Period
to 22 January 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 22 January 2018 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Lake Analytics
UK
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 1153 1154 -
Rank change year-on-year +1 - -
Permanent jobs citing Data Lake Analytics 14 25 0
As % of all permanent IT jobs advertised in the UK 0.008% 0.014% -
As % of the Cloud Services category 0.040% 0.11% -
Number of salaries quoted 11 25 0
UK median annual salary £70,000 £85,000 -
Median salary % change year-on-year -17.65% - -
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 34,594 23,636 20,755
As % of all permanent IT jobs advertised in the UK 19.95% 13.54% 9.95%
Number of salaries quoted 28,653 19,816 17,448
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +5.26%
10th Percentile £27,750 £28,250 £27,500
90th Percentile £82,475 £80,000 £78,750
UK excluding London median annual salary £45,000 £45,000 £43,500
% change year-on-year - +3.45% +2.35%

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 22 January 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 22 January 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 +9 14 £70,000 -17.65% 5
London -18 11 £70,000 -18.84% 2
UK excluding London +2 3 £65,000 +30.00% 3
South East - 3 £65,000 - 1

For the 6 months to 22 January 2018, 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 14 (100.00%) Microsoft Azure
1 14 (100.00%) Analytics
1 14 (100.00%) Data Lake
2 12 (85.71%) Microsoft
3 11 (78.57%) Business Intelligence
3 11 (78.57%) SQL
4 8 (57.14%) Data Warehouse
4 8 (57.14%) Azure Data Factory
5 7 (50.00%) SQL Server
6 5 (35.71%) C#
6 5 (35.71%) .NET
6 5 (35.71%) Kimball Methodology
6 5 (35.71%) Big Data
6 5 (35.71%) NoSQL
6 5 (35.71%) Azure SQL Database
6 5 (35.71%) Hadoop
6 5 (35.71%) Power BI
6 5 (35.71%) HDInsight
7 4 (28.57%) Azure Machine Learning
7 4 (28.57%) Apache Spark
7 4 (28.57%) SQL Server Integration Services
7 4 (28.57%) SQL Server Analysis Services
7 4 (28.57%) SQL Server Reporting Services
7 4 (28.57%) Tableau
7 4 (28.57%) Machine Learning
7 4 (28.57%) Data Analytics
7 4 (28.57%) ETL
7 4 (28.57%) Scrum
7 4 (28.57%) T-SQL
7 4 (28.57%) Visual Studio

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 (28.57%) Apache Spark
2 2 (14.29%) Apache
Applications
1 1 (7.14%) SPSS
Cloud Services
1 14 (100.00%) Microsoft Azure
2 8 (57.14%) Azure Data Factory
3 4 (28.57%) Azure Machine Learning
4 2 (14.29%) Cortana Intelligence Suite
4 2 (14.29%) GitHub
4 2 (14.29%) Office 365
Database & Business Intelligence
1 14 (100.00%) Data Lake
2 8 (57.14%) Data Warehouse
3 7 (50.00%) SQL Server
4 5 (35.71%) Azure SQL Database
4 5 (35.71%) Big Data
4 5 (35.71%) Hadoop
4 5 (35.71%) HDInsight
4 5 (35.71%) NoSQL
4 5 (35.71%) Power BI
5 4 (28.57%) SQL Server Analysis Services
5 4 (28.57%) SQL Server Integration Services
5 4 (28.57%) SQL Server Reporting Services
6 3 (21.43%) Snowflake Schema
6 3 (21.43%) Star Schema
7 2 (14.29%) Azure SQL Data Warehouse
7 2 (14.29%) MySQL
8 1 (7.14%) Cosmos DB
8 1 (7.14%) PowerPivot
Development Applications
1 4 (28.57%) Visual Studio
2 3 (21.43%) SQL Server Management Studio (SSMS)
General
1 3 (21.43%) Advertising
2 2 (14.29%) Finance
3 1 (7.14%) Games
Job Titles
1 5 (35.71%) Azure Consultant
1 5 (35.71%) Business Intelligence Consultant
1 5 (35.71%) Consultant
2 4 (28.57%) Architect
2 4 (28.57%) Azure Architect
3 3 (21.43%) Microsoft BI Consultant
3 3 (21.43%) Microsoft Consultant
4 2 (14.29%) .NET Architect
4 2 (14.29%) Business Intelligence Developer
4 2 (14.29%) Data Architect
4 2 (14.29%) Data Engineer
4 2 (14.29%) Developer
4 2 (14.29%) Power BI Consultant
5 1 (7.14%) Azure Engineer
5 1 (7.14%) Evangelist
5 1 (7.14%) Games Engineer
5 1 (7.14%) Microsoft BI Developer
5 1 (7.14%) NoSQL Engineer
5 1 (7.14%) Senior Developer
5 1 (7.14%) Solutions Architect
Libraries, Frameworks & Software Standards
1 5 (35.71%) .NET
2 2 (14.29%) Kafka
2 2 (14.29%) TensorFlow
Miscellaneous
1 3 (21.43%) Driving Licence
2 2 (14.29%) Analytical Skills
3 1 (7.14%) Greenfield Project
3 1 (7.14%) Online Games
Processes & Methodologies
1 14 (100.00%) Analytics
2 11 (78.57%) Business Intelligence
3 5 (35.71%) Kimball Methodology
4 4 (28.57%) Data Analytics
4 4 (28.57%) ETL
4 4 (28.57%) Machine Learning
4 4 (28.57%) Scrum
5 3 (21.43%) Inmon Methodology
5 3 (21.43%) Microservices
6 2 (14.29%) Artificial Intelligence
6 2 (14.29%) Business Analysis
6 2 (14.29%) Customer Requirements
6 2 (14.29%) Data Visualisation
6 2 (14.29%) DevOps
6 2 (14.29%) Functional Programming
6 2 (14.29%) Presales
6 2 (14.29%) Translating Business Requirements
6 2 (14.29%) Validation
6 2 (14.29%) Visualisation
6 2 (14.29%) Waterfall
Programming Languages
1 11 (78.57%) SQL
2 5 (35.71%) C#
3 4 (28.57%) T-SQL
4 3 (21.43%) R
5 2 (14.29%) Java
5 2 (14.29%) JavaScript
5 2 (14.29%) Python
5 2 (14.29%) U-SQL
Quality Assurance & Compliance
1 1 (7.14%) GDPR
System Software
1 1 (7.14%) HDFS
Vendors
1 12 (85.71%) Microsoft
2 4 (28.57%) Tableau
3 2 (14.29%) Oracle