Period
to 23 October 2018

The following table provides summary statistics for permanent job vacancies advertised in Edinburgh with a requirement for Apache Hive skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Hive over the 6 months to 23 October 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
Scotland > Edinburgh
6 months to
23 Oct 2018
Same period 2017 Same period 2016
Rank 143 143 110
Rank change year-on-year 0 -33 +39
Permanent jobs citing Apache Hive 11 9 23
As % of all permanent IT jobs advertised in Edinburgh 0.43% 0.33% 1.01%
As % of the Database & Business Intelligence category 1.60% 0.96% 3.70%
Number of salaries quoted 9 5 21
Edinburgh median annual salary £55,000 £60,000 £55,000
Median salary % change year-on-year -8.33% +9.09% -30.82%
10th Percentile £48,250 £37,500 £36,250
90th Percentile £62,000 £79,250 £57,500
Scotland median annual salary £52,500 £52,500 £52,500

Apache Hive 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 686 939 621
As % of all permanent IT jobs advertised in Edinburgh 27.07% 34.68% 27.17%
Number of salaries quoted 475 593 423
Edinburgh median annual salary £45,000 £40,000 £45,000
Median salary % change year-on-year +12.50% -11.11% +12.50%
10th Percentile £28,000 £27,100 £27,000
90th Percentile £69,500 £65,000 £63,500
Scotland median annual salary £45,000 £41,500 £42,500
% change year-on-year +8.43% -2.35% +2.41%

Apache Hive
Job Vacancy Trend in Edinburgh

Job postings citing Apache Hive as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Apache Hive in Edinburgh

Apache Hive
Salary Trend in Edinburgh

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Hive in Edinburgh.

Salary trend for Apache Hive in Edinburgh

Apache Hive
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Apache Hive in Edinburgh over the 6 months to 23 October 2018.

Salary histogram for Apache Hive in Edinburgh

For the 6 months to 23 October 2018, IT jobs citing Apache Hive 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 Hive.

1 11 (100.00%) SQL
1 11 (100.00%) Analytics
1 11 (100.00%) Apache Spark
2 10 (90.91%) Big Data
2 10 (90.91%) Python
3 9 (81.82%) Amazon AWS
3 9 (81.82%) Apache Pig
4 8 (72.73%) Amazon EMR
4 8 (72.73%) Oozie
4 8 (72.73%) Scala
4 8 (72.73%) Hadoop
4 8 (72.73%) ETL
4 8 (72.73%) Java
5 7 (63.64%) Data Science
6 6 (54.55%) Serverless
6 6 (54.55%) Amazon EC2
6 6 (54.55%) Amazon S3
6 6 (54.55%) R
6 6 (54.55%) Amazon Redshift
6 6 (54.55%) Amazon RDS
6 6 (54.55%) AWS Lambda
7 5 (45.45%) Sqoop
7 5 (45.45%) HDFS
7 5 (45.45%) Bash Shell
7 5 (45.45%) Ruby
7 5 (45.45%) Problem-Solving
8 4 (36.36%) Linux
8 4 (36.36%) Node.js
8 4 (36.36%) Kafka
8 4 (36.36%) Terraform

