Period
to 17 October 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 17 October 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
17 Oct 2018
Same period 2017 Same period 2016
Rank 189 187 212
Rank change year-on-year -2 +25 +19
Contract jobs citing Apache Hive 33 17 16
As % of all contract IT jobs advertised in the North West 0.56% 0.30% 0.22%
As % of the Database & Business Intelligence category 2.65% 1.31% 0.89%
Number of daily rates quoted 27 25 10
North West median daily rate £550 £610 £588
Median daily rate % change year-on-year -9.84% +3.83% +4.44%
10th Percentile £428 £465 £373
90th Percentile £788 £755 £738
England median daily rate £550 £525 £543
% change year-on-year +4.76% -3.23% -0.46%
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
England median hourly rate £45.00 £45.00 -

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 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 1,246 1,293 1,805
As % of all contract IT jobs advertised in the North West 21.04% 23.06% 24.93%
Number of daily rates quoted 852 849 1,180
North West median daily rate £400 £400 £375
Median daily rate % change year-on-year - +6.67% -6.25%
10th Percentile £280 £292 £263
90th Percentile £569 £600 £538
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 23 29 51
North West median hourly rate £35.00 £41.25 £35.00
Median hourly rate % change year-on-year -15.15% +17.86% -5.41%
10th Percentile £9.45 £19.87 £14.43
90th Percentile £53.05 £46.97 £59.31
England median hourly rate £32.48 £30.63 £28.50
% change year-on-year +6.04% +7.46% +3.64%

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 17 October 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 17 October 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 -12 14 £550 +12.82% 3
Lancashire -15 8 £620 +1.64%
Cheshire -5 7 £434 -8.68% 1
Apache Hive
England

For the 6 months to 17 October 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 28 (84.85%) Hadoop
2 24 (72.73%) HBase
2 24 (72.73%) Apache Spark
3 22 (66.67%) Big Data
4 18 (54.55%) SQL
5 13 (39.39%) Java
6 11 (33.33%) MongoDB
7 10 (30.30%) Cloudera
7 10 (30.30%) Kafka
7 10 (30.30%) Unix
8 9 (27.27%) Python
8 9 (27.27%) Oracle
8 9 (27.27%) Tableau
8 9 (27.27%) Open Source
9 8 (24.24%) Shell Script
9 8 (24.24%) Data Warehouse
9 8 (24.24%) Data Modelling
9 8 (24.24%) PostgreSQL
9 8 (24.24%) Impala
10 7 (21.21%) Analytical Skills
10 7 (21.21%) ETL
10 7 (21.21%) Business Intelligence
10 7 (21.21%) NoSQL
10 7 (21.21%) Data Integration
10 7 (21.21%) Data Architecture
10 7 (21.21%) Pentaho
11 6 (18.18%) Scala
11 6 (18.18%) Git (software)
11 6 (18.18%) Amazon AWS
11 6 (18.18%) Apache

