Period
to 23 January 2019

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 23 January 2019 with a comparison to the same period in the previous 2 years.

Apache Hive
England > North West
6 months to
23 Jan 2019
Same period 2018 Same period 2017
Rank 315 340 313
Rank change year-on-year +25 -27 +22
Permanent jobs citing Apache Hive 29 29 51
As % of all permanent IT jobs advertised in the North West 0.27% 0.23% 0.42%
As % of the Database & Business Intelligence category 0.92% 0.70% 1.18%
Number of salaries quoted 23 14 38
North West median annual salary £70,000 £45,000 £57,000
Median salary % change year-on-year +55.56% -21.05% -8.80%
10th Percentile £37,500 £31,625 £31,250
90th Percentile £89,995 £59,500 £59,650
England median annual salary £72,500 £70,000 £65,000
% change year-on-year +3.57% +7.69% -3.70%

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 3,147 4,152 4,320
As % of all permanent IT jobs advertised in the North West 29.70% 32.48% 35.29%
Number of salaries quoted 2,703 3,482 3,771
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £30,000 £27,500 £26,250
90th Percentile £70,000 £62,500 £59,500
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +2.70%

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 23 January 2019.

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 23 January 2019. 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 +3 25 £62,500 +38.89% 5
Lancashire - 3 £89,995 -
Apache Hive
England

For the 6 months to 23 January 2019, 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 25 (86.21%) Hadoop
1 25 (86.21%) Big Data
2 22 (75.86%) Apache Spark
2 22 (75.86%) Python
3 17 (58.62%) Java
4 14 (48.28%) Oracle
5 12 (41.38%) SQL
5 12 (41.38%) Apache Cassandra
5 12 (41.38%) Agile Software Development
5 12 (41.38%) Analytics
6 11 (37.93%) Data Analytics
6 11 (37.93%) ETL
7 10 (34.48%) SQL Server
7 10 (34.48%) C++
7 10 (34.48%) Data Modelling
7 10 (34.48%) Software Engineering
7 10 (34.48%) Open Source
7 10 (34.48%) Kafka
8 9 (31.03%) HBase
8 9 (31.03%) Scala
8 9 (31.03%) Spring
8 9 (31.03%) Apache
8 9 (31.03%) Hibernate
9 8 (27.59%) C
9 8 (27.59%) NoSQL
9 8 (27.59%) Machine Learning
9 8 (27.59%) Hortonworks
9 8 (27.59%) R
9 8 (27.59%) Relational Database
9 8 (27.59%) Data Science

