
Posted: 3 days ago
Royston, Hertfordshire
Hotel Chocolat
Salary: £competitive + Bonus + Bens
Posted: 2 days ago
West London
Durlston Partners
Salary: From £90,000 to £110,000 per annum Excellent Bonus and Benefits
Posted: 2 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £125000 per annum + excellent bonus + bens
Posted: 3 days ago
London
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: 6 days ago
Harrogate, North Yorkshire
Senitor Associates
Salary: £45000 - £55000 per annum
Posted: 3 days ago
London
Colston Consulting
Salary: £60000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 3 days ago
Solihull, West Midlands (County)
Spring Technology
Salary: £25000.00 - £35000.00 per annum
Posted: 4 days ago
Central London / West End
Client Server
Salary: £80k to £100k + benefits
Posted: 3 days ago
London
Durlston Partners
Salary: Up to £120,000 per annum + Bonus
Posted: 2 days ago
Romsey, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £22000 - £28000 per annum + Benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 3 days ago
West Midlands
Experis Ltd
Salary: £25000.00 per annum + Benefits Package
Posted: 3 days ago
Harrogate, North Yorkshire
Senitor Associates
Salary: £45000 - £55000 per annum
Posted: 3 days ago
Nottingham, Nottinghamshire
Rebel Recruitment
Salary: From £50,000 to £78,000 per annum + 15% Bonus + Benefits
Posted: 4 days ago