Period
to 13 December 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
England > North West
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 343 361 366
Rank change year-on-year +18 +5 -8
Permanent jobs citing HBase 11 10 3
As % of all permanent IT jobs advertised in the North West 0.097% 0.076% 0.024%
As % of the Database & Business Intelligence category 0.33% 0.23% 0.070%
Number of salaries quoted 11 7 3
North West median annual salary £70,000 £45,000 £30,000
Median salary % change year-on-year +55.56% +50.00% -53.85%
10th Percentile £46,250 £30,750 £24,500
90th Percentile £84,600 £60,500 £48,500
England median annual salary £77,500 £67,500 £70,000
% change year-on-year +14.81% -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 3,360 4,272 4,283
As % of all permanent IT jobs advertised in the North West 29.69% 32.37% 34.61%
Number of salaries quoted 2,907 3,627 3,710
North West median annual salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25% -
10th Percentile £29,000 £27,500 £26,250
90th Percentile £70,000 £62,500 £58,750
England median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +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 13 December 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 13 December 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 9 £70,000 +55.56% 2
Cheshire +25 1 £52,500 -
Lancashire - 1 £65,707 - 1
HBase
England

For the 6 months to 13 December 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 (90.91%) Open Source
1 10 (90.91%) Big Data
2 9 (81.82%) Apache Cassandra
2 9 (81.82%) Agile Software Development
3 8 (72.73%) Java
3 8 (72.73%) Hadoop
3 8 (72.73%) Apache Hive
4 7 (63.64%) Kafka
4 7 (63.64%) Scala
4 7 (63.64%) NoSQL
4 7 (63.64%) Software Engineering
4 7 (63.64%) Apache Spark
5 6 (54.55%) Relational Database
5 6 (54.55%) Data Engineering
5 6 (54.55%) SQL Server
5 6 (54.55%) Python
6 5 (45.45%) Oracle
6 5 (45.45%) Data Modelling
6 5 (45.45%) ETL
6 5 (45.45%) Cloudera
6 5 (45.45%) Mentoring
7 4 (36.36%) HDFS
7 4 (36.36%) Data Lake
7 4 (36.36%) Fraud Detection
7 4 (36.36%) Hortonworks
7 4 (36.36%) Change Data Capture
7 4 (36.36%) MapR
7 4 (36.36%) BDD
7 4 (36.36%) Continuous Integration
7 4 (36.36%) Finance

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 7 (63.64%) Apache Spark
2 3 (27.27%) Apache Pig
2 3 (27.27%) Elasticsearch
2 3 (27.27%) WildFly
Cloud Services
1 3 (27.27%) Amazon AWS
1 3 (27.27%) Cloud Computing
2 1 (9.09%) Amazon EMR
2 1 (9.09%) Amazon Kinesis
2 1 (9.09%) Amazon S3
2 1 (9.09%) AWS Lambda
2 1 (9.09%) Serverless
Database & Business Intelligence
1 10 (90.91%) Big Data
2 9 (81.82%) Apache Cassandra
3 8 (72.73%) Apache Hive
3 8 (72.73%) Hadoop
4 7 (63.64%) NoSQL
5 6 (54.55%) Relational Database
5 6 (54.55%) SQL Server
6 4 (36.36%) Data Lake
6 4 (36.36%) DB2
6 4 (36.36%) PostgreSQL
7 3 (27.27%) Neo4j
8 2 (18.18%) Data Mining
8 2 (18.18%) RDBMS
9 1 (9.09%) Amazon Redshift
9 1 (9.09%) Impala
9 1 (9.09%) MongoDB
Development Applications
1 3 (27.27%) IntelliJ
General
1 4 (36.36%) Banking
1 4 (36.36%) Finance
1 4 (36.36%) Marketing
Job Titles
1 6 (54.55%) Data Engineer
2 5 (45.45%) Big Data Engineer
3 4 (36.36%) Hadoop Engineer
4 2 (18.18%) Data Scientist
4 2 (18.18%) Senior Software Engineer
4 2 (18.18%) Software Engineer
5 1 (9.09%) Developer
5 1 (9.09%) Java Developer
5 1 (9.09%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 7 (63.64%) Kafka
2 4 (36.36%) J2EE
3 3 (27.27%) Grails
3 3 (27.27%) Ruby on Rails
3 3 (27.27%) Spring
3 3 (27.27%) Spring Boot
4 2 (18.18%) Natural Language Processing
4 2 (18.18%) NumPy
4 2 (18.18%) Pandas
4 2 (18.18%) SciPy
4 2 (18.18%) Web Services
Miscellaneous
1 3 (27.27%) Greenfield Project
2 2 (18.18%) Algorithms
Operating Systems
1 3 (27.27%) Linux
1 3 (27.27%) Ubuntu
Processes & Methodologies
1 10 (90.91%) Open Source
2 9 (81.82%) Agile Software Development
3 7 (63.64%) Software Engineering
4 6 (54.55%) Data Engineering
5 5 (45.45%) Data Modelling
5 5 (45.45%) ETL
5 5 (45.45%) Mentoring
6 4 (36.36%) BDD
6 4 (36.36%) Change Data Capture
6 4 (36.36%) Continuous Integration
6 4 (36.36%) Fraud Detection
6 4 (36.36%) Information Management
6 4 (36.36%) TDD
7 3 (27.27%) Microservices
7 3 (27.27%) Open Source Development
8 2 (18.18%) Data Analytics
8 2 (18.18%) Data Science
8 2 (18.18%) Linear Regression
8 2 (18.18%) Machine Learning
8 2 (18.18%) Markov Model
Programming Languages
1 8 (72.73%) Java
2 7 (63.64%) Scala
3 6 (54.55%) Python
4 4 (36.36%) SQL
5 3 (27.27%) Groovy
5 3 (27.27%) Ruby
6 2 (18.18%) R
Qualifications
1 2 (18.18%) Degree
1 2 (18.18%) Master's Degree
1 2 (18.18%) PhD
Quality Assurance & Compliance
1 1 (9.09%) Data Quality
1 1 (9.09%) QA
System Software
1 4 (36.36%) HDFS
2 3 (27.27%) Docker
Systems Management
1 3 (27.27%) Kubernetes
Vendors
1 5 (45.45%) Cloudera
1 5 (45.45%) Oracle
2 4 (36.36%) Hortonworks
2 4 (36.36%) MapR
2 4 (36.36%) Teradata
3 2 (18.18%) Splunk
4 1 (9.09%) Talend