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

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Mining
UK
Rank 515 442 467
Rank change year-on-year
-73 +25
Permanent jobs citing Data Mining 375 649 609
As % of all permanent IT jobs located in the UK 0.45% 0.64% 0.57%
As % of the Database & Business Intelligence category 1.46% 2.01% 1.83%
Number of salaries quoted 297 505 501
Median salary £52,500 £50,000 £47,500
Median salary % change year-on-year
+5.00% +5.26%
90% offered a salary of more than £32,500 £32,500 £28,000
10% offered a salary of more than £85,000 £81,000 £73,300
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 across the UK.

Database & Business Intelligence Category
UK
Permanent IT job ads with a match in the
Database & Business Intelligence category
25628 32229 33346
As % of all permanent IT jobs located in the UK 30.42% 31.54% 31.22%
Number of salaries quoted 21806 27310 28549
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 £30,750
10% offered a salary of more than £72,500 £70,000 £71,000
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +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 24 February 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 24 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
England -65 339 £55,000 +7.57% 53
London -40 177 £60,000 - 26
South East +8 56 £45,000 -7.69% 5
East of England +19 30 £67,500 +50.00% 9
City of London +13 27 £52,500 -8.69% 8
North West -5 25 £33,000 -5.71% 3
Scotland +29 23 £47,500 +2.70% 1
Edinburgh +11 21 £38,750 -8.82% 1
West Midlands +38 19 £42,500 +10.38% 1
Hampshire +36 19 £32,500 -35.00% 1
South West -6 16 £52,500 +5.00%
Surrey +42 15 £65,000 +85.71% 1
Manchester -19 15 £30,000 -3.22% 2
Essex - 15 £67,500 - 1
Yorkshire -8 12 £50,000 +25.00% 6
Southampton +20 10 £45,000 -
West Sussex +18 10 £45,000 -33.33%
Colchester - 10 £67,500 - 1
Cheltenham +8 9 £55,000 -
Gloucestershire -12 9 £55,000 -
Epsom - 9 £70,000 -
Berkshire +22 8 £65,000 +62.50% 2
Birmingham +11 8 £37,000 +34.54%
Cambridgeshire +7 8 £65,000 +52.94% 5
North Yorkshire +1 7 £50,000 +53.84% 3
Coventry - 7 £42,500 - 1
Crawley - 7 £53,750 -
Harrogate - 7 £50,000 - 3
Cambridge +9 6 £77,500 +72.22% 4
Leeds -10 5 £42,500 +6.25% 3

Data Mining
Top 30 Related IT Skills

For the 6 months to 24 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 with a requirement for Data Mining.

1 421 (57.20%) SQL
2 345 (46.88%) Analytics
3 254 (34.51%) Python
4 236 (32.07%) Machine Learning
5 212 (28.80%) Business Intelligence
6 211 (28.67%) Big Data
7 208 (28.26%) Finance
8 203 (27.58%) Analytical Skills
9 200 (27.17%) Degree
10 197 (26.77%) Statistics
11 174 (23.64%) R
12 172 (23.37%) Agile Software Development
13 165 (22.42%) Mathematics
14 155 (21.06%) Hadoop
15 154 (20.92%) Data Warehouse
16 153 (20.79%) SQL Server
