Period
to 20 November 2017

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 20 November 2017 with a comparison to the same period in the previous 2 years.

Apache Hive
England > North West
6 months to
20 Nov 2017
Same period 2016 Same period 2015
Rank 338 336 342
Rank change year-on-year -2 +6 +34
Permanent jobs citing Apache Hive 36 29 24
As % of all permanent IT jobs advertised in the North West 0.27% 0.24% 0.18%
As % of the Database & Business Intelligence category 0.84% 0.69% 0.53%
Number of salaries quoted 20 26 11
North West median annual salary £50,000 £57,000 £50,000
Median salary % change year-on-year -12.28% +14.00% -37.50%
10th Percentile £31,125 £31,250 £35,000
90th Percentile £70,000 £60,000 £65,000
England median annual salary £67,500 £65,000 £65,000
% change year-on-year +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 4291 4230 4489
As % of all permanent IT jobs advertised in the North West 32.38% 34.41% 34.45%
Number of salaries quoted 3641 3663 3855
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +5.26%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £61,250 £58,750 £55,000
England median annual salary £50,000 £47,500 £45,000
% 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 20 November 2017.

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 20 November 2017. 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 -9 27 £60,000 +5.26% 2
Cheshire - 5 £45,000 -
Apache Hive
England

For the 6 months to 20 November 2017, IT jobs citing Apache Hive also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the North West region with a requirement for Apache Hive.

1 32 (88.89%) Hadoop
2 30 (83.33%) Big Data
3 29 (80.56%) Apache Spark
4 24 (66.67%) Analytics
4 24 (66.67%) Python
5 21 (58.33%) Data Analytics
6 18 (50.00%) Agile Software Development
7 16 (44.44%) Java
7 16 (44.44%) Apache Pig
8 14 (38.89%) Visualisation
8 14 (38.89%) DV Cleared
8 14 (38.89%) Security Cleared
8 14 (38.89%) C
8 14 (38.89%) Oracle
8 14 (38.89%) Linux
8 14 (38.89%) Software Engineering
9 13 (36.11%) Ruby
9 13 (36.11%) RDBMS
9 13 (36.11%) Relational Database
10 12 (33.33%) Degree
11 10 (27.78%) R
11 10 (27.78%) Scrum
12 9 (25.00%) VMware
12 9 (25.00%) LAMP
12 9 (25.00%) PKI
12 9 (25.00%) Hibernate
12 9 (25.00%) Spring
12 9 (25.00%) Data Mining
12 9 (25.00%) Middleware
12 9 (25.00%) MySQL