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 24 (72.73%) Apache Spark
2 6 (18.18%) Apache
3 5 (15.15%) Apache Pig
3 5 (15.15%) SAS
4 2 (6.06%) Confluence
4 2 (6.06%) Elasticsearch
Business Applications
1 2 (6.06%) Distributed Ledger
2 1 (3.03%) Exstream
Cloud Services
1 6 (18.18%) Amazon AWS
2 3 (9.09%) AWS CloudFormation
2 3 (9.09%) Virtual Private Cloud
3 2 (6.06%) Amazon EC2
3 2 (6.06%) Amazon EMR
3 2 (6.06%) Amazon Kinesis
3 2 (6.06%) Amazon S3
3 2 (6.06%) Slack
Database & Business Intelligence
1 28 (84.85%) Hadoop
2 24 (72.73%) HBase
3 22 (66.67%) Big Data
4 11 (33.33%) MongoDB
5 8 (24.24%) Data Warehouse
5 8 (24.24%) Impala
5 8 (24.24%) PostgreSQL
6 7 (21.21%) NoSQL
6 7 (21.21%) Pentaho
7 5 (15.15%) Apache Cassandra
7 5 (15.15%) BusinessObjects
7 5 (15.15%) Enterprise Data Warehouse
7 5 (15.15%) Relational Database
8 4 (12.12%) Data Lake
8 4 (12.12%) SQL Server
8 4 (12.12%) Sqoop
9 2 (6.06%) Data Mining
9 2 (6.06%) DB2
9 2 (6.06%) MySQL
9 2 (6.06%) QlikView
Development Applications
1 6 (18.18%) Git (software)
2 5 (15.15%) ERwin
3 4 (12.12%) Jenkins
4 3 (9.09%) Atlassian Bamboo
4 3 (9.09%) Hudson
4 3 (9.09%) Subversion
4 3 (9.09%) Team Foundation Server
5 2 (6.06%) Artifactory
5 2 (6.06%) Cucumber
5 2 (6.06%) JIRA
6 1 (3.03%) SonarQube
General
1 6 (18.18%) Finance
2 3 (9.09%) Banking
3 1 (3.03%) Retail
Job Titles
1 13 (39.39%) Developer
2 9 (27.27%) Architect
3 6 (18.18%) Data Engineer
4 5 (15.15%) Big Data Developer
4 5 (15.15%) Cloud Architect
4 5 (15.15%) Lead Architect
5 4 (12.12%) Big Data Engineer
5 4 (12.12%) Data Architect
6 3 (9.09%) Apache Spark Developer
6 3 (9.09%) Cloud Developer
6 3 (9.09%) DevOps Developer
6 3 (9.09%) ETL Developer
6 3 (9.09%) Hadoop Developer
6 3 (9.09%) Hadoop Engineer
6 3 (9.09%) Java Developer
7 2 (6.06%) Data Scientist
7 2 (6.06%) Java Engineer
7 2 (6.06%) Java Hadoop Developer
7 2 (6.06%) Lead Data Architect
7 2 (6.06%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (30.30%) Kafka
2 5 (15.15%) Node.js
3 4 (12.12%) Spark Streaming
4 3 (9.09%) AngularJS
4 3 (9.09%) React
5 2 (6.06%) ActiveMQ
5 2 (6.06%) J2EE
5 2 (6.06%) Pandas
5 2 (6.06%) RabbitMQ
5 2 (6.06%) REST
5 2 (6.06%) scikit-learn
5 2 (6.06%) Spring
5 2 (6.06%) Spring Batch
5 2 (6.06%) Spring Boot
5 2 (6.06%) Spring Security
5 2 (6.06%) Web Services
6 1 (3.03%) Natural Language Processing
6 1 (3.03%) XGBoost
Miscellaneous
1 7 (21.21%) Analytical Skills
2 5 (15.15%) Management Information System
3 3 (9.09%) Enterprise Software
3 3 (9.09%) Self-Motivation
4 2 (6.06%) Data Structures
5 1 (3.03%) Computer Science
Operating Systems
1 10 (30.30%) Unix
2 2 (6.06%) Linux
Processes & Methodologies
1 9 (27.27%) Open Source
2 8 (24.24%) Data Modelling
3 7 (21.21%) Business Intelligence
3 7 (21.21%) Data Architecture
3 7 (21.21%) Data Integration
3 7 (21.21%) ETL
4 6 (18.18%) SFIA
5 5 (15.15%) Agile Software Development
5 5 (15.15%) Analytics
5 5 (15.15%) Continuous Integration
5 5 (15.15%) Data Management
5 5 (15.15%) Data Security
5 5 (15.15%) Data Strategy
5 5 (15.15%) Data Visualisation
5 5 (15.15%) DevOps
5 5 (15.15%) Metadata Management
5 5 (15.15%) Reverse Engineering
5 5 (15.15%) Stakeholder Management
5 5 (15.15%) Test Automation
5 5 (15.15%) Visualisation
Programming Languages
1 18 (54.55%) SQL
2 13 (39.39%) Java
3 9 (27.27%) Python
4 8 (24.24%) Shell Script
5 6 (18.18%) Scala
6 5 (15.15%) JavaScript
7 3 (9.09%) Ruby
8 1 (3.03%) Java 8
8 1 (3.03%) PL/SQL
Qualifications
1 3 (9.09%) AWS Certification
2 1 (3.03%) Degree
2 1 (3.03%) PhD
2 1 (3.03%) Security Cleared
Quality Assurance & Compliance
1 5 (15.15%) Data Quality
2 4 (12.12%) QA
System Software
1 5 (15.15%) HDFS
2 3 (9.09%) Docker
Systems Management
1 5 (15.15%) Puppet
2 4 (12.12%) Terraform
3 3 (9.09%) Ansible
3 3 (9.09%) Docker Swarm
3 3 (9.09%) Kubernetes
3 3 (9.09%) Opscode Chef
3 3 (9.09%) Salt
4 2 (6.06%) Grafana
4 2 (6.06%) Graylog
5 1 (3.03%) Hadoop YARN
5 1 (3.03%) Oozie
Vendors
1 10 (30.30%) Cloudera
2 9 (27.27%) Oracle
2 9 (27.27%) Tableau
3 6 (18.18%) Informatica
4 5 (15.15%) CA
5 4 (12.12%) Hortonworks
5 4 (12.12%) Teradata
6 2 (6.06%) Ab Initio
6 2 (6.06%) Actuate
6 2 (6.06%) Cognos
6 2 (6.06%) MapR
7 1 (3.03%) OpenText