Period
to 21 May 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 21 May 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
Scotland > Edinburgh
6 months to
21 May 2018
Same period 2017 Same period 2016
Rank 123 97 145
Rank change year-on-year -26 +48 +2
Permanent jobs citing Apache Hive 18 41 2
As % of all permanent IT jobs advertised in Edinburgh 0.69% 1.86% 0.079%
As % of the Database & Business Intelligence category 2.59% 5.43% 0.29%
Number of salaries quoted 1 17 1
Edinburgh median annual salary £110,000 £77,500 £60,000
Median salary % change year-on-year +41.94% +29.17% +33.33%
Scotland median annual salary £53,750 £77,500 £40,000
% change year-on-year -30.65% +93.75% -11.11%

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 694 755 691
As % of all permanent IT jobs advertised in Edinburgh 26.61% 34.21% 27.40%
Number of salaries quoted 463 489 445
Edinburgh median annual salary £42,500 £43,000 £45,000
Median salary % change year-on-year -1.16% -4.44% +12.50%
10th Percentile £28,000 £28,750 £28,850
90th Percentile £66,250 £70,000 £65,000
Scotland median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

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

For the 6 months to 21 May 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 18 (100.00%) Hadoop
1 18 (100.00%) Apache Spark
2 17 (94.44%) Kafka
2 17 (94.44%) Apache Cassandra
2 17 (94.44%) HBase
3 14 (77.78%) Hadoop YARN
4 12 (66.67%) HTTP
5 11 (61.11%) REST
6 7 (38.89%) Big Data
6 7 (38.89%) Analytics
7 4 (22.22%) Elasticsearch
8 3 (16.67%) SQL
8 3 (16.67%) Python
8 3 (16.67%) ETL
9 2 (11.11%) SAS
9 2 (11.11%) Computer Science
9 2 (11.11%) PostgreSQL
9 2 (11.11%) R
9 2 (11.11%) NoSQL
9 2 (11.11%) Amazon AWS
9 2 (11.11%) Data Cleansing
9 2 (11.11%) Data Quality
9 2 (11.11%) Analytical Skills
9 2 (11.11%) Data Science
10 1 (5.56%) Problem-Solving
10 1 (5.56%) Deployment Automation
10 1 (5.56%) Private Cloud
10 1 (5.56%) Public Cloud
10 1 (5.56%) Data Engineering
10 1 (5.56%) Anti-Money Laundering

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 18 (100.00%) Apache Spark
2 4 (22.22%) Elasticsearch
3 2 (11.11%) SAS
4 1 (5.56%) Apache Pig
Cloud Services
1 2 (11.11%) Amazon AWS
2 1 (5.56%) Amazon EC2
2 1 (5.56%) Amazon EMR
2 1 (5.56%) Amazon S3
2 1 (5.56%) AWS Data Pipeline
2 1 (5.56%) AWS Lambda
2 1 (5.56%) Cortana Intelligence Suite
2 1 (5.56%) Microsoft Azure
2 1 (5.56%) Serverless
Communications & Networking
1 12 (66.67%) HTTP
Database & Business Intelligence
1 18 (100.00%) Hadoop
2 17 (94.44%) Apache Cassandra
2 17 (94.44%) HBase
3 7 (38.89%) Big Data
4 2 (11.11%) NoSQL
4 2 (11.11%) PostgreSQL
5 1 (5.56%) Amazon DynamoDB
5 1 (5.56%) Amazon RDS
5 1 (5.56%) Amazon Redshift
5 1 (5.56%) Data Warehouse
5 1 (5.56%) MongoDB
5 1 (5.56%) Neo4j
5 1 (5.56%) Power BI
5 1 (5.56%) QlikView
5 1 (5.56%) Relational Database
5 1 (5.56%) Sqoop
Development Applications
1 1 (5.56%) Git (software)
1 1 (5.56%) Maven
General
1 1 (5.56%) Finance
Job Titles
1 15 (83.33%) Data Engineer
2 4 (22.22%) Big Data Engineer
3 2 (11.11%) Cassandra Engineer
4 1 (5.56%) Analyst
4 1 (5.56%) Asset Management Analyst
4 1 (5.56%) AWS Consultant
4 1 (5.56%) Big Data Software Engineer
4 1 (5.56%) Consultant
4 1 (5.56%) Data Analyst
4 1 (5.56%) Data Scientist
4 1 (5.56%) Hadoop Engineer
4 1 (5.56%) Java Engineer
4 1 (5.56%) Java Software Engineer
4 1 (5.56%) NoSQL Engineer
4 1 (5.56%) Python Engineer
4 1 (5.56%) Quality Engineer
4 1 (5.56%) Real Time Engineer
4 1 (5.56%) Software Engineer
Libraries, Frameworks & Software Standards
1 17 (94.44%) Kafka
2 11 (61.11%) REST
3 1 (5.56%) D3.js
3 1 (5.56%) Natural Language Processing
Miscellaneous
1 2 (11.11%) Analytical Skills
1 2 (11.11%) Computer Science
2 1 (5.56%) Analytical Mindset
2 1 (5.56%) Private Cloud
2 1 (5.56%) Public Cloud
Processes & Methodologies
1 7 (38.89%) Analytics
2 3 (16.67%) ETL
3 2 (11.11%) Data Cleansing
3 2 (11.11%) Data Science
4 1 (5.56%) Anti-Money Laundering
4 1 (5.56%) Business Intelligence
4 1 (5.56%) Customer Insight
4 1 (5.56%) Customer Requirements
4 1 (5.56%) Data Analytics
4 1 (5.56%) Data Architecture
4 1 (5.56%) Data Engineering
4 1 (5.56%) Deep Learning
4 1 (5.56%) Deployment Automation
4 1 (5.56%) Machine Learning
4 1 (5.56%) MapReduce
4 1 (5.56%) Predictive Analysis
4 1 (5.56%) Presales
4 1 (5.56%) Problem-Solving
4 1 (5.56%) Visualisation
4 1 (5.56%) Wealth Management
Programming Languages
1 3 (16.67%) Python
1 3 (16.67%) SQL
2 2 (11.11%) R
3 1 (5.56%) Java
3 1 (5.56%) Scala
Qualifications
1 1 (5.56%) Computer Science Degree
1 1 (5.56%) Degree
1 1 (5.56%) Numerate Degree
1 1 (5.56%) Security Cleared
Quality Assurance & Compliance
1 2 (11.11%) Data Quality
2 1 (5.56%) Dodd-Frank
2 1 (5.56%) EMIR
2 1 (5.56%) FATCA
2 1 (5.56%) MiFID
2 1 (5.56%) Solvency II
System Software
1 1 (5.56%) HDFS
Systems Management
1 14 (77.78%) Hadoop YARN
2 1 (5.56%) Oozie
2 1 (5.56%) Opscode Chef
2 1 (5.56%) Terraform
Vendors
1 1 (5.56%) Apple
1 1 (5.56%) Google
1 1 (5.56%) IBM
1 1 (5.56%) Microsoft
1 1 (5.56%) Tableau