Data Lake Jobs in the North West

Data Lakes
England > North West

The following table provides summary statistics for permanent job vacancies advertised in the North West 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 1 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 225 202 198
Rank change year-on-year -23 -4 +13
Permanent jobs citing Data Lake 73 92 146
As % of all permanent jobs advertised in the North West 0.68% 1.24% 1.52%
As % of the Database & Business Intelligence category 3.98% 6.47% 6.92%
Number of salaries quoted 57 39 70
10th Percentile - £39,544 £41,750
25th Percentile £35,000 £45,250 £45,625
Median annual salary (50th Percentile) £45,000 £55,000 £59,732
Median % change year-on-year -18.18% -7.92% -4.43%
75th Percentile £65,000 £71,875 £71,250
90th Percentile £74,250 £82,750 £101,375
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 West

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 West with a requirement for database or business intelligence skills.

Permanent vacancies with a requirement for database or business intelligence skills 1,835 1,422 2,111
As % of all permanent jobs advertised in the North West 17.20% 19.24% 21.94%
Number of salaries quoted 1,262 856 1,224
10th Percentile £33,061 £35,000 £33,171
25th Percentile £40,000 £42,500 £41,250
Median annual salary (50th Percentile) £51,000 £55,000 £52,500
Median % change year-on-year -7.27% +4.76% +8.57%
75th Percentile £66,250 £70,000 £66,250
90th Percentile £84,843 £80,000 £78,750
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 West

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

Job vacancy trend for Data Lake in the North West

Data Lake
Salary Trend in the North West

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

Salary trend for Data Lake in the North West

Data Lake
Salary Histogram in the North West

Salary distribution for jobs citing Data Lake in the North West over the 6 months to 1 June 2024.

Salary histogram for Data Lake in the North West

Data Lake
Job Locations in the North West

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 West region over the 6 months to 1 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
Manchester -4 47 £50,000 -20.00% 19
Merseyside +6 11 £40,000 -44.83% 3
Cheshire -7 10 £35,000 -30.00% 2
Lancashire -23 3 £68,000 +29.52% 6
Cumbria - 2 £55,000 - 1
Data Lake
England

