Data Lake Jobs in the North of England

Data Lakes
England > North of England

The table below provides summary statistics for permanent job vacancies advertised in the North of England requiring Data Lake skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Lake over the 6 months leading up to 12 June 2024, comparing them to the same period in the previous two years.

6 months to
12 Jun 2024
Same period 2023 Same period 2022
Rank 283 245 232
Rank change year-on-year -38 -13 +24
Permanent jobs citing Data Lake 130 187 272
As % of all permanent jobs advertised in the North of England 0.65% 1.19% 1.44%
As % of the Database & Business Intelligence category 4.10% 5.83% 6.88%
Number of salaries quoted 102 98 129
10th Percentile £35,000 £39,544 £43,750
25th Percentile £42,500 £48,125 £51,250
Median annual salary (50th Percentile) £55,000 £58,750 £62,500
Median % change year-on-year -6.38% -6.00% +4.17%
75th Percentile £73,438 £77,125 £76,250
90th Percentile £83,625 £82,500 £96,000
England median annual salary £90,000 £80,000 £75,000
% change year-on-year +12.50% +6.67% +7.14%

All Database and Business Intelligence Skills
North of England

Data Lake falls under the Databases and Business Intelligence category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring database or business intelligence skills in the North of England.

Permanent vacancies with a requirement for database or business intelligence skills 3,174 3,209 3,954
As % of all permanent jobs advertised in the North of England 15.81% 20.42% 20.90%
Number of salaries quoted 2,263 1,759 2,436
10th Percentile £31,663 £35,000 £32,500
25th Percentile £40,000 £41,250 £40,000
Median annual salary (50th Percentile) £50,000 £53,000 £50,000
Median % change year-on-year -5.66% +6.00% +5.26%
75th Percentile £65,603 £70,000 £65,000
90th Percentile £80,000 £80,000 £78,250
England median annual salary £57,500 £65,000 £60,000
% change year-on-year -11.54% +8.33% +9.09%

Data Lake
Job Vacancy Trend in the North of England

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

Job vacancy trend for Data Lake in the North of England

Data Lake
Salary Trend in the North of England

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

Salary trend for Data Lake in the North of England

Data Lake
Salary Histogram in the North of England

Salary distribution for jobs citing Data Lake in the North of England over the 6 months to 12 June 2024.

Salary histogram for Data Lake in the North of England

Data Lake
Job Locations in the North of England

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 of England region over the 6 months to 12 June 2024. 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
North West -35 82 £47,500 -13.64% 29
Yorkshire +23 32 £56,250 -15.93% 7
North East -19 16 £75,000 +36.36% 2
Data Lake
England