17 147 (19.97%) Computer Science
18 140 (19.02%) Data Analysis
19 137 (18.61%) Java
20 134 (18.21%) SQL Server Reporting Services
20 134 (18.21%) Visualisation
21 130 (17.66%) ETL
22 127 (17.26%) SAS
22 127 (17.26%) Algorithms
23 122 (16.58%) Microsoft
24 114 (15.49%) MS Excel
25 110 (14.95%) Relational Database
26 104 (14.13%) Data Modelling
27 101 (13.72%) T-SQL
28 100 (13.59%) Data Analytics

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
1 127 (17.26%) SAS
2 92 (12.50%) Apache Spark
3 49 (6.66%) Apache Pig
4 18 (2.45%) Apache
5 15 (2.04%) SharePoint
6 12 (1.63%) JBoss
6 12 (1.63%) WebSphere
7 11 (1.49%) Elasticsearch
7 11 (1.49%) WebLogic
8 8 (1.09%) Tomcat
9 5 (0.68%) IIS
10 4 (0.54%) Confluence
10 4 (0.54%) OpenStack
11 3 (0.41%) CICS
11 3 (0.41%) ColdFusion
11 3 (0.41%) Oracle SOA Suite
11 3 (0.41%) Tornado
12 2 (0.27%) Apache Solr
12 2 (0.27%) CMS
13 1 (0.14%) MQSeries
Applications
1 114 (15.49%) MS Excel
2 46 (6.25%) SPSS
3 22 (2.99%) MS Office
4 20 (2.72%) MS PowerPoint
5 16 (2.17%) Stata
6 7 (0.95%) MS Visio
7 4 (0.54%) Spreadsheet
8 2 (0.27%) S-PLUS
8 2 (0.27%) SPSS Modeler
8 2 (0.27%) Weka
9 1 (0.14%) EViews
Business Applications
1 8 (1.09%) Sentinel
2 3 (0.41%) Relativity
3 2 (0.27%) Adobe Campaign
3 2 (0.27%) Cognos Business Intelligence
3 2 (0.27%) Dynamics CRM
3 2 (0.27%) Eloqua
3 2 (0.27%) FastStats
3 2 (0.27%) Unica
3 2 (0.27%) WebTrends
4 1 (0.14%) Dynamics AX
4 1 (0.14%) Dynamics NAV
4 1 (0.14%) Oracle AML
4 1 (0.14%) Oracle Applications
4 1 (0.14%) Oracle Assets
4 1 (0.14%) Oracle General Ledger
4 1 (0.14%) Oracle Subledger Accounting
Cloud Services
1 42 (5.71%) Microsoft Azure
2 31 (4.21%) Amazon AWS
3 19 (2.58%) GitHub
3 19 (2.58%) Google Analytics
4 11 (1.49%) Data Lake Analytics
5 8 (1.09%) Amazon EC2
6 7 (0.95%) Amazon S3
6 7 (0.95%) Office 365
6 7 (0.95%) PaaS
6 7 (0.95%) SaaS
7 6 (0.82%) Amazon EMR
8 3 (0.41%) Google Cloud Platform
9 2 (0.27%) AWS Lambda
9 2 (0.27%) Cloud Computing
9 2 (0.27%) Responsys
10 1 (0.14%) Adobe Analytics
10 1 (0.14%) Amazon Kinesis
10 1 (0.14%) Amazon SQS
Communications & Networking
1 5 (0.68%) DNS
1 5 (0.68%) iSCSI
1 5 (0.68%) Kerberos
1 5 (0.68%) NAS
1 5 (0.68%) Network Security
1 5 (0.68%) OpenLDAP
1 5 (0.68%) SAN
2 3 (0.41%) Internet
3 2 (0.27%) Firewall
3 2 (0.27%) Intranet
4 1 (0.14%) LAN
4 1 (0.14%) SMS
4 1 (0.14%) WAN
Database & Business Intelligence
1 211 (28.67%) Big Data
2 155 (21.06%) Hadoop
3 154 (20.92%) Data Warehouse
4 153 (20.79%) SQL Server
5 134 (18.21%) SQL Server Reporting Services
6 110 (14.95%) Relational Database
7 99 (13.45%) SQL Server Integration Services
8 79 (10.73%) Power BI
9 76 (10.33%) NoSQL
10 70 (9.51%) MySQL
10 70 (9.51%) SQL Server Analysis Services
11 68 (9.24%) Apache Hive
12 63 (8.56%) MongoDB
13 53 (7.20%) BusinessObjects
14 39 (5.30%) QlikView
15 35 (4.76%) SQL Server 2014
