Period
to 19 November 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for Apache Hive skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Apache Hive over the 6 months to 19 November 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
England > North West
6 months to
19 Nov 2018
Same period 2017 Same period 2016
Rank 318 334 335
Rank change year-on-year +16 +1 +10
Permanent jobs citing Apache Hive 41 36 29
As % of all permanent IT jobs advertised in the North West 0.35% 0.27% 0.23%
As % of the Database & Business Intelligence category 1.17% 0.85% 0.68%
Number of salaries quoted 31 20 26
North West median annual salary £70,000 £50,000 £57,000
Median salary % change year-on-year +40.00% -12.28% +14.00%
10th Percentile £37,500 £31,125 £31,250
90th Percentile £90,750 £70,000 £60,000
England median annual salary £70,000 £67,500 £65,000
% change year-on-year +3.70% +3.85% -

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 permanent job vacancies advertised in the North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Permanent vacancies with a requirement for database or business intelligence skills 3,496 4,253 4,265
As % of all permanent IT jobs advertised in the North West 29.90% 32.40% 34.46%
Number of salaries quoted 3,033 3,607 3,692
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £28,750 £27,500 £26,250
90th Percentile £68,750 £61,250 £58,750
England median annual salary £51,500 £50,000 £47,500
% change year-on-year +3.00% +5.26% +5.56%

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
Salary Trend in the North West

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Apache Hive in the North West.

Salary trend for Apache Hive in the North West

Apache Hive
Salary Histogram in the North West

The salary distribution of IT jobs citing Apache Hive in the North West over the 6 months to 19 November 2018.

Salary histogram for Apache Hive in the North West

Apache Hive
Job Locations in the North West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Apache Hive within the North West region over the 6 months to 19 November 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +26 32 £70,000 +16.67% 5
Cheshire +19 5 £70,000 +55.56%
Lancashire - 3 £89,995 - 1
Apache Hive
England

For the 6 months to 19 November 2018, IT 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 permanent job ads across the North West region with a requirement for Apache Hive.

1 37 (90.24%) Hadoop
1 37 (90.24%) Big Data
2 30 (73.17%) Apache Spark
2 30 (73.17%) Java
3 26 (63.41%) Python
4 19 (46.34%) Agile Software Development
5 18 (43.90%) C++
5 18 (43.90%) Apache Pig
6 17 (41.46%) SQL
6 17 (41.46%) Oracle
7 16 (39.02%) Java EE
8 15 (36.59%) C
9 14 (34.15%) JavaScript
9 14 (34.15%) MySQL
9 14 (34.15%) Linux
9 14 (34.15%) LAMP
9 14 (34.15%) Kafka
9 14 (34.15%) Analytics
10 13 (31.71%) Scrum
10 13 (31.71%) Software Engineering
10 13 (31.71%) Data Modelling
10 13 (31.71%) SQL Server
11 12 (29.27%) C#
11 12 (29.27%) ETL
11 12 (29.27%) Data Analytics
12 11 (26.83%) NoSQL
12 11 (26.83%) REST
13 10 (24.39%) Scala
13 10 (24.39%) Continuous Integration
13 10 (24.39%) Git (software)

