Period
to 23 January 2022

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 23 January 2022 with a comparison to the same period in the previous 2 years.

Data Mining
England > East of England
6 months to
23 Jan 2022
Same period 2021 Same period 2020
Rank 213 149 240
Rank change year-on-year -64 +91 +56
Permanent jobs citing Data Mining 33 9 15
As % of all permanent jobs advertised in the East of England 0.56% 0.37% 0.24%
As % of the Database & Business Intelligence category 2.88% 1.60% 0.94%
Number of salaries quoted 17 7 7
10th Percentile £56,500 £65,500 £46,250
25th Percentile £62,500 £67,500 £48,750
Median annual salary (50th Percentile) £70,000 £70,000 £57,500
Median % change year-on-year - +21.74% +27.78%
75th Percentile - £81,875 £71,875
90th Percentile £83,250 £82,500 £76,500
England median annual salary £60,000 £63,750 £57,500
% change year-on-year -5.88% +10.87% -4.17%

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 1,147 564 1,603
As % of all permanent IT jobs advertised in the East of England 19.55% 23.39% 26.14%
Number of salaries quoted 632 439 1,290
10th Percentile £31,250 £30,800 £28,750
25th Percentile £39,875 £36,250 £37,500
Median annual salary (50th Percentile) £50,000 £50,000 £47,500
Median % change year-on-year - +5.26% -
75th Percentile £66,250 £64,375 £61,250
90th Percentile £73,750 £75,000 £75,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

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 23 January 2022.

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 23 January 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
Hertfordshire -58 19 £70,000 +7.69% 1
Cambridgeshire -41 12 £60,000 -25.00% 2
Bedfordshire -18 2 £58,750 -16.07%
Data Mining
England

For the 6 months to 23 January 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 East of England region with a requirement for Data Mining.

1 20 (60.61%) Microsoft
2 19 (57.58%) SQL
3 18 (54.55%) Data Science
4 17 (51.52%) Data Modelling
5 16 (48.48%) Azure
6 14 (42.42%) Law
7 13 (39.39%) Data Management
8 12 (36.36%) Visualisation
8 12 (36.36%) Analytical Skills
9 11 (33.33%) Analytics
9 11 (33.33%) Python
9 11 (33.33%) Java
9 11 (33.33%) Life Science
9 11 (33.33%) Inclusion and Diversity
10 10 (30.30%) Artificial Intelligence
10 10 (30.30%) Data Visualisation
11 9 (27.27%) Data Governance
11 9 (27.27%) Machine Learning
11 9 (27.27%) Data Analysis
11 9 (27.27%) Data Warehouse
11 9 (27.27%) .NET
11 9 (27.27%) Project Management
12 8 (24.24%) SOAP
12 8 (24.24%) Agile Software Development
12 8 (24.24%) Degree
12 8 (24.24%) Statistics
12 8 (24.24%) REST
12 8 (24.24%) Data Lake
13 7 (21.21%) Requirements Gathering
13 7 (21.21%) Azure Synapse Analytics

