Period
to 16 July 2018

The following table provides summary statistics for permanent job vacancies advertised in the City of London 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 July 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
Central London > City of London
6 months to
16 Jul 2018
Same period 2017 Same period 2016
Rank 311 306 329
Rank change year-on-year -5 +23 +87
Permanent jobs citing HBase 40 35 53
As % of all permanent IT jobs advertised in the City of London 0.36% 0.34% 0.39%
As % of the Database & Business Intelligence category 1.13% 1.06% 1.39%
Number of salaries quoted 38 33 33
City of London median annual salary £71,500 £70,000 £85,000
Median salary % change year-on-year +2.14% -17.65% +13.33%
10th Percentile £58,375 £55,500 £48,500
90th Percentile £118,750 £102,500 £105,000
Central London median annual salary £71,500 £70,000 £80,000
% change year-on-year +2.14% -12.50% +10.34%

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 City of London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
City of London
Permanent vacancies with a requirement for database or business intelligence skills 3,554 3,288 3,825
As % of all permanent IT jobs advertised in the City of London 31.58% 31.89% 28.14%
Number of salaries quoted 3,220 2,954 3,436
City of London median annual salary £65,000 £60,000 £55,000
Median salary % change year-on-year +8.33% +9.09% -
10th Percentile £40,000 £37,500 £36,250
90th Percentile £91,375 £87,500 £83,750
Central London median annual salary £62,500 £60,000 £55,000
% change year-on-year +4.17% +9.09% -

HBase
Job Vacancy Trend in the City of London

Job postings citing HBase as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for HBase in the City of London

HBase
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing HBase in the City of London.

Salary trend for HBase in the City of London

HBase
Salary Histogram in the City of London

The salary distribution of IT jobs citing HBase in the City of London over the 6 months to 16 July 2018.

Salary histogram for HBase in the City of London

For the 6 months to 16 July 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 City of London region with a requirement for HBase.

1 32 (80.00%) Big Data
2 31 (77.50%) NoSQL
2 31 (77.50%) Hadoop
2 31 (77.50%) Java
3 28 (70.00%) Amazon AWS
4 23 (57.50%) Kafka
5 22 (55.00%) Machine Learning
5 22 (55.00%) Apache Cassandra
5 22 (55.00%) Apache Spark
6 20 (50.00%) ETL
7 19 (47.50%) Python
7 19 (47.50%) Apache Hive
8 17 (42.50%) Agile Software Development
9 16 (40.00%) Analytics
10 14 (35.00%) Data Warehouse
10 14 (35.00%) Data Science
11 13 (32.50%) Scala
12 12 (30.00%) MapR
12 12 (30.00%) Cloudera
12 12 (30.00%) Microservices
13 11 (27.50%) Hortonworks
13 11 (27.50%) Open Source
14 10 (25.00%) SQL
15 9 (22.50%) MySQL
15 9 (22.50%) TDD
15 9 (22.50%) Cryptography
15 9 (22.50%) Artificial Intelligence
15 9 (22.50%) Hadoop YARN
15 9 (22.50%) Java 8
16 8 (20.00%) Dropwizard