Data Lake
Co-occurring Skills and Capabilities in the North West 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 (12.33%) Apache Spark
2 4 (5.48%) Apache
3 2 (2.74%) Confluence
Business Applications
1 3 (4.11%) Dynamics CRM
Cloud Services
1 53 (72.60%) Azure
2 27 (36.99%) Power Platform
3 24 (32.88%) Azure Cosmos DB
4 22 (30.14%) Azure Data Factory
5 20 (27.40%) AWS
6 18 (24.66%) Snowflake
7 15 (20.55%) Matillion
8 11 (15.07%) Azure Synapse Analytics
9 10 (13.70%) GCP
10 7 (9.59%) Azure DevOps
11 4 (5.48%) Serverless
12 3 (4.11%) GitHub
13 2 (2.74%) Amazon S3
13 2 (2.74%) AWS Lambda
14 1 (1.37%) Dynamics 365
14 1 (1.37%) GitHub Actions
14 1 (1.37%) IaaS
14 1 (1.37%) PaaS
14 1 (1.37%) PowerApps
14 1 (1.37%) SaaS
Database & Business Intelligence
1 58 (79.45%) Data Warehouse
2 38 (52.05%) SQL Server
3 27 (36.99%) Power BI
4 15 (20.55%) Elasticsearch
4 15 (20.55%) Star Schema
4 15 (20.55%) Tableau
5 11 (15.07%) Azure SQL Data Warehouse
6 8 (10.96%) Amazon Redshift
6 8 (10.96%) Azure SQL Database
7 5 (6.85%) NoSQL
8 4 (5.48%) Big Data
8 4 (5.48%) BigQuery
8 4 (5.48%) Semantic Layer
9 3 (4.11%) Data Mart
9 3 (4.11%) Hadoop
9 3 (4.11%) PostgreSQL
9 3 (4.11%) Qlik Sense
9 3 (4.11%) Relational Database
10 2 (2.74%) Microsoft Analysis Services
10 2 (2.74%) SQL Server Integration Services
Development Applications
1 15 (20.55%) GitLab
2 2 (2.74%) Git
2 2 (2.74%) JIRA
3 1 (1.37%) Octopus Deploy
3 1 (1.37%) SQL Server Management Studio (SSMS)
3 1 (1.37%) TeamCity
3 1 (1.37%) Visual Studio
General
1 18 (24.66%) Finance
2 16 (21.92%) Social Skills
3 14 (19.18%) Analytical Skills
4 8 (10.96%) Presentation Skills
5 3 (4.11%) Marketing
5 3 (4.11%) Public Sector
5 3 (4.11%) Telecoms
6 2 (2.74%) Aerospace
6 2 (2.74%) Back Office
6 2 (2.74%) Electronics
6 2 (2.74%) Manufacturing
7 1 (1.37%) Banking
7 1 (1.37%) Influencing Skills
7 1 (1.37%) Law
7 1 (1.37%) Legal
Job Titles
1 47 (64.38%) Data Engineer
2 20 (27.40%) Senior
3 11 (15.07%) Senior Data Engineer
4 10 (13.70%) Consultant
4 10 (13.70%) Data Consultant
4 10 (13.70%) Developer
5 9 (12.33%) SQL Developer
6 8 (10.96%) Senior Consultant
6 8 (10.96%) Senior Technology Consultant
6 8 (10.96%) Technology Consultant
7 6 (8.22%) Azure Data Engineer
7 6 (8.22%) Azure Engineer
8 5 (6.85%) Architect
9 4 (5.48%) Lead
9 4 (5.48%) Lead Data Engineer
10 2 (2.74%) Azure Consultant
10 2 (2.74%) Azure Developer
10 2 (2.74%) Principal Data Engineer
10 2 (2.74%) SQL BI Developer
10 2 (2.74%) SQL Server BI Developer
Libraries, Frameworks & Software Standards
1 9 (12.33%) PySpark
2 3 (4.11%) RESTful
3 2 (2.74%) ActiveMQ
3 2 (2.74%) Pandas
4 1 (1.37%) .NET
4 1 (1.37%) OpenID
Miscellaneous
1 17 (23.29%) Data Structures
2 16 (21.92%) Self-Motivation
3 7 (9.59%) Product Ownership
4 4 (5.48%) Algorithms
4 4 (5.48%) Cloud Native
5 2 (2.74%) Legacy Applications
6 1 (1.37%) Blockchain
6 1 (1.37%) FMCG
6 1 (1.37%) Mainframe
Operating Systems
1 2 (2.74%) Linux
2 1 (1.37%) Unix
Processes & Methodologies
1 43 (58.90%) Data Engineering
2 40 (54.79%) Analytics
3 37 (50.68%) Data Pipeline
3 37 (50.68%) ETL
4 29 (39.73%) Data Modelling
5 26 (35.62%) Artificial Intelligence
5 26 (35.62%) Machine Learning
6 24 (32.88%) Business Intelligence
6 24 (32.88%) CI/CD
6 24 (32.88%) Data Analytics
7 22 (30.14%) Agile
8 20 (27.40%) Data Transformation
9 17 (23.29%) Data Integration
9 17 (23.29%) Problem-Solving
10 16 (21.92%) Data Science
11 14 (19.18%) Data Architecture
12 13 (17.81%) Decision-Making
12 13 (17.81%) Roadmaps
12 13 (17.81%) Visualisation
13 11 (15.07%) Strategic Roadmap
Programming Languages
1 49 (67.12%) SQL
2 28 (38.36%) Python
3 14 (19.18%) T-SQL
4 3 (4.11%) Java
5 2 (2.74%) Scala
6 1 (1.37%) R
Qualifications
1 11 (15.07%) Azure Certification
2 8 (10.96%) AWS Certification
3 4 (5.48%) Degree
4 3 (4.11%) Microsoft Certification
5 2 (2.74%) DBS Check
6 1 (1.37%) Computer Science Degree
Quality Assurance & Compliance
1 28 (38.36%) Data Quality
Systems Management
1 2 (2.74%) Terraform
Vendors
1 12 (16.44%) Microsoft
2 9 (12.33%) Databricks
3 2 (2.74%) Google
3 2 (2.74%) Informatica
3 2 (2.74%) SAP