16 29 (3.94%) PostgreSQL
17 26 (3.53%) Apache Cassandra
18 25 (3.40%) Azure SQL Database
19 22 (2.99%) SQL Server 2012
Development Applications
1 23 (3.13%) Talend Open Studio
2 22 (2.99%) Git (software)
3 13 (1.77%) Jenkins
4 11 (1.49%) Ant
4 11 (1.49%) Gradle
4 11 (1.49%) Maven
5 10 (1.36%) JIRA
6 5 (0.68%) JUnit
6 5 (0.68%) Visual Studio
7 4 (0.54%) Eclipse
7 4 (0.54%) Vagrant
7 4 (0.54%) Yeoman
8 2 (0.27%) Balsamiq Mockups
8 2 (0.27%) RStudio
9 1 (0.14%) Oracle Forms
9 1 (0.14%) SQL Server Management Studio (SSMS)
9 1 (0.14%) Team Foundation Server
9 1 (0.14%) TestNG
General
1 208 (28.26%) Finance
2 92 (12.50%) Marketing
3 66 (8.97%) Legal
4 37 (5.03%) Banking
5 35 (4.76%) Retail
6 24 (3.26%) Telecoms
7 14 (1.90%) Advertising
7 14 (1.90%) Games
8 11 (1.49%) Back Office
9 10 (1.36%) Law
10 7 (0.95%) Billing
11 6 (0.82%) Investment Banking
11 6 (0.82%) Manufacturing
12 4 (0.54%) Automotive
12 4 (0.54%) Financial Institution
12 4 (0.54%) Front Office
12 4 (0.54%) Publishing
13 3 (0.41%) Pharmaceutical
14 2 (0.27%) Local Government
14 2 (0.27%) Retail Banking
Job Titles
1 190 (25.82%) Data Scientist
2 188 (25.54%) Analyst
3 156 (21.20%) Developer
4 71 (9.65%) Data Analyst
5 61 (8.29%) Consultant
6 58 (7.88%) Business Analyst
7 37 (5.03%) Java Developer
8 36 (4.89%) Business Intelligence Developer
8 36 (4.89%) Senior Data Scientist
9 30 (4.08%) Software Engineer
9 30 (4.08%) SQL Analyst
10 28 (3.80%) Architect
10 28 (3.80%) Technical Business Analyst
11 27 (3.67%) Python Developer
11 27 (3.67%) Technical Analyst
12 24 (3.26%) SQL Data Analyst
13 23 (3.13%) Business Intelligence Analyst
14 21 (2.85%) Data Consultant
14 21 (2.85%) Data Engineer
15 20 (2.72%) Junior
Libraries, Frameworks & Software Standards
1 51 (6.93%) MDX
2 44 (5.98%) XML
3 43 (5.84%) Natural Language Processing
4 37 (5.03%) .NET
5 28 (3.80%) Pandas
6 26 (3.53%) scikit-learn
7 24 (3.26%) JMS
7 24 (3.26%) NumPy
8 22 (2.99%) Node.js
9 21 (2.85%) RESTful
9 21 (2.85%) Spring
10 20 (2.72%) Web Services
11 18 (2.45%) HTML
12 17 (2.31%) SOAP
13 16 (2.17%) OpenGL
14 15 (2.04%) Boost C++ Libraries
14 15 (2.04%) STL
15 12 (1.63%) D3.js
15 12 (1.63%) Flask
15 12 (1.63%) REST
Miscellaneous
1 203 (27.58%) Analytical Skills
2 147 (19.97%) Computer Science
3 127 (17.26%) Algorithms
4 44 (5.98%) Data Structures
5 26 (3.53%) Management Information System
6 25 (3.40%) User Experience
7 22 (2.99%) Credit Risk
8 18 (2.45%) Fixed Income
8 18 (2.45%) Hedge funds
9 17 (2.31%) CUDA
10 16 (2.17%) Fintech
11 15 (2.04%) Mobile App
12 10 (1.36%) Field-Programmable Gate Array
13 8 (1.09%) Social Media
14 7 (0.95%) Client/Server
14 7 (0.95%) Social Network
15 6 (0.82%) Derivative
16 5 (0.68%) Cloud Native
16 5 (0.68%) Data Centre
16 5 (0.68%) Linux Command Line
Operating Systems
1 66 (8.97%) Linux
2 24 (3.26%) Unix
3 11 (1.49%) Windows
