Period
to 21 April 2018

The following table provides summary statistics for contract job vacancies advertised in the North West 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 21 April 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
England > North West
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 197 196 229
Rank change year-on-year -1 +33 -13
Contract jobs citing Apache Hive 18 9 10
As % of all contract IT jobs advertised in the North West 0.31% 0.17% 0.13%
As % of the Database & Business Intelligence category 1.43% 0.71% 0.63%
Number of daily rates quoted 18 6 7
North West median daily rate £575 £350 £450
Median daily rate % change year-on-year +64.29% -22.22% -21.74%
10th Percentile £425 £233 £375
90th Percentile £645 £525 £675
England median daily rate £550 £525 £550
% change year-on-year +4.76% -4.55% +4.76%
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
England median hourly rate £65.00 £29.82 -
% change year-on-year +118.01% - -

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 the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Contract vacancies with a requirement for database or business intelligence skills 1,257 1,261 1,588
As % of all contract IT jobs advertised in the North West 21.79% 23.21% 20.24%
Number of daily rates quoted 886 820 1,013
North West median daily rate £380 £375 £375
Median daily rate % change year-on-year +1.33% - +3.45%
10th Percentile £263 £263 £250
90th Percentile £588 £530 £525
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 21 29 54
North West median hourly rate £49.00 £27.50 £40.00
Median hourly rate % change year-on-year +78.18% -31.25% +14.29%
10th Percentile £15.25 £13.25 £16.25
90th Percentile £66.80 £51.50 £63.70
England median hourly rate £32.50 £29.00 £26.00
% change year-on-year +12.07% +11.54% -13.33%

Apache Hive
Job Vacancy Trend in the North West

Job postings citing Apache Hive as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for Apache Hive in the North West

Apache Hive
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for Apache Hive in the North West

Apache Hive
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing Apache Hive in the North West over the 6 months to 21 April 2018.

Contractor daily rate histogram for Apache Hive in the North West

Apache Hive
Contract Job Locations in the North West

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 North West region over the 6 months to 21 April 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
Manchester -10 9 £538 +128.72% 4
Merseyside +15 3 £625 +4.17%
Cheshire -20 2 £625 +78.57% 1
Lancashire - 1 £610 -
Apache Hive
England

For the 6 months to 21 April 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 North West region with a requirement for Apache Hive.

1 18 (100.00%) Hadoop
2 15 (83.33%) Big Data
3 11 (61.11%) HBase
4 10 (55.56%) Apache Spark
5 9 (50.00%) Data Architecture
6 8 (44.44%) Data Warehouse
6 8 (44.44%) SAS
7 7 (38.89%) Business Intelligence
7 7 (38.89%) Data Modelling
7 7 (38.89%) SQL
7 7 (38.89%) Analytics
8 6 (33.33%) Data Governance
8 6 (33.33%) Amazon AWS
8 6 (33.33%) MongoDB
8 6 (33.33%) Data Security
8 6 (33.33%) Finance
8 6 (33.33%) PostgreSQL
9 5 (27.78%) Data Management
9 5 (27.78%) Data Integration
9 5 (27.78%) Reverse Engineering
9 5 (27.78%) Pentaho
9 5 (27.78%) Management Information System
9 5 (27.78%) BusinessObjects
9 5 (27.78%) CA
9 5 (27.78%) Informatica
9 5 (27.78%) Shell Script
9 5 (27.78%) ERwin
9 5 (27.78%) Oracle
9 5 (27.78%) Unix
9 5 (27.78%) Python