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 3 (9.09%) Apache Spark
2 1 (3.03%) Apache Solr
2 1 (3.03%) Elasticsearch
2 1 (3.03%) JBoss
Applications
1 5 (15.15%) Microsoft Excel
2 1 (3.03%) Weka
Cloud Services
1 16 (48.48%) Azure
2 7 (21.21%) Azure Synapse Analytics
3 5 (15.15%) AWS
3 5 (15.15%) Power Platform
4 3 (9.09%) Azure Data Factory
4 3 (9.09%) Serverless
5 2 (6.06%) Snowflake
6 1 (3.03%) Amazon SageMaker
6 1 (3.03%) Collibra
6 1 (3.03%) SaaS
Communications & Networking
1 1 (3.03%) Wireless
Database & Business Intelligence
1 9 (27.27%) Data Warehouse
2 8 (24.24%) Data Lake
3 5 (15.15%) Power BI
4 4 (12.12%) Azure SQL Database
4 4 (12.12%) Metadata
4 4 (12.12%) SQL Server
5 3 (9.09%) Big Data
6 2 (6.06%) Amazon Redshift
6 2 (6.06%) Apache Hive
6 2 (6.06%) MongoDB
6 2 (6.06%) MySQL
6 2 (6.06%) Qlik Sense
6 2 (6.06%) Redshift Spectrum
7 1 (3.03%) Apache Cassandra
7 1 (3.03%) BusinessObjects
7 1 (3.03%) Data Vault
7 1 (3.03%) Electronic Patient Records
7 1 (3.03%) NoSQL
7 1 (3.03%) Spark SQL
7 1 (3.03%) SQL Server Integration Services
Development Applications
1 1 (3.03%) ERwin
General
1 14 (42.42%) Law
2 12 (36.36%) Analytical Skills
3 11 (33.33%) Inclusion and Diversity
4 7 (21.21%) Presentation Skills
5 3 (9.09%) Advertising
6 2 (6.06%) Retail
6 2 (6.06%) Social Skills
7 1 (3.03%) Electronics
7 1 (3.03%) Finance
7 1 (3.03%) Marketing
7 1 (3.03%) Pharmaceutical
Job Titles
1 13 (39.39%) Architect
1 13 (39.39%) Data Architect
2 7 (21.21%) Analyst
3 6 (18.18%) Data Analyst
4 5 (15.15%) Data Science Director
4 5 (15.15%) Junior
4 5 (15.15%) Junior Analyst
4 5 (15.15%) Junior Data Analyst
5 4 (12.12%) Data Engineer
6 3 (9.09%) Azure Architect
6 3 (9.09%) ETL Architect
7 1 (3.03%) Associate Director
7 1 (3.03%) Business Development Analyst
7 1 (3.03%) Business Intelligence Analyst
7 1 (3.03%) Data Science Expert
7 1 (3.03%) Data Scientist
7 1 (3.03%) Development Analyst
Libraries, Frameworks & Software Standards
1 9 (27.27%) .NET
2 8 (24.24%) REST
2 8 (24.24%) SOAP
3 7 (21.21%) UDDI
3 7 (21.21%) Web Services
3 7 (21.21%) WSDL
3 7 (21.21%) XML
4 2 (6.06%) Node.js
5 1 (3.03%) Hibernate
5 1 (3.03%) Kafka
5 1 (3.03%) NumPy
5 1 (3.03%) PySpark
5 1 (3.03%) Spring
5 1 (3.03%) Spring MVC
5 1 (3.03%) TensorFlow
Miscellaneous
1 11 (33.33%) Life Science
2 7 (21.21%) Algorithms
3 5 (15.15%) Management Information System
4 4 (12.12%) Data Structures
5 1 (3.03%) User Experience
5 1 (3.03%) Virtual Team
Processes & Methodologies
1 18 (54.55%) Data Science
2 17 (51.52%) Data Modelling
3 13 (39.39%) Data Management
4 12 (36.36%) Visualisation
5 11 (33.33%) Analytics
6 10 (30.30%) Artificial Intelligence
6 10 (30.30%) Data Visualisation
7 9 (27.27%) Data Analysis
7 9 (27.27%) Data Governance
7 9 (27.27%) Machine Learning
7 9 (27.27%) Project Management
8 8 (24.24%) Agile Software Development
8 8 (24.24%) Statistics
9 7 (21.21%) Computer Science
9 7 (21.21%) Data Security
9 7 (21.21%) Enterprise Data Management
9 7 (21.21%) Mathematics
9 7 (21.21%) Requirements Gathering
10 6 (18.18%) Data Analytics
10 6 (18.18%) Problem-Solving
Programming Languages
1 19 (57.58%) SQL
2 11 (33.33%) Java
2 11 (33.33%) Python
3 3 (9.09%) R
3 3 (9.09%) Scala
4 2 (6.06%) C#
4 2 (6.06%) Go
4 2 (6.06%) JavaScript
4 2 (6.06%) TypeScript
5 1 (3.03%) Cypher
5 1 (3.03%) MATLAB
5 1 (3.03%) SPARQL
Qualifications
1 8 (24.24%) Degree
2 7 (21.21%) Microsoft Certification
3 6 (18.18%) Master's Degree
4 5 (15.15%) PhD
5 1 (3.03%) Computer Science Degree
5 1 (3.03%) Numerate Degree
Quality Assurance & Compliance
1 6 (18.18%) Data Quality
System Software
1 1 (3.03%) Docker
Systems Management
1 1 (3.03%) Mesos
Vendors
1 20 (60.61%) Microsoft
2 1 (3.03%) Databricks
2 1 (3.03%) IBM
2 1 (3.03%) Oracle
2 1 (3.03%) Salesforce.com
2 1 (3.03%) Talend