Period
to 16 August 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Data Lake Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Lake Analytics over the 6 months to 16 August 2017 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Lake Analytics
UK
6 months to
16 Aug 2017
Same period 2016 Same period 2015
Rank 1177 1246 -
Rank change year-on-year +69 - -
Permanent jobs citing Data Lake Analytics 6 9 0
As % of all permanent IT jobs advertised in the UK 0.003% 0.005% -
As % of the Cloud Services category 0.020% 0.038% -
Number of salaries quoted 4 9 0
UK median annual salary £67,500 £95,000 -
Median salary % change year-on-year -28.95% - -
UK excluding London median annual salary - £50,000 -

Data Lake Analytics is in the cloud computing skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for cloud computing skills.

Cloud Computing Skills
UK
Permanent job vacancies with a requirement for cloud computing skills 30075 23674 18972
As % of all permanent IT job vacancies advertised in the UK 17.02% 11.95% 8.73%
Number of salaries quoted 24704 19980 15344
UK median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% -
10th Percentile £28,250 £28,000 £27,500
90th Percentile £80,000 £78,750 £77,500
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +6.25%

Data Lake Analytics
Job Vacancy Trend

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

Job vacancy trend for Data Lake Analytics in the UK

Data Lake Analytics
Salary Trend

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

Salary trend for Data Lake Analytics in the UK

Data Lake Analytics
Salary Histogram

The salary distribution of IT jobs citing Data Lake Analytics over the 6 months to 16 August 2017.

Salary histogram for Data Lake Analytics in the UK

Data Lake Analytics
Top 4 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Lake Analytics within the UK over the 6 months to 16 August 2017. 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
England +52 6 £67,500 -28.95%
London +41 4 £67,500 -28.95%
UK excluding London +40 1 - -
South East - 1 - -

For the 6 months to 16 August 2017, IT jobs citing Data Lake Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Data Lake Analytics.

1 6 (100.00%) SQL
1 6 (100.00%) Data Warehouse
1 6 (100.00%) Microsoft
1 6 (100.00%) Business Intelligence
1 6 (100.00%) Microsoft Azure
1 6 (100.00%) Analytics
1 6 (100.00%) Power BI
1 6 (100.00%) Data Lake
2 5 (83.33%) U-SQL
2 5 (83.33%) SQL Server
3 4 (66.67%) T-SQL
3 4 (66.67%) .NET
3 4 (66.67%) Scrum
3 4 (66.67%) Agile Software Development
3 4 (66.67%) SQL Server Integration Services
3 4 (66.67%) HDInsight
3 4 (66.67%) SQL Server Analysis Services
3 4 (66.67%) Azure SQL Database
3 4 (66.67%) Azure Data Factory
3 4 (66.67%) Azure SQL Data Warehouse
4 3 (50.00%) IaaS
4 3 (50.00%) SQL Server Reporting Services
5 2 (33.33%) C#
5 2 (33.33%) Visual Studio
5 2 (33.33%) Kimball Methodology
5 2 (33.33%) Business Analysis
5 2 (33.33%) PaaS
5 2 (33.33%) Waterfall
5 2 (33.33%) SQL Server 2012
5 2 (33.33%) SQL Server 2016

Data Lake Analytics
Co-occurring IT Skills 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:

Applications
1 1 (16.67%) SPSS
Cloud Services
1 6 (100.00%) Microsoft Azure
2 4 (66.67%) Azure Data Factory
3 3 (50.00%) IaaS
4 2 (33.33%) PaaS
5 1 (16.67%) SaaS
Database & Business Intelligence
1 6 (100.00%) Data Lake
1 6 (100.00%) Data Warehouse
1 6 (100.00%) Power BI
2 5 (83.33%) SQL Server
3 4 (66.67%) Azure SQL Data Warehouse
3 4 (66.67%) Azure SQL Database
3 4 (66.67%) HDInsight
3 4 (66.67%) SQL Server Analysis Services
3 4 (66.67%) SQL Server Integration Services
4 3 (50.00%) SQL Server Reporting Services
5 2 (33.33%) SQL Server 2012
5 2 (33.33%) SQL Server 2016
6 1 (16.67%) OLAP
6 1 (16.67%) OLTP
6 1 (16.67%) PowerPivot
6 1 (16.67%) SQL Server 2014
Development Applications
1 2 (33.33%) Visual Studio
General
1 1 (16.67%) Advertising
1 1 (16.67%) Legal
Job Titles
1 4 (66.67%) Azure Consultant
1 4 (66.67%) Business Intelligence Consultant
1 4 (66.67%) Consultant
2 3 (50.00%) Microsoft BI Consultant
2 3 (50.00%) Microsoft Consultant
3 2 (33.33%) Business Consultant
4 1 (16.67%) Analyst
4 1 (16.67%) Architect
4 1 (16.67%) Azure Architect
4 1 (16.67%) Business Intelligence Developer
4 1 (16.67%) Cloud Architect
4 1 (16.67%) Cloud Consultant
4 1 (16.67%) Data Analyst
4 1 (16.67%) Data Architect
4 1 (16.67%) Data Consultant
4 1 (16.67%) Developer
4 1 (16.67%) Microsoft Developer
4 1 (16.67%) Senior Business Intelligence Developer
4 1 (16.67%) Senior Developer
4 1 (16.67%) Senior Microsoft Developer
Libraries, Frameworks & Software Standards
1 4 (66.67%) .NET
2 1 (16.67%) MDX
Processes & Methodologies
1 6 (100.00%) Analytics
1 6 (100.00%) Business Intelligence
2 4 (66.67%) Agile Software Development
2 4 (66.67%) Scrum
3 2 (33.33%) Business Analysis
3 2 (33.33%) Kimball Methodology
3 2 (33.33%) Waterfall
4 1 (16.67%) Data Analytics
4 1 (16.67%) Data Engineering
4 1 (16.67%) Data Visualisation
4 1 (16.67%) Dimensional Modelling
4 1 (16.67%) ETL
4 1 (16.67%) IT Strategy
4 1 (16.67%) Machine Learning
4 1 (16.67%) Predictive Analytics
4 1 (16.67%) Presales
4 1 (16.67%) Prescriptive Analytics
4 1 (16.67%) Service Delivery
4 1 (16.67%) Translating Business Requirements
4 1 (16.67%) Visualisation
Programming Languages
1 6 (100.00%) SQL
2 5 (83.33%) U-SQL
3 4 (66.67%) T-SQL
4 2 (33.33%) C#
5 1 (16.67%) Data Analysis Expressions (DAX)
System Software
1 2 (33.33%) Virtual Machines
Vendors
1 6 (100.00%) Microsoft
2 1 (16.67%) Tableau