Period
to 24 February 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 24 February 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
England > North West
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 347 354 350
Rank change year-on-year +7 -4 +30
Permanent jobs citing HBase 8 8 5
As % of all permanent IT jobs advertised in the North West 0.063% 0.065% 0.042%
As % of the Database & Business Intelligence category 0.19% 0.19% 0.13%
Number of salaries quoted 5 8 3
North West median annual salary £45,000 £51,250 £65,000
Median salary % change year-on-year -12.20% -21.15% +4.00%
England median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% -3.57%

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 4,193 4,318 3,953
As % of all permanent IT jobs advertised in the North West 33.04% 34.81% 32.88%
Number of salaries quoted 3,533 3,725 3,447
North West median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - +3.90%
10th Percentile £27,500 £26,250 £26,250
90th Percentile £63,750 £60,000 £56,250
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 24 February 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 24 February 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 +15 5 £45,000 -12.20% 1
Cheshire -39 3 - -
HBase
England

For the 6 months to 24 February 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 8 (100.00%) Hadoop
1 8 (100.00%) Apache Spark
2 7 (87.50%) Analytical Skills
2 7 (87.50%) Big Data
2 7 (87.50%) Agile Software Development
3 5 (62.50%) Python
3 5 (62.50%) Apache Hive
3 5 (62.50%) Apache Cassandra
4 4 (50.00%) NoSQL
4 4 (50.00%) R
4 4 (50.00%) Amazon AWS
4 4 (50.00%) MongoDB
4 4 (50.00%) Scala
4 4 (50.00%) Machine Learning
4 4 (50.00%) Cloudera
4 4 (50.00%) Java
4 4 (50.00%) Data Mining
4 4 (50.00%) Scrum
4 4 (50.00%) Neural Network
4 4 (50.00%) Statistics
4 4 (50.00%) HDFS
4 4 (50.00%) Data Science
5 3 (37.50%) Prototyping
5 3 (37.50%) Apache Zeppelin
5 3 (37.50%) Random Forest
5 3 (37.50%) Analytical Mindset
5 3 (37.50%) Impala
5 3 (37.50%) Bayesian Methods
5 3 (37.50%) Oozie
5 3 (37.50%) Jupyter

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 8 (100.00%) Apache Spark
2 3 (37.50%) Jupyter
3 2 (25.00%) Apache Pig
4 1 (12.50%) Elasticsearch
4 1 (12.50%) SAS
Applications
1 1 (12.50%) S-PLUS
1 1 (12.50%) SPSS
1 1 (12.50%) Stata
Cloud Services
1 4 (50.00%) Amazon AWS
2 1 (12.50%) Google Cloud Platform
2 1 (12.50%) Microsoft Azure
Database & Business Intelligence
1 8 (100.00%) Hadoop
2 7 (87.50%) Big Data
3 5 (62.50%) Apache Cassandra
3 5 (62.50%) Apache Hive
4 4 (50.00%) Data Mining
4 4 (50.00%) MongoDB
4 4 (50.00%) NoSQL
5 3 (37.50%) Apache Accumulo
5 3 (37.50%) Apache Zeppelin
5 3 (37.50%) Impala
5 3 (37.50%) Sqoop
5 3 (37.50%) Text Mining
6 1 (12.50%) RDBMS
6 1 (12.50%) Relational Database
6 1 (12.50%) SQL Server
Development Applications
1 3 (37.50%) Git (software)
2 1 (12.50%) Jenkins
General
1 3 (37.50%) Banking
1 3 (37.50%) Finance
1 3 (37.50%) Investment Banking
1 3 (37.50%) Law
Job Titles
1 4 (50.00%) Big Data Engineer
1 4 (50.00%) Data Engineer
1 4 (50.00%) Data Scientist
2 3 (37.50%) Big Data Software Engineer
2 3 (37.50%) Senior Data Scientist
2 3 (37.50%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (12.50%) Kafka
1 1 (12.50%) Natural Language Processing
Miscellaneous
1 7 (87.50%) Analytical Skills
2 3 (37.50%) Analytical Mindset
2 3 (37.50%) Computer Science
Operating Systems
1 3 (37.50%) Linux
1 3 (37.50%) Windows
Processes & Methodologies
1 7 (87.50%) Agile Software Development
2 4 (50.00%) Data Science
2 4 (50.00%) Machine Learning
2 4 (50.00%) Neural Network
2 4 (50.00%) Scrum
2 4 (50.00%) Statistics
3 3 (37.50%) Bayesian Methods
3 3 (37.50%) Change Management
3 3 (37.50%) Data Modelling
3 3 (37.50%) Integration Testing
3 3 (37.50%) Linear Regression
3 3 (37.50%) Logistic Regression
3 3 (37.50%) Prototyping
3 3 (37.50%) Random Forest
3 3 (37.50%) Rapid Prototyping
3 3 (37.50%) Release Management
3 3 (37.50%) Risk Management
3 3 (37.50%) Software Engineering
3 3 (37.50%) Wealth Management
4 2 (25.00%) Analytics
Programming Languages
1 5 (62.50%) Python
2 4 (50.00%) Java
2 4 (50.00%) R
2 4 (50.00%) Scala
3 3 (37.50%) C
3 3 (37.50%) SQL
4 1 (12.50%) MATLAB
Qualifications
1 3 (37.50%) Degree
1 3 (37.50%) DV Cleared
1 3 (37.50%) Security Cleared
2 1 (12.50%) PhD
Quality Assurance & Compliance
1 1 (12.50%) GCP
System Software
1 4 (50.00%) HDFS
2 3 (37.50%) Apache Flume
3 1 (12.50%) Docker
Systems Management
1 3 (37.50%) Oozie
2 1 (12.50%) Ansible
2 1 (12.50%) Kubernetes
2 1 (12.50%) Opscode Chef
2 1 (12.50%) Puppet
Vendors
1 4 (50.00%) Cloudera
2 3 (37.50%) Atlassian
2 3 (37.50%) Oracle
3 1 (12.50%) Hortonworks
3 1 (12.50%) MapR
3 1 (12.50%) Splunk