Period
to 20 July 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 July 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 Jul 2018
Same period 2017 Same period 2016
Rank 197 160 215
Rank change year-on-year -37 +55 -26
Contract jobs citing Apache Hive 16 10 3
As % of all contract IT jobs advertised in Scotland 0.29% 0.24% 0.054%
As % of the Database & Business Intelligence category 1.36% 1.20% 0.25%
Number of daily rates quoted 12 5 1
Scotland median daily rate £450 £350 £700
Median daily rate % change year-on-year +28.57% -50.00% +75.00%
UK median daily rate £550 £500 £550
% change year-on-year +10.00% -9.09% +4.76%
Number of hourly rates quoted 0 0 0
Scotland median hourly rate - - -
UK median hourly rate £31.50 £35.00 -
% change year-on-year -10.00% - -

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 1,177 833 1,222
As % of all contract IT jobs advertised in Scotland 20.98% 19.79% 22.16%
Number of daily rates quoted 685 433 694
Scotland median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -
10th Percentile £281 £264 £263
90th Percentile £538 £500 £500
UK median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +6.25%
Number of hourly rates quoted 6 14 21
Scotland median hourly rate £24.38 £43.39 £36.00
Median hourly rate % change year-on-year -43.82% +20.53% +6.67%
10th Percentile £10.10 £11.30 £9.37
90th Percentile £73.38 £195.00 £43.00
UK median hourly rate £32.50 £31.00 £28.50
% change year-on-year +4.84% +8.77% +14.00%

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
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 July 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 -31 7 £450 +28.57% 5
Glasgow -17 6 £500 - 3
Apache Hive
UK

For the 6 months to 20 July 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 15 (93.75%) Hadoop
2 13 (81.25%) Oracle
3 10 (62.50%) Agile Software Development
3 10 (62.50%) Apache Spark
4 9 (56.25%) Analytics
4 9 (56.25%) Java
5 8 (50.00%) SQL
5 8 (50.00%) Python
5 8 (50.00%) Big Data
6 7 (43.75%) Kafka
6 7 (43.75%) Data Analytics
6 7 (43.75%) Relational Database
6 7 (43.75%) SQL Server
7 6 (37.50%) JavaScript
7 6 (37.50%) PL/SQL
7 6 (37.50%) .NET
7 6 (37.50%) MySQL
7 6 (37.50%) ETL
7 6 (37.50%) RDBMS
7 6 (37.50%) TDD
7 6 (37.50%) Apache Pig
7 6 (37.50%) HBase
7 6 (37.50%) Amazon Athena
7 6 (37.50%) Decision-Making
8 5 (31.25%) HDFS
8 5 (31.25%) NoSQL
8 5 (31.25%) Scrum
9 4 (25.00%) Finance
9 4 (25.00%) Shell Script
9 4 (25.00%) JMS

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 (62.50%) Apache Spark
2 6 (37.50%) Apache Pig
3 4 (25.00%) Tomcat
4 3 (18.75%) SAS
5 2 (12.50%) Apache Solr
6 1 (6.25%) Apache
Applications
1 1 (6.25%) Microsoft Excel
Cloud Services
1 1 (6.25%) Amazon AWS
1 1 (6.25%) Google Analytics
Communications & Networking
1 4 (25.00%) FTP
Database & Business Intelligence
1 15 (93.75%) Hadoop
2 8 (50.00%) Big Data
3 7 (43.75%) Relational Database
3 7 (43.75%) SQL Server
4 6 (37.50%) Amazon Athena
4 6 (37.50%) HBase
4 6 (37.50%) MySQL
4 6 (37.50%) RDBMS
5 5 (31.25%) NoSQL
6 3 (18.75%) Impala
6 3 (18.75%) QlikView
7 2 (12.50%) Data Warehouse
8 1 (6.25%) Apache Cassandra
8 1 (6.25%) Cloudera CDH
8 1 (6.25%) MongoDB
8 1 (6.25%) Parquet
8 1 (6.25%) SQL Server Integration Services
8 1 (6.25%) SQL Server Reporting Services
Development Applications
1 4 (25.00%) Git (software)
1 4 (25.00%) Maven
2 1 (6.25%) JIRA
General
1 4 (25.00%) Finance
2 3 (18.75%) Banking
3 1 (6.25%) Private Banking
3 1 (6.25%) Retail
3 1 (6.25%) Retail Banking
Job Titles
1 6 (37.50%) Data Engineer
2 3 (18.75%) Big Data Developer
2 3 (18.75%) Data Scientist
2 3 (18.75%) Developer
3 2 (12.50%) Hadoop Engineer
4 1 (6.25%) Big Data Consultant
4 1 (6.25%) Consultant
4 1 (6.25%) Data Consultant
4 1 (6.25%) Data Modeller
Libraries, Frameworks & Software Standards
1 7 (43.75%) Kafka
2 6 (37.50%) .NET
3 4 (25.00%) J2EE
3 4 (25.00%) JDBC
3 4 (25.00%) JMS
3 4 (25.00%) JNDI
3 4 (25.00%) REST
3 4 (25.00%) Spring
3 4 (25.00%) Spring Batch
3 4 (25.00%) Web Services
4 1 (6.25%) Akka
4 1 (6.25%) Spring Integration
4 1 (6.25%) TensorFlow
4 1 (6.25%) XML
Miscellaneous
1 2 (12.50%) Computer Science
2 1 (6.25%) Analytical Skills
2 1 (6.25%) Management Information System
Processes & Methodologies
1 10 (62.50%) Agile Software Development
2 9 (56.25%) Analytics
3 7 (43.75%) Data Analytics
4 6 (37.50%) Decision-Making
4 6 (37.50%) ETL
4 6 (37.50%) TDD
5 5 (31.25%) Scrum
6 4 (25.00%) Continuous Delivery
6 4 (25.00%) Continuous Integration
6 4 (25.00%) Microservices
6 4 (25.00%) Re-Platforming
7 3 (18.75%) Data Modelling
7 3 (18.75%) Data Science
8 2 (12.50%) Data Analysis
8 2 (12.50%) Open Source
8 2 (12.50%) Prototyping
8 2 (12.50%) Visualisation
9 1 (6.25%) Customer Acquisition
9 1 (6.25%) Decision Tree
9 1 (6.25%) Forensic Analysis
Programming Languages
1 9 (56.25%) Java
2 8 (50.00%) Python
2 8 (50.00%) SQL
3 6 (37.50%) JavaScript
3 6 (37.50%) PL/SQL
4 4 (25.00%) Shell Script
4 4 (25.00%) T-SQL
5 3 (18.75%) Scala
6 2 (12.50%) R
Qualifications
1 1 (6.25%) Degree
1 1 (6.25%) PhD
System Software
1 5 (31.25%) HDFS
2 1 (6.25%) Apache Flume
2 1 (6.25%) Apache ZooKeeper
Systems Management
1 2 (12.50%) Ambari
2 1 (6.25%) Terraform
Vendors
1 13 (81.25%) Oracle
2 2 (12.50%) Cloudera
3 1 (6.25%) Google
3 1 (6.25%) Hortonworks
3 1 (6.25%) MapR
3 1 (6.25%) Tableau