Period
to

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 21 May 2022 with a comparison to the same period in the previous 2 years.

Data Mining
England > South East
6 months to
21 May 2022
Same period 2021 Same period 2020
Rank 401 356 366
Rank change year-on-year -45 +10 +107
Permanent jobs citing Data Mining 82 20 47
As % of all permanent jobs advertised in the South East 0.40% 0.15% 0.28%
As % of the Database & Business Intelligence category 1.63% 0.56% 1.07%
Number of salaries quoted 69 17 43
10th Percentile £41,000 £41,500 £25,250
25th Percentile £62,500 £47,500 £34,750
Median annual salary (50th Percentile) £100,000 £50,000 £45,000
Median % change year-on-year +100.00% +11.11% -5.26%
75th Percentile - £70,000 £71,250
90th Percentile - £82,000 £79,750
England median annual salary £62,500 £50,000 £55,000
% change year-on-year +25.00% -9.09% -4.35%

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 5,031 3,588 4,400
As % of all permanent IT jobs advertised in the South East 24.84% 26.43% 26.01%
Number of salaries quoted 3,085 2,917 3,622
10th Percentile £32,500 £33,750 £31,250
25th Percentile £41,250 £41,250 £38,063
Median annual salary (50th Percentile) £55,000 £52,500 £50,000
Median % change year-on-year +4.76% +5.00% +5.26%
75th Percentile £70,000 £64,500 £63,250
90th Percentile £83,750 £75,000 £75,000
England median annual salary £60,000 £55,000 £55,000
% change year-on-year +9.09% - +4.76%

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 21 May 2022.

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 21 May 2022. 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
Jobs
Thames Valley -2 65 £100,000 +100.00%
Oxfordshire +12 48 £100,000 +21.21%
Berkshire -10 9 £65,000 +30.00%
Buckinghamshire - 8 £43,750 -
Hampshire -53 7 £32,500 -45.83%
Surrey - 6 - -
Kent - 4 £53,750 -
Data Mining
England

For the 6 months to 21 May 2022, 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 67 (81.71%) Degree
2 48 (58.54%) Windows
2 48 (58.54%) Computer Security
2 48 (58.54%) Cyber Kill Chain
2 48 (58.54%) Creative Thinking
3 44 (53.66%) IDA Disassembler
3 44 (53.66%) Cyberthreat
3 44 (53.66%) Reverse Engineering
3 44 (53.66%) Cybersecurity
3 44 (53.66%) Blog
4 37 (45.12%) Data Science
5 29 (35.37%) SQL
6 26 (31.71%) MITRE ATT&CK
7 24 (29.27%) Python
7 24 (29.27%) Data Analysis
8 23 (28.05%) Analytics
8 23 (28.05%) Algorithms
9 22 (26.83%) Threat Detection
10 19 (23.17%) Statistics
11 18 (21.95%) Big Data
11 18 (21.95%) Data Analytics
12 17 (20.73%) Mathematics
13 12 (14.63%) Data Warehouse
13 12 (14.63%) ETL
13 12 (14.63%) Business Intelligence
13 12 (14.63%) Power BI
13 12 (14.63%) Power Platform
14 11 (13.41%) Microsoft
14 11 (13.41%) Dashboard Development
14 11 (13.41%) Azure