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 22 (75.86%) Apache Spark
2 9 (31.03%) Apache
3 6 (20.69%) Apache Pig
4 4 (13.79%) Elasticsearch
4 4 (13.79%) SAS
Applications
1 3 (10.34%) SPSS
2 2 (6.90%) S-PLUS
2 2 (6.90%) Stata
3 1 (3.45%) Weka
Cloud Services
1 4 (13.79%) GitHub
2 2 (6.90%) Amazon AWS
Communications & Networking
1 2 (6.90%) Firewall
1 2 (6.90%) HTTP
1 2 (6.90%) SSL
1 2 (6.90%) TCP/IP
Database & Business Intelligence
1 25 (86.21%) Big Data
1 25 (86.21%) Hadoop
2 12 (41.38%) Apache Cassandra
3 10 (34.48%) SQL Server
4 9 (31.03%) HBase
5 8 (27.59%) NoSQL
5 8 (27.59%) Relational Database
6 7 (24.14%) MySQL
7 6 (20.69%) MongoDB
8 4 (13.79%) Data Lake
8 4 (13.79%) Data Mining
8 4 (13.79%) DB2
8 4 (13.79%) RDBMS
8 4 (13.79%) Spark SQL
9 1 (3.45%) Impala
9 1 (3.45%) PostgreSQL
9 1 (3.45%) Power BI
Development Applications
1 5 (17.24%) Atlassian Bamboo
1 5 (17.24%) Bitbucket
2 4 (13.79%) EasyMock
3 2 (6.90%) CodeSonar
3 2 (6.90%) Git (software)
3 2 (6.90%) git-flow
3 2 (6.90%) JIRA
3 2 (6.90%) Robot Framework
3 2 (6.90%) Selenium
General
1 7 (24.14%) Finance
2 6 (20.69%) Banking
3 5 (17.24%) Marketing
Job Titles
1 8 (27.59%) Data Scientist
2 6 (20.69%) Developer
2 6 (20.69%) Software Engineer
3 5 (17.24%) Data Engineer
3 5 (17.24%) Java Developer
3 5 (17.24%) Junior
3 5 (17.24%) Junior Developer
3 5 (17.24%) Junior Java Developer
3 5 (17.24%) Principal Developer
3 5 (17.24%) Principal Java Developer
4 4 (13.79%) Big Data Engineer
4 4 (13.79%) Hadoop Engineer
4 4 (13.79%) Head of Digital
5 3 (10.34%) Java Engineer
5 3 (10.34%) Java Software Engineer
6 2 (6.90%) C# Software Engineer
6 2 (6.90%) C++ Software Engineer
6 2 (6.90%) Principal Engineer
6 2 (6.90%) Principal Software Engineer
6 2 (6.90%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 10 (34.48%) Kafka
2 9 (31.03%) Hibernate
2 9 (31.03%) Spring
3 7 (24.14%) Java EE
3 7 (24.14%) LAMP
4 5 (17.24%) Apache Camel
5 4 (13.79%) J2EE
5 4 (13.79%) Natural Language Processing
5 4 (13.79%) Spark Streaming
6 3 (10.34%) NumPy
7 2 (6.90%) .NET
7 2 (6.90%) .NET Framework
7 2 (6.90%) ASP.NET
7 2 (6.90%) Django
7 2 (6.90%) RabbitMQ
7 2 (6.90%) SciPy
7 2 (6.90%) SOAP
7 2 (6.90%) Spring MVC
7 2 (6.90%) STL
7 2 (6.90%) Web Services
Miscellaneous
1 6 (20.69%) Algorithms
2 2 (6.90%) Analytical Skills
Operating Systems
1 7 (24.14%) Linux
2 4 (13.79%) Unix
3 2 (6.90%) Android
3 2 (6.90%) Apple iOS
3 2 (6.90%) Mac OS X
3 2 (6.90%) Windows
Processes & Methodologies
1 12 (41.38%) Agile Software Development
1 12 (41.38%) Analytics
2 11 (37.93%) Data Analytics
2 11 (37.93%) ETL
3 10 (34.48%) Data Modelling
3 10 (34.48%) Open Source
3 10 (34.48%) Software Engineering
4 8 (27.59%) Data Science
4 8 (27.59%) Machine Learning
5 6 (20.69%) Artificial Intelligence
5 6 (20.69%) Big Data Analytics
5 6 (20.69%) Business Intelligence
5 6 (20.69%) Scrum
6 5 (17.24%) Coaching
6 5 (17.24%) Data Engineering
6 5 (17.24%) Deep Learning
6 5 (17.24%) Mathematics
6 5 (17.24%) Mentoring
6 5 (17.24%) Statistics
6 5 (17.24%) TDD
Programming Languages
1 22 (75.86%) Python
2 17 (58.62%) Java
3 12 (41.38%) SQL
4 10 (34.48%) C++
5 9 (31.03%) Scala
6 8 (27.59%) C
6 8 (27.59%) R
7 5 (17.24%) Perl
7 5 (17.24%) Ruby
8 3 (10.34%) C#
8 3 (10.34%) MATLAB
9 2 (6.90%) Bash Shell
9 2 (6.90%) JavaScript
9 2 (6.90%) Objective-C
9 2 (6.90%) PHP
9 2 (6.90%) PowerShell
Qualifications
1 6 (20.69%) Security Cleared
2 5 (17.24%) DV Cleared
2 5 (17.24%) PhD
3 3 (10.34%) Degree
4 2 (6.90%) CCNA
4 2 (6.90%) Cisco Certification
4 2 (6.90%) CISSP
4 2 (6.90%) CompTIA Security+
4 2 (6.90%) GIAC
4 2 (6.90%) Linux+ Certification
4 2 (6.90%) Master's Degree
4 2 (6.90%) MCSE
4 2 (6.90%) Microsoft Certification
4 2 (6.90%) Network+ Certification
4 2 (6.90%) SANS
4 2 (6.90%) SSCP
5 1 (3.45%) Computer Science Degree
Quality Assurance & Compliance
1 1 (3.45%) Data Quality
1 1 (3.45%) QA
System Software
1 2 (6.90%) Docker
1 2 (6.90%) vSphere
Systems Management
1 4 (13.79%) Oozie
2 2 (6.90%) Puppet
2 2 (6.90%) Salt
Vendors
1 14 (48.28%) Oracle
2 8 (27.59%) Hortonworks
3 5 (17.24%) Cloudera
4 4 (13.79%) MapR
4 4 (13.79%) Splunk
4 4 (13.79%) Teradata
5 2 (6.90%) Microsoft
5 2 (6.90%) Tableau
6 1 (3.45%) Informatica
6 1 (3.45%) Talend