Period
to 27 November 2021

The following table provides summary statistics for permanent job vacancies advertised in the North East with a requirement for Data Lake skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Lake over the 6 months to 27 November 2021 with a comparison to the same period in the previous 2 years.

Data Lakes
England > North East
6 months to
27 Nov 2021
Same period 2020 Same period 2019
Rank 98 72 82
Rank change year-on-year -26 +10 -
Permanent jobs citing Data Lake 7 5 13
As % of all permanent jobs advertised in the North East 0.55% 0.65% 1.14%
As % of the Database & Business Intelligence category 2.01% 3.18% 4.87%
Number of salaries quoted 5 4 13
10th Percentile £56,000 £42,763 £37,560
25th Percentile £57,500 £43,156 £40,721
Median annual salary (50th Percentile) £70,000 £48,375 £42,943
Median % change year-on-year +44.70% +12.65% -
75th Percentile £82,500 £58,188 £45,412
90th Percentile " £61,675 £55,082
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

Data Lake 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 North East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North East
Permanent vacancies with a requirement for database or business intelligence skills 348 157 267
As % of all permanent IT jobs advertised in the North East 27.25% 20.31% 23.38%
Number of salaries quoted 278 139 216
10th Percentile £31,250 £31,250 £27,500
25th Percentile £34,063 £36,250 £33,750
Median annual salary (50th Percentile) £42,500 £45,000 £42,176
Median % change year-on-year -5.56% +6.70% +5.44%
75th Percentile £52,500 £52,500 £52,500
90th Percentile £65,000 £57,600 £60,000
England median annual salary £60,000 £55,000 £52,500
% change year-on-year +9.09% +4.76% -

Data Lake
Job Vacancy Trend in the North East

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

Job vacancy trend for Data Lake in the North East

Data Lake
Salary Trend in the North East

3-month moving average salary quoted in jobs citing Data Lake in the North East.

Salary trend for Data Lake in the North East

Data Lake
Job Locations in the North East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Lake within the North East region over the 6 months to 27 November 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
Tyne and Wear -20 7 £70,000 +22.27% 5
Data Lake
England

For the 6 months to 27 November 2021, IT jobs citing Data Lake 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 North East region with a requirement for Data Lake.

1 6 (85.71%) Python
2 5 (71.43%) Agile Software Development
2 5 (71.43%) Data Management
2 5 (71.43%) Azure
2 5 (71.43%) AWS
2 5 (71.43%) Amazon Athena
3 4 (57.14%) Azure Synapse Analytics
3 4 (57.14%) Data Pipeline
3 4 (57.14%) DataOps
3 4 (57.14%) Databricks
3 4 (57.14%) GCP
3 4 (57.14%) Data Engineering
3 4 (57.14%) Kafka
3 4 (57.14%) Dependency Management
3 4 (57.14%) Software Engineering
3 4 (57.14%) YAML
3 4 (57.14%) Unit Testing
4 3 (42.86%) Data Warehouse
4 3 (42.86%) ETL
5 2 (28.57%) Business Intelligence
5 2 (28.57%) Social Skills
6 1 (14.29%) Metadata
6 1 (14.29%) Data Science
6 1 (14.29%) Police
6 1 (14.29%) AWS Step Functions
6 1 (14.29%) AWS CodeCommit
6 1 (14.29%) Microsoft
6 1 (14.29%) Informatica
6 1 (14.29%) Quality Management
6 1 (14.29%) Disaster Recovery

Data Lake
Co-occurring IT Skills in the North 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:

Cloud Services
1 5 (71.43%) AWS
1 5 (71.43%) Azure
2 4 (57.14%) Azure Synapse Analytics
2 4 (57.14%) GCP
3 1 (14.29%) Amazon CloudWatch
3 1 (14.29%) Amazon EC2
3 1 (14.29%) Amazon S3
3 1 (14.29%) AWS CloudTrail
3 1 (14.29%) AWS CodeCommit
3 1 (14.29%) AWS Lambda
3 1 (14.29%) AWS Step Functions
3 1 (14.29%) CloudFront
3 1 (14.29%) Serverless
Database & Business Intelligence
1 5 (71.43%) Amazon Athena
2 3 (42.86%) Data Warehouse
3 1 (14.29%) Amazon QuickSight
3 1 (14.29%) Amazon RDS
3 1 (14.29%) Amazon Redshift
3 1 (14.29%) Data Mining
3 1 (14.29%) Metadata
3 1 (14.29%) NoSQL
3 1 (14.29%) Oracle BI EE
3 1 (14.29%) Oracle ODI
3 1 (14.29%) SAP Data Services
3 1 (14.29%) SQL Server
3 1 (14.29%) SQL Server Analysis Services
3 1 (14.29%) SQL Server Integration Services
General
1 2 (28.57%) Social Skills
2 1 (14.29%) Police
Job Titles
1 5 (71.43%) Data Engineer
2 1 (14.29%) Analyst
2 1 (14.29%) Architect
2 1 (14.29%) Azure Architect
2 1 (14.29%) Business Intelligence Analyst
2 1 (14.29%) Business Intelligence Data Analyst
2 1 (14.29%) Data Analyst
2 1 (14.29%) Data Architect
2 1 (14.29%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 4 (57.14%) Kafka
1 4 (57.14%) YAML
2 1 (14.29%) JSON
Miscellaneous
1 1 (14.29%) Data Structures
1 1 (14.29%) Reference Data
1 1 (14.29%) Replication
1 1 (14.29%) Virtual Team
Processes & Methodologies
1 5 (71.43%) Agile Software Development
1 5 (71.43%) Data Management
2 4 (57.14%) Data Engineering
2 4 (57.14%) Data Pipeline
2 4 (57.14%) DataOps
2 4 (57.14%) Dependency Management
2 4 (57.14%) Software Engineering
2 4 (57.14%) Unit Testing
3 3 (42.86%) ETL
4 2 (28.57%) Business Intelligence
5 1 (14.29%) Data Analysis
5 1 (14.29%) Data Integration
5 1 (14.29%) DevOps
5 1 (14.29%) Disaster Recovery
5 1 (14.29%) ITIL
5 1 (14.29%) ITSM
5 1 (14.29%) Kanban
5 1 (14.29%) Quality Management
5 1 (14.29%) Regulatory Compliance
5 1 (14.29%) Scrum
Programming Languages
1 6 (85.71%) Python
2 1 (14.29%) PL/SQL
2 1 (14.29%) SQL
2 1 (14.29%) T-SQL
Qualifications
1 1 (14.29%) Degree
1 1 (14.29%) HND
Quality Assurance & Compliance
1 1 (14.29%) Data Quality
Vendors
1 4 (57.14%) Databricks
2 1 (14.29%) Birst
2 1 (14.29%) Informatica
2 1 (14.29%) Microsoft
2 1 (14.29%) Oracle
2 1 (14.29%) SAP
2 1 (14.29%) SnapLogic