Data Lake Jobs in the North of England

Data Lakes
England > North of England

The following table provides summary statistics for permanent job vacancies advertised in the North of England 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 14 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
14 May 2024
Same period 2023 Same period 2022
Rank 269 277 234
Rank change year-on-year +8 -43 +12
Permanent jobs citing Data Lake 129 160 251
As % of all permanent jobs advertised in the North of England 0.74% 0.93% 1.38%
As % of the Database & Business Intelligence category 4.17% 4.56% 6.50%
Number of salaries quoted 107 85 133
10th Percentile £35,000 £39,544 £43,750
25th Percentile £42,500 £50,000 £51,250
Median annual salary (50th Percentile) £55,000 £57,500 £62,500
Median % change year-on-year -4.35% -8.00% +4.17%
75th Percentile £80,000 £77,715 £77,500
90th Percentile £100,064 £86,000 £100,000
England median annual salary £86,250 £80,000 £70,000
% change year-on-year +7.81% +14.29% -

All Database and Business Intelligence Skills
North of England

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

Permanent vacancies with a requirement for database or business intelligence skills 3,096 3,510 3,862
As % of all permanent jobs advertised in the North of England 17.70% 20.50% 21.25%
Number of salaries quoted 2,304 1,796 2,524
10th Percentile £31,250 £34,861 £32,500
25th Percentile £40,000 £41,170 £39,000
Median annual salary (50th Percentile) £50,000 £54,882 £50,000
Median % change year-on-year -8.90% +9.76% +5.26%
75th Percentile £65,603 £70,000 £65,000
90th Percentile £82,938 £80,000 £77,500
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 14 May 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 14 May 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 -3 72 £45,000 -19.72% 14
Yorkshire +64 41 £70,000 +7.69% 5
North East -6 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 9 (6.98%) Apache Spark
2 8 (6.20%) Confluence
3 7 (5.43%) Apache
4 1 (0.78%) Apache Airflow
4 1 (0.78%) Apache Synapse
Business Applications
1 9 (6.98%) Dynamics CRM
Cloud Services
1 108 (83.72%) Azure
2 47 (36.43%) AWS
3 41 (31.78%) Power Platform
4 34 (26.36%) GCP
5 32 (24.81%) Azure Data Factory
6 27 (20.93%) Azure Cosmos DB
7 23 (17.83%) Snowflake
8 21 (16.28%) Azure Synapse Analytics
9 18 (13.95%) Matillion
10 17 (13.18%) Dynamics 365
11 11 (8.53%) IaaS
11 11 (8.53%) PaaS
11 11 (8.53%) PowerApps
11 11 (8.53%) SaaS
12 8 (6.20%) Cloud Computing
12 8 (6.20%) Slack
13 7 (5.43%) Power Automate
13 7 (5.43%) Serverless
14 6 (4.65%) Azure DevOps
15 4 (3.10%) AWS Lambda
Database & Business Intelligence
1 99 (76.74%) Data Warehouse
2 42 (32.56%) SQL Server
3 39 (30.23%) Power BI
4 21 (16.28%) NoSQL
5 18 (13.95%) Elasticsearch
5 18 (13.95%) Star Schema
5 18 (13.95%) Tableau
6 15 (11.63%) Azure SQL Data Warehouse
7 10 (7.75%) Amazon Redshift
7 10 (7.75%) BigQuery
8 9 (6.98%) Power Query
9 8 (6.20%) Big Data
10 7 (5.43%) Azure SQL Database
11 4 (3.10%) Data Vault
12 3 (2.33%) Hadoop
12 3 (2.33%) Looker
12 3 (2.33%) PostgreSQL
12 3 (2.33%) Qlik Sense
12 3 (2.33%) Relational Database
12 3 (2.33%) Semantic Layer
Development Applications
1 26 (20.16%) GitLab
2 9 (6.98%) Selenium
3 8 (6.20%) CircleCI
3 8 (6.20%) Cucumber
3 8 (6.20%) Git
3 8 (6.20%) Jenkins
3 8 (6.20%) JIRA
