Period
to 21 August 2018

The following table provides summary statistics for permanent job vacancies advertised in the North West with a requirement for HBase skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited HBase over the 6 months to 21 August 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
England > North West
6 months to
21 Aug 2018
Same period 2017 Same period 2016
Rank 345 357 349
Rank change year-on-year +12 -8 -1
Permanent jobs citing HBase 10 18 3
As % of all permanent IT jobs advertised in the North West 0.082% 0.14% 0.026%
As % of the Database & Business Intelligence category 0.26% 0.40% 0.081%
Number of salaries quoted 9 15 3
North West median annual salary £60,000 £55,000 £47,500
Median salary % change year-on-year +9.09% +15.79% -5.00%
10th Percentile £41,500 £30,000 £26,350
90th Percentile £60,500 £80,000 £50,750
England median annual salary £70,000 £65,000 £65,000
% change year-on-year +7.69% - -13.33%

HBase 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 3,855 4,546 3,724
As % of all permanent IT jobs advertised in the North West 31.78% 34.56% 32.20%
Number of salaries quoted 3,336 3,857 3,229
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%

HBase
Job Vacancy Trend in the North West

Job postings citing HBase as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for HBase in the North West

HBase
Salary Trend in the North West

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

Salary trend for HBase in the North West

HBase
Salary Histogram in the North West

The salary distribution of IT jobs citing HBase in the North West over the 6 months to 21 August 2018.

Salary histogram for HBase in the North West

HBase
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 HBase within the North West region over the 6 months to 21 August 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
Cheshire -3 6 £60,000 -11.11%
Manchester +25 4 £45,000 +24.14% 2
HBase
England

For the 6 months to 21 August 2018, IT jobs citing HBase 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 HBase.

1 10 (100.00%) Hadoop
2 8 (80.00%) Kafka
2 8 (80.00%) Java
2 8 (80.00%) Agile Software Development
3 7 (70.00%) SQL
3 7 (70.00%) Python
3 7 (70.00%) Cloudera
3 7 (70.00%) Analytical Skills
4 6 (60.00%) Elasticsearch
4 6 (60.00%) Opscode Chef
4 6 (60.00%) Enterprise Software
4 6 (60.00%) Pandas
4 6 (60.00%) Jenkins
4 6 (60.00%) SciPy
4 6 (60.00%) NumPy
4 6 (60.00%) Splunk
4 6 (60.00%) Mathematics
4 6 (60.00%) Degree
4 6 (60.00%) JavaScript
4 6 (60.00%) SQL Server
4 6 (60.00%) TDD
4 6 (60.00%) ETL
4 6 (60.00%) Management Information System
5 5 (50.00%) SAML
5 5 (50.00%) Banking
5 5 (50.00%) Spring
5 5 (50.00%) Maven
5 5 (50.00%) Ant
5 5 (50.00%) JUnit
5 5 (50.00%) Visual Studio