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 29 (80.56%) Apache Spark
2 16 (44.44%) Apache Pig
3 9 (25.00%) Elasticsearch
4 5 (13.89%) SAS
Applications
1 3 (8.33%) S-PLUS
1 3 (8.33%) SPSS
1 3 (8.33%) Stata
Communications & Networking
1 3 (8.33%) Internet
Database & Business Intelligence
1 32 (88.89%) Hadoop
2 30 (83.33%) Big Data
3 13 (36.11%) RDBMS
3 13 (36.11%) Relational Database
4 9 (25.00%) Data Mining
4 9 (25.00%) MongoDB
4 9 (25.00%) MySQL
5 8 (22.22%) HBase
6 6 (16.67%) Impala
7 5 (13.89%) Apache Accumulo
7 5 (13.89%) QlikView
7 5 (13.89%) Sqoop
7 5 (13.89%) Text Mining
8 4 (11.11%) SQL Server
9 3 (8.33%) Apache Cassandra
9 3 (8.33%) NoSQL
10 1 (2.78%) Cloudera CDH
10 1 (2.78%) SQL Server 2008
10 1 (2.78%) SQL Server Integration Services
Development Applications
1 5 (13.89%) Git (software)
2 2 (5.56%) Selenium
2 2 (5.56%) SoapUI
General
1 6 (16.67%) Finance
2 3 (8.33%) Games
3 2 (5.56%) Military
4 1 (2.78%) Automotive
4 1 (2.78%) Retail
Job Titles
1 14 (38.89%) Software Engineer
2 12 (33.33%) Data Scientist
3 7 (19.44%) Lead Software Engineer
4 5 (13.89%) Big Data Engineer
4 5 (13.89%) Big Data Software Engineer
4 5 (13.89%) Data Engineer
5 3 (8.33%) Hadoop Engineer
6 2 (5.56%) Analytics Consultant
6 2 (5.56%) Analytics Manager
6 2 (5.56%) C# Software Engineer
6 2 (5.56%) Data Consultant
6 2 (5.56%) Data Manager
6 2 (5.56%) Java Software Engineer
6 2 (5.56%) Junior C# Software Engineer
6 2 (5.56%) Junior Software Engineer
6 2 (5.56%) Selenium Automation Tester
6 2 (5.56%) Selenium Tester
6 2 (5.56%) Senior C# Software Engineer
6 2 (5.56%) Senior Java Software Engineer
6 2 (5.56%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 9 (25.00%) AngularJS
1 9 (25.00%) Apache Camel
1 9 (25.00%) CSS
1 9 (25.00%) CSS3
1 9 (25.00%) Hibernate
1 9 (25.00%) HTML
1 9 (25.00%) HTML5
1 9 (25.00%) Java EE
1 9 (25.00%) jQuery
1 9 (25.00%) LAMP
1 9 (25.00%) Middleware
1 9 (25.00%) Node.js
1 9 (25.00%) Spring
2 4 (11.11%) Natural Language Processing
3 1 (2.78%) JSON
3 1 (2.78%) Kafka
3 1 (2.78%) RabbitMQ
3 1 (2.78%) SOAP
3 1 (2.78%) XML
Miscellaneous
1 9 (25.00%) PKI
2 6 (16.67%) Analytical Skills
3 3 (8.33%) Computer Science
3 3 (8.33%) Internet of Things
4 2 (5.56%) Mobile App
Operating Systems
1 14 (38.89%) Linux
2 5 (13.89%) Windows
3 1 (2.78%) Unix
Processes & Methodologies
1 24 (66.67%) Analytics
2 21 (58.33%) Data Analytics
3 18 (50.00%) Agile Software Development
4 14 (38.89%) Software Engineering
4 14 (38.89%) Visualisation
5 10 (27.78%) Scrum
6 9 (25.00%) DevOps
6 9 (25.00%) Machine Learning
6 9 (25.00%) SDLC
6 9 (25.00%) Time Management
7 8 (22.22%) Cluster Analysis
8 6 (16.67%) Change Management
8 6 (16.67%) Integration Testing
8 6 (16.67%) Neural Network
9 5 (13.89%) CHAID
9 5 (13.89%) Logistic Regression
9 5 (13.89%) Open Source
9 5 (13.89%) Release Management
9 5 (13.89%) Service Delivery
10 4 (11.11%) Mathematics
Programming Languages
1 24 (66.67%) Python
2 16 (44.44%) Java
3 14 (38.89%) C
4 13 (36.11%) Ruby
5 10 (27.78%) R
6 9 (25.00%) JavaScript
6 9 (25.00%) Perl
7 8 (22.22%) C++
7 8 (22.22%) SQL
8 6 (16.67%) MATLAB
9 5 (13.89%) Scala
10 4 (11.11%) C#
Qualifications
1 14 (38.89%) DV Cleared
1 14 (38.89%) Security Cleared
2 12 (33.33%) Degree
3 9 (25.00%) Numerate Degree
4 2 (5.56%) PhD
Quality Assurance & Compliance
1 1 (2.78%) QA
System Software
1 9 (25.00%) Hyper-V
1 9 (25.00%) VMware Infrastructure
2 7 (19.44%) HDFS
3 5 (13.89%) Apache Flume
Systems Management
1 1 (2.78%) Ambari
1 1 (2.78%) Hadoop YARN
1 1 (2.78%) Oozie
Vendors
1 14 (38.89%) Oracle
2 9 (25.00%) VMware
3 5 (13.89%) Atlassian
3 5 (13.89%) Tableau
4 3 (8.33%) Splunk
5 1 (2.78%) Cloudera