3 8 (6.20%) JUnit
4 4 (3.10%) Visual Studio
5 1 (0.78%) SQL Server Management Studio (SSMS)
General
1 43 (33.33%) Finance
2 37 (28.68%) Social Skills
3 21 (16.28%) Analytical Skills
4 19 (14.73%) Banking
5 13 (10.08%) Marketing
6 12 (9.30%) Presentation Skills
7 10 (7.75%) Law
8 9 (6.98%) Public Sector
9 7 (5.43%) Retail
10 4 (3.10%) Aerospace
11 3 (2.33%) Telecoms
12 2 (1.55%) Back Office
12 2 (1.55%) Electronics
12 2 (1.55%) Manufacturing
12 2 (1.55%) Tech for Good
13 1 (0.78%) Documentation Skills
13 1 (0.78%) General Ledger
13 1 (0.78%) Influencing Skills
13 1 (0.78%) Legal
Job Titles
1 66 (51.16%) Data Engineer
2 24 (18.60%) Senior
3 19 (14.73%) Developer
3 19 (14.73%) Lead
4 18 (13.95%) Architect
5 15 (11.63%) Consultant
6 14 (10.85%) Data Consultant
7 12 (9.30%) Senior Consultant
7 12 (9.30%) Senior Technology Consultant
7 12 (9.30%) Technology Consultant
8 11 (8.53%) Enterprise Architect
8 11 (8.53%) Senior Data Engineer
9 9 (6.98%) Azure Data Engineer
9 9 (6.98%) Azure Engineer
9 9 (6.98%) Lead Data Engineer
9 9 (6.98%) SQL Developer
10 7 (5.43%) Automation Developer
11 4 (3.10%) Junior Architect
11 4 (3.10%) Junior Technical Architect
11 4 (3.10%) Technical Architect
Libraries, Frameworks & Software Standards
1 11 (8.53%) OpenID
1 11 (8.53%) RESTful
2 6 (4.65%) PySpark
3 2 (1.55%) ActiveMQ
3 2 (1.55%) Pandas
4 1 (0.78%) .NET
4 1 (0.78%) .NET Core
4 1 (0.78%) .NET Framework
4 1 (0.78%) Apache Beam
4 1 (0.78%) ASP.NET
4 1 (0.78%) CSS
4 1 (0.78%) Entity Framework
4 1 (0.78%) JSON
4 1 (0.78%) Kafka
4 1 (0.78%) SignalR
4 1 (0.78%) XML
Miscellaneous
1 19 (14.73%) Self-Motivation
2 18 (13.95%) Data Structures
3 11 (8.53%) Blockchain
3 11 (8.53%) Mainframe
4 8 (6.20%) Mobile App
5 7 (5.43%) Product Ownership
6 6 (4.65%) Cloud Native
7 4 (3.10%) Algorithms
7 4 (3.10%) Legacy Applications
8 3 (2.33%) IoT
8 3 (2.33%) Management Information System
9 2 (1.55%) Tandem
10 1 (0.78%) FMCG
Operating Systems
1 11 (8.53%) Unix
2 4 (3.10%) Linux
Processes & Methodologies
1 62 (48.06%) ETL
2 57 (44.19%) Data Engineering
3 50 (38.76%) Analytics
4 47 (36.43%) Data Pipeline
5 46 (35.66%) Artificial Intelligence
6 45 (34.88%) Agile
6 45 (34.88%) Business Intelligence
7 43 (33.33%) Roadmaps
8 41 (31.78%) Machine Learning
9 37 (28.68%) Data Modelling
10 32 (24.81%) CI/CD
11 30 (23.26%) Data Analytics
12 29 (22.48%) Data Architecture
12 29 (22.48%) Problem-Solving
13 28 (21.71%) Data Integration
14 24 (18.60%) Data Science
15 23 (17.83%) Strategic Roadmap
16 22 (17.05%) Data Management
17 21 (16.28%) Data Transformation
18 19 (14.73%) Microservices
Programming Languages
1 71 (55.04%) SQL
2 41 (31.78%) Python
3 13 (10.08%) T-SQL
4 5 (3.88%) C#
5 3 (2.33%) PowerShell
6 2 (1.55%) Java
7 1 (0.78%) R
7 1 (0.78%) Scala
Qualifications
1 18 (13.95%) Azure Certification
2 12 (9.30%) AWS Certification
3 6 (4.65%) Microsoft Certification
4 5 (3.88%) DBS Check
5 4 (3.10%) Degree
6 1 (0.78%) Computer Science Degree
Quality Assurance & Compliance
1 32 (24.81%) Data Quality
2 9 (6.98%) GDPR
3 8 (6.20%) PSD2
4 1 (0.78%) California Consumer Privacy Act
4 1 (0.78%) GMP
4 1 (0.78%) ISO/IEC 27001
Systems Management
1 2 (1.55%) Terraform
Vendors
1 40 (31.01%) Microsoft
2 15 (11.63%) Google
3 14 (10.85%) Databricks
4 8 (6.20%) Duck Creek
5 2 (1.55%) Alteryx
5 2 (1.55%) Informatica
5 2 (1.55%) SAP