Period
to 15 October 2021

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 15 October 2021 with a comparison to the same period in the previous 2 years.

Data Mining
England > East of England
6 months to
15 Oct 2021
Same period 2020 Same period 2019
Rank 206 125 259
Rank change year-on-year -81 +134 +57
Permanent jobs citing Data Mining 32 5 15
As % of all permanent jobs advertised in the East of England 0.59% 0.28% 0.22%
As % of the Database & Business Intelligence category 3.11% 1.15% 0.85%
Number of salaries quoted 15 5 14
Median annual salary (50th Percentile) £70,000 £50,000 £36,250
Median % change year-on-year +40.00% +37.93% -9.38%
England median annual salary £59,000 £61,250 £57,500
% change year-on-year -3.67% +6.52% +9.52%

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 East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 1,028 434 1,768
As % of all permanent IT jobs advertised in the East of England 18.86% 24.25% 25.60%
Number of salaries quoted 603 365 1,455
10th Percentile £32,500 £31,250 £31,250
25th Percentile £41,250 £37,500 £37,500
Median annual salary (50th Percentile) £50,000 £47,500 £47,500
Median % change year-on-year +5.26% - +4.40%
75th Percentile £63,750 £62,500 £60,000
90th Percentile £76,250 £72,500 £70,000
England median annual salary £58,000 £55,000 £52,500
% change year-on-year +5.45% +4.76% +5.00%

Data Mining
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Mining in the East of England

Data Mining
Salary Trend in the East of England

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

Salary trend for Data Mining in the East of England

Data Mining
Salary Histogram in the East of England

Salary distribution for jobs citing Data Mining in the East of England over the 6 months to 15 October 2021.

Salary histogram for Data Mining in the East of England

Data Mining
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Mining within the East of England region over the 6 months to 15 October 2021. 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
Cambridgeshire -47 16 £60,000 +37.14%
Hertfordshire -57 14 £70,000 +7.69% 1
Bedfordshire - 2 £58,750 -
Data Mining
England

For the 6 months to 15 October 2021, 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 East of England region with a requirement for Data Mining.

1 20 (62.50%) SQL
2 19 (59.38%) Data Science
3 16 (50.00%) Microsoft
4 15 (46.88%) Data Modelling
4 15 (46.88%) Python
5 14 (43.75%) Life Science
6 13 (40.63%) Azure
6 13 (40.63%) Analytical Skills
6 13 (40.63%) Law
7 12 (37.50%) Artificial Intelligence
7 12 (37.50%) Analytics
7 12 (37.50%) Visualisation
8 11 (34.38%) Machine Learning
8 11 (34.38%) Degree
8 11 (34.38%) Inclusion and Diversity
9 10 (31.25%) PhD
9 10 (31.25%) Economics
9 10 (31.25%) Data Governance
10 9 (28.13%) Computer Science
10 9 (28.13%) Algorithms
11 8 (25.00%) Mentoring
11 8 (25.00%) Mathematics
11 8 (25.00%) Data Visualisation
11 8 (25.00%) Statistics
11 8 (25.00%) Data Security
11 8 (25.00%) Data Management
11 8 (25.00%) Microsoft Certification
12 7 (21.88%) Physics
12 7 (21.88%) Information Retrieval
12 7 (21.88%) Master's Degree

