Period
to 24 June 2018

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 24 June 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Lake Analytics
UK
6 months to
24 Jun 2018
Same period 2017 Same period 2016
Rank 1159 1194 1286
Rank change year-on-year +35 +92 -
Permanent jobs citing Data Lake Analytics 27 7 2
As % of all permanent IT jobs advertised in the UK 0.016% 0.004% 0.001%
As % of the Cloud Services category 0.068% 0.025% 0.008%
Number of salaries quoted 20 6 2
UK median annual salary £57,500 £76,250 £77,500
Median salary % change year-on-year -24.59% -1.61% -
10th Percentile £48,500 £53,125 £71,250
90th Percentile £94,000 £93,750 £83,750
UK excluding London median annual salary £55,000 - -

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 39,530 28,140 23,739
As % of all permanent IT jobs advertised in the UK 22.74% 16.26% 11.79%
Number of salaries quoted 32,127 23,380 19,989
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,750 £28,000 £27,500
90th Percentile £85,000 £80,000 £78,750
UK excluding London median annual salary £46,500 £43,500 £44,000
% change year-on-year +6.90% -1.14% +3.53%

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 24 June 2018.

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 24 June 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
England +11 27 £57,500 -24.59% 2
London +13 25 £58,750 -30.88% 2
UK excluding London +4 2 £55,000 -
South West - 2 £55,000 -

For the 6 months to 24 June 2018, IT jobs citing Data Lake Analytics 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 with a requirement for Data Lake Analytics.

1 27 (100.00%) Microsoft Azure
1 27 (100.00%) Analytics
1 27 (100.00%) Data Lake
2 22 (81.48%) SQL
2 22 (81.48%) Data Warehouse
2 22 (81.48%) Business Intelligence
3 18 (66.67%) SQL Server Reporting Services
3 18 (66.67%) SQL Server Integration Services
3 18 (66.67%) SQL Server Analysis Services
3 18 (66.67%) Azure Data Factory
4 17 (62.96%) Microsoft
5 16 (59.26%) Azure SQL Database
6 14 (51.85%) SQL Server
7 13 (48.15%) C#
7 13 (48.15%) Power BI
8 12 (44.44%) Kimball Methodology
9 11 (40.74%) HDInsight
10 10 (37.04%) .NET
11 8 (29.63%) ETL
11 8 (29.63%) T-SQL
11 8 (29.63%) Machine Learning
11 8 (29.63%) PaaS
11 8 (29.63%) Azure SQL Data Warehouse
11 8 (29.63%) U-SQL
12 7 (25.93%) Cosmos DB
12 7 (25.93%) Agile Software Development
13 6 (22.22%) OLAP
13 6 (22.22%) Visual Studio
13 6 (22.22%) Advertising
13 6 (22.22%) PowerPivot