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 7 (8.54%) Apache Spark
2 4 (4.88%) Elasticsearch
3 3 (3.66%) SAS
Applications
1 5 (6.10%) Microsoft Excel
2 3 (3.66%) Spreadsheet
Business Applications
1 3 (3.66%) SAP S/4HANA
Cloud Services
1 12 (14.63%) Power Platform
2 11 (13.41%) Azure
3 4 (4.88%) Azure Data Factory
4 1 (1.22%) Amazon Kinesis
4 1 (1.22%) Amazon SageMaker
4 1 (1.22%) AWS
4 1 (1.22%) SaaS
Communications & Networking
1 1 (1.22%) DNS
Database & Business Intelligence
1 18 (21.95%) Big Data
2 12 (14.63%) Data Warehouse
2 12 (14.63%) Power BI
3 6 (7.32%) Apache Hive
3 6 (7.32%) Hadoop
3 6 (7.32%) SQL Server
4 5 (6.10%) OLAP
5 4 (4.88%) Amazon Redshift
5 4 (4.88%) SQL Server Integration Services
5 4 (4.88%) Tableau
6 3 (3.66%) Metadata
6 3 (3.66%) NoSQL
6 3 (3.66%) OLAP Cube
6 3 (3.66%) Relational Database
6 3 (3.66%) Spotfire
7 1 (1.22%) Amazon DynamoDB
7 1 (1.22%) Data Lake
7 1 (1.22%) Oracle OLAP
7 1 (1.22%) SQL Server Reporting Services
Development Applications
1 44 (53.66%) IDA Disassembler
2 4 (4.88%) Newman
2 4 (4.88%) Postman
3 1 (1.22%) Atlassian Bamboo
General
1 9 (10.98%) Analytical Skills
1 9 (10.98%) Social Skills
2 4 (4.88%) Finance
3 3 (3.66%) Documentation Skills
4 2 (2.44%) Law
5 1 (1.22%) Advertising
5 1 (1.22%) Legal
5 1 (1.22%) Telecoms
Job Titles
1 48 (58.54%) Malware Researcher
2 22 (26.83%) Malware Specialist
2 22 (26.83%) Senior Data Warehouse Specialist
2 22 (26.83%) Windows Specialist
3 12 (14.63%) Analyst
3 12 (14.63%) Data Analyst
4 7 (8.54%) Senior Analyst
5 6 (7.32%) Senior Data Analyst
6 5 (6.10%) Data Engineer
7 4 (4.88%) Data Scientist
7 4 (4.88%) QA Engineer
7 4 (4.88%) QA Test Engineer
7 4 (4.88%) Test Engineer
8 3 (3.66%) Business Intelligence Developer
8 3 (3.66%) Developer
9 2 (2.44%) Architect
9 2 (2.44%) Data Architect
9 2 (2.44%) DBA
9 2 (2.44%) SQL DBA
10 1 (1.22%) Administrator
Libraries, Frameworks & Software Standards
1 1 (1.22%) Lambda Expressions
1 1 (1.22%) REST
1 1 (1.22%) Swagger
Miscellaneous
1 48 (58.54%) Cyber Kill Chain
2 44 (53.66%) Blog
2 44 (53.66%) Cyberthreat
3 23 (28.05%) Algorithms
4 4 (4.88%) Management Information System
5 3 (3.66%) Data Structures
5 3 (3.66%) Enterprise Software
6 2 (2.44%) Legacy Systems
6 2 (2.44%) Self-Motivation
7 1 (1.22%) Virtual Team
Operating Systems
1 48 (58.54%) Windows
Processes & Methodologies
1 48 (58.54%) Computer Security
1 48 (58.54%) Creative Thinking
2 44 (53.66%) Cybersecurity
2 44 (53.66%) Reverse Engineering
3 37 (45.12%) Data Science
4 26 (31.71%) MITRE ATT&CK
5 24 (29.27%) Data Analysis
6 23 (28.05%) Analytics
7 22 (26.83%) Threat Detection
8 19 (23.17%) Statistics
9 18 (21.95%) Data Analytics
10 17 (20.73%) Mathematics
11 12 (14.63%) Business Intelligence
11 12 (14.63%) ETL
12 11 (13.41%) Dashboard Development
13 10 (12.20%) Agile
13 10 (12.20%) Computer Science
13 10 (12.20%) Decision-Making
13 10 (12.20%) Visualisation
14 9 (10.98%) Software Engineering
Programming Languages
1 29 (35.37%) SQL
2 24 (29.27%) Python
3 7 (8.54%) R
4 4 (4.88%) Data Analysis Expressions (DAX)
4 4 (4.88%) Java
4 4 (4.88%) Lua
4 4 (4.88%) PL/SQL
4 4 (4.88%) VBA
5 3 (3.66%) C
5 3 (3.66%) T-SQL
6 1 (1.22%) Scala
Qualifications
1 67 (81.71%) Degree
2 6 (7.32%) Computer Science Degree
3 2 (2.44%) Master's Degree
4 1 (1.22%) PhD
Quality Assurance & Compliance
1 6 (7.32%) QA
System Software
1 1 (1.22%) Docker
Systems Management
1 4 (4.88%) Kibana
Vendors
1 11 (13.41%) Microsoft
2 4 (4.88%) LexisNexis
3 3 (3.66%) MicroStrategy
3 3 (3.66%) Sage
3 3 (3.66%) SAP
4 1 (1.22%) Alteryx
4 1 (1.22%) Databricks
4 1 (1.22%) Oracle