Period
to 10 December 2019

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 10 December 2019 with a comparison to the same period in the previous 2 years.

Data Mining
England > South East
6 months to
10 Dec 2019
Same period 2018 Same period 2017
Rank 441 469 442
Rank change year-on-year +28 -27 +39
Permanent jobs citing Data Mining 46 64 119
As % of all permanent IT jobs advertised in the South East 0.19% 0.23% 0.38%
As % of the Database & Business Intelligence category 0.75% 0.78% 1.22%
Number of salaries quoted 37 50 94
South East median annual salary £52,500 £50,000 £51,250
Median salary % change year-on-year +5.00% -2.44% +2.50%
10th Percentile £32,500 £25,750 £33,250
90th Percentile £69,000 £85,925 £82,875
England median annual salary £57,500 £57,500 £55,000
% change year-on-year - +4.55% +10.00%

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 6,157 8,161 9,780
As % of all permanent IT jobs advertised in the South East 25.16% 28.91% 31.58%
Number of salaries quoted 5,271 6,757 8,406
South East median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £31,000 £30,000 £27,500
90th Percentile £71,250 £72,500 £65,000
England median annual salary £52,500 £52,500 £50,000
% change year-on-year - +5.00% +5.26%

Data Mining
Job Vacancy Trend in the South East

Job postings citing Data Mining as a percentage 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

This chart provides the 3-month moving average for salaries quoted in permanent IT 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

The salary distribution of IT jobs citing Data Mining in the South East over the 6 months to 10 December 2019.

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 10 December 2019. 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 +20 29 £57,250 +14.50% 5
Berkshire +23 21 £55,000 +22.22% 3
Surrey +34 10 £45,000 +87.50%
Buckinghamshire +22 6 £59,500 -47.11% 2
Hampshire - 4 £40,000 - 1
West Sussex +10 2 £42,500 +6.25%
Oxfordshire -5 2 £67,250 +3.46%
Kent -12 1 £50,000 -47.37%
Data Mining
England

For the 6 months to 10 December 2019, 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 28 (60.87%) Analytics
2 24 (52.17%) SQL
3 19 (41.30%) Python
4 18 (39.13%) Degree
5 17 (36.96%) Statistics
5 17 (36.96%) Data Analytics
6 14 (30.43%) Machine Learning
6 14 (30.43%) Marketing
7 13 (28.26%) Data Analysis
7 13 (28.26%) Business Intelligence
7 13 (28.26%) ETL
7 13 (28.26%) Visualisation
8 12 (26.09%) Agile Software Development
8 12 (26.09%) Mathematics
9 11 (23.91%) Statistical Analysis
9 11 (23.91%) SAS
9 11 (23.91%) R
9 11 (23.91%) Data Visualisation
10 10 (21.74%) Data Modelling
10 10 (21.74%) Computer Science
11 9 (19.57%) Big Data
11 9 (19.57%) AWS
11 9 (19.57%) Analytical Skills
11 9 (19.57%) Power BI
11 9 (19.57%) Power Platform
12 8 (17.39%) Actionable Insight
12 8 (17.39%) Data Science
12 8 (17.39%) Commercial Awareness
12 8 (17.39%) Elasticsearch
12 8 (17.39%) Hadoop

