Period
to 20 September 2018

The following table provides summary statistics for contract job vacancies advertised in Scotland 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 20 September 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
UK > Scotland
6 months to
20 Sep 2018
Same period 2017 Same period 2016
Rank 189 167 206
Rank change year-on-year -22 +39 -17
Contract jobs citing Apache Hive 15 15 5
As % of all contract IT jobs advertised in Scotland 0.27% 0.31% 0.096%
As % of the Database & Business Intelligence category 1.34% 1.48% 0.42%
Number of daily rates quoted 9 8 2
Scotland median daily rate £500 £350 £375
Median daily rate % change year-on-year +42.86% -6.67% -11.76%
10th Percentile £388 £313 £315
90th Percentile £545 £490 £435
UK median daily rate £550 £500 £543
% change year-on-year +10.00% -7.83% -1.36%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £30.25 £40.00 -
% change year-on-year -24.38% - -

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 Scotland with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Scotland
Contract vacancies with a requirement for database or business intelligence skills 1,123 1,011 1,181
As % of all contract IT jobs advertised in Scotland 20.58% 21.16% 22.63%
Number of daily rates quoted 642 542 666
Scotland median daily rate £404 £388 £350
Median daily rate % change year-on-year +4.19% +10.71% -0.71%
10th Percentile £306 £288 £257
90th Percentile £538 £525 £488
UK median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 7 11 24
Scotland median hourly rate £16.25 £43.39 £36.00
Median hourly rate % change year-on-year -62.55% +20.53% +11.03%
10th Percentile £10.12 £13.65 £9.37
90th Percentile £34.25 £195.00 £45.15
UK median hourly rate £28.75 £29.56 £29.94
% change year-on-year -2.74% -1.27% +5.05%

Apache Hive
Job Vacancy Trend in Scotland

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

Job vacancy trend for Apache Hive in Scotland

Apache Hive
Contractor Daily Rate Trend in Scotland

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

Contractor daily rate trend for Apache Hive in Scotland

Apache Hive
Contractor Daily Rate Histogram in Scotland

The daily rate distribution of IT jobs citing Apache Hive in Scotland over the 6 months to 20 September 2018.

Contractor daily rate histogram for Apache Hive in Scotland

Apache Hive
Contract Job Locations in Scotland

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Apache Hive within the Scotland region over the 6 months to 20 September 2018. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Edinburgh -7 6 £425 +21.43% 1
Glasgow -11 6 £500 -28.57% 3
Apache Hive
UK

For the 6 months to 20 September 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 Scotland region with a requirement for Apache Hive.

1 14 (93.33%) Hadoop
2 12 (80.00%) Oracle
2 12 (80.00%) Agile Software Development
3 10 (66.67%) Apache Spark
4 8 (53.33%) Java
5 7 (46.67%) SQL Server
5 7 (46.67%) Python
5 7 (46.67%) ETL
5 7 (46.67%) Data Analytics
5 7 (46.67%) Relational Database
5 7 (46.67%) NoSQL
5 7 (46.67%) HBase
5 7 (46.67%) Analytics
6 6 (40.00%) Big Data
6 6 (40.00%) HDFS
6 6 (40.00%) Kafka
6 6 (40.00%) RDBMS
6 6 (40.00%) JavaScript
6 6 (40.00%) SQL
6 6 (40.00%) .NET
6 6 (40.00%) MySQL
6 6 (40.00%) TDD
6 6 (40.00%) Amazon Athena
6 6 (40.00%) Decision-Making
7 5 (33.33%) Scrum
7 5 (33.33%) Maven
7 5 (33.33%) PL/SQL
7 5 (33.33%) T-SQL
7 5 (33.33%) Apache Pig
7 5 (33.33%) REST

