Period
to 16 July 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 16 July 2019 with a comparison to the same period in the previous 2 years.

Microsoft Azure Data Lake Analytics
UK
6 months to
16 Jul 2019
Same period 2018 Same period 2017
Rank 1065 1167 1203
Rank change year-on-year +102 +36 +76
Permanent jobs citing Data Lake Analytics 41 29 7
As % of all permanent IT jobs advertised in the UK 0.028% 0.016% 0.004%
As % of the Cloud Services category 0.094% 0.069% 0.023%
Number of salaries quoted 39 20 6
UK median annual salary £60,000 £60,000 £76,250
Median salary % change year-on-year - -21.31% -11.59%
10th Percentile £57,500 £48,500 £53,125
90th Percentile £85,000 £94,000 £93,750
UK excluding London median annual salary £67,000 £55,000 -
% change year-on-year +21.82% - -

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 43,550 42,255 30,945
As % of all permanent IT jobs advertised in the UK 29.87% 24.01% 17.43%
Number of salaries quoted 35,366 34,302 25,654
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £30,500 £29,750 £28,250
90th Percentile £87,500 £85,000 £80,000
UK excluding London median annual salary £47,500 £46,000 £44,500
% change year-on-year +3.26% +3.37% +1.14%

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 16 July 2019.

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 16 July 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 +106 41 £60,000 - 10
London +114 37 £60,000 - 4
UK excluding London +56 3 £67,000 +21.82% 6
South East - 3 £67,000 - 4

For the 6 months to 16 July 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%) Microsoft Azure
1 41 (100.00%) Analytics
1 41 (100.00%) Data Lake
2 40 (97.56%) Power Platform
2 40 (97.56%) Power BI
2 40 (97.56%) SQL
3 39 (95.12%) Data Warehouse
3 39 (95.12%) Business Intelligence
4 38 (92.68%) SQL Server Integration Services
5 36 (87.80%) SQL Server Reporting Services
6 35 (85.37%) SQL Server Analysis Services
7 34 (82.93%) SQL Server
8 29 (70.73%) SQL Server 2016
9 24 (58.54%) Finance
10 23 (56.10%) MDX
11 22 (53.66%) T-SQL
12 21 (51.22%) Microsoft
13 19 (46.34%) Azure Data Factory
14 18 (43.90%) Data Analysis Expressions (DAX)
15 17 (41.46%) OLAP
16 16 (39.02%) Azure SQL Database
16 16 (39.02%) Azure SQL Data Warehouse
17 15 (36.59%) R
17 15 (36.59%) Data Science
18 14 (34.15%) Business Analytics
18 14 (34.15%) Machine Learning
18 14 (34.15%) OLAP Cube
18 14 (34.15%) Microsoft Analysis Services
19 12 (29.27%) Azure Machine Learning
20 11 (26.83%) Stakeholder Management

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 (2.44%) Apache
1 1 (2.44%) Apache Pig
1 1 (2.44%) Apache Spark
Cloud Services
1 41 (100.00%) Microsoft Azure
2 40 (97.56%) Power Platform
3 19 (46.34%) Azure Data Factory
4 12 (29.27%) Azure Machine Learning
5 3 (7.32%) PaaS
5 3 (7.32%) PowerApps
6 2 (4.88%) Azure Stack
6 2 (4.88%) Cloud Computing
7 1 (2.44%) Serverless
Database & Business Intelligence
1 41 (100.00%) Data Lake
2 40 (97.56%) Power BI
3 39 (95.12%) Data Warehouse
4 38 (92.68%) SQL Server Integration Services
5 36 (87.80%) SQL Server Reporting Services
6 35 (85.37%) SQL Server Analysis Services
7 34 (82.93%) SQL Server
8 29 (70.73%) SQL Server 2016
9 17 (41.46%) OLAP
10 16 (39.02%) Azure SQL Data Warehouse
10 16 (39.02%) Azure SQL Database
11 14 (34.15%) Microsoft Analysis Services
11 14 (34.15%) OLAP Cube
12 8 (19.51%) Big Data
13 3 (7.32%) Cosmos DB
13 3 (7.32%) Hadoop
14 2 (4.88%) HDInsight
14 2 (4.88%) QlikView
14 2 (4.88%) Relational Database
15 1 (2.44%) HBase
Development Applications
1 6 (14.63%) Visual Studio
2 3 (7.32%) Git (software)
3 2 (4.88%) Visual Studio Team System
General
1 24 (58.54%) Finance
2 3 (7.32%) Retail
3 1 (2.44%) Advertising
Job Titles
1 22 (53.66%) Business Intelligence Developer
1 22 (53.66%) Developer
2 20 (48.78%) SSRS Developer
3 19 (46.34%) Power BI Developer
3 19 (46.34%) SQL BI Developer
3 19 (46.34%) SQL Developer
3 19 (46.34%) T-SQL Developer
4 14 (34.15%) Consultant
4 14 (34.15%) OLAP Developer
4 14 (34.15%) SQL Server BI Developer
4 14 (34.15%) SQL Server Developer
5 13 (31.71%) Microsoft Consultant
6 11 (26.83%) Business Intelligence Consultant
6 11 (26.83%) Microsoft BI Consultant
6 11 (26.83%) Senior Consultant
6 11 (26.83%) Senior Microsoft Consultant
7 10 (24.39%) Analytics Consultant
7 10 (24.39%) Business Intelligence Lead
7 10 (24.39%) Senior Business Intelligence Consultant
8 5 (12.20%) Report Developer
Libraries, Frameworks & Software Standards
1 23 (56.10%) MDX
2 1 (2.44%) Kafka
Miscellaneous
1 1 (2.44%) Analytical Skills
Processes & Methodologies
1 41 (100.00%) Analytics
2 39 (95.12%) Business Intelligence
3 15 (36.59%) Data Science
4 14 (34.15%) Business Analytics
4 14 (34.15%) Machine Learning
5 11 (26.83%) ETL
5 11 (26.83%) Stakeholder Management
6 10 (24.39%) Actionable Insight
6 10 (24.39%) Presales
6 10 (24.39%) Stakeholder Engagement
6 10 (24.39%) Translating Business Requirements
7 5 (12.20%) Software Engineering
8 4 (9.76%) DevOps
9 3 (7.32%) Agile Software Development
9 3 (7.32%) Decision-Making
9 3 (7.32%) Kimball Methodology
10 2 (4.88%) Artificial Intelligence
10 2 (4.88%) DNA
10 2 (4.88%) Technical Leadership
11 1 (2.44%) Data Modelling
Programming Languages
1 40 (97.56%) SQL
2 22 (53.66%) T-SQL
3 18 (43.90%) Data Analysis Expressions (DAX)
4 15 (36.59%) R
5 6 (14.63%) C#
5 6 (14.63%) U-SQL
6 5 (12.20%) Python
7 3 (7.32%) PowerShell
8 2 (4.88%) Java
8 2 (4.88%) Scala
9 1 (2.44%) C
Qualifications
1 3 (7.32%) Degree
1 3 (7.32%) Microsoft Certification
2 1 (2.44%) TOGAF Certification
Quality Assurance & Compliance
1 2 (4.88%) QA
System Software
1 1 (2.44%) HDFS
Vendors
1 21 (51.22%) Microsoft
2 3 (7.32%) Databricks
3 2 (4.88%) Tableau
4 1 (2.44%) Cloudera
4 1 (2.44%) Hortonworks
4 1 (2.44%) Oracle