Period
to 20 September 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 20 September 2018 with a comparison to the same period in the previous 2 years.

Data Lakes
North West > Manchester
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 268 291 -
Rank change year-on-year +23 - -
Permanent jobs citing Data Lake 12 9 0
As % of all permanent IT jobs advertised in Manchester 0.16% 0.11% -
As % of the Database & Business Intelligence category 0.53% 0.33% -
Number of salaries quoted 10 9 0
Manchester median annual salary £60,000 £47,500 -
Median salary % change year-on-year +26.32% - -
North West median annual salary £60,000 £47,500 £47,500
% change year-on-year +26.32% - -13.64%

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 2,283 2,766 2,376
As % of all permanent IT jobs advertised in Manchester 31.25% 34.13% 32.71%
Number of salaries quoted 2,024 2,392 2,110
Manchester median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,575 £27,500 £26,750
90th Percentile £67,500 £62,500 £60,000
North West median annual salary £43,500 £40,000 £40,000
% change year-on-year +8.75% - -

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 20 September 2018.

Salary histogram for Data Lake in Manchester

Data Lake
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Lake within the Manchester region over the 6 months to 20 September 2018. 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
Job
Vacancies
Stockport - 1 £45,000 - 1
Data Lake
North West

For the 6 months to 20 September 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 9 (75.00%) Business Intelligence
2 7 (58.33%) Analytics
3 6 (50.00%) Data Warehouse
3 6 (50.00%) ETL
3 6 (50.00%) Big Data
4 5 (41.67%) Artificial Intelligence
4 5 (41.67%) SQL Server
5 4 (33.33%) Oracle
5 4 (33.33%) Data Modelling
5 4 (33.33%) Microsoft Azure
6 3 (25.00%) Amazon AWS
6 3 (25.00%) Visualisation
6 3 (25.00%) SQL Server Integration Services
6 3 (25.00%) Microsoft
6 3 (25.00%) Customer Requirements
6 3 (25.00%) People Management
6 3 (25.00%) Business Analytics
7 2 (16.67%) Data Science
7 2 (16.67%) PostgreSQL
7 2 (16.67%) Automotive
7 2 (16.67%) Web Services
7 2 (16.67%) SQL
7 2 (16.67%) Continuous Integration
7 2 (16.67%) SQL Server Analysis Services
7 2 (16.67%) Data Management
7 2 (16.67%) SQL Server Reporting Services
7 2 (16.67%) Machine Learning
7 2 (16.67%) Tableau
8 1 (8.33%) Data Governance
8 1 (8.33%) HBase

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:

Application Platforms
1 1 (8.33%) Apache Spark
Cloud Services
1 4 (33.33%) Microsoft Azure
2 3 (25.00%) Amazon AWS
3 1 (8.33%) Azure Data Factory
3 1 (8.33%) Google Analytics
3 1 (8.33%) PaaS
Database & Business Intelligence
1 6 (50.00%) Big Data
1 6 (50.00%) Data Warehouse
2 5 (41.67%) SQL Server
3 3 (25.00%) SQL Server Integration Services
4 2 (16.67%) PostgreSQL
4 2 (16.67%) SQL Server Analysis Services
4 2 (16.67%) SQL Server Reporting Services
5 1 (8.33%) Amazon RDS
5 1 (8.33%) Apache Cassandra
5 1 (8.33%) Apache Hive
5 1 (8.33%) Azure SQL Database
5 1 (8.33%) Biml
5 1 (8.33%) Data Mining
5 1 (8.33%) DB2
5 1 (8.33%) Hadoop
5 1 (8.33%) HBase
5 1 (8.33%) NoSQL
5 1 (8.33%) Power BI
5 1 (8.33%) QlikView
5 1 (8.33%) Relational Database
General
1 2 (16.67%) Automotive
2 1 (8.33%) Advertising
2 1 (8.33%) Banking
2 1 (8.33%) Finance
2 1 (8.33%) Marketing
Job Titles
1 3 (25.00%) Business Intelligence Manager
1 3 (25.00%) Data Manager
2 2 (16.67%) Business Manager
2 2 (16.67%) Consultant
2 2 (16.67%) Developer
3 1 (8.33%) Architect
3 1 (8.33%) Big Data Engineer
3 1 (8.33%) Business Consultant
3 1 (8.33%) Business Developer
3 1 (8.33%) Business Intelligence Consultant
3 1 (8.33%) Business Intelligence Developer
3 1 (8.33%) Data Architect
3 1 (8.33%) Data Consultant
3 1 (8.33%) Database Developer
3 1 (8.33%) ETL Developer
3 1 (8.33%) Head of Development
3 1 (8.33%) Head of Software Development
3 1 (8.33%) Senior Business Consultant
3 1 (8.33%) Senior Business Intelligence Consultant
3 1 (8.33%) Senior Consultant
Libraries, Frameworks & Software Standards
1 2 (16.67%) Web Services
2 1 (8.33%) .NET
2 1 (8.33%) J2EE
2 1 (8.33%) Kafka
Processes & Methodologies
1 9 (75.00%) Business Intelligence
2 7 (58.33%) Analytics
3 6 (50.00%) ETL
4 5 (41.67%) Artificial Intelligence
5 4 (33.33%) Data Modelling
6 3 (25.00%) Business Analytics
6 3 (25.00%) Customer Requirements
6 3 (25.00%) People Management
6 3 (25.00%) Visualisation
7 2 (16.67%) Continuous Integration
7 2 (16.67%) Data Management
7 2 (16.67%) Data Science
7 2 (16.67%) Machine Learning
8 1 (8.33%) BDD
8 1 (8.33%) Data Analysis
8 1 (8.33%) Data Architecture
8 1 (8.33%) Data Visualisation
8 1 (8.33%) Information Management
8 1 (8.33%) Open Source
8 1 (8.33%) Software Engineering
Programming Languages
1 2 (16.67%) SQL
2 1 (8.33%) C#
2 1 (8.33%) Java
2 1 (8.33%) Python
2 1 (8.33%) Scala
Vendors
1 4 (33.33%) Oracle
2 3 (25.00%) Microsoft
3 2 (16.67%) Tableau
4 1 (8.33%) Cloudera
4 1 (8.33%) Google
4 1 (8.33%) Hortonworks
4 1 (8.33%) MapR
4 1 (8.33%) Teradata