Period
to 24 June 2018

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 24 June 2018 with a comparison to the same period in the previous 2 years.

Data Lakes
North West > Manchester
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 268 297 -
Rank change year-on-year +29 - -
Permanent jobs citing Data Lake 4 7 0
As % of all permanent IT jobs advertised in Manchester 0.056% 0.087% -
As % of the Database & Business Intelligence category 0.17% 0.25% -
Number of salaries quoted 3 7 0
Manchester median annual salary £46,000 £47,500 -
Median salary % change year-on-year -3.16% - -
North West median annual salary £48,000 £47,500 -
% change year-on-year +1.05% - -

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 Manchester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Manchester
Permanent vacancies with a requirement for database or business intelligence skills 2,409 2,756 2,156
As % of all permanent IT jobs advertised in Manchester 33.74% 34.10% 31.47%
Number of salaries quoted 2,093 2,362 1,899
Manchester median annual salary £43,750 £40,000 £40,000
Median salary % change year-on-year +9.38% - -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £62,500 £58,750
North West median annual salary £42,500 £40,000 £40,000
% change year-on-year +6.25% - -

Data Lake
Job Vacancy Trend in Manchester

Job postings citing Data Lake as a percentage of all IT jobs advertised in Manchester.

Job vacancy trend for Data Lake in Manchester

Data Lake
Salary Trend in Manchester

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Lake in Manchester.

Salary trend for Data Lake in Manchester

Data Lake
Salary Histogram in Manchester

The salary distribution of IT jobs citing Data Lake in Manchester over the 6 months to 24 June 2018.

Salary histogram for Data Lake in Manchester

For the 6 months to 24 June 2018, IT jobs citing Data Lake also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Manchester region with a requirement for Data Lake.

1 4 (100.00%) Business Intelligence
2 2 (50.00%) SQL
2 2 (50.00%) Oracle
2 2 (50.00%) SQL Server
2 2 (50.00%) Data Management
2 2 (50.00%) SQL Server Reporting Services
2 2 (50.00%) SQL Server Analysis Services
2 2 (50.00%) Analytics
2 2 (50.00%) SQL Server Integration Services
2 2 (50.00%) Data Warehouse
3 1 (25.00%) Data Modelling
3 1 (25.00%) ETL
3 1 (25.00%) MDX
3 1 (25.00%) Alteryx
3 1 (25.00%) ZAP BI
3 1 (25.00%) Power BI
3 1 (25.00%) SQL Server 2014
3 1 (25.00%) SQL Server 2016
3 1 (25.00%) Cosmos DB
3 1 (25.00%) Yellowfin
3 1 (25.00%) Azure Data Factory
3 1 (25.00%) Data Science
3 1 (25.00%) Data Development
3 1 (25.00%) Hadoop
3 1 (25.00%) Visualisation
3 1 (25.00%) Microsoft Azure
3 1 (25.00%) PaaS
3 1 (25.00%) Azure SQL Database
3 1 (25.00%) R
3 1 (25.00%) Tableau

Data Lake
Co-occurring IT Skills in Manchester by Category

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

Cloud Services
1 1 (25.00%) Azure Data Factory
1 1 (25.00%) Microsoft Azure
1 1 (25.00%) PaaS
Database & Business Intelligence
1 2 (50.00%) Data Warehouse
1 2 (50.00%) SQL Server
1 2 (50.00%) SQL Server Analysis Services
1 2 (50.00%) SQL Server Integration Services
1 2 (50.00%) SQL Server Reporting Services
2 1 (25.00%) Azure SQL Database
2 1 (25.00%) Big Data
2 1 (25.00%) Cosmos DB
2 1 (25.00%) Hadoop
2 1 (25.00%) PostgreSQL
2 1 (25.00%) Power BI
2 1 (25.00%) SQL Server 2012
2 1 (25.00%) SQL Server 2014
2 1 (25.00%) SQL Server 2016
2 1 (25.00%) Yellowfin
2 1 (25.00%) ZAP BI
General
1 1 (25.00%) Advertising
1 1 (25.00%) Finance
Job Titles
1 1 (25.00%) Analytics Consultant
1 1 (25.00%) Architect
1 1 (25.00%) Business Intelligence Developer
1 1 (25.00%) Business Intelligence Manager
1 1 (25.00%) Consultant
1 1 (25.00%) Data Analytics Consultant
1 1 (25.00%) Data Architect
1 1 (25.00%) Data Consultant
1 1 (25.00%) Developer
1 1 (25.00%) SQL BI Developer
1 1 (25.00%) SQL Developer
1 1 (25.00%) SQL Server BI Developer
1 1 (25.00%) SQL Server Developer
1 1 (25.00%) Tableau Developer
Libraries, Frameworks & Software Standards
1 1 (25.00%) MDX
Processes & Methodologies
1 4 (100.00%) Business Intelligence
2 2 (50.00%) Analytics
2 2 (50.00%) Data Management
3 1 (25.00%) Artificial Intelligence
3 1 (25.00%) Data Analysis
3 1 (25.00%) Data Development
3 1 (25.00%) Data Governance
3 1 (25.00%) Data Modelling
3 1 (25.00%) Data Science
3 1 (25.00%) ETL
3 1 (25.00%) Kimball Methodology
3 1 (25.00%) Machine Learning
3 1 (25.00%) Stakeholder Management
3 1 (25.00%) Visualisation
Programming Languages
1 2 (50.00%) SQL
2 1 (25.00%) Python
2 1 (25.00%) R
2 1 (25.00%) T-SQL
Vendors
1 2 (50.00%) Oracle
2 1 (25.00%) Alteryx
2 1 (25.00%) Cloudera
2 1 (25.00%) Microsoft
2 1 (25.00%) Tableau
2 1 (25.00%) Talend