Data Lake Job Trends in Halifax

Data Lakes
West Yorkshire > Halifax

The table below provides summary statistics and salary benchmarking for jobs advertised in Halifax requiring Data Lake skills. It covers permanent job vacancies from the 6 months leading up to 26 February 2026, with comparisons to the same periods in the previous two years.

6 months to
26 Feb 2026
Same period 2025 Same period 2024
Rank 4 22 32
Rank change year-on-year +18 +10 +46
Permanent jobs citing Data Lake 1 7 9
As % of all permanent jobs in Halifax 6.25% 8.75% 5.73%
As % of the Database & Business Intelligence category 100.00% 29.17% 26.47%
Number of salaries quoted 1 6 9
10th Percentile - - £46,306
25th Percentile £52,500 £70,097 £75,208
Median annual salary (50th Percentile) £55,000 £71,991 £95,128
Median % change year-on-year -23.60% -24.32% +38.22%
75th Percentile £57,500 £73,886 £100,064
90th Percentile - - -
West Yorkshire median annual salary £65,000 £71,991 £88,585
% change year-on-year -9.71% -18.73% +27.56%

All Database & Business Intelligence Skills
Halifax

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 Halifax.

Permanent vacancies with a requirement for database or business intelligence skills 1 24 34
As % of all permanent jobs advertised in Halifax 6.25% 30.00% 21.66%
Number of salaries quoted 1 22 25
10th Percentile - £25,031 £50,979
25th Percentile £52,500 £31,264 £57,988
Median annual salary (50th Percentile) £55,000 £71,991 £79,632
Median % change year-on-year -23.60% -9.60% +14.67%
75th Percentile £57,500 £76,840 £96,539
90th Percentile - £93,778 £100,064
West Yorkshire median annual salary £62,500 £55,000 £55,000
% change year-on-year +13.64% - -

Data Lake
Job Vacancy Trend in Halifax

Historical trend showing the proportion of permanent IT job postings citing Data Lake relative to all permanent IT jobs advertised in Halifax.

Data Lake job vacancy trend in Halifax

Data Lake
Salary Trend in Halifax

Salary distribution trend for jobs in Halifax citing Data Lake.

Salary distribution trend for jobs in Halifax citing Data Lake

Data Lake
Co-Occurring Skills & Capabilities in Halifax by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Cloud Services
1 1 (100.00%) Azure
1 1 (100.00%) Azure Synapse Analytics
1 1 (100.00%) Power Platform
Database & Business Intelligence
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Enterprise Data Warehouse
1 1 (100.00%) Power BI
1 1 (100.00%) Star Schema
Job Titles
1 1 (100.00%) Data Engineer
1 1 (100.00%) Senior
1 1 (100.00%) Senior Data Engineer
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) CI/CD
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Governance
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Pipeline
1 1 (100.00%) Data-Driven Decision Making
1 1 (100.00%) DataOps
1 1 (100.00%) Decision-Making
1 1 (100.00%) DevOps
1 1 (100.00%) Dimensional Modelling
1 1 (100.00%) Mentoring
1 1 (100.00%) Technical Leadership
Programming Languages
1 1 (100.00%) SQL
Vendors
1 1 (100.00%) Databricks
1 1 (100.00%) Microsoft