Period
to 16 October 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 16 October 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
England > North West
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 348 358 352
Rank change year-on-year +10 -6 +6
Permanent jobs citing HBase 10 11 3
As % of all permanent IT jobs advertised in the North West 0.085% 0.086% 0.025%
As % of the Database & Business Intelligence category 0.28% 0.25% 0.074%
Number of salaries quoted 10 9 3
North West median annual salary £70,000 £45,000 £47,500
Median salary % change year-on-year +55.56% -5.26% -5.00%
10th Percentile £58,625 £30,000 £26,350
90th Percentile £84,600 £80,000 £52,250
England median annual salary £75,000 £65,000 £67,500
% change year-on-year +15.38% -3.70% -6.90%

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 3,551 4,344 4,058
As % of all permanent IT jobs advertised in the North West 30.18% 33.85% 33.60%
Number of salaries quoted 3,077 3,672 3,504
North West median annual salary £45,000 £41,750 £40,000
Median salary % change year-on-year +7.78% +4.38% -
10th Percentile £28,250 £27,500 £26,250
90th Percentile £67,500 £62,500 £58,750
England median annual salary £50,000 £50,000 £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 16 October 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 16 October 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 -4 7 £76,400 +103.73% 2
Cheshire +4 2 £56,250 -29.69%
Lancashire - 1 £65,707 - 2
HBase
England

For the 6 months to 16 October 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%) Agile Software Development
2 9 (90.00%) Java
3 8 (80.00%) Open Source
3 8 (80.00%) Big Data
4 7 (70.00%) Scala
4 7 (70.00%) Hadoop
4 7 (70.00%) Apache Cassandra
4 7 (70.00%) Software Engineering
5 6 (60.00%) Apache Hive
5 6 (60.00%) ETL
5 6 (60.00%) Cloudera
5 6 (60.00%) Kafka
5 6 (60.00%) Data Engineering
6 5 (50.00%) Mentoring
6 5 (50.00%) Apache Spark
6 5 (50.00%) Python
6 5 (50.00%) SQL
6 5 (50.00%) Oracle
6 5 (50.00%) SQL Server
6 5 (50.00%) TDD
6 5 (50.00%) Banking
6 5 (50.00%) Data Modelling
6 5 (50.00%) NoSQL
7 4 (40.00%) BDD
7 4 (40.00%) Continuous Integration
7 4 (40.00%) Marketing
7 4 (40.00%) Information Management
7 4 (40.00%) Spring
7 4 (40.00%) Finance
7 4 (40.00%) PostgreSQL

