Period
to 23 November 2017

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

Apache HBase
England > North West
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 365 354 347
Rank change year-on-year -11 -7 +21
Permanent jobs citing HBase 9 4 5
As % of all permanent IT jobs advertised in the North West 0.068% 0.032% 0.039%
As % of the Database & Business Intelligence category 0.21% 0.093% 0.11%
Number of salaries quoted 6 4 3
North West median annual salary £42,500 £37,500 £65,000
Median salary % change year-on-year +13.33% -42.31% -18.75%
England median annual salary £65,000 £70,000 £70,000
% change year-on-year -7.14% - +3.70%

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 4283 4307 4451
As % of all permanent IT jobs advertised in the North West 32.33% 34.44% 34.34%
Number of salaries quoted 3630 3732 3827
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% -

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
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 23 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 -11 8 £42,500 +13.33%
Cheshire - 1 - -
HBase
England

For the 6 months to 23 November 2017, IT jobs citing HBase 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 HBase.

1 9 (100.00%) Hadoop
1 9 (100.00%) Big Data
1 9 (100.00%) Apache Spark
2 8 (88.89%) Apache Hive
3 6 (66.67%) Agile Software Development
3 6 (66.67%) Analytical Skills
4 5 (55.56%) Software Engineering
4 5 (55.56%) Release Management
4 5 (55.56%) Atlassian
4 5 (55.56%) Integration Testing
4 5 (55.56%) DV Cleared
4 5 (55.56%) Security Cleared
4 5 (55.56%) Git (software)
4 5 (55.56%) C
4 5 (55.56%) Oracle
4 5 (55.56%) Windows
4 5 (55.56%) Linux
4 5 (55.56%) Change Management
4 5 (55.56%) Apache Flume
4 5 (55.56%) HDFS
4 5 (55.56%) Impala
4 5 (55.56%) Sqoop
4 5 (55.56%) Apache Accumulo
5 4 (44.44%) Machine Learning
5 4 (44.44%) Apache Cassandra
5 4 (44.44%) NoSQL
5 4 (44.44%) R
5 4 (44.44%) Data Mining
5 4 (44.44%) Python
5 4 (44.44%) Statistics

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 9 (100.00%) Apache Spark
2 3 (33.33%) Apache Pig
2 3 (33.33%) SAS
3 1 (11.11%) Jupyter
Applications
1 3 (33.33%) S-PLUS
1 3 (33.33%) SPSS
1 3 (33.33%) Stata
Cloud Services
1 1 (11.11%) Amazon AWS
Database & Business Intelligence
1 9 (100.00%) Big Data
1 9 (100.00%) Hadoop
2 8 (88.89%) Apache Hive
3 5 (55.56%) Apache Accumulo
3 5 (55.56%) Impala
3 5 (55.56%) Sqoop
4 4 (44.44%) Apache Cassandra
4 4 (44.44%) Data Mining
4 4 (44.44%) NoSQL
5 3 (33.33%) RDBMS
5 3 (33.33%) Relational Database
5 3 (33.33%) SQL Server
6 1 (11.11%) Apache Zeppelin
6 1 (11.11%) MongoDB
6 1 (11.11%) Text Mining
Development Applications
1 5 (55.56%) Git (software)
General
1 1 (11.11%) Banking
1 1 (11.11%) Finance
1 1 (11.11%) Investment Banking
1 1 (11.11%) Law
Job Titles
1 5 (55.56%) Big Data Engineer
1 5 (55.56%) Big Data Software Engineer
1 5 (55.56%) Data Engineer
1 5 (55.56%) Software Engineer
2 4 (44.44%) Data Scientist
3 2 (22.22%) Hadoop Engineer
4 1 (11.11%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 3 (33.33%) Natural Language Processing
Miscellaneous
1 6 (66.67%) Analytical Skills
2 3 (33.33%) Computer Science
3 1 (11.11%) Analytical Mindset
Operating Systems
1 5 (55.56%) Linux
1 5 (55.56%) Windows
Processes & Methodologies
1 6 (66.67%) Agile Software Development
2 5 (55.56%) Change Management
2 5 (55.56%) Integration Testing
2 5 (55.56%) Release Management
2 5 (55.56%) Software Engineering
3 4 (44.44%) Machine Learning
3 4 (44.44%) Statistics
4 3 (33.33%) Analytics
4 3 (33.33%) Cluster Analysis
4 3 (33.33%) Data Analytics
4 3 (33.33%) Mathematics
4 3 (33.33%) Open Source
5 2 (22.22%) Neural Network
6 1 (11.11%) Bayesian Methods
6 1 (11.11%) Data Modelling
6 1 (11.11%) Deep Learning
6 1 (11.11%) Logistic Regression
6 1 (11.11%) Risk Management
6 1 (11.11%) Scrum
6 1 (11.11%) Wealth Management
Programming Languages
1 5 (55.56%) C
2 4 (44.44%) Python
2 4 (44.44%) R
3 3 (33.33%) MATLAB
4 1 (11.11%) Java
4 1 (11.11%) Scala
4 1 (11.11%) SQL
Qualifications
1 5 (55.56%) DV Cleared
1 5 (55.56%) Security Cleared
2 3 (33.33%) Degree
3 1 (11.11%) PhD
System Software
1 5 (55.56%) Apache Flume
1 5 (55.56%) HDFS
Systems Management
1 1 (11.11%) Oozie
Vendors
1 5 (55.56%) Atlassian
1 5 (55.56%) Oracle
2 3 (33.33%) Splunk
3 1 (11.11%) Cloudera