Apache Hive
Co-occurring IT Skills in Scotland 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 10 (66.67%) Apache Spark
2 5 (33.33%) Apache Pig
3 4 (26.67%) Tomcat
4 2 (13.33%) Apache Solr
5 1 (6.67%) Elasticsearch
Cloud Services
1 1 (6.67%) Amazon AWS
1 1 (6.67%) Cloud Computing
1 1 (6.67%) IaaS
1 1 (6.67%) Microsoft Azure
1 1 (6.67%) PaaS
Communications & Networking
1 4 (26.67%) FTP
2 1 (6.67%) Firewall
2 1 (6.67%) HTTP
2 1 (6.67%) HTTPS
2 1 (6.67%) Kerberos
2 1 (6.67%) SSL
2 1 (6.67%) VPN
Database & Business Intelligence
1 14 (93.33%) Hadoop
2 7 (46.67%) HBase
2 7 (46.67%) NoSQL
2 7 (46.67%) Relational Database
2 7 (46.67%) SQL Server
3 6 (40.00%) Amazon Athena
3 6 (40.00%) Big Data
3 6 (40.00%) MySQL
3 6 (40.00%) RDBMS
4 3 (20.00%) Impala
5 2 (13.33%) MongoDB
5 2 (13.33%) Sqoop
6 1 (6.67%) Apache Cassandra
6 1 (6.67%) Cloudera CDH
6 1 (6.67%) Data Warehouse
6 1 (6.67%) DataStax
6 1 (6.67%) Oracle Database
6 1 (6.67%) Oracle Database 12c
6 1 (6.67%) Parquet
6 1 (6.67%) SQL Server Integration Services
Development Applications
1 5 (33.33%) Maven
2 4 (26.67%) Git (software)
3 2 (13.33%) JIRA
General
1 2 (13.33%) Banking
1 2 (13.33%) Finance
2 1 (6.67%) Legal
2 1 (6.67%) Retail Banking
Job Titles
1 6 (40.00%) Data Engineer
2 4 (26.67%) Developer
3 3 (20.00%) Big Data Developer
3 3 (20.00%) Hadoop Engineer
4 1 (6.67%) Architect
4 1 (6.67%) AWS DevOps
4 1 (6.67%) AWS DevOps Engineer
4 1 (6.67%) AWS Engineer
4 1 (6.67%) Azure DevOps
4 1 (6.67%) Azure Engineer
4 1 (6.67%) Big Data Architect
4 1 (6.67%) Big Data Consultant
4 1 (6.67%) Consultant
4 1 (6.67%) Data Architect
4 1 (6.67%) Data Consultant
4 1 (6.67%) Data Modeller
4 1 (6.67%) DevOps Engineer
4 1 (6.67%) Senior DevOps
4 1 (6.67%) Senior DevOps Engineer
4 1 (6.67%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 6 (40.00%) .NET
1 6 (40.00%) Kafka
2 5 (33.33%) REST
3 4 (26.67%) J2EE
3 4 (26.67%) JDBC
3 4 (26.67%) JMS
3 4 (26.67%) JNDI
3 4 (26.67%) Spring
3 4 (26.67%) Spring Batch
3 4 (26.67%) Web Services
4 2 (13.33%) XML
5 1 (6.67%) JSON
5 1 (6.67%) LDAP
5 1 (6.67%) OAuth
5 1 (6.67%) SAML
5 1 (6.67%) Spark Streaming
5 1 (6.67%) Spring Integration
Miscellaneous
1 1 (6.67%) Data Centre
Operating Systems
1 1 (6.67%) Linux
Processes & Methodologies
1 12 (80.00%) Agile Software Development
2 7 (46.67%) Analytics
2 7 (46.67%) Data Analytics
2 7 (46.67%) ETL
3 6 (40.00%) Decision-Making
3 6 (40.00%) TDD
4 5 (33.33%) Scrum
5 4 (26.67%) Continuous Delivery
5 4 (26.67%) Continuous Integration
5 4 (26.67%) Microservices
5 4 (26.67%) Re-Platforming
6 3 (20.00%) Business Intelligence
7 2 (13.33%) Data Modelling
7 2 (13.33%) DevOps
7 2 (13.33%) Open Source
7 2 (13.33%) Prototyping
8 1 (6.67%) Data Visualisation
8 1 (6.67%) ITIL V3
8 1 (6.67%) MapReduce
8 1 (6.67%) Visualisation
Programming Languages
1 8 (53.33%) Java
2 7 (46.67%) Python
3 6 (40.00%) JavaScript
3 6 (40.00%) SQL
4 5 (33.33%) PL/SQL
4 5 (33.33%) T-SQL
5 4 (26.67%) Shell Script
6 1 (6.67%) Perl
6 1 (6.67%) PowerShell
6 1 (6.67%) Scala
Quality Assurance & Compliance
1 1 (6.67%) Data Quality
1 1 (6.67%) GDPR
1 1 (6.67%) ISO/IEC 27001
System Software
1 6 (40.00%) HDFS
2 1 (6.67%) Apache ZooKeeper
Systems Management
1 2 (13.33%) Ansible
2 1 (6.67%) Ambari
2 1 (6.67%) Hadoop YARN
2 1 (6.67%) Oozie
2 1 (6.67%) Opscode Chef
2 1 (6.67%) Puppet
2 1 (6.67%) Single Sign-On
2 1 (6.67%) Terraform
Vendors
1 12 (80.00%) Oracle
2 2 (13.33%) Cloudera
2 2 (13.33%) Tableau
3 1 (6.67%) Cognos
3 1 (6.67%) Hortonworks
3 1 (6.67%) Informatica
3 1 (6.67%) Microsoft
3 1 (6.67%) SaltStack