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 30 (73.17%) Apache Spark
2 18 (43.90%) Apache Pig
3 9 (21.95%) Apache
4 2 (4.88%) Elasticsearch
5 1 (2.44%) SAS
Cloud Services
1 7 (17.07%) Amazon AWS
2 4 (9.76%) GitHub
3 3 (7.32%) Microsoft Azure
4 2 (4.88%) Amazon EMR
4 2 (4.88%) Amazon S3
4 2 (4.88%) AWS Lambda
4 2 (4.88%) Serverless
5 1 (2.44%) Amazon EC2
5 1 (2.44%) Amazon Kinesis
5 1 (2.44%) Amazon SageMaker
Communications & Networking
1 7 (17.07%) Firewall
1 7 (17.07%) HTTP
1 7 (17.07%) SSL
1 7 (17.07%) TCP/IP
2 2 (4.88%) Internet
Database & Business Intelligence
1 37 (90.24%) Big Data
1 37 (90.24%) Hadoop
2 14 (34.15%) MySQL
3 13 (31.71%) SQL Server
4 11 (26.83%) NoSQL
5 8 (19.51%) Apache Cassandra
5 8 (19.51%) HBase
5 8 (19.51%) MongoDB
6 7 (17.07%) Relational Database
7 5 (12.20%) DB2
8 4 (9.76%) Data Lake
8 4 (9.76%) Spark SQL
9 3 (7.32%) RDBMS
10 2 (4.88%) Amazon Redshift
10 2 (4.88%) Data Mining
10 2 (4.88%) Impala
11 1 (2.44%) Amazon RDS
11 1 (2.44%) PostgreSQL
11 1 (2.44%) Power BI
11 1 (2.44%) Sqoop
Development Applications
1 10 (24.39%) Git (software)
2 9 (21.95%) Atlassian Bamboo
2 9 (21.95%) Bitbucket
3 8 (19.51%) JIRA
3 8 (19.51%) Selenium
4 7 (17.07%) CodeSonar
4 7 (17.07%) git-flow
4 7 (17.07%) Robot Framework
5 2 (4.88%) EasyMock
6 1 (2.44%) Cucumber
6 1 (2.44%) JIRA Agile
6 1 (2.44%) LoadRunner
General
1 7 (17.07%) Banking
1 7 (17.07%) Finance
2 4 (9.76%) Marketing
3 1 (2.44%) Investment Banking
3 1 (2.44%) Law
3 1 (2.44%) Legal
Job Titles
1 10 (24.39%) Developer
1 10 (24.39%) Software Engineer
2 9 (21.95%) Java Developer
3 7 (17.07%) C# Software Engineer
3 7 (17.07%) C++ Software Engineer
3 7 (17.07%) Java Engineer
3 7 (17.07%) Java Software Engineer
3 7 (17.07%) Junior
3 7 (17.07%) Junior Developer
3 7 (17.07%) Junior Java Developer
3 7 (17.07%) Principal Developer
3 7 (17.07%) Principal Java Developer
4 6 (14.63%) Data Engineer
5 5 (12.20%) Architect
5 5 (12.20%) Big Data Engineer
5 5 (12.20%) Data Scientist
6 4 (9.76%) Hadoop Engineer
6 4 (9.76%) Head of Digital
7 3 (7.32%) C# Software Developer
7 3 (7.32%) Principal Software Developer
Libraries, Frameworks & Software Standards
1 16 (39.02%) Java EE
2 14 (34.15%) Kafka
2 14 (34.15%) LAMP
3 11 (26.83%) REST
4 9 (21.95%) Hibernate
4 9 (21.95%) Spring
5 8 (19.51%) Node.js
6 7 (17.07%) .NET
6 7 (17.07%) .NET Framework
6 7 (17.07%) Apache Camel
6 7 (17.07%) ASP.NET
6 7 (17.07%) CSS
6 7 (17.07%) Django
6 7 (17.07%) HTML
6 7 (17.07%) J2EE
6 7 (17.07%) RabbitMQ
6 7 (17.07%) SOAP
6 7 (17.07%) Spring MVC
6 7 (17.07%) STL
7 6 (14.63%) HTML5
Miscellaneous
1 6 (14.63%) Algorithms
2 3 (7.32%) Analytical Skills
3 2 (4.88%) Computer Science
3 2 (4.88%) Internet of Things
4 1 (2.44%) Mainframe
4 1 (2.44%) Marketing Technology
4 1 (2.44%) VSAM
Operating Systems
1 14 (34.15%) Linux
2 7 (17.07%) Android
2 7 (17.07%) Apple iOS
2 7 (17.07%) Mac OS X
2 7 (17.07%) Windows
3 5 (12.20%) Unix
Processes & Methodologies
1 19 (46.34%) Agile Software Development
2 14 (34.15%) Analytics
3 13 (31.71%) Data Modelling
3 13 (31.71%) Scrum
3 13 (31.71%) Software Engineering
4 12 (29.27%) Data Analytics
4 12 (29.27%) ETL
5 10 (24.39%) Continuous Integration
5 10 (24.39%) TDD
6 9 (21.95%) Big Data Analytics
7 8 (19.51%) BDD
7 8 (19.51%) Data Engineering
7 8 (19.51%) Kanban
7 8 (19.51%) Open Source
8 7 (17.07%) API Design
8 7 (17.07%) Cybersecurity
8 7 (17.07%) Multithreading
8 7 (17.07%) Reverse Engineering
8 7 (17.07%) Test Automation
8 7 (17.07%) User Stories
Programming Languages
1 30 (73.17%) Java
2 26 (63.41%) Python
3 18 (43.90%) C++
4 17 (41.46%) SQL
5 15 (36.59%) C
6 14 (34.15%) JavaScript
7 12 (29.27%) C#
8 10 (24.39%) Scala
9 8 (19.51%) Perl
10 7 (17.07%) Bash Shell
10 7 (17.07%) Objective-C
10 7 (17.07%) PHP
10 7 (17.07%) PowerShell
10 7 (17.07%) Ruby
11 6 (14.63%) R
12 1 (2.44%) COBOL
12 1 (2.44%) JCL
12 1 (2.44%) PL/SQL
12 1 (2.44%) REXX
12 1 (2.44%) Shell Script
Qualifications
1 9 (21.95%) DV Cleared
1 9 (21.95%) Security Cleared
2 7 (17.07%) CCNA
2 7 (17.07%) Cisco Certification
2 7 (17.07%) CISSP
2 7 (17.07%) CompTIA Security+
2 7 (17.07%) GIAC
2 7 (17.07%) Linux+ Certification
2 7 (17.07%) MCSE
2 7 (17.07%) Microsoft Certification
2 7 (17.07%) Network+ Certification
2 7 (17.07%) SANS
2 7 (17.07%) SSCP
3 4 (9.76%) Degree
4 3 (7.32%) PhD
5 2 (4.88%) Master's Degree
6 1 (2.44%) Computer Science Degree
Quality Assurance & Compliance
1 1 (2.44%) Data Quality
1 1 (2.44%) QA
System Software
1 7 (17.07%) Docker
1 7 (17.07%) vSphere
2 2 (4.88%) HDFS
Systems Management
1 7 (17.07%) Puppet
1 7 (17.07%) Salt
2 5 (12.20%) Oozie
3 1 (2.44%) CA Endevor
Vendors
1 17 (41.46%) Oracle
2 9 (21.95%) Cloudera
3 8 (19.51%) Hortonworks
4 7 (17.07%) Microsoft
5 6 (14.63%) Talend
6 4 (9.76%) MapR
6 4 (9.76%) Teradata
7 2 (4.88%) Splunk
7 2 (4.88%) Tableau
8 1 (2.44%) Atlassian
8 1 (2.44%) Informatica
8 1 (2.44%) Syncsort