Period
to 28 May 2020

The following table provides summary statistics for permanent job vacancies advertised in the South East with a requirement for Data Mining skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Mining over the 6 months to 28 May 2020 with a comparison to the same period in the previous 2 years.

Data Mining
England > South East
6 months to
28 May 2020
Same period 2019 Same period 2018
Rank 349 464 476
Rank change year-on-year +115 +12 -64
Permanent jobs citing Data Mining 46 48 82
As % of all permanent jobs advertised in the South East 0.28% 0.18% 0.27%
As % of the Database & Business Intelligence category 1.10% 0.68% 0.90%
Number of salaries quoted 49 38 64
Median annual salary £53,500 £42,750 £50,000
Median salary % change year-on-year +25.15% -14.50% -13.04%
10th Percentile £26,000 £23,750 £39,825
90th Percentile £79,000 £75,000 £80,000
England median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% -

Data Mining is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Permanent vacancies with a requirement for database or business intelligence skills 4,189 7,090 9,073
As % of all permanent IT jobs advertised in the South East 25.72% 27.21% 29.90%
Number of salaries quoted 3,433 5,949 7,746
Median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £31,250 £29,750 £28,750
90th Percentile £76,250 £73,750 £67,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +5.26%

Data Mining
Job Vacancy Trend in the South East

Job postings citing Data Mining as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Data Mining in the South East

Data Mining
Salary Trend in the South East

3-month moving average salary quoted in jobs citing Data Mining in the South East.

Salary trend for Data Mining in the South East

Data Mining
Salary Histogram in the South East

Salary distribution for jobs citing Data Mining in the South East over the 6 months to 28 May 2020.

Salary histogram for Data Mining in the South East

Data Mining
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the South East region over the 6 months to 28 May 2020. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Thames Valley +82 23 £60,000 -20.00% 1
Berkshire +67 17 £67,500 +8.00% 1
Hampshire +58 17 £32,500 +27.45%
East Sussex +27 5 £67,500 +82.43%
Oxfordshire +24 5 £60,000 -20.00%
West Sussex +24 1 £70,000 +27.27%
Buckinghamshire - 1 £52,500 -
Data Mining
England

For the 6 months to 28 May 2020, IT jobs citing Data Mining also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the South East region with a requirement for Data Mining.

1 24 (52.17%) Python
2 20 (43.48%) Analytics
3 19 (41.30%) Visualisation
4 18 (39.13%) Data Warehouse
5 17 (36.96%) Business Intelligence
5 17 (36.96%) Mathematics
6 16 (34.78%) SQL
7 15 (32.61%) ETL
7 15 (32.61%) Finance
7 15 (32.61%) Data Analysis
7 15 (32.61%) Analytical Skills
8 14 (30.43%) Data Analytics
8 14 (30.43%) Microsoft
9 13 (28.26%) Data Modelling
9 13 (28.26%) Marketing
9 13 (28.26%) Degree
10 12 (26.09%) Linux
10 12 (26.09%) AWS
11 11 (23.91%) Data Visualisation
11 11 (23.91%) Machine Learning
11 11 (23.91%) Data Science
11 11 (23.91%) Problem-Solving
11 11 (23.91%) OOP
11 11 (23.91%) HTML
11 11 (23.91%) Statistics
12 10 (21.74%) CRM
12 10 (21.74%) ERP
13 9 (19.57%) Computer Science
13 9 (19.57%) Power Platform
13 9 (19.57%) Power BI