4 8 (1.09%) Red Hat Enterprise Linux
5 7 (0.95%) CentOS
6 6 (0.82%) Android
6 6 (0.82%) Apple iOS
7 5 (0.68%) Windows Server
8 4 (0.54%) Windows 7
9 1 (0.14%) AIX
9 1 (0.14%) HPUX
9 1 (0.14%) Windows Server 2008
Processes & Methodologies
1 345 (46.88%) Analytics
2 236 (32.07%) Machine Learning
3 212 (28.80%) Business Intelligence
4 197 (26.77%) Statistics
5 172 (23.37%) Agile Software Development
6 165 (22.42%) Mathematics
7 140 (19.02%) Data Analysis
8 134 (18.21%) Visualisation
9 130 (17.66%) ETL
10 104 (14.13%) Data Modelling
11 100 (13.59%) Data Analytics
12 85 (11.55%) Data Visualisation
13 76 (10.33%) Software Engineering
14 64 (8.70%) Statistical Modelling
15 58 (7.88%) Statistical Analysis
16 52 (7.07%) Predictive Modelling
17 50 (6.79%) Project Management
18 49 (6.66%) Physics
19 48 (6.52%) Scrum
20 44 (5.98%) CRM
Programming Languages
1 421 (57.20%) SQL
2 254 (34.51%) Python
3 174 (23.64%) R
4 137 (18.61%) Java
5 101 (13.72%) T-SQL
6 69 (9.38%) C++
7 57 (7.74%) JavaScript
8 51 (6.93%) C#
9 46 (6.25%) Scala
10 45 (6.11%) VBA
11 34 (4.62%) MATLAB
12 32 (4.35%) PL/SQL
13 31 (4.21%) Perl
14 29 (3.94%) Data Analysis Expressions (DAX)
14 29 (3.94%) PHP
15 20 (2.72%) C
16 13 (1.77%) Groovy
17 11 (1.49%) Ruby
18 10 (1.36%) Shell Script
19 9 (1.22%) VB
Qualifications
1 200 (27.17%) Degree
2 80 (10.87%) PhD
3 21 (2.85%) Security Cleared
4 19 (2.58%) DV Cleared
5 16 (2.17%) Microsoft Certification
6 2 (0.27%) CCA
6 2 (0.27%) CISM
6 2 (0.27%) CISSP
6 2 (0.27%) ITIL Foundation Certificate
6 2 (0.27%) PMI Certification
6 2 (0.27%) Postgraduate
6 2 (0.27%) RHCA
6 2 (0.27%) SC Cleared
7 1 (0.14%) ISEB
7 1 (0.14%) ISEB Practitioner
7 1 (0.14%) MBA
7 1 (0.14%) MCSA
Quality Assurance & Compliance
1 50 (6.79%) Data Quality
2 18 (2.45%) QA
3 4 (0.54%) MiFID
4 1 (0.14%) Dodd-Frank
4 1 (0.14%) EMIR
4 1 (0.14%) IFRS
4 1 (0.14%) IFRS 9
4 1 (0.14%) SLA
System Software
1 11 (1.49%) Docker
2 8 (1.09%) Oracle RAC
3 7 (0.95%) Active Directory
4 6 (0.82%) Apache Flume
4 6 (0.82%) Virtual Machines
5 5 (0.68%) NFS
5 5 (0.68%) Squid
6 4 (0.54%) VirtualBox
6 4 (0.54%) VMware Infrastructure
7 3 (0.41%) HDFS
8 2 (0.27%) Hyper-V
8 2 (0.27%) KVM
8 2 (0.27%) vSphere
9 1 (0.14%) Apache ZooKeeper
Systems Management
1 12 (1.63%) Ambari
2 7 (0.95%) Oozie
3 2 (0.27%) EnCase
3 2 (0.27%) HP Quality Center
4 1 (0.14%) Hadoop YARN
4 1 (0.14%) Oracle Enterprise Manager
4 1 (0.14%) Oracle RMAN
Vendors
1 122 (16.58%) Microsoft
2 76 (10.33%) Oracle
3 68 (9.24%) Tableau
4 23 (3.13%) Talend
5 21 (2.85%) Google
6 20 (2.72%) Vertica
7 16 (2.17%) Cognos
8 15 (2.04%) IBM
8 15 (2.04%) Informatica
8 15 (2.04%) Salesforce.com
9 12 (1.63%) SAP
10 11 (1.49%) Bloomberg
10 11 (1.49%) Teradata
11 9 (1.22%) MicroStrategy
12 8 (1.09%) Red Hat
13 6 (0.82%) Hortonworks
13 6 (0.82%) VMware
14 5 (0.68%) EMC
14 5 (0.68%) JD Edwards
15 4 (0.54%) Cognizant