Apache Hive
Co-occurring IT Skills in the North West 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 (55.56%) Apache Spark
2 8 (44.44%) SAS
3 3 (16.67%) Apache Pig
4 1 (5.56%) Apache
4 1 (5.56%) Apache Solr
Cloud Services
1 6 (33.33%) Amazon AWS
2 3 (16.67%) AWS CloudFormation
3 2 (11.11%) Virtual Private Cloud
4 1 (5.56%) Amazon EMR
4 1 (5.56%) Amazon S3
4 1 (5.56%) AWS Lambda
4 1 (5.56%) Google Cloud Platform
4 1 (5.56%) Serverless
Communications & Networking
1 1 (5.56%) DNS
Database & Business Intelligence
1 18 (100.00%) Hadoop
2 15 (83.33%) Big Data
3 11 (61.11%) HBase
4 8 (44.44%) Data Warehouse
5 6 (33.33%) MongoDB
5 6 (33.33%) PostgreSQL
6 5 (27.78%) BusinessObjects
6 5 (27.78%) Enterprise Data Warehouse
6 5 (27.78%) Pentaho
7 4 (22.22%) Data Lake
8 3 (16.67%) Apache Cassandra
9 2 (11.11%) Oracle BI EE
10 1 (5.56%) Amazon DynamoDB
10 1 (5.56%) Amazon Redshift
10 1 (5.56%) Mahout
10 1 (5.56%) Neo4j
10 1 (5.56%) NoSQL
10 1 (5.56%) RDBMS
10 1 (5.56%) Redis
10 1 (5.56%) Relational Database
Development Applications
1 5 (27.78%) ERwin
2 3 (16.67%) Jenkins
3 2 (11.11%) Atlassian Bamboo
3 2 (11.11%) Git (software)
3 2 (11.11%) Hudson
3 2 (11.11%) Subversion
3 2 (11.11%) Team Foundation Server
4 1 (5.56%) GitLab
General
1 6 (33.33%) Finance
2 3 (16.67%) Banking
3 2 (11.11%) Retail
4 1 (5.56%) Pharmaceutical
Job Titles
1 9 (50.00%) Architect
2 8 (44.44%) Data Architect
3 3 (16.67%) Developer
3 3 (16.67%) Lead Architect
4 2 (11.11%) Business Intelligence Architect
4 2 (11.11%) Cloud Developer
4 2 (11.11%) DBA
4 2 (11.11%) Domain Architect
4 2 (11.11%) Lead Data Architect
4 2 (11.11%) Solutions Architect
5 1 (5.56%) Analyst
5 1 (5.56%) Big Data Architect
5 1 (5.56%) Big Data Developer
5 1 (5.56%) Cloud Architect
5 1 (5.56%) Data Analyst
5 1 (5.56%) Data Migration Analyst
5 1 (5.56%) Data Scientist
5 1 (5.56%) Data Warehouse Architect
5 1 (5.56%) DevOps Engineer
5 1 (5.56%) Lead Solutions Architect
Libraries, Frameworks & Software Standards
1 2 (11.11%) AngularJS
1 2 (11.11%) Kafka
1 2 (11.11%) Node.js
1 2 (11.11%) React
2 1 (5.56%) JSON
2 1 (5.56%) Web Services
2 1 (5.56%) YAML
Miscellaneous
1 5 (27.78%) Analytical Skills
1 5 (27.78%) Enterprise Software
1 5 (27.78%) Management Information System
2 1 (5.56%) Computer Science
2 1 (5.56%) Self-Motivation
Operating Systems
1 5 (27.78%) Unix
2 1 (5.56%) CentOS
2 1 (5.56%) Linux
2 1 (5.56%) Red Hat Enterprise Linux
Processes & Methodologies
1 9 (50.00%) Data Architecture
2 7 (38.89%) Analytics
2 7 (38.89%) Business Intelligence
2 7 (38.89%) Data Modelling
3 6 (33.33%) Data Governance
3 6 (33.33%) Data Security
4 5 (27.78%) Data Integration
4 5 (27.78%) Data Management
4 5 (27.78%) Data Strategy
4 5 (27.78%) Data Visualisation
4 5 (27.78%) Metadata Management
4 5 (27.78%) Open Source
4 5 (27.78%) Reverse Engineering
4 5 (27.78%) Visualisation
5 4 (22.22%) Agile Software Development
5 4 (22.22%) Enterprise Architecture
5 4 (22.22%) Information Assurance
5 4 (22.22%) SFIA
5 4 (22.22%) Stakeholder Management
6 3 (16.67%) Performance Management
Programming Languages
1 7 (38.89%) SQL
2 5 (27.78%) Python
2 5 (27.78%) Shell Script
3 4 (22.22%) Java
3 4 (22.22%) Ruby
4 2 (11.11%) JavaScript
4 2 (11.11%) R
5 1 (5.56%) Bash Shell
5 1 (5.56%) Scala
Qualifications
1 1 (5.56%) AWS Certification
1 1 (5.56%) PhD
Quality Assurance & Compliance
1 5 (27.78%) Data Quality
2 4 (22.22%) QA
System Software
1 2 (11.11%) Apache Flume
1 2 (11.11%) Docker
2 1 (5.56%) Active Directory
2 1 (5.56%) Apache ZooKeeper
Systems Management
1 3 (16.67%) Oozie
1 3 (16.67%) Puppet
2 2 (11.11%) Ambari
2 2 (11.11%) Ansible
2 2 (11.11%) Docker Swarm
2 2 (11.11%) Hadoop YARN
2 2 (11.11%) Kubernetes
2 2 (11.11%) Opscode Chef
2 2 (11.11%) Salt
3 1 (5.56%) Terraform
Vendors
1 5 (27.78%) CA
1 5 (27.78%) Informatica
1 5 (27.78%) Oracle
1 5 (27.78%) Tableau
2 3 (16.67%) Cloudera
3 1 (5.56%) Google
3 1 (5.56%) Hortonworks
3 1 (5.56%) MapR
3 1 (5.56%) Red Hat