Period
to 21 October 2019

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 21 October 2019 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Lake Analytics
UK
6 months to
21 Oct 2019
Same period 2018 Same period 2017
Rank 1035 1093 1206
Rank change year-on-year +58 +113 +15
Permanent jobs citing Data Lake Analytics 41 72 9
As % of all permanent IT jobs advertised in the UK 0.030% 0.044% 0.005%
As % of the Cloud Services category 0.094% 0.18% 0.027%
Number of salaries quoted 38 58 5
UK median annual salary £72,500 £62,500 £75,000
Median salary % change year-on-year +16.00% -16.67% -16.67%
10th Percentile £57,500 £39,300 £53,500
90th Percentile £87,500 £87,500 £90,000
UK excluding London median annual salary £85,000 £48,750 £65,000
% change year-on-year +74.36% -25.00% +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 43,460 40,511 33,201
As % of all permanent IT jobs advertised in the UK 31.73% 24.77% 19.06%
Number of salaries quoted 35,412 32,722 27,318
UK median annual salary £55,000 £55,000 £50,000
Median salary % change year-on-year - +10.00% -
10th Percentile £30,000 £30,000 £27,750
90th Percentile £90,000 £85,000 £80,000
UK excluding London median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

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 21 October 2019.

Salary histogram for Data Lake Analytics in the UK

Data Lake Analytics
Top 5 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 21 October 2019. 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 +79 41 £72,500 +16.00% 16
London +54 32 £67,500 +3.85% 9
UK excluding London +59 8 £85,000 +74.36% 8
South East +26 6 £85,000 +13.33% 2
East of England +58 2 £85,000 +102.38% 2

For the 6 months to 21 October 2019, 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 41 (100.00%) SQL
1 41 (100.00%) Azure
1 41 (100.00%) Analytics
1 41 (100.00%) Data Lake
2 39 (95.12%) Power Platform
2 39 (95.12%) Power BI
3 38 (92.68%) Business Intelligence
4 33 (80.49%) SQL Server Integration Services
5 31 (75.61%) Data Warehouse
6 28 (68.29%) Microsoft
7 27 (65.85%) SQL Server Analysis Services
8 25 (60.98%) SQL Server Reporting Services
9 22 (53.66%) SQL Server
10 21 (51.22%) Data Analysis Expressions (DAX)
11 20 (48.78%) Azure Data Factory
12 19 (46.34%) SQL Server 2016
13 18 (43.90%) Finance
14 17 (41.46%) Azure SQL Data Warehouse
14 17 (41.46%) Azure SQL Database
15 16 (39.02%) OLAP
15 16 (39.02%) MDX
16 14 (34.15%) Microsoft Analysis Services
17 13 (31.71%) T-SQL
17 13 (31.71%) Stakeholder Management
17 13 (31.71%) OLAP Cube
18 11 (26.83%) Visual Studio
18 11 (26.83%) Git (software)
19 10 (24.39%) PaaS
19 10 (24.39%) Agile Software Development
19 10 (24.39%) Data Science

