Period
to 30 July 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 30 July 2021 with a comparison to the same period in the previous 2 years.

Data Mining
England > East of England
6 months to
30 Jul 2021
Same period 2020 Same period 2019
Rank 194 169 265
Rank change year-on-year -25 +96 +38
Permanent jobs citing Data Mining 26 9 17
As % of all permanent jobs advertised in the East of England 0.55% 0.29% 0.23%
As % of the Database & Business Intelligence category 2.82% 1.15% 0.92%
Number of salaries quoted 8 8 15
10th Percentile £37,500 £31,750 £28,050
25th Percentile £38,625 £36,250 £30,125
Median annual salary (50th Percentile) £58,750 £51,250 £35,000
Median % change year-on-year +14.63% +46.43% -13.43%
75th Percentile £70,000 £65,000 £52,500
90th Percentile " £67,250 £68,750
England median annual salary £52,500 £57,500 £51,147
% change year-on-year -8.70% +12.42% -6.58%

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 922 781 1,845
As % of all permanent IT jobs advertised in the East of England 19.40% 25.27% 25.10%
Number of salaries quoted 581 650 1,526
10th Percentile £33,642 £31,175 £32,500
25th Percentile £42,500 £36,250 £37,500
Median annual salary (50th Percentile) £52,500 £45,629 £47,500
Median % change year-on-year +15.06% -3.94% -
75th Percentile £65,000 £60,000 £60,000
90th Percentile £78,750 £70,000 £68,750
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +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 30 July 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 30 July 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 -31 20 £40,000 -8.57% 2
Hertfordshire -16 5 £70,000 +7.69% 3
Data Mining
England

For the 6 months to 30 July 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 19 (73.08%) SQL
1 19 (73.08%) Data Science
2 15 (57.69%) Computer Science
3 14 (53.85%) Life Science
3 14 (53.85%) Data Modelling
3 14 (53.85%) Analytics
4 13 (50.00%) Analytical Skills
4 13 (50.00%) Degree
5 12 (46.15%) Visualisation
5 12 (46.15%) Python
5 12 (46.15%) Artificial Intelligence
5 12 (46.15%) Problem-Solving
6 10 (38.46%) Data Strategy
6 10 (38.46%) AWS
7 9 (34.62%) Tableau
7 9 (34.62%) Statistics
7 9 (34.62%) PhD
7 9 (34.62%) Finance
7 9 (34.62%) Algorithms
7 9 (34.62%) Machine Learning
8 8 (30.77%) Data Engineering
8 8 (30.77%) Law
8 8 (30.77%) Economics
8 8 (30.77%) Mathematics
9 7 (26.92%) Predictive Analytics
9 7 (26.92%) Google
9 7 (26.92%) Marketing
9 7 (26.92%) Data Visualisation
9 7 (26.92%) Manufacturing
9 7 (26.92%) Migration

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 (11.54%) Apache Spark
1 3 (11.54%) Jupyter
1 3 (11.54%) SAS
Applications
1 2 (7.69%) Microsoft Excel
Cloud Services
1 10 (38.46%) AWS
2 5 (19.23%) Power Platform
3 4 (15.38%) Azure
4 3 (11.54%) Amazon EMR
4 3 (11.54%) Amazon SageMaker
4 3 (11.54%) AWS Lambda
4 3 (11.54%) Serverless
4 3 (11.54%) Snowflake
Database & Business Intelligence
1 9 (34.62%) Tableau
2 7 (26.92%) Big Data
2 7 (26.92%) Electronic Patient Records
3 4 (15.38%) Metadata
3 4 (15.38%) NoSQL
4 3 (11.54%) Hadoop
4 3 (11.54%) Spotfire
5 2 (7.69%) Power BI
5 2 (7.69%) SQL Server
General
1 13 (50.00%) Analytical Skills
2 9 (34.62%) Finance
3 8 (30.77%) Law
4 7 (26.92%) Manufacturing
4 7 (26.92%) Marketing
5 4 (15.38%) Inclusion and Diversity
5 4 (15.38%) Pharmaceutical
6 2 (7.69%) Games
Job Titles
1 10 (38.46%) Architect
1 10 (38.46%) Data Architect
2 7 (26.92%) Data Scientist
2 7 (26.92%) Enterprise Architect
2 7 (26.92%) Enterprise Data Architect
3 4 (15.38%) Data Science Director
4 3 (11.54%) Analyst
4 3 (11.54%) Data Programmer
4 3 (11.54%) Programmer
5 2 (7.69%) Business Intelligence Analyst
5 2 (7.69%) Excel Analyst
5 2 (7.69%) Financial Analyst
5 2 (7.69%) Power BI Analyst
5 2 (7.69%) SQL Analyst
6 1 (3.85%) Data Analyst
6 1 (3.85%) Data Engineer
6 1 (3.85%) IT Analyst
Libraries, Frameworks & Software Standards
1 3 (11.54%) .NET
1 3 (11.54%) Kafka
1 3 (11.54%) NLTK
1 3 (11.54%) NumPy
1 3 (11.54%) Pandas
1 3 (11.54%) SciPy
1 3 (11.54%) Shiny
1 3 (11.54%) TensorFlow
Miscellaneous
1 14 (53.85%) Life Science
2 9 (34.62%) Algorithms
3 7 (26.92%) Legacy Systems
4 2 (7.69%) Pharmacovigilance
5 1 (3.85%) Management Information System
Processes & Methodologies
1 19 (73.08%) Data Science
2 15 (57.69%) Computer Science
3 14 (53.85%) Analytics
3 14 (53.85%) Data Modelling
4 12 (46.15%) Artificial Intelligence
4 12 (46.15%) Problem-Solving
4 12 (46.15%) Visualisation
5 10 (38.46%) Data Strategy
6 9 (34.62%) Machine Learning
6 9 (34.62%) Statistics
7 8 (30.77%) Data Engineering
7 8 (30.77%) Economics
7 8 (30.77%) Mathematics
8 7 (26.92%) Agile Software Development
8 7 (26.92%) Conceptual Models
8 7 (26.92%) Data Visualisation
8 7 (26.92%) Logical Data Model
8 7 (26.92%) Migration
8 7 (26.92%) Predictive Analytics
9 4 (15.38%) Data Analysis
Programming Languages
1 19 (73.08%) SQL
2 12 (46.15%) Python
3 5 (19.23%) R
4 3 (11.54%) MATLAB
5 2 (7.69%) JavaScript
Qualifications
1 13 (50.00%) Degree
2 9 (34.62%) PhD
3 7 (26.92%) Master's Degree
4 4 (15.38%) Microsoft Certification
5 3 (11.54%) Computer Science Degree
Quality Assurance & Compliance
1 1 (3.85%) QA
Vendors
1 7 (26.92%) Google
1 7 (26.92%) Microsoft
1 7 (26.92%) Oracle
2 3 (11.54%) SAP