Data Lake
Co-occurring Skills and Capabilities in the North of England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 15 (11.54%) Apache Spark
2 11 (8.46%) Confluence
3 8 (6.15%) Apache
4 1 (0.77%) Apache Airflow
Business Applications
1 12 (9.23%) Dynamics CRM
Cloud Services
1 103 (79.23%) Azure
2 48 (36.92%) Power Platform
3 38 (29.23%) AWS
3 38 (29.23%) Azure Data Factory
4 27 (20.77%) Azure Cosmos DB
5 26 (20.00%) GCP
6 23 (17.69%) Snowflake
7 21 (16.15%) Azure Synapse Analytics
8 19 (14.62%) Dynamics 365
9 18 (13.85%) Matillion
10 12 (9.23%) PowerApps
11 10 (7.69%) Azure DevOps
12 7 (5.38%) Cloud Computing
12 7 (5.38%) Power Automate
12 7 (5.38%) Slack
13 6 (4.62%) Serverless
14 5 (3.85%) GitHub
15 4 (3.08%) Amazon S3
15 4 (3.08%) AWS Lambda
16 2 (1.54%) Amazon Kinesis
Database & Business Intelligence
1 88 (67.69%) Data Warehouse
2 46 (35.38%) Power BI
3 44 (33.85%) SQL Server
4 20 (15.38%) Elasticsearch
5 18 (13.85%) Star Schema
6 17 (13.08%) Tableau
7 15 (11.54%) Azure SQL Data Warehouse
8 13 (10.00%) NoSQL
9 12 (9.23%) Azure SQL Database
10 11 (8.46%) BigQuery
11 10 (7.69%) Amazon Redshift
11 10 (7.69%) Power Query
12 9 (6.92%) Big Data
13 5 (3.85%) PostgreSQL
14 4 (3.08%) Data Mining
14 4 (3.08%) Metadata
14 4 (3.08%) MySQL
14 4 (3.08%) Semantic Layer
14 4 (3.08%) SQL Server Integration Services
15 3 (2.31%) Data Vault
Development Applications
1 25 (19.23%) GitLab
2 11 (8.46%) JIRA
3 9 (6.92%) Git
4 8 (6.15%) Selenium
5 7 (5.38%) CircleCI
5 7 (5.38%) Cucumber
5 7 (5.38%) Jenkins
5 7 (5.38%) JUnit
6 3 (2.31%) Octopus Deploy
6 3 (2.31%) TeamCity
7 2 (1.54%) Gatling
8 1 (0.77%) SQL Server Management Studio (SSMS)
8 1 (0.77%) Visual Studio
General
1 40 (30.77%) Social Skills
2 34 (26.15%) Finance
3 19 (14.62%) Analytical Skills
4 13 (10.00%) Marketing
5 12 (9.23%) Presentation Skills
6 11 (8.46%) Law
7 7 (5.38%) Banking
7 7 (5.38%) Retail
8 6 (4.62%) Public Sector
9 4 (3.08%) Aerospace
9 4 (3.08%) Electronics
10 3 (2.31%) Telecoms
11 2 (1.54%) Back Office
11 2 (1.54%) Billing
11 2 (1.54%) Manufacturing
11 2 (1.54%) Tech for Good
12 1 (0.77%) Documentation Skills
12 1 (0.77%) Influencing Skills
12 1 (0.77%) Legal
Job Titles
1 74 (56.92%) Data Engineer
2 28 (21.54%) Senior
3 20 (15.38%) Developer
3 20 (15.38%) Lead
4 15 (11.54%) Senior Data Engineer
5 14 (10.77%) Consultant
5 14 (10.77%) Data Consultant
6 12 (9.23%) Senior Consultant
6 12 (9.23%) Senior Technology Consultant
6 12 (9.23%) Technology Consultant
7 11 (8.46%) Azure Data Engineer
7 11 (8.46%) Azure Engineer
7 11 (8.46%) Lead Data Engineer
8 9 (6.92%) SQL Developer
9 7 (5.38%) Architect
9 7 (5.38%) Automation Developer
10 4 (3.08%) Junior
10 4 (3.08%) Junior Architect
10 4 (3.08%) Principal Engineer
10 4 (3.08%) Technical Architect
Libraries, Frameworks & Software Standards
1 11 (8.46%) PySpark
2 10 (7.69%) RESTful
3 4 (3.08%) .NET
4 2 (1.54%) ActiveMQ
4 2 (1.54%) GraphQL
4 2 (1.54%) Lambda Expressions
4 2 (1.54%) Pandas
4 2 (1.54%) REST
4 2 (1.54%) Web Services
5 1 (0.77%) .NET Core
5 1 (0.77%) .NET Framework
5 1 (0.77%) ASP.NET
5 1 (0.77%) CSS
5 1 (0.77%) Entity Framework
5 1 (0.77%) SignalR
Miscellaneous
1 22 (16.92%) Data Structures
2 20 (15.38%) Self-Motivation
3 7 (5.38%) Mobile App
3 7 (5.38%) Product Ownership
4 6 (4.62%) Cloud Native
5 4 (3.08%) Algorithms
5 4 (3.08%) Legacy Applications
6 3 (2.31%) IoT
6 3 (2.31%) Management Information System
7 2 (1.54%) Blog
7 2 (1.54%) Media Streaming
7 2 (1.54%) Tandem
8 1 (0.77%) FMCG
8 1 (0.77%) PropTech
Operating Systems
1 4 (3.08%) Linux
Processes & Methodologies
1 64 (49.23%) Data Engineering
1 64 (49.23%) ETL
2 59 (45.38%) Analytics
3 54 (41.54%) Data Pipeline
4 52 (40.00%) Business Intelligence
5 40 (30.77%) Data Modelling
6 39 (30.00%) Artificial Intelligence
7 38 (29.23%) Agile
8 37 (28.46%) CI/CD
9 35 (26.92%) Roadmaps
10 34 (26.15%) Machine Learning
11 30 (23.08%) Data Analytics
12 28 (21.54%) Data Architecture
12 28 (21.54%) Data Integration
12 28 (21.54%) Problem-Solving
13 25 (19.23%) Data Transformation
14 23 (17.69%) Data Management
14 23 (17.69%) Data Science
15 22 (16.92%) DevOps
16 19 (14.62%) Mentoring
Programming Languages
1 79 (60.77%) SQL
2 49 (37.69%) Python
3 15 (11.54%) T-SQL
4 7 (5.38%) Java
5 6 (4.62%) Scala
6 3 (2.31%) C#
7 2 (1.54%) Kotlin
7 2 (1.54%) PowerShell
8 1 (0.77%) Data Analysis Expressions
8 1 (0.77%) R
Qualifications
1 17 (13.08%) Azure Certification
2 12 (9.23%) AWS Certification
3 8 (6.15%) DBS Check
4 6 (4.62%) Degree
5 5 (3.85%) Microsoft Certification
6 3 (2.31%) Computer Science Degree
Quality Assurance & Compliance
1 40 (30.77%) Data Quality
2 8 (6.15%) GDPR
3 7 (5.38%) PSD2
4 1 (0.77%) California Consumer Privacy Act
4 1 (0.77%) ISO/IEC 27001
Systems Management
1 4 (3.08%) Terraform
Vendors
1 41 (31.54%) Microsoft
2 21 (16.15%) Databricks
3 17 (13.08%) Google
4 7 (5.38%) Duck Creek
5 6 (4.62%) Informatica
6 2 (1.54%) Alteryx
6 2 (1.54%) SAP