Period
to 22 July 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 22 July 2018 with a comparison to the same period in the previous 2 years.

Apache Hive
England > North West
6 months to
22 Jul 2018
Same period 2017 Same period 2016
Rank 335 301 336
Rank change year-on-year -34 +35 +11
Permanent jobs citing Apache Hive 33 66 8
As % of all permanent IT jobs advertised in the North West 0.27% 0.50% 0.069%
As % of the Database & Business Intelligence category 0.81% 1.44% 0.22%
Number of salaries quoted 27 43 5
North West median annual salary £50,000 £55,000 £47,500
Median salary % change year-on-year -9.09% +15.79% -2.56%
10th Percentile £37,500 £28,000 £30,700
90th Percentile £78,500 £70,000 £60,000
England median annual salary £70,000 £65,000 £67,500
% change year-on-year +7.69% -3.70% +12.50%

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 4,060 4,576 3,667
As % of all permanent IT jobs advertised in the North West 32.79% 34.65% 31.69%
Number of salaries quoted 3,505 3,902 3,156
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £65,000 £61,250 £57,500
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +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 22 July 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 22 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester +6 28 £50,000 -16.67% 5
Cheshire -36 5 £70,000 +27.27% 1
Apache Hive
England

For the 6 months to 22 July 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 33 (100.00%) Hadoop
2 32 (96.97%) Big Data
3 30 (90.91%) Java
4 28 (84.85%) Apache Pig
5 25 (75.76%) JavaScript
6 23 (69.70%) Apache Spark
7 22 (66.67%) C#
7 22 (66.67%) C++
8 21 (63.64%) Python
8 21 (63.64%) Java EE
9 19 (57.58%) Agile Software Development
10 16 (48.48%) TDD
10 16 (48.48%) CSS
10 16 (48.48%) HTML
10 16 (48.48%) Bash Shell
10 16 (48.48%) Continuous Integration
11 15 (45.45%) HTML5
12 14 (42.42%) Software Engineering
13 13 (39.39%) Security Cleared
14 12 (36.36%) Git (software)
14 12 (36.36%) REST
14 12 (36.36%) Cybersecurity
14 12 (36.36%) C
15 11 (33.33%) Perl
15 11 (33.33%) Linux
15 11 (33.33%) Web Development
15 11 (33.33%) Scrum
15 11 (33.33%) Customer Requirements
15 11 (33.33%) CSS3
15 11 (33.33%) Continuous Improvement

