Period
to 11 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Apache Kudu skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Kudu over the 6 months to 11 December 2018 with a comparison to the same period in the previous 2 years.

Apache Kudu
Scotland > Edinburgh
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 146 - -
Rank change year-on-year - - -
Permanent jobs citing Apache Kudu 1 0 0
As % of all permanent IT jobs advertised in Edinburgh 0.039% - -
As % of the Database & Business Intelligence category 0.15% - -
Number of salaries quoted 1 0 0
Edinburgh median annual salary £52,500 - -
Scotland median annual salary £52,500 - -

Apache Kudu is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Permanent vacancies with a requirement for database or business intelligence skills 669 885 626
As % of all permanent IT jobs advertised in Edinburgh 26.42% 33.28% 27.36%
Number of salaries quoted 478 567 464
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +9.76%
10th Percentile £27,500 £27,500 £29,825
90th Percentile £68,750 £60,000 £62,500
Scotland median annual salary £45,000 £42,500 £43,000
% change year-on-year +5.88% -1.16% +3.61%

For the 6 months to 11 December 2018, IT jobs citing Apache Kudu 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 across the Edinburgh region with a requirement for Apache Kudu.

1 1 (100.00%) Java
1 1 (100.00%) SQL
1 1 (100.00%) Linux
1 1 (100.00%) Apache
1 1 (100.00%) Python
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Mining
1 1 (100.00%) ETL
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Data Analysis
1 1 (100.00%) Software Engineering
1 1 (100.00%) Google
1 1 (100.00%) Data Architecture
1 1 (100.00%) Scala
1 1 (100.00%) Hadoop
1 1 (100.00%) Amazon EC2
1 1 (100.00%) Amazon S3
1 1 (100.00%) Amazon AWS
1 1 (100.00%) Open Source
1 1 (100.00%) Apache Hive
1 1 (100.00%) NoSQL
1 1 (100.00%) R
1 1 (100.00%) MapReduce
1 1 (100.00%) HBase
1 1 (100.00%) Big Data
1 1 (100.00%) Big Data Analytics
1 1 (100.00%) Cloudera
1 1 (100.00%) Kafka
1 1 (100.00%) Data Analytics

Apache Kudu
Co-occurring IT Skills in Edinburgh 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 (100.00%) Apache
1 1 (100.00%) Apache Pig
1 1 (100.00%) Apache Spark
Cloud Services
1 1 (100.00%) Amazon AWS
1 1 (100.00%) Amazon EC2
1 1 (100.00%) Amazon EMR
1 1 (100.00%) Amazon S3
1 1 (100.00%) AWS Lambda
1 1 (100.00%) Google Cloud Platform
1 1 (100.00%) Serverless
Database & Business Intelligence
1 1 (100.00%) Amazon DynamoDB
1 1 (100.00%) Amazon RDS
1 1 (100.00%) Amazon Redshift
1 1 (100.00%) Apache Hive
1 1 (100.00%) Big Data
1 1 (100.00%) BigQuery
1 1 (100.00%) Data Lake
1 1 (100.00%) Data Mining
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Hadoop
1 1 (100.00%) HBase
1 1 (100.00%) Impala
1 1 (100.00%) NoSQL
1 1 (100.00%) Presto
1 1 (100.00%) Sqoop
Job Titles
1 1 (100.00%) AWS Consultant
1 1 (100.00%) Big Data Consultant
1 1 (100.00%) Consultant
1 1 (100.00%) Data Consultant
1 1 (100.00%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 1 (100.00%) Kafka
Miscellaneous
1 1 (100.00%) Self-Motivation
Operating Systems
1 1 (100.00%) Linux
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Big Data Analytics
1 1 (100.00%) Business Intelligence
1 1 (100.00%) Customer Requirements
1 1 (100.00%) Data Analysis
1 1 (100.00%) Data Analytics
1 1 (100.00%) Data Architecture
1 1 (100.00%) Data Engineering
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Science
1 1 (100.00%) ETL
1 1 (100.00%) MapReduce
1 1 (100.00%) Open Source
1 1 (100.00%) Problem-Solving
1 1 (100.00%) Software Engineering
Programming Languages
1 1 (100.00%) Java
1 1 (100.00%) Python
1 1 (100.00%) R
1 1 (100.00%) Scala
1 1 (100.00%) SQL
System Software
1 1 (100.00%) Docker
1 1 (100.00%) HDFS
Systems Management
1 1 (100.00%) Kubernetes
1 1 (100.00%) Oozie
Vendors
1 1 (100.00%) Cloudera
1 1 (100.00%) Google