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 11 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
11 May 2024
Same period 2023 Same period 2022
Rank 221 221 199
Rank change year-on-year 0 -22 +4
Permanent jobs citing Data Lake 70 75 129
As % of all permanent jobs advertised in the North West 0.71% 0.96% 1.38%
As % of the Database & Business Intelligence category 3.90% 5.11% 6.21%
Number of salaries quoted 57 36 63
10th Percentile - £39,544 £41,750
25th Percentile £35,000 £46,537 £45,625
Median annual salary (50th Percentile) £45,000 £58,553 £59,732
Median % change year-on-year -23.15% -1.97% -8.81%
75th Percentile £60,000 £74,063 £71,250
90th Percentile £77,500 £87,500 £102,250
England median annual salary £85,000 £80,000 £70,000
% change year-on-year +6.25% +14.29% -

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 1,796 1,467 2,077
As % of all permanent jobs advertised in the North West 18.22% 18.74% 22.23%
Number of salaries quoted 1,276 879 1,242
10th Percentile £33,609 £33,750 £33,763
25th Percentile £40,000 £42,500 £41,250
Median annual salary (50th Percentile) £51,000 £54,882 £52,640
Median % change year-on-year -7.07% +4.26% +5.28%
75th Percentile £67,500 £69,375 £66,250
90th Percentile £83,759 £80,000 £80,000
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 11 May 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 11 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
Manchester +12 46 £52,500 -19.23% 8
Merseyside +4 10 £40,000 -44.83%
Cheshire +3 10 £35,000 -30.00% 3
Lancashire -12 4 £42,500 -19.05%
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 7 (10.00%) Apache Spark
2 5 (7.14%) Apache
3 1 (1.43%) Apache Airflow
3 1 (1.43%) Apache Synapse
Cloud Services
1 52 (74.29%) Azure
2 24 (34.29%) Azure Cosmos DB
3 22 (31.43%) Power Platform
4 21 (30.00%) AWS
5 18 (25.71%) Azure Data Factory
5 18 (25.71%) Snowflake
6 15 (21.43%) Matillion
7 12 (17.14%) Azure Synapse Analytics
7 12 (17.14%) GCP
8 5 (7.14%) Azure DevOps
8 5 (7.14%) IaaS
8 5 (7.14%) PaaS
8 5 (7.14%) SaaS
8 5 (7.14%) Serverless
9 2 (2.86%) Amazon S3
9 2 (2.86%) AWS Lambda
10 1 (1.43%) Azure Cognitive Search
10 1 (1.43%) Azure Functions
10 1 (1.43%) dbt
10 1 (1.43%) GitHub Actions
Database & Business Intelligence
1 61 (87.14%) Data Warehouse
2 35 (50.00%) SQL Server
3 22 (31.43%) Power BI
4 16 (22.86%) Tableau
5 15 (21.43%) Elasticsearch
5 15 (21.43%) Star Schema
6 9 (12.86%) Azure SQL Data Warehouse
7 8 (11.43%) Amazon Redshift
8 7 (10.00%) NoSQL
9 5 (7.14%) Big Data
10 4 (5.71%) Azure SQL Database
10 4 (5.71%) BigQuery
11 3 (4.29%) Hadoop
11 3 (4.29%) Looker
11 3 (4.29%) PostgreSQL
11 3 (4.29%) Qlik Sense
11 3 (4.29%) Relational Database
11 3 (4.29%) Semantic Layer
12 2 (2.86%) Data Mart
12 2 (2.86%) MySQL
Development Applications
1 15 (21.43%) GitLab
2 4 (5.71%) Visual Studio
3 1 (1.43%) SQL Server Management Studio (SSMS)
General
1 18 (25.71%) Finance
2 16 (22.86%) Analytical Skills
3 14 (20.00%) Social Skills
4 6 (8.57%) Presentation Skills
4 6 (8.57%) Public Sector
5 5 (7.14%) Banking
6 3 (4.29%) Marketing
6 3 (4.29%) Telecoms
7 2 (2.86%) Aerospace
7 2 (2.86%) Back Office
7 2 (2.86%) Electronics
7 2 (2.86%) Manufacturing
8 1 (1.43%) Influencing Skills
8 1 (1.43%) Legal
Job Titles
1 44 (62.86%) Data Engineer
2 16 (22.86%) Senior
3 9 (12.86%) Architect
3 9 (12.86%) Developer
3 9 (12.86%) Senior Data Engineer
3 9 (12.86%) SQL Developer
4 8 (11.43%) Consultant
4 8 (11.43%) Data Consultant
5 6 (8.57%) Senior Consultant
5 6 (8.57%) Senior Technology Consultant
5 6 (8.57%) Technology Consultant
6 5 (7.14%) Azure Data Engineer
6 5 (7.14%) Azure Engineer
6 5 (7.14%) Enterprise Architect
7 2 (2.86%) Azure Consultant
7 2 (2.86%) Azure Developer
7 2 (2.86%) Lead
7 2 (2.86%) Lead Data Engineer
7 2 (2.86%) SQL BI Developer
7 2 (2.86%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 6 (8.57%) PySpark
2 5 (7.14%) OpenID
3 3 (4.29%) RESTful
4 2 (2.86%) ActiveMQ
4 2 (2.86%) Pandas
5 1 (1.43%) Apache Beam
5 1 (1.43%) JSON
5 1 (1.43%) Kafka
5 1 (1.43%) XML
Miscellaneous
1 16 (22.86%) Self-Motivation
2 15 (21.43%) Data Structures
3 7 (10.00%) Product Ownership
4 5 (7.14%) Blockchain
4 5 (7.14%) Mainframe
5 4 (5.71%) Algorithms
5 4 (5.71%) Cloud Native
6 2 (2.86%) Legacy Applications
7 1 (1.43%) FMCG
Operating Systems
1 5 (7.14%) Unix
2 2 (2.86%) Linux
Processes & Methodologies
1 41 (58.57%) Data Engineering
2 38 (54.29%) ETL
3 36 (51.43%) Analytics
4 34 (48.57%) Data Pipeline
5 28 (40.00%) Machine Learning
6 27 (38.57%) Agile
6 27 (38.57%) Data Modelling
7 26 (37.14%) Artificial Intelligence
8 24 (34.29%) Data Analytics
9 21 (30.00%) CI/CD
10 20 (28.57%) Business Intelligence
11 18 (25.71%) Data Transformation
12 17 (24.29%) Data Science
12 17 (24.29%) Problem-Solving
13 16 (22.86%) Data Integration
14 13 (18.57%) Data Architecture
14 13 (18.57%) Decision-Making
14 13 (18.57%) Roadmaps
14 13 (18.57%) Visualisation
15 11 (15.71%) Strategic Roadmap
Programming Languages
1 46 (65.71%) SQL
2 26 (37.14%) Python
3 12 (17.14%) T-SQL
4 2 (2.86%) Java
5 1 (1.43%) C#
5 1 (1.43%) R
5 1 (1.43%) Scala
Qualifications
1 9 (12.86%) Azure Certification
2 6 (8.57%) AWS Certification
3 4 (5.71%) Degree
4 3 (4.29%) Microsoft Certification
5 1 (1.43%) Computer Science Degree
Quality Assurance & Compliance
1 23 (32.86%) Data Quality
2 1 (1.43%) GMP
Systems Management
1 2 (2.86%) Terraform
Vendors
1 9 (12.86%) Microsoft
2 6 (8.57%) Databricks
3 2 (2.86%) SAP
4 1 (1.43%) Google