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

Microsoft Azure Data Lake Analytics
UK
6 months to
20 Apr 2018
Same period 2017 Same period 2016
Rank 1186 1157 -
Rank change year-on-year -29 - -
Permanent jobs citing Data Lake Analytics 17 14 0
As % of all permanent IT jobs advertised in the UK 0.010% 0.008% -
As % of the Cloud Services category 0.043% 0.054% -
Number of salaries quoted 16 14 0
UK median annual salary £57,500 £71,250 -
Median salary % change year-on-year -19.30% - -
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 39,110 25,868 22,851
As % of all permanent IT jobs advertised in the UK 22.03% 14.99% 11.17%
Number of salaries quoted 32,089 21,614 19,296
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £29,000 £28,287 £28,000
90th Percentile £82,500 £80,000 £78,750
UK excluding London median annual salary £45,000 £45,000 £45,000

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 20 April 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 20 April 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 -4 17 £57,500 -19.30% 2
London -20 15 £60,000 -15.79% 2
South West - 2 £55,000 -
UK excluding London - 2 £55,000 -

For the 6 months to 20 April 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 17 (100.00%) Microsoft Azure
1 17 (100.00%) Analytics
1 17 (100.00%) Data Lake
2 15 (88.24%) SQL
3 14 (82.35%) Business Intelligence
3 14 (82.35%) Azure Data Factory
4 12 (70.59%) SQL Server
5 11 (64.71%) Data Warehouse
5 11 (64.71%) Microsoft
6 8 (47.06%) T-SQL
6 8 (47.06%) Azure SQL Database
6 8 (47.06%) SQL Server Reporting Services
6 8 (47.06%) SQL Server Integration Services
6 8 (47.06%) SQL Server Analysis Services
6 8 (47.06%) Kimball Methodology
7 7 (41.18%) ETL
8 6 (35.29%) HDInsight
9 5 (29.41%) Power BI
9 5 (29.41%) Visual Studio
9 5 (29.41%) PaaS
10 4 (23.53%) SaaS
10 4 (23.53%) Big Data
10 4 (23.53%) .NET
10 4 (23.53%) Snowflake Schema
10 4 (23.53%) Star Schema
10 4 (23.53%) Advertising
10 4 (23.53%) Agile Software Development
10 4 (23.53%) Inmon Methodology
10 4 (23.53%) SQL Server Management Studio (SSMS)
10 4 (23.53%) Azure SQL Data Warehouse

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:

Business Applications
1 2 (11.76%) Dynamics CRM
Cloud Services
1 17 (100.00%) Microsoft Azure
2 14 (82.35%) Azure Data Factory
3 5 (29.41%) PaaS
4 4 (23.53%) SaaS
5 3 (17.65%) Cortana Intelligence Suite
5 3 (17.65%) Office 365
6 2 (11.76%) Azure Active Directory
6 2 (11.76%) IaaS
Database & Business Intelligence
1 17 (100.00%) Data Lake
2 12 (70.59%) SQL Server
3 11 (64.71%) Data Warehouse
4 8 (47.06%) Azure SQL Database
4 8 (47.06%) SQL Server Analysis Services
4 8 (47.06%) SQL Server Integration Services
4 8 (47.06%) SQL Server Reporting Services
5 6 (35.29%) HDInsight
6 5 (29.41%) Power BI
7 4 (23.53%) Azure SQL Data Warehouse
7 4 (23.53%) Big Data
7 4 (23.53%) Snowflake Schema
7 4 (23.53%) Star Schema
8 3 (17.65%) NoSQL
8 3 (17.65%) OLAP
8 3 (17.65%) SQL Server 2016
9 2 (11.76%) Cosmos DB
9 2 (11.76%) Microsoft Analysis Services
9 2 (11.76%) SQL Server 2005
9 2 (11.76%) SQL Server 2012
Development Applications
1 5 (29.41%) Visual Studio
2 4 (23.53%) SQL Server Management Studio (SSMS)
3 1 (5.88%) Octopus Deploy
3 1 (5.88%) Team Foundation Server
3 1 (5.88%) Visual Studio Team System
General
1 4 (23.53%) Advertising
2 2 (11.76%) Games
3 1 (5.88%) Finance
3 1 (5.88%) Retail
Job Titles
1 6 (35.29%) Azure Consultant
1 6 (35.29%) Business Intelligence Consultant
1 6 (35.29%) Consultant
1 6 (35.29%) Developer
2 4 (23.53%) Data Engineer
3 3 (17.65%) Azure Developer
3 3 (17.65%) Microsoft BI Consultant
3 3 (17.65%) Microsoft Consultant
3 3 (17.65%) Power BI Consultant
4 2 (11.76%) Architect
4 2 (11.76%) Azure Architect
4 2 (11.76%) Azure Engineer
4 2 (11.76%) Big Data Architect
4 2 (11.76%) Business Intelligence Developer
4 2 (11.76%) Data Analytics Architect
4 2 (11.76%) Data Architect
4 2 (11.76%) Lead Architect
4 2 (11.76%) Lead Data Architect
4 2 (11.76%) Technical Architect
4 2 (11.76%) Technical Leader
Libraries, Frameworks & Software Standards
1 4 (23.53%) .NET
2 1 (5.88%) COM
Miscellaneous
1 3 (17.65%) Driving Licence
2 2 (11.76%) Public Cloud
3 1 (5.88%) Greenfield Project
3 1 (5.88%) Online Games
3 1 (5.88%) Self-Motivation
Processes & Methodologies
1 17 (100.00%) Analytics
2 14 (82.35%) Business Intelligence
3 8 (47.06%) Kimball Methodology
4 7 (41.18%) ETL
5 4 (23.53%) Agile Software Development
5 4 (23.53%) Inmon Methodology
6 3 (17.65%) Customer Requirements
6 3 (17.65%) Data Analytics
6 3 (17.65%) Presales
7 2 (11.76%) CRM
7 2 (11.76%) Data Analysis
7 2 (11.76%) Data Engineering
7 2 (11.76%) Data Management
7 2 (11.76%) Data Science
7 2 (11.76%) ERP
7 2 (11.76%) IT Strategy
7 2 (11.76%) Machine Learning
7 2 (11.76%) Migration
7 2 (11.76%) Network Virtualisation
8 1 (5.88%) Data Modelling
Programming Languages
1 15 (88.24%) SQL
2 8 (47.06%) T-SQL
3 3 (17.65%) C#
3 3 (17.65%) U-SQL
4 1 (5.88%) PowerShell
System Software
1 2 (11.76%) Active Directory
2 1 (5.88%) HDFS
Vendors
1 11 (64.71%) Microsoft
2 2 (11.76%) Tableau