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 28 (84.85%) Apache Pig
2 23 (69.70%) Apache Spark
3 2 (6.06%) Apache
4 1 (3.03%) Elasticsearch
4 1 (3.03%) SAS
Cloud Services
1 7 (21.21%) Amazon AWS
2 4 (12.12%) Microsoft Azure
3 2 (6.06%) Amazon EMR
3 2 (6.06%) Amazon S3
3 2 (6.06%) AWS Lambda
3 2 (6.06%) Serverless
4 1 (3.03%) Amazon EC2
4 1 (3.03%) Amazon Kinesis
4 1 (3.03%) Amazon SageMaker
4 1 (3.03%) Google Cloud Platform
Communications & Networking
1 8 (24.24%) Firewall
1 8 (24.24%) HTTP
1 8 (24.24%) SSL
1 8 (24.24%) TCP/IP
2 2 (6.06%) Internet
Database & Business Intelligence
1 33 (100.00%) Hadoop
2 32 (96.97%) Big Data
3 10 (30.30%) MySQL
4 9 (27.27%) SQL Server
5 6 (18.18%) NoSQL
6 5 (15.15%) HBase
7 4 (12.12%) MongoDB
8 2 (6.06%) Amazon Redshift
8 2 (6.06%) Apache Cassandra
8 2 (6.06%) Impala
8 2 (6.06%) Pentaho
8 2 (6.06%) RDBMS
8 2 (6.06%) Relational Database
8 2 (6.06%) Sqoop
9 1 (3.03%) BusinessObjects
9 1 (3.03%) Data Mining
9 1 (3.03%) Data Warehouse
9 1 (3.03%) DB2
9 1 (3.03%) Oracle OWB
9 1 (3.03%) PostgreSQL
Development Applications
1 12 (36.36%) Git (software)
2 9 (27.27%) JIRA
2 9 (27.27%) Selenium
3 8 (24.24%) Atlassian Bamboo
3 8 (24.24%) Bitbucket
3 8 (24.24%) CodeSonar
3 8 (24.24%) git-flow
3 8 (24.24%) Robot Framework
4 1 (3.03%) Cucumber
4 1 (3.03%) ERwin
4 1 (3.03%) Jenkins
4 1 (3.03%) JIRA Agile
4 1 (3.03%) LoadRunner
General
1 2 (6.06%) Finance
2 1 (3.03%) Banking
2 1 (3.03%) Investment Banking
2 1 (3.03%) Law
2 1 (3.03%) Legal
Job Titles
1 14 (42.42%) Developer
2 11 (33.33%) Java Developer
3 10 (30.30%) Software Engineer
4 8 (24.24%) C# Software Engineer
4 8 (24.24%) C++ Software Engineer
4 8 (24.24%) Java Engineer
4 8 (24.24%) Java Software Engineer
4 8 (24.24%) Lead Developer
5 7 (21.21%) Lead Java Developer
6 5 (15.15%) Architect
6 5 (15.15%) Principal Developer
6 5 (15.15%) Principal Java Developer
7 4 (12.12%) Software Developer
8 3 (9.09%) Solutions Architect
8 3 (9.09%) Technical Developer
8 3 (9.09%) Technical Leader
9 2 (6.06%) C# Software Developer
9 2 (6.06%) Chief Technical Architect
9 2 (6.06%) Data Engineer
9 2 (6.06%) Presales Solution Architect
Libraries, Frameworks & Software Standards
1 21 (63.64%) Java EE
2 16 (48.48%) CSS
2 16 (48.48%) HTML
3 15 (45.45%) HTML5
4 12 (36.36%) REST
5 11 (33.33%) CSS3
6 10 (30.30%) LAMP
7 9 (27.27%) .NET
7 9 (27.27%) Node.js
8 8 (24.24%) .NET Framework
8 8 (24.24%) ASP.NET
8 8 (24.24%) Django
8 8 (24.24%) Kafka
8 8 (24.24%) RabbitMQ
8 8 (24.24%) SOAP
8 8 (24.24%) Spring MVC
8 8 (24.24%) STL
9 5 (15.15%) AngularJS
9 5 (15.15%) JSON
9 5 (15.15%) RESTful
Miscellaneous
1 3 (9.09%) Analytical Skills
2 2 (6.06%) Algorithms
2 2 (6.06%) Internet of Things
3 1 (3.03%) Computer Science
3 1 (3.03%) Enterprise Software
3 1 (3.03%) Mainframe
3 1 (3.03%) Management Information System
3 1 (3.03%) Marketing Technology
3 1 (3.03%) VSAM
Operating Systems
1 11 (33.33%) Linux
2 9 (27.27%) Windows
3 8 (24.24%) Android
3 8 (24.24%) Apple iOS
3 8 (24.24%) Mac OS X
4 2 (6.06%) Unix
Processes & Methodologies
1 19 (57.58%) Agile Software Development
2 16 (48.48%) Continuous Integration
2 16 (48.48%) TDD
3 14 (42.42%) Software Engineering
4 12 (36.36%) Cybersecurity
5 11 (33.33%) Continuous Improvement
5 11 (33.33%) Customer Requirements
5 11 (33.33%) Scrum
5 11 (33.33%) Web Development
6 10 (30.30%) Kanban
7 9 (27.27%) Reverse Engineering
8 8 (24.24%) API Design
8 8 (24.24%) Ethical Hacking
8 8 (24.24%) Multithreading
8 8 (24.24%) Penetration Testing
8 8 (24.24%) Test Automation
8 8 (24.24%) User Stories
9 6 (18.18%) Analytics
10 5 (15.15%) BDD
11 4 (12.12%) Data Analytics
Programming Languages
1 30 (90.91%) Java
2 25 (75.76%) JavaScript
3 22 (66.67%) C#
3 22 (66.67%) C++
4 21 (63.64%) Python
5 16 (48.48%) Bash Shell
6 12 (36.36%) C
7 11 (33.33%) Perl
8 10 (30.30%) Ruby
9 8 (24.24%) Objective-C
9 8 (24.24%) PHP
9 8 (24.24%) PowerShell
9 8 (24.24%) SQL
10 2 (6.06%) PL/SQL
10 2 (6.06%) R
10 2 (6.06%) Scala
10 2 (6.06%) Shell Script
11 1 (3.03%) COBOL
11 1 (3.03%) JCL
11 1 (3.03%) REXX
Qualifications
1 13 (39.39%) Security Cleared
2 9 (27.27%) DV Cleared
3 8 (24.24%) CCNA
3 8 (24.24%) Cisco Certification
3 8 (24.24%) CISSP
3 8 (24.24%) CompTIA Security+
3 8 (24.24%) GIAC
3 8 (24.24%) Linux+ Certification
3 8 (24.24%) MCSE
3 8 (24.24%) Microsoft Certification
3 8 (24.24%) Network+ Certification
3 8 (24.24%) SANS
3 8 (24.24%) SSCP
4 2 (6.06%) Degree
5 1 (3.03%) Master's Degree
5 1 (3.03%) PhD
Quality Assurance & Compliance
1 1 (3.03%) Data Quality
1 1 (3.03%) GCP
System Software
1 9 (27.27%) Docker
2 8 (24.24%) vSphere
3 4 (12.12%) HDFS
4 1 (3.03%) Apache Flume
Systems Management
1 9 (27.27%) Puppet
2 8 (24.24%) Salt
3 1 (3.03%) Ansible
3 1 (3.03%) CA Endevor
3 1 (3.03%) Kubernetes
3 1 (3.03%) Oozie
3 1 (3.03%) Opscode Chef
Vendors
1 8 (24.24%) Microsoft
2 6 (18.18%) Cloudera
2 6 (18.18%) Talend
3 5 (15.15%) Oracle
4 2 (6.06%) Atlassian
4 2 (6.06%) Informatica
5 1 (3.03%) CA
5 1 (3.03%) Hortonworks
5 1 (3.03%) Splunk
5 1 (3.03%) Syncsort
5 1 (3.03%) Tableau