Data Mining
Co-occurring IT Skills in the East of England 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 2 (6.25%) SAS
2 1 (3.13%) Apache Solr
2 1 (3.13%) Apache Spark
Applications
1 3 (9.38%) Microsoft Excel
2 1 (3.13%) Weka
Cloud Services
1 13 (40.63%) Azure
2 4 (12.50%) AWS
2 4 (12.50%) Azure Synapse Analytics
2 4 (12.50%) Power Platform
3 2 (6.25%) Snowflake
4 1 (3.13%) Amazon SageMaker
4 1 (3.13%) Collibra
4 1 (3.13%) SaaS
Database & Business Intelligence
1 6 (18.75%) Data Warehouse
2 5 (15.63%) Data Lake
3 4 (12.50%) Electronic Patient Records
3 4 (12.50%) Power BI
4 2 (6.25%) Amazon Redshift
4 2 (6.25%) Big Data
4 2 (6.25%) Hadoop
4 2 (6.25%) Qlik Sense
4 2 (6.25%) Redshift Spectrum
4 2 (6.25%) Tableau
5 1 (3.13%) Apache Hive
5 1 (3.13%) Azure SQL Database
5 1 (3.13%) BusinessObjects
5 1 (3.13%) Data Vault
5 1 (3.13%) Metadata
5 1 (3.13%) MySQL
5 1 (3.13%) Neo4j
5 1 (3.13%) QlikView
5 1 (3.13%) Spark SQL
5 1 (3.13%) SQL Server
Development Applications
1 1 (3.13%) ERwin
General
1 13 (40.63%) Analytical Skills
1 13 (40.63%) Law
2 11 (34.38%) Inclusion and Diversity
3 5 (15.63%) Presentation Skills
4 4 (12.50%) Pharmaceutical
5 3 (9.38%) Advertising
6 2 (6.25%) Games
6 2 (6.25%) Retail
7 1 (3.13%) Finance
7 1 (3.13%) Manufacturing
7 1 (3.13%) Marketing
7 1 (3.13%) Social Skills
Job Titles
1 11 (34.38%) Architect
1 11 (34.38%) Data Architect
2 7 (21.88%) Data Science Director
3 4 (12.50%) Analyst
3 4 (12.50%) Data Analyst
3 4 (12.50%) Data Engineer
4 3 (9.38%) Data Scientist
4 3 (9.38%) Junior
4 3 (9.38%) Junior Analyst
4 3 (9.38%) Junior Data Analyst
5 1 (3.13%) Associate Director
5 1 (3.13%) Enterprise Architect
5 1 (3.13%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 6 (18.75%) .NET
2 4 (12.50%) REST
2 4 (12.50%) SOAP
2 4 (12.50%) UDDI
2 4 (12.50%) Web Services
2 4 (12.50%) WSDL
2 4 (12.50%) XML
3 2 (6.25%) Node.js
4 1 (3.13%) NumPy
4 1 (3.13%) PySpark
4 1 (3.13%) TensorFlow
Miscellaneous
1 14 (43.75%) Life Science
2 9 (28.13%) Algorithms
3 2 (6.25%) Management Information System
3 2 (6.25%) Pharmacovigilance
4 1 (3.13%) Data Structures
4 1 (3.13%) Legacy Systems
4 1 (3.13%) User Experience
Processes & Methodologies
1 19 (59.38%) Data Science
2 15 (46.88%) Data Modelling
3 12 (37.50%) Analytics
3 12 (37.50%) Artificial Intelligence
3 12 (37.50%) Visualisation
4 11 (34.38%) Machine Learning
5 10 (31.25%) Data Governance
5 10 (31.25%) Economics
6 9 (28.13%) Computer Science
7 8 (25.00%) Data Management
7 8 (25.00%) Data Security
7 8 (25.00%) Data Visualisation
7 8 (25.00%) Mathematics
7 8 (25.00%) Mentoring
7 8 (25.00%) Statistics
8 7 (21.88%) Information Retrieval
8 7 (21.88%) Physics
8 7 (21.88%) Thought Leadership
9 5 (15.63%) Data Analysis
9 5 (15.63%) Problem-Solving
Programming Languages
1 20 (62.50%) SQL
2 15 (46.88%) Python
3 6 (18.75%) Java
4 4 (12.50%) R
5 3 (9.38%) MATLAB
6 2 (6.25%) C#
6 2 (6.25%) Go
6 2 (6.25%) JavaScript
6 2 (6.25%) Scala
6 2 (6.25%) TypeScript
7 1 (3.13%) Cypher
7 1 (3.13%) SPARQL
Qualifications
1 11 (34.38%) Degree
2 10 (31.25%) PhD
3 8 (25.00%) Microsoft Certification
4 7 (21.88%) Master's Degree
Quality Assurance & Compliance
1 3 (9.38%) Data Quality
Vendors
1 16 (50.00%) Microsoft
2 2 (6.25%) Oracle
2 2 (6.25%) SAP
3 1 (3.13%) Google
3 1 (3.13%) IBM
3 1 (3.13%) Salesforce.com
3 1 (3.13%) Talend