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 11 (23.91%) SAS
2 8 (17.39%) Elasticsearch
3 5 (10.87%) Confluence
4 1 (2.17%) Apache
4 1 (2.17%) Apache Solr
4 1 (2.17%) Apache Spark
Applications
1 6 (13.04%) Microsoft Excel
2 4 (8.70%) Spreadsheet
3 3 (6.52%) SPSS
4 1 (2.17%) Weka
Business Applications
1 1 (2.17%) FastStats
Cloud Services
1 9 (19.57%) AWS
1 9 (19.57%) Power Platform
2 5 (10.87%) Google Analytics
3 3 (6.52%) Azure
4 2 (4.35%) Adobe Analytics
4 2 (4.35%) GCP
5 1 (2.17%) Amazon EC2
5 1 (2.17%) Amazon S3
5 1 (2.17%) AWS Lambda
5 1 (2.17%) Dynamics 365
5 1 (2.17%) SaaS
5 1 (2.17%) Serverless
Communications & Networking
1 2 (4.35%) TCP/IP
Database & Business Intelligence
1 9 (19.57%) Big Data
1 9 (19.57%) Power BI
2 8 (17.39%) Hadoop
3 7 (15.22%) Data Warehouse
3 7 (15.22%) NoSQL
4 6 (13.04%) SQL Server
5 5 (10.87%) QlikView
5 5 (10.87%) Relational Database
6 4 (8.70%) MySQL
6 4 (8.70%) PostgreSQL
7 3 (6.52%) Sisense
8 2 (4.35%) Enterprise Data Warehouse
8 2 (4.35%) KNIME
8 2 (4.35%) Looker
8 2 (4.35%) MongoDB
8 2 (4.35%) SQL Server Integration Services
9 1 (2.17%) Base SAS
9 1 (2.17%) Flink
9 1 (2.17%) PowerPivot
9 1 (2.17%) SQL Server Analysis Services
Development Applications
1 5 (10.87%) JIRA
2 1 (2.17%) ReSharper
2 1 (2.17%) Team Foundation Server
General
1 14 (30.43%) Marketing
2 7 (15.22%) Finance
3 2 (4.35%) Banking
3 2 (4.35%) French Language
3 2 (4.35%) German Language
3 2 (4.35%) Telecoms
4 1 (2.17%) Aerospace
4 1 (2.17%) Manufacturing
4 1 (2.17%) Retail
Job Titles
1 26 (56.52%) Analyst
2 9 (19.57%) Data Analyst
3 7 (15.22%) Data Scientist
4 6 (13.04%) Developer
4 6 (13.04%) Insight Analyst
5 4 (8.70%) Analytics Manager
5 4 (8.70%) Business Analyst
5 4 (8.70%) Business Intelligence Analyst
5 4 (8.70%) Marketing Analyst
5 4 (8.70%) Performance Analyst
5 4 (8.70%) Senior Data Scientist
6 3 (6.52%) Java Developer
7 2 (4.35%) Business Intelligence Developer
7 2 (4.35%) DBA
7 2 (4.35%) ETL Developer
7 2 (4.35%) Marketing Manager
7 2 (4.35%) Sales Manager
7 2 (4.35%) Senior Analyst
7 2 (4.35%) Senior Developer
7 2 (4.35%) Senior Java Developer
Libraries, Frameworks & Software Standards
1 7 (15.22%) Node.js
2 3 (6.52%) CSS
2 3 (6.52%) HTML
2 3 (6.52%) JSON
2 3 (6.52%) XML
3 2 (4.35%) .NET
3 2 (4.35%) Ajax
3 2 (4.35%) HTML5
3 2 (4.35%) JMS
3 2 (4.35%) jQuery
3 2 (4.35%) JSP
3 2 (4.35%) LAMP
3 2 (4.35%) REST
3 2 (4.35%) Servlets
3 2 (4.35%) SOAP
3 2 (4.35%) TensorFlow
3 2 (4.35%) Web Services
3 2 (4.35%) XML-RPC
4 1 (2.17%) Keras
4 1 (2.17%) PyTorch
Miscellaneous
1 9 (19.57%) Analytical Skills
2 5 (10.87%) Algorithms
2 5 (10.87%) User Experience
3 3 (6.52%) Management Information System
3 3 (6.52%) Social Media
4 2 (4.35%) Cloud Native
4 2 (4.35%) Virtual Team
5 1 (2.17%) Analytical Mindset
5 1 (2.17%) Credit Risk
5 1 (2.17%) Tandem
Operating Systems
1 5 (10.87%) Linux
2 3 (6.52%) Windows
3 2 (4.35%) Windows Server
Processes & Methodologies
1 28 (60.87%) Analytics
2 17 (36.96%) Data Analytics
2 17 (36.96%) Statistics
3 14 (30.43%) Machine Learning
4 13 (28.26%) Business Intelligence
4 13 (28.26%) Data Analysis
4 13 (28.26%) ETL
4 13 (28.26%) Visualisation
5 12 (26.09%) Agile Software Development
5 12 (26.09%) Mathematics
6 11 (23.91%) Data Visualisation
6 11 (23.91%) Statistical Analysis
7 10 (21.74%) Computer Science
7 10 (21.74%) Data Modelling
8 8 (17.39%) Actionable Insight
8 8 (17.39%) Business Analysis
8 8 (17.39%) Commercial Awareness
8 8 (17.39%) Data Science
8 8 (17.39%) Operations Research
9 7 (15.22%) Lead Generation
Programming Languages
1 24 (52.17%) SQL
2 19 (41.30%) Python
3 11 (23.91%) R
4 7 (15.22%) Java
5 4 (8.70%) Scala
6 2 (4.35%) Bash Shell
6 2 (4.35%) C#
6 2 (4.35%) Perl
6 2 (4.35%) PHP
6 2 (4.35%) PowerShell
6 2 (4.35%) Ruby
6 2 (4.35%) T-SQL
6 2 (4.35%) VBA
7 1 (2.17%) JavaScript
7 1 (2.17%) MATLAB
Qualifications
1 18 (39.13%) Degree
2 2 (4.35%) Numerate Degree
2 2 (4.35%) SC Cleared
2 2 (4.35%) Security Cleared
3 1 (2.17%) Master's Degree
3 1 (2.17%) PhD
Quality Assurance & Compliance
1 2 (4.35%) Data Quality
2 1 (2.17%) QA
Vendors
1 8 (17.39%) Google
2 7 (15.22%) Tableau
3 5 (10.87%) Oracle
4 4 (8.70%) Microsoft
5 2 (4.35%) Adobe
5 2 (4.35%) Alteryx
5 2 (4.35%) Dataiku
5 2 (4.35%) Informatica
5 2 (4.35%) SAP
5 2 (4.35%) Talend
6 1 (2.17%) Alterian
6 1 (2.17%) Hyperion