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 5 (50.00%) Apache Spark
2 4 (40.00%) Elasticsearch
3 3 (30.00%) WildFly
4 1 (10.00%) Apache Pig
4 1 (10.00%) Tomcat
Applications
1 1 (10.00%) MS Visio
Cloud Services
1 3 (30.00%) Cloud Computing
2 1 (10.00%) 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%) Serverless
Database & Business Intelligence
1 8 (80.00%) Big Data
2 7 (70.00%) Apache Cassandra
2 7 (70.00%) Hadoop
3 6 (60.00%) Apache Hive
4 5 (50.00%) NoSQL
4 5 (50.00%) SQL Server
5 4 (40.00%) Data Lake
5 4 (40.00%) DB2
5 4 (40.00%) PostgreSQL
5 4 (40.00%) Relational Database
6 3 (30.00%) Neo4j
7 1 (10.00%) Amazon Redshift
7 1 (10.00%) Impala
7 1 (10.00%) MongoDB
7 1 (10.00%) SQL Server Integration Services
Development Applications
1 4 (40.00%) IntelliJ
2 1 (10.00%) Ant
2 1 (10.00%) CA Release Automation
2 1 (10.00%) Gradle
2 1 (10.00%) Jenkins
2 1 (10.00%) JIRA
2 1 (10.00%) JUnit
2 1 (10.00%) Maven
2 1 (10.00%) Selenium
2 1 (10.00%) Visual Studio
General
1 5 (50.00%) Banking
2 4 (40.00%) Finance
2 4 (40.00%) Marketing
3 1 (10.00%) Investment Banking
Job Titles
1 6 (60.00%) Data Engineer
2 5 (50.00%) Big Data Engineer
3 4 (40.00%) Hadoop Engineer
4 2 (20.00%) Developer
4 2 (20.00%) Java Developer
4 2 (20.00%) Senior Software Engineer
4 2 (20.00%) Software Engineer
5 1 (10.00%) Elasticsearch Developer
5 1 (10.00%) Elasticsearch Engineer
5 1 (10.00%) Integration Developer
5 1 (10.00%) Integration Engineer
5 1 (10.00%) Java Engineer
5 1 (10.00%) JavaScript Developer
5 1 (10.00%) JavaScript Engineer
5 1 (10.00%) Python Developer
5 1 (10.00%) Python Engineer
5 1 (10.00%) SQL Developer
5 1 (10.00%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 6 (60.00%) Kafka
2 4 (40.00%) J2EE
2 4 (40.00%) Spring
3 3 (30.00%) Grails
3 3 (30.00%) Ruby on Rails
3 3 (30.00%) Spring Boot
4 1 (10.00%) AngularJS
4 1 (10.00%) CSS
4 1 (10.00%) Flask
4 1 (10.00%) HTML
4 1 (10.00%) LDAP
4 1 (10.00%) NumPy
4 1 (10.00%) Pandas
4 1 (10.00%) SAML
4 1 (10.00%) scikit-learn
4 1 (10.00%) SciPy
Miscellaneous
1 3 (30.00%) Greenfield Project
2 1 (10.00%) Analytical Skills
2 1 (10.00%) Computer Science
2 1 (10.00%) Cyber Defence
2 1 (10.00%) Enterprise Software
2 1 (10.00%) Management Information System
2 1 (10.00%) Self-Motivation
Operating Systems
1 3 (30.00%) Linux
1 3 (30.00%) Ubuntu
Processes & Methodologies
1 10 (100.00%) Agile Software Development
2 8 (80.00%) Open Source
3 7 (70.00%) Software Engineering
4 6 (60.00%) Data Engineering
4 6 (60.00%) ETL
5 5 (50.00%) Data Modelling
5 5 (50.00%) Mentoring
5 5 (50.00%) TDD
6 4 (40.00%) BDD
6 4 (40.00%) Change Data Capture
6 4 (40.00%) Continuous Integration
6 4 (40.00%) Fraud Detection
6 4 (40.00%) Information Management
7 3 (30.00%) Microservices
7 3 (30.00%) Open Source Development
8 1 (10.00%) Coaching
8 1 (10.00%) Cybersecurity
8 1 (10.00%) Data Development
8 1 (10.00%) Deployment Automation
8 1 (10.00%) Problem-Solving
Programming Languages
1 9 (90.00%) Java
2 7 (70.00%) Scala
3 5 (50.00%) Python
3 5 (50.00%) SQL
4 3 (30.00%) Groovy
4 3 (30.00%) Ruby
5 1 (10.00%) Java 8
5 1 (10.00%) JavaScript
Qualifications
1 1 (10.00%) Computer Science Degree
1 1 (10.00%) Degree
Quality Assurance & Compliance
1 1 (10.00%) Data Quality
1 1 (10.00%) QA
System Software
1 4 (40.00%) HDFS
2 3 (30.00%) Docker
3 1 (10.00%) Active Directory
Systems Management
1 3 (30.00%) Kubernetes
2 1 (10.00%) Opscode Chef
2 1 (10.00%) Single Sign-On
Vendors
1 6 (60.00%) Cloudera
2 5 (50.00%) Oracle
3 4 (40.00%) Hortonworks
3 4 (40.00%) MapR
3 4 (40.00%) Teradata
4 1 (10.00%) Microsoft
4 1 (10.00%) Splunk
4 1 (10.00%) Talend