Data Mining
Co-occurring IT Skills in the South East 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 8 (17.39%) Apache Spark
2 6 (13.04%) Apache
3 5 (10.87%) Jupyter
4 3 (6.52%) SharePoint
5 2 (4.35%) IPython
5 2 (4.35%) SAS
6 1 (2.17%) Elasticsearch
Applications
1 8 (17.39%) Microsoft Excel
2 1 (2.17%) Microsoft Office
2 1 (2.17%) SPSS
Business Applications
1 5 (10.87%) SAP CRM
1 5 (10.87%) SAP ERP
1 5 (10.87%) SAP IS-U
2 1 (2.17%) Dynamics CRM
Cloud Services
1 12 (26.09%) AWS
2 9 (19.57%) Azure
2 9 (19.57%) Power Platform
3 6 (13.04%) Cloud Computing
3 6 (13.04%) GCP
4 2 (4.35%) SaaS
5 1 (2.17%) Dynamics 365
5 1 (2.17%) Google Analytics
Communications & Networking
1 5 (10.87%) Skype
Database & Business Intelligence
1 18 (39.13%) Data Warehouse
2 9 (19.57%) Power BI
3 8 (17.39%) Big Data
4 7 (15.22%) Hadoop
4 7 (15.22%) MySQL
4 7 (15.22%) OLAP
4 7 (15.22%) SQL Server Analysis Services
4 7 (15.22%) SQL Server Integration Services
4 7 (15.22%) SQL Server Reporting Services
5 6 (13.04%) Enterprise Data Warehouse
6 4 (8.70%) PostgreSQL
6 4 (8.70%) SQL Server
7 3 (6.52%) KNIME
8 2 (4.35%) Data Lake
8 2 (4.35%) MongoDB
8 2 (4.35%) PowerPivot
8 2 (4.35%) SQL Server 2012
9 1 (2.17%) Apache Hive
9 1 (2.17%) HBase
9 1 (2.17%) Relational Database
Development Applications
1 1 (2.17%) Selenium
1 1 (2.17%) webpack
General
1 15 (32.61%) Finance
2 13 (28.26%) Marketing
3 6 (13.04%) Advertising
4 5 (10.87%) Norwegian Language
5 3 (6.52%) Manufacturing
6 2 (4.35%) Telecoms
7 1 (2.17%) Aerospace
7 1 (2.17%) Police
Job Titles
1 10 (21.74%) Developer
2 9 (19.57%) Data Scientist
2 9 (19.57%) Graduate
3 6 (13.04%) Analyst
3 6 (13.04%) Data Analyst
3 6 (13.04%) PHP Developer
4 5 (10.87%) Graduate Developer
4 5 (10.87%) Senior Data Scientist
5 4 (8.70%) Business Intelligence Specialist
5 4 (8.70%) Graduate PHP Developer
5 4 (8.70%) Junior
5 4 (8.70%) Junior Developer
5 4 (8.70%) Junior PHP Developer
6 3 (6.52%) Development Engineer
6 3 (6.52%) Graduate Software Engineer
6 3 (6.52%) Software Development Engineer
6 3 (6.52%) Software Engineer
6 3 (6.52%) Software Test Engineer
6 3 (6.52%) Test Development Engineer
6 3 (6.52%) Test Engineer
Libraries, Frameworks & Software Standards
1 11 (23.91%) HTML
2 7 (15.22%) CSS
3 6 (13.04%) LAMP
4 5 (10.87%) HTML5
4 5 (10.87%) WebRTC
5 2 (4.35%) .NET
5 2 (4.35%) MDX
5 2 (4.35%) NumPy
5 2 (4.35%) Pandas
5 2 (4.35%) scikit-learn
5 2 (4.35%) Shiny
6 1 (2.17%) LESS
6 1 (2.17%) React
6 1 (2.17%) RESTful
6 1 (2.17%) Sass
6 1 (2.17%) Web Services
Miscellaneous
1 15 (32.61%) Analytical Skills
2 8 (17.39%) Algorithms
3 6 (13.04%) Analytical Mindset
4 5 (10.87%) Management Information System
4 5 (10.87%) Video Conferencing
5 2 (4.35%) Cyberthreat
6 1 (2.17%) Animation
6 1 (2.17%) Client/Server
6 1 (2.17%) Cloud Native
6 1 (2.17%) Data Structures
6 1 (2.17%) Greenfield Project
6 1 (2.17%) User Experience
Operating Systems
1 12 (26.09%) Linux
2 6 (13.04%) Windows
3 5 (10.87%) Android
3 5 (10.87%) Apple iOS
4 1 (2.17%) Unix
4 1 (2.17%) Windows Server
Processes & Methodologies
1 20 (43.48%) Analytics
2 19 (41.30%) Visualisation
3 17 (36.96%) Business Intelligence
3 17 (36.96%) Mathematics
4 15 (32.61%) Data Analysis
4 15 (32.61%) ETL
5 14 (30.43%) Data Analytics
6 13 (28.26%) Data Modelling
7 11 (23.91%) Data Science
7 11 (23.91%) Data Visualisation
7 11 (23.91%) Machine Learning
7 11 (23.91%) OOP
7 11 (23.91%) Problem-Solving
7 11 (23.91%) Statistics
8 10 (21.74%) CRM
8 10 (21.74%) ERP
9 9 (19.57%) Computer Science
10 8 (17.39%) Business Analytics
10 8 (17.39%) Data Munging
10 8 (17.39%) Requirements Gathering
Programming Languages
1 24 (52.17%) Python
2 16 (34.78%) SQL
3 8 (17.39%) JavaScript
4 7 (15.22%) Data Analysis Expressions (DAX)
4 7 (15.22%) R
5 6 (13.04%) PHP
5 6 (13.04%) PHP 5
5 6 (13.04%) PHP 7
6 5 (10.87%) T-SQL
7 3 (6.52%) Java
8 2 (4.35%) C++
8 2 (4.35%) MATLAB
8 2 (4.35%) PyPy
8 2 (4.35%) Scala
9 1 (2.17%) Bash Shell
9 1 (2.17%) C
9 1 (2.17%) C#
9 1 (2.17%) Perl
9 1 (2.17%) PowerShell
Qualifications
1 13 (28.26%) Degree
2 6 (13.04%) Computer Science Degree
2 6 (13.04%) Numerate Degree
3 2 (4.35%) SC Cleared
3 2 (4.35%) Security Cleared
4 1 (2.17%) Master's Degree
System Software
1 6 (13.04%) Docker
2 5 (10.87%) VMware Infrastructure
3 1 (2.17%) HDFS
3 1 (2.17%) Hyper-V
Systems Management
1 1 (2.17%) Ansible
1 1 (2.17%) Kubernetes
1 1 (2.17%) Opscode Chef
1 1 (2.17%) Puppet
Vendors
1 14 (30.43%) Microsoft
2 8 (17.39%) SAP
3 7 (15.22%) Google
4 5 (10.87%) Oracle
4 5 (10.87%) VMware
5 3 (6.52%) Alteryx
5 3 (6.52%) Dataiku
5 3 (6.52%) Informatica
6 2 (4.35%) Tableau
7 1 (2.17%) Facebook