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 1 (3.70%) Apache Spark
Business Applications
1 2 (7.41%) Dynamics CRM
Cloud Services
1 27 (100.00%) Microsoft Azure
2 18 (66.67%) Azure Data Factory
3 8 (29.63%) PaaS
4 4 (14.81%) SaaS
5 3 (11.11%) IaaS
6 2 (7.41%) Azure Active Directory
6 2 (7.41%) Serverless
7 1 (3.70%) Cortana Intelligence Suite
7 1 (3.70%) NuGet
7 1 (3.70%) Office 365
Communications & Networking
1 1 (3.70%) Internet
Database & Business Intelligence
1 27 (100.00%) Data Lake
2 22 (81.48%) Data Warehouse
3 18 (66.67%) SQL Server Analysis Services
3 18 (66.67%) SQL Server Integration Services
3 18 (66.67%) SQL Server Reporting Services
4 16 (59.26%) Azure SQL Database
5 14 (51.85%) SQL Server
6 13 (48.15%) Power BI
7 11 (40.74%) HDInsight
8 8 (29.63%) Azure SQL Data Warehouse
9 7 (25.93%) Cosmos DB
10 6 (22.22%) Big Data
10 6 (22.22%) OLAP
10 6 (22.22%) PowerPivot
11 4 (14.81%) Microsoft Analysis Services
11 4 (14.81%) Snowflake Schema
11 4 (14.81%) Star Schema
12 3 (11.11%) NoSQL
12 3 (11.11%) Relational Database
12 3 (11.11%) SQL Server 2012
Development Applications
1 6 (22.22%) Visual Studio
2 4 (14.81%) Git (software)
2 4 (14.81%) SQL Server Management Studio (SSMS)
3 3 (11.11%) Octopus Deploy
4 2 (7.41%) SpecFlow
4 2 (7.41%) TeamCity
4 2 (7.41%) Visual Studio Team System
5 1 (3.70%) FxCop
5 1 (3.70%) Jenkins
5 1 (3.70%) Team Foundation Server
5 1 (3.70%) tSQLt
General
1 6 (22.22%) Advertising
2 4 (14.81%) Games
3 3 (11.11%) Finance
3 3 (11.11%) Retail
Job Titles
1 13 (48.15%) Developer
2 8 (29.63%) Business Intelligence Developer
3 7 (25.93%) Consultant
3 7 (25.93%) Senior Developer
3 7 (25.93%) SSIS Developer
4 6 (22.22%) Azure Consultant
4 6 (22.22%) Business Developer
4 6 (22.22%) Senior Business Intelligence Developer
4 6 (22.22%) SSAS Developer
4 6 (22.22%) SSRS Developer
5 5 (18.52%) .NET Developer
5 5 (18.52%) C# .NET Developer
5 5 (18.52%) C# Developer
5 5 (18.52%) Data Engineer
5 5 (18.52%) Power BI Developer
5 5 (18.52%) Senior .NET Developer
5 5 (18.52%) Senior C# .NET Developer
5 5 (18.52%) Senior C# Developer
6 4 (14.81%) Business Intelligence Consultant
6 4 (14.81%) Microsoft Consultant
Libraries, Frameworks & Software Standards
1 10 (37.04%) .NET
2 3 (11.11%) MDX
3 2 (7.41%) COM
4 1 (3.70%) .NET Framework
4 1 (3.70%) AngularJS
4 1 (3.70%) ASP.NET
4 1 (3.70%) ASP.NET Core
4 1 (3.70%) ASP.NET MVC
4 1 (3.70%) jQuery
4 1 (3.70%) React
4 1 (3.70%) Twitter Bootstrap
4 1 (3.70%) Velocity
Miscellaneous
1 6 (22.22%) Self-Motivation
2 3 (11.11%) Driving Licence
3 2 (7.41%) Public Cloud
4 1 (3.70%) Analytical Skills
4 1 (3.70%) Foreign Exchange (FX)
4 1 (3.70%) Online Games
Processes & Methodologies
1 27 (100.00%) Analytics
2 22 (81.48%) Business Intelligence
3 12 (44.44%) Kimball Methodology
4 8 (29.63%) ETL
4 8 (29.63%) Machine Learning
5 7 (25.93%) Agile Software Development
6 6 (22.22%) Data Science
6 6 (22.22%) Dimensional Modelling
7 4 (14.81%) Inmon Methodology
8 3 (11.11%) Data Engineering
8 3 (11.11%) Software Engineering
8 3 (11.11%) TDD
9 2 (7.41%) Continuous Delivery
9 2 (7.41%) Data Analysis
9 2 (7.41%) Data Management
9 2 (7.41%) IT Strategy
9 2 (7.41%) Migration
9 2 (7.41%) Network Virtualisation
9 2 (7.41%) Pair Programming
9 2 (7.41%) Re-Platforming
Programming Languages
1 22 (81.48%) SQL
2 13 (48.15%) C#
3 8 (29.63%) T-SQL
3 8 (29.63%) U-SQL
4 5 (18.52%) Data Analysis Expressions (DAX)
5 2 (7.41%) PowerShell
5 2 (7.41%) Python
5 2 (7.41%) R
6 1 (3.70%) JavaScript
Qualifications
1 3 (11.11%) Degree
2 2 (7.41%) Microsoft Certification
Quality Assurance & Compliance
1 1 (3.70%) GDPR
System Software
1 2 (7.41%) Active Directory
2 1 (3.70%) HDFS
Vendors
1 17 (62.96%) Microsoft
2 1 (3.70%) Tableau
2 1 (3.70%) Twitter