Period
to 17 October 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 17 October 2017 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Lake Analytics
UK
6 months to
17 Oct 2017
Same period 2016 Same period 2015
Rank 1168 1221 -
Rank change year-on-year +53 - -
Permanent jobs citing Data Lake Analytics 9 20 0
As % of all permanent IT jobs advertised in the UK 0.005% 0.010% -
As % of the Cloud Services category 0.028% 0.082% -
Number of salaries quoted 5 20 0
UK median annual salary £75,000 £90,000 -
Median salary % change year-on-year -16.67% - -
UK excluding London median annual salary £65,000 £50,000 -
% change year-on-year +30.00% - -

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

All Cloud Skills
UK
Permanent vacancies with a requirement for cloud computing skills 31805 24248 19789
As % of all permanent IT jobs advertised in the UK 18.18% 12.64% 9.09%
Number of salaries quoted 26150 20395 16257
UK median annual salary £51,000 £50,000 £47,500
Median salary % change year-on-year +2.00% +5.26% -
10th Percentile £27,750 £27,750 £27,500
90th Percentile £80,000 £80,000 £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 17 October 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 17 October 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 9 £75,000 -16.67%
UK excluding London +54 4 £65,000 +30.00%
London +9 4 £85,000 -5.56%
South East - 4 £65,000 -

For the 6 months to 17 October 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 9 (100.00%) Microsoft
1 9 (100.00%) Microsoft Azure
1 9 (100.00%) Analytics
1 9 (100.00%) Data Lake
2 7 (77.78%) Business Intelligence
2 7 (77.78%) SQL
3 5 (55.56%) C#
3 5 (55.56%) SQL Server
3 5 (55.56%) Data Warehouse
3 5 (55.56%) Power BI
3 5 (55.56%) HDInsight
4 4 (44.44%) Azure Machine Learning
4 4 (44.44%) Apache Spark
4 4 (44.44%) U-SQL
4 4 (44.44%) Hadoop
5 3 (33.33%) SQL Server Integration Services
5 3 (33.33%) SQL Server Analysis Services
5 3 (33.33%) Agile Software Development
5 3 (33.33%) NoSQL
5 3 (33.33%) R
5 3 (33.33%) Tableau
5 3 (33.33%) Machine Learning
5 3 (33.33%) Big Data
5 3 (33.33%) Scrum
5 3 (33.33%) .NET
5 3 (33.33%) Azure Data Factory
5 3 (33.33%) Azure SQL Data Warehouse
6 2 (22.22%) TensorFlow
6 2 (22.22%) MySQL
6 2 (22.22%) Oracle

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:

Application Platforms
1 4 (44.44%) Apache Spark
2 2 (22.22%) Apache
Applications
1 1 (11.11%) SPSS
Cloud Services
1 9 (100.00%) Microsoft Azure
2 4 (44.44%) Azure Machine Learning
3 3 (33.33%) Azure Data Factory
4 2 (22.22%) GitHub
5 1 (11.11%) IaaS
5 1 (11.11%) SaaS
Database & Business Intelligence
1 9 (100.00%) Data Lake
2 5 (55.56%) Data Warehouse
2 5 (55.56%) HDInsight
2 5 (55.56%) Power BI
2 5 (55.56%) SQL Server
3 4 (44.44%) Hadoop
4 3 (33.33%) Azure SQL Data Warehouse
4 3 (33.33%) Big Data
4 3 (33.33%) NoSQL
4 3 (33.33%) SQL Server Analysis Services
4 3 (33.33%) SQL Server Integration Services
5 2 (22.22%) Azure SQL Database
5 2 (22.22%) MySQL
5 2 (22.22%) SQL Server Reporting Services
6 1 (11.11%) OLAP
6 1 (11.11%) OLTP
6 1 (11.11%) PowerPivot
Development Applications
1 2 (22.22%) Visual Studio
General
1 2 (22.22%) Finance
2 1 (11.11%) Advertising
Job Titles
1 4 (44.44%) Architect
1 4 (44.44%) Azure Architect
2 2 (22.22%) .NET Architect
2 2 (22.22%) Data Architect
3 1 (11.11%) .NET Solutions Architect
3 1 (11.11%) Analyst
3 1 (11.11%) Azure Consultant
3 1 (11.11%) Business Intelligence Consultant
3 1 (11.11%) Business Intelligence Developer
3 1 (11.11%) C# Architect
3 1 (11.11%) Consultant
3 1 (11.11%) Data Analyst
3 1 (11.11%) Developer
3 1 (11.11%) Microsoft Developer
3 1 (11.11%) Microsoft Solutions Architect
3 1 (11.11%) Senior Business Intelligence Developer
3 1 (11.11%) Senior Developer
3 1 (11.11%) Senior Microsoft Developer
3 1 (11.11%) Solutions Architect
3 1 (11.11%) Technical Manager
Libraries, Frameworks & Software Standards
1 3 (33.33%) .NET
2 2 (22.22%) Kafka
2 2 (22.22%) TensorFlow
Miscellaneous
1 2 (22.22%) Analytical Skills
Processes & Methodologies
1 9 (100.00%) Analytics
2 7 (77.78%) Business Intelligence
3 3 (33.33%) Agile Software Development
3 3 (33.33%) Machine Learning
3 3 (33.33%) Scrum
4 2 (22.22%) Artificial Intelligence
4 2 (22.22%) Business Analysis
4 2 (22.22%) Data Analytics
4 2 (22.22%) Data Management
4 2 (22.22%) Data Visualisation
4 2 (22.22%) DevOps
4 2 (22.22%) Functional Programming
4 2 (22.22%) Microservices
4 2 (22.22%) Validation
4 2 (22.22%) Visualisation
4 2 (22.22%) Waterfall
5 1 (11.11%) Dimensional Modelling
5 1 (11.11%) Predictive Analytics
5 1 (11.11%) Revenue Management
5 1 (11.11%) Service Delivery
Programming Languages
1 7 (77.78%) SQL
2 5 (55.56%) C#
3 4 (44.44%) U-SQL
4 3 (33.33%) R
5 2 (22.22%) Java
5 2 (22.22%) JavaScript
5 2 (22.22%) Python
6 1 (11.11%) T-SQL
Quality Assurance & Compliance
1 1 (11.11%) GDPR
Vendors
1 9 (100.00%) Microsoft
2 3 (33.33%) Tableau
3 2 (22.22%) Oracle