Period
to 18 December 2018

The following table provides summary statistics for contract job vacancies advertised in Edinburgh with a requirement for Apache Hive skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Apache Hive over the 6 months to 18 December 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Hive
Scotland > Edinburgh
6 months to
18 Dec 2018
Same period 2017 Same period 2016
Rank 134 134 113
Rank change year-on-year 0 -21 +20
Contract jobs citing Apache Hive 6 7 1
As % of all contract IT jobs advertised in Edinburgh 0.21% 0.24% 0.051%
As % of the Database & Business Intelligence category 1.15% 1.30% 0.24%
Number of daily rates quoted 1 6 0
Edinburgh median daily rate £425 £375 -
Median daily rate % change year-on-year +13.33% - -
Scotland median daily rate £425 £400 £300
% change year-on-year +6.25% +33.33% -42.86%
Number of hourly rates quoted 0 0 0
Edinburgh median hourly rate - - -
Scotland median hourly rate - - -

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 contract job vacancies advertised in Edinburgh with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Edinburgh
Contract vacancies with a requirement for database or business intelligence skills 524 539 415
As % of all contract IT jobs advertised in Edinburgh 18.50% 18.22% 21.29%
Number of daily rates quoted 290 292 211
Edinburgh median daily rate £415 £400 £363
Median daily rate % change year-on-year +3.75% +10.34% -9.38%
10th Percentile £313 £313 £269
90th Percentile £547 £509 £513
Scotland median daily rate £400 £388 £350
% change year-on-year +3.23% +10.71% -6.67%
Number of hourly rates quoted 3 0 9
Edinburgh median hourly rate £30.00 - £52.00
10th Percentile £18.40 - £44.25
90th Percentile £34.00 - £52.03
Scotland median hourly rate £32.50 £33.00 £42.25
% change year-on-year -1.52% -21.89% +69.00%

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
Contractor Daily Rate Trend in Edinburgh

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Apache Hive in Edinburgh.

Contractor daily rate trend for Apache Hive in Edinburgh

For the 6 months to 18 December 2018, IT contractor 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 contract job ads across the Edinburgh region with a requirement for Apache Hive.

1 6 (100.00%) Hadoop
2 5 (83.33%) Agile Software Development
2 5 (83.33%) Java
2 5 (83.33%) Apache Spark
3 4 (66.67%) Data Analytics
3 4 (66.67%) Analytics
3 4 (66.67%) Oracle
3 4 (66.67%) SQL Server
3 4 (66.67%) Python
4 3 (50.00%) .NET
4 3 (50.00%) MySQL
4 3 (50.00%) ETL
4 3 (50.00%) RDBMS
4 3 (50.00%) JavaScript
4 3 (50.00%) TDD
4 3 (50.00%) Kafka
4 3 (50.00%) Relational Database
4 3 (50.00%) Amazon Athena
4 3 (50.00%) Decision-Making
5 2 (33.33%) Big Data
5 2 (33.33%) DevOps
5 2 (33.33%) Prototyping
5 2 (33.33%) Finance
5 2 (33.33%) NoSQL
5 2 (33.33%) REST
5 2 (33.33%) Informatica
5 2 (33.33%) Business Intelligence
5 2 (33.33%) Data Modelling
6 1 (16.67%) Microsoft
6 1 (16.67%) Perl

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 5 (83.33%) Apache Spark
2 1 (16.67%) Apache Pig
2 1 (16.67%) Apache Solr
2 1 (16.67%) Elasticsearch
Cloud Services
1 1 (16.67%) Amazon AWS
Database & Business Intelligence
1 6 (100.00%) Hadoop
2 4 (66.67%) SQL Server
3 3 (50.00%) Amazon Athena
3 3 (50.00%) MySQL
3 3 (50.00%) RDBMS
3 3 (50.00%) Relational Database
4 2 (33.33%) Big Data
4 2 (33.33%) NoSQL
5 1 (16.67%) Apache Cassandra
5 1 (16.67%) DataStax
5 1 (16.67%) HBase
5 1 (16.67%) Impala
5 1 (16.67%) MongoDB
5 1 (16.67%) Oracle Database
5 1 (16.67%) Oracle Database 12c
5 1 (16.67%) SQL Server Integration Services
5 1 (16.67%) Sqoop
Development Applications
1 1 (16.67%) JIRA
1 1 (16.67%) Maven
General
1 2 (33.33%) Finance
2 1 (16.67%) Banking
2 1 (16.67%) Retail Banking
Job Titles
1 3 (50.00%) Data Engineer
2 2 (33.33%) Architect
2 2 (33.33%) Data Architect
2 2 (33.33%) Hadoop Engineer
3 1 (16.67%) Big Data Architect
3 1 (16.67%) Developer
Libraries, Frameworks & Software Standards
1 3 (50.00%) .NET
1 3 (50.00%) Kafka
2 2 (33.33%) REST
3 1 (16.67%) JSON
3 1 (16.67%) SOAP
3 1 (16.67%) Spark Streaming
3 1 (16.67%) Web Services
3 1 (16.67%) XML
Miscellaneous
1 1 (16.67%) Analytical Skills
Operating Systems
1 1 (16.67%) Linux
1 1 (16.67%) Unix
Processes & Methodologies
1 5 (83.33%) Agile Software Development
2 4 (66.67%) Analytics
2 4 (66.67%) Data Analytics
3 3 (50.00%) Decision-Making
3 3 (50.00%) ETL
3 3 (50.00%) TDD
4 2 (33.33%) Business Intelligence
4 2 (33.33%) Data Modelling
4 2 (33.33%) DevOps
4 2 (33.33%) Prototyping
5 1 (16.67%) Business Development
5 1 (16.67%) Continuous Integration
5 1 (16.67%) Data Architecture
5 1 (16.67%) Data Management
5 1 (16.67%) Data Visualisation
5 1 (16.67%) Infrastructure Management
5 1 (16.67%) MapReduce
5 1 (16.67%) Open Source
5 1 (16.67%) Scrum
5 1 (16.67%) Visualisation
Programming Languages
1 5 (83.33%) Java
2 4 (66.67%) Python
3 3 (50.00%) JavaScript
4 1 (16.67%) Perl
4 1 (16.67%) PL/SQL
4 1 (16.67%) PowerShell
4 1 (16.67%) Scala
4 1 (16.67%) Shell Script
4 1 (16.67%) SQL
4 1 (16.67%) T-SQL
Systems Management
1 1 (16.67%) Ansible
1 1 (16.67%) Opscode Chef
1 1 (16.67%) Puppet
Vendors
1 4 (66.67%) Oracle
2 2 (33.33%) Informatica
3 1 (16.67%) Microsoft
3 1 (16.67%) SaltStack
3 1 (16.67%) Tableau