HBase
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 6 (60.00%) Elasticsearch
2 5 (50.00%) Tomcat
3 4 (40.00%) Apache Spark
4 3 (30.00%) Apache Pig
5 1 (10.00%) SAS
Applications
1 5 (50.00%) MS Visio
Cloud Services
1 3 (30.00%) Amazon AWS
2 1 (10.00%) Amazon EMR
2 1 (10.00%) Amazon Kinesis
2 1 (10.00%) Amazon S3
2 1 (10.00%) AWS Lambda
2 1 (10.00%) Google Cloud Platform
2 1 (10.00%) Microsoft Azure
2 1 (10.00%) Serverless
Database & Business Intelligence
1 10 (100.00%) Hadoop
2 6 (60.00%) SQL Server
3 5 (50.00%) Apache Hive
3 5 (50.00%) SQL Server Integration Services
4 4 (40.00%) Big Data
5 2 (20.00%) Apache Cassandra
5 2 (20.00%) Impala
5 2 (20.00%) MongoDB
5 2 (20.00%) NoSQL
5 2 (20.00%) Pentaho
6 1 (10.00%) Amazon Redshift
6 1 (10.00%) Apache Accumulo
6 1 (10.00%) BusinessObjects
6 1 (10.00%) Data Mining
6 1 (10.00%) Data Warehouse
6 1 (10.00%) Enterprise Data Warehouse
6 1 (10.00%) Oracle Database
6 1 (10.00%) RDBMS
6 1 (10.00%) Relational Database
6 1 (10.00%) Sqoop
Development Applications
1 6 (60.00%) Jenkins
2 5 (50.00%) Ant
2 5 (50.00%) CA Release Automation
2 5 (50.00%) Gradle
2 5 (50.00%) IntelliJ
2 5 (50.00%) JIRA
2 5 (50.00%) JUnit
2 5 (50.00%) Maven
2 5 (50.00%) Selenium
2 5 (50.00%) Visual Studio
3 1 (10.00%) ERwin
3 1 (10.00%) Git (software)
General
1 5 (50.00%) Banking
1 5 (50.00%) Investment Banking
2 2 (20.00%) Finance
Job Titles
1 5 (50.00%) Elasticsearch Engineer
1 5 (50.00%) Integration Engineer
1 5 (50.00%) Java Engineer
1 5 (50.00%) JavaScript Engineer
1 5 (50.00%) Python Engineer
2 3 (30.00%) Developer
2 3 (30.00%) Software Integration Engineer
3 2 (20.00%) Big Data Engineer
3 2 (20.00%) Data Engineer
3 2 (20.00%) Elasticsearch Developer
3 2 (20.00%) Integration Developer
3 2 (20.00%) Java Developer
3 2 (20.00%) JavaScript Developer
3 2 (20.00%) Python Developer
3 2 (20.00%) SQL Developer
3 2 (20.00%) SQL Server Developer
4 1 (10.00%) Data Scientist
4 1 (10.00%) Developer/Software Engineer
4 1 (10.00%) Lead Software Developer
4 1 (10.00%) Migration Analyst
Libraries, Frameworks & Software Standards
1 8 (80.00%) Kafka
2 6 (60.00%) NumPy
2 6 (60.00%) Pandas
2 6 (60.00%) SciPy
3 5 (50.00%) AngularJS
3 5 (50.00%) CSS
3 5 (50.00%) Flask
3 5 (50.00%) HTML
3 5 (50.00%) LDAP
3 5 (50.00%) SAML
3 5 (50.00%) scikit-learn
3 5 (50.00%) Spring
4 1 (10.00%) .NET
4 1 (10.00%) D3.js
4 1 (10.00%) jQuery
4 1 (10.00%) Natural Language Processing
4 1 (10.00%) Twitter Bootstrap
4 1 (10.00%) Web Services
Miscellaneous
1 7 (70.00%) Analytical Skills
2 6 (60.00%) Enterprise Software
2 6 (60.00%) Management Information System
3 5 (50.00%) Computer Science
3 5 (50.00%) Cyber Defence
3 5 (50.00%) Self-Motivation
4 1 (10.00%) Algorithms
Operating Systems
1 1 (10.00%) Linux
1 1 (10.00%) Unix
1 1 (10.00%) Windows
Processes & Methodologies
1 8 (80.00%) Agile Software Development
2 6 (60.00%) ETL
2 6 (60.00%) Mathematics
2 6 (60.00%) TDD
3 5 (50.00%) Cybersecurity
3 5 (50.00%) Deployment Automation
3 5 (50.00%) Problem-Solving
3 5 (50.00%) Test Automation
3 5 (50.00%) UML
3 5 (50.00%) Wealth Management
4 2 (20.00%) Analytics
4 2 (20.00%) Data Architecture
4 2 (20.00%) Data Science
4 2 (20.00%) Machine Learning
4 2 (20.00%) MapReduce
4 2 (20.00%) Migration
4 2 (20.00%) Open Source
5 1 (10.00%) Physics
5 1 (10.00%) Scrum
5 1 (10.00%) Stakeholder Management
Programming Languages
1 8 (80.00%) Java
2 7 (70.00%) Python
2 7 (70.00%) SQL
3 6 (60.00%) JavaScript
4 5 (50.00%) Java 8
5 1 (10.00%) C
5 1 (10.00%) C#
5 1 (10.00%) PL/SQL
5 1 (10.00%) R
5 1 (10.00%) Scala
5 1 (10.00%) Shell Script
Qualifications
1 6 (60.00%) Degree
2 5 (50.00%) Computer Science Degree
3 1 (10.00%) DV Cleared
3 1 (10.00%) Master's Degree
3 1 (10.00%) PhD
3 1 (10.00%) Security Cleared
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
1 1 (10.00%) GCP
System Software
1 5 (50.00%) Active Directory
2 3 (30.00%) HDFS
3 1 (10.00%) Apache Flume
3 1 (10.00%) Docker
Systems Management
1 6 (60.00%) Opscode Chef
2 5 (50.00%) Single Sign-On
3 1 (10.00%) Ansible
3 1 (10.00%) Kubernetes
3 1 (10.00%) Puppet
Vendors
1 7 (70.00%) Cloudera
2 6 (60.00%) Splunk
3 5 (50.00%) Microsoft
4 2 (20.00%) Informatica
4 2 (20.00%) Oracle
4 2 (20.00%) Talend
5 1 (10.00%) Atlassian
5 1 (10.00%) CA
5 1 (10.00%) Hortonworks
5 1 (10.00%) Tableau