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 8 hours ago
Harrogate, North Yorkshire
Senitor Associates
Salary: £45000 - £55000 per annum
Posted: 10 hours ago
Cambridge, Cambridgeshire
IT Connections
Salary: 30,000 - 40,000
Posted: 3 hours ago
London
Durlston Partners
Salary: From £60,000 to £120,000 per annum + Bonus + Benefits
Posted: 7 hours ago
Harrogate, North Yorkshire
Senitor Associates
Salary: £45000 - £55000 per annum
Posted: 10 hours ago
Manchester, Lancashire
Applause IT Innovation
Salary: £28000 - £40000 per annum + benefits
Posted: Yesterday
Edinburgh, Midlothian
Informatiq Consulting
Posted: 2 days ago
Nottingham, Nottinghamshire
Experis Ltd
Posted: 2 days ago
London
myBench Ltd
Salary: From £25,000 to £45,000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: Yesterday
City, London
Informatiq Consulting
Posted: 3 days ago
London
ClearCube Consulting
Salary: From £75,000 to £95,000 per annum Excellent Benefits
Posted: 2 days ago
City, London
Software Personnel International Ltd
Salary: From £40,000 to £45,000 per annum
Posted: 2 days ago
London
Opus Recruitment Solutions Ltd
Salary: £70000 - £85000 per annum, Benefits Excellent Benefit and Bonus
Posted: 3 days ago
London
Churchill Frank
Salary: £45000 - £60000 per annum
Posted: 6 days ago
Harrogate, North Yorkshire
Rullion
Salary: £45000 - £55000 per annum + holidays, pension etc
Posted: Yesterday
West London
Durlston Partners
Salary: From £90,000 to £110,000 per annum Excellent Bonus and Benefits
Posted: 3 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 4 days ago
Slough, Berkshire
RBW Consulting
Salary: From £55,000 to £75,000 per annum + Bonus + Car Allowance
Posted: 4 days ago
Cambridge, Cambridgeshire
ENTERPRISE RECRUITMENT LTD
Salary: Excellent salary, bonus scheme, pension contribution matching (up to 5
Posted: 3 days ago
City, London
ReThink Recruitment
Salary: £30000.00 - £35000.00 per annum
Posted: 4 days ago
Nottingham, Nottinghamshire
Rebel Recruitment
Salary: From £50,000 to £78,000 per annum + 15% Bonus + Benefits
Posted: 3 days ago
Colchester, Essex
Hurren and Hope
Salary: £55k - 65k per year + Plus benefits
Posted: 2 days ago
London
Adteq
Salary: From £45,000 to £55,000 per annum 45-55K + Benefits + working remotely
Posted: 4 days ago
London
Harrington Starr
Salary: £75000 - £90000 per annum + Options + Benefits
Posted: 6 days ago
Peterborough, Cambridgeshire
BGL Group
Salary: Competitive
Posted: 11 days ago
City, London
Durlston Partners
Salary: From £50,000 to £130,000 per annum + Bonus + Benefits
Posted: 5 days ago
London
B Elite Talent
Salary: Excellent Package & negotiable for the right person
Posted: 5 days ago
Cambridge, Cambridgeshire
ECM Selection
Salary: £Excellent
Posted: 4 days ago
London
comparethemarket.com
Salary: Up to £90,000 per annum
Posted: 11 days ago