Apache Hive
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 11 (100.00%) Apache Spark
2 9 (81.82%) Apache Pig
3 2 (18.18%) SAS
4 1 (9.09%) Apache
Cloud Services
1 9 (81.82%) Amazon AWS
2 8 (72.73%) Amazon EMR
3 6 (54.55%) Amazon EC2
3 6 (54.55%) Amazon S3
3 6 (54.55%) AWS Lambda
3 6 (54.55%) Serverless
4 2 (18.18%) Amazon CloudWatch
4 2 (18.18%) Amazon ElastiCache
4 2 (18.18%) Amazon ELB
4 2 (18.18%) AWS CloudFormation
4 2 (18.18%) AWS CodePipeline
4 2 (18.18%) AWS Elastic Beanstalk
4 2 (18.18%) Datadog
4 2 (18.18%) GitHub
4 2 (18.18%) Google Analytics
4 2 (18.18%) Sumo Logic
4 2 (18.18%) Virtual Private Cloud
5 1 (9.09%) AWS Data Pipeline
5 1 (9.09%) Google Cloud Platform
Communications & Networking
1 1 (9.09%) DNS
Database & Business Intelligence
1 10 (90.91%) Big Data
2 8 (72.73%) Hadoop
3 6 (54.55%) Amazon RDS
3 6 (54.55%) Amazon Redshift
4 5 (45.45%) Sqoop
5 3 (27.27%) Data Warehouse
6 2 (18.18%) Amazon DynamoDB
6 2 (18.18%) NoSQL
7 1 (9.09%) Apache Kudu
7 1 (9.09%) BigQuery
7 1 (9.09%) Data Lake
7 1 (9.09%) Data Mining
7 1 (9.09%) HBase
7 1 (9.09%) Impala
7 1 (9.09%) PostgreSQL
7 1 (9.09%) Presto
7 1 (9.09%) Relational Database
Development Applications
1 3 (27.27%) Jenkins
2 2 (18.18%) Atlassian Bamboo
2 2 (18.18%) Bitbucket
2 2 (18.18%) Git (software)
2 2 (18.18%) GitLab
2 2 (18.18%) Travis CI
General
1 2 (18.18%) Banking
1 2 (18.18%) Finance
2 1 (9.09%) Financial Institution
Job Titles
1 5 (45.45%) AWS Consultant
1 5 (45.45%) Consultant
2 3 (27.27%) AWS Engineer
2 3 (27.27%) Big Data Consultant
2 3 (27.27%) Cloud Engineer
2 3 (27.27%) Data Consultant
2 3 (27.27%) Senior Cloud Engineer
3 2 (18.18%) Cloud Consultant
3 2 (18.18%) Junior
4 1 (9.09%) Analyst
4 1 (9.09%) Analytics Developer
4 1 (9.09%) Data Engineer
4 1 (9.09%) Developer
4 1 (9.09%) Software Developer
4 1 (9.09%) Solutions Consultant
Libraries, Frameworks & Software Standards
1 4 (36.36%) Kafka
1 4 (36.36%) Node.js
2 3 (27.27%) Web Services
3 2 (18.18%) Elastic Stack
Miscellaneous
1 3 (27.27%) Computer Science
1 3 (27.27%) Public Cloud
2 2 (18.18%) Analytical Skills
2 2 (18.18%) Enterprise Cloud
2 2 (18.18%) Linux Command Line
3 1 (9.09%) Analytical Mindset
3 1 (9.09%) Private Cloud
3 1 (9.09%) Self-Motivation
Operating Systems
1 4 (36.36%) Linux
2 1 (9.09%) CentOS
2 1 (9.09%) Red Hat Enterprise Linux
2 1 (9.09%) Ubuntu
Processes & Methodologies
1 11 (100.00%) Analytics
2 8 (72.73%) ETL
3 7 (63.64%) Data Science
4 5 (45.45%) Problem-Solving
5 3 (27.27%) Configuration Management
5 3 (27.27%) Data Modelling
6 2 (18.18%) Anti-Money Laundering
6 2 (18.18%) Business Intelligence
6 2 (18.18%) Customer Requirements
6 2 (18.18%) Deployment Automation
6 2 (18.18%) Machine Learning
6 2 (18.18%) MapReduce
6 2 (18.18%) OO
6 2 (18.18%) Open Source
6 2 (18.18%) Security Patching
6 2 (18.18%) Software Engineering
6 2 (18.18%) Systems Analysis
6 2 (18.18%) Task Automation
6 2 (18.18%) Test Automation
7 1 (9.09%) Presales
Programming Languages
1 11 (100.00%) SQL
2 10 (90.91%) Python
3 8 (72.73%) Java
3 8 (72.73%) Scala
4 6 (54.55%) R
5 5 (45.45%) Bash Shell
5 5 (45.45%) Ruby
6 3 (27.27%) JavaScript
7 2 (18.18%) Go
7 2 (18.18%) PHP
8 1 (9.09%) MATLAB
8 1 (9.09%) PL/SQL
Qualifications
1 3 (27.27%) Degree
2 1 (9.09%) Computer Science Degree
2 1 (9.09%) Numerate Degree
System Software
1 5 (45.45%) HDFS
2 3 (27.27%) Docker
Systems Management
1 8 (72.73%) Oozie
2 4 (36.36%) Terraform
3 3 (27.27%) Kubernetes
3 3 (27.27%) Puppet
4 2 (18.18%) Ansible
4 2 (18.18%) Grafana
4 2 (18.18%) Opscode Chef
4 2 (18.18%) Prometheus
4 2 (18.18%) Sysdig
5 1 (9.09%) Ambari
Vendors
1 3 (27.27%) Google
2 2 (18.18%) Splunk
3 1 (9.09%) Cloudera
3 1 (9.09%) Oracle
3 1 (9.09%) Red Hat