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 7 (17.07%) Apache Spark
2 6 (14.63%) Apache
3 1 (2.44%) Apache Pig
Cloud Services
1 41 (100.00%) Azure
2 39 (95.12%) Power Platform
3 20 (48.78%) Azure Data Factory
4 10 (24.39%) PaaS
5 7 (17.07%) Azure Machine Learning
6 3 (7.32%) PowerApps
7 2 (4.88%) Apigee
8 1 (2.44%) AWS
Database & Business Intelligence
1 41 (100.00%) Data Lake
2 39 (95.12%) Power BI
3 33 (80.49%) SQL Server Integration Services
4 31 (75.61%) Data Warehouse
5 27 (65.85%) SQL Server Analysis Services
6 25 (60.98%) SQL Server Reporting Services
7 22 (53.66%) SQL Server
8 19 (46.34%) SQL Server 2016
9 17 (41.46%) Azure SQL Data Warehouse
9 17 (41.46%) Azure SQL Database
10 16 (39.02%) OLAP
11 14 (34.15%) Microsoft Analysis Services
12 13 (31.71%) OLAP Cube
13 8 (19.51%) Cosmos DB
14 6 (14.63%) Big Data
15 1 (2.44%) Apache Hive
15 1 (2.44%) Hadoop
15 1 (2.44%) HDInsight
15 1 (2.44%) RDBMS
15 1 (2.44%) Relational Database
Development Applications
1 11 (26.83%) Git (software)
1 11 (26.83%) Visual Studio
2 8 (19.51%) Visual Studio Team System
3 6 (14.63%) JIRA
4 2 (4.88%) Cucumber
4 2 (4.88%) Jenkins
4 2 (4.88%) Mocha
4 2 (4.88%) NUnit
4 2 (4.88%) Selenium
4 2 (4.88%) Spock
General
1 18 (43.90%) Finance
2 3 (7.32%) Public Sector
2 3 (7.32%) Retail
Job Titles
1 13 (31.71%) Business Intelligence Developer
1 13 (31.71%) Developer
1 13 (31.71%) OLAP Developer
1 13 (31.71%) Power BI Developer
1 13 (31.71%) SQL BI Developer
1 13 (31.71%) SQL Developer
1 13 (31.71%) SQL Server BI Developer
1 13 (31.71%) SQL Server Developer
1 13 (31.71%) SSRS Developer
1 13 (31.71%) T-SQL Developer
2 9 (21.95%) Consultant
2 9 (21.95%) Microsoft Consultant
3 7 (17.07%) Business Intelligence Consultant
3 7 (17.07%) Microsoft BI Consultant
3 7 (17.07%) Senior Consultant
3 7 (17.07%) Senior Microsoft Consultant
4 6 (14.63%) Analytics Consultant
4 6 (14.63%) Business Intelligence Lead
4 6 (14.63%) Senior Business Intelligence Consultant
4 6 (14.63%) Technical Leader
Libraries, Frameworks & Software Standards
1 16 (39.02%) MDX
Miscellaneous
1 1 (2.44%) Analytical Skills
Operating Systems
1 8 (19.51%) Windows
Processes & Methodologies
1 41 (100.00%) Analytics
2 38 (92.68%) Business Intelligence
3 13 (31.71%) Stakeholder Management
4 10 (24.39%) Agile Software Development
4 10 (24.39%) Data Science
4 10 (24.39%) Machine Learning
5 9 (21.95%) Business Analytics
6 8 (19.51%) DevOps
6 8 (19.51%) DNA
6 8 (19.51%) Infrastructure as Code
6 8 (19.51%) Technical Leadership
6 8 (19.51%) Test Automation
7 6 (14.63%) Actionable Insight
7 6 (14.63%) Data Analytics
7 6 (14.63%) Data Management
7 6 (14.63%) ETL
7 6 (14.63%) High Availability
7 6 (14.63%) Presales
7 6 (14.63%) Stakeholder Engagement
7 6 (14.63%) Translating Business Requirements
Programming Languages
1 41 (100.00%) SQL
2 21 (51.22%) Data Analysis Expressions (DAX)
3 13 (31.71%) T-SQL
4 9 (21.95%) R
5 8 (19.51%) PowerShell
5 8 (19.51%) U-SQL
6 5 (12.20%) C#
7 3 (7.32%) Python
8 2 (4.88%) C++
8 2 (4.88%) Java
Qualifications
1 3 (7.32%) Degree
1 3 (7.32%) Microsoft Certification
Quality Assurance & Compliance
1 8 (19.51%) QA
System Software
1 2 (4.88%) Virtual Machines
Systems Management
1 2 (4.88%) Kubernetes
Vendors
1 28 (68.29%) Microsoft
2 6 (14.63%) Oracle
3 5 (12.20%) Databricks
3 5 (12.20%) Tableau
4 2 (4.88%) Atlassian
5 1 (2.44%) Cloudera
5 1 (2.44%) Hortonworks