HBase
Co-occurring IT Skills in the City of London 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 22 (55.00%) Apache Spark
2 6 (15.00%) Apache
2 6 (15.00%) Apache Pig
3 3 (7.50%) Apache Solr
4 2 (5.00%) Elasticsearch
5 1 (2.50%) Confluence
Applications
1 2 (5.00%) Microsoft Excel
2 1 (2.50%) Microsoft Office
2 1 (2.50%) Microsoft PowerPoint
2 1 (2.50%) MS Visio
Cloud Services
1 28 (70.00%) Amazon AWS
2 8 (20.00%) Microsoft Azure
3 7 (17.50%) Amazon EMR
3 7 (17.50%) Google Cloud Platform
4 6 (15.00%) Amazon Kinesis
5 1 (2.50%) Azure Data Factory
5 1 (2.50%) CloudBees
5 1 (2.50%) PaaS
Database & Business Intelligence
1 32 (80.00%) Big Data
2 31 (77.50%) Hadoop
2 31 (77.50%) NoSQL
3 22 (55.00%) Apache Cassandra
4 19 (47.50%) Apache Hive
5 14 (35.00%) Data Warehouse
6 9 (22.50%) MySQL
7 8 (20.00%) MongoDB
8 7 (17.50%) Impala
8 7 (17.50%) SQL Server Analysis Services
9 6 (15.00%) Amazon Redshift
9 6 (15.00%) OLAP
9 6 (15.00%) Sqoop
9 6 (15.00%) Star Schema
10 5 (12.50%) Amazon Athena
10 5 (12.50%) Data Lake
10 5 (12.50%) Data Mining
10 5 (12.50%) Oracle OLAP
10 5 (12.50%) Power BI
10 5 (12.50%) SQL Server
Development Applications
1 2 (5.00%) GitLab
1 2 (5.00%) RStudio
1 2 (5.00%) Travis CI
2 1 (2.50%) Jenkins
2 1 (2.50%) JIRA
2 1 (2.50%) Selenium
2 1 (2.50%) SonarQube
General
1 3 (7.50%) Finance
2 1 (2.50%) Banking
2 1 (2.50%) Law
Job Titles
1 16 (40.00%) Developer
2 14 (35.00%) Data Engineer
3 9 (22.50%) Big Data Engineer
4 7 (17.50%) Java Developer
5 5 (12.50%) Big Data Developer
5 5 (12.50%) Big Data Software Engineer
5 5 (12.50%) Business Intelligence Developer
5 5 (12.50%) Software Engineer
6 4 (10.00%) Architect
6 4 (10.00%) Big Data Architect
6 4 (10.00%) Data Architect
7 3 (7.50%) Big Data Consultant
7 3 (7.50%) Consultant
7 3 (7.50%) Data Consultant
7 3 (7.50%) Hadoop Developer
8 2 (5.00%) Apache Spark Developer
8 2 (5.00%) Java Team Leader
8 2 (5.00%) Team Leader
9 1 (2.50%) Data Manager
9 1 (2.50%) ETL Developer
Libraries, Frameworks & Software Standards
1 23 (57.50%) Kafka
2 8 (20.00%) Dropwizard
2 8 (20.00%) RESTful
2 8 (20.00%) Web Services
3 5 (12.50%) Elastic Stack
4 4 (10.00%) Spark Streaming
5 2 (5.00%) Akka
5 2 (5.00%) PySpark
5 2 (5.00%) YAML
6 1 (2.50%) MDX
6 1 (2.50%) Memcached
6 1 (2.50%) MLlib
6 1 (2.50%) SparkR
Miscellaneous
1 5 (12.50%) Algorithms
1 5 (12.50%) Tandem
2 4 (10.00%) Analytical Skills
2 4 (10.00%) Virtual Team
3 3 (7.50%) FMCG
4 1 (2.50%) Fintech
4 1 (2.50%) Greenfield Project
4 1 (2.50%) Hybrid Cloud
4 1 (2.50%) Social Media
Operating Systems
1 7 (17.50%) Linux
2 1 (2.50%) Unix
2 1 (2.50%) Windows
2 1 (2.50%) Windows Server
Processes & Methodologies
1 22 (55.00%) Machine Learning
2 20 (50.00%) ETL
3 17 (42.50%) Agile Software Development
4 16 (40.00%) Analytics
5 14 (35.00%) Data Science
6 12 (30.00%) Microservices
7 11 (27.50%) Open Source
8 9 (22.50%) Artificial Intelligence
8 9 (22.50%) Cryptography
8 9 (22.50%) TDD
9 8 (20.00%) Software Engineering
10 7 (17.50%) Data Engineering
10 7 (17.50%) DevOps
10 7 (17.50%) Scrum
11 6 (15.00%) Business Intelligence
11 6 (15.00%) Data Analysis
11 6 (15.00%) Data Analytics
11 6 (15.00%) Data Development
11 6 (15.00%) Functional Programming
11 6 (15.00%) Kimball Methodology
Programming Languages
1 31 (77.50%) Java
2 19 (47.50%) Python
3 13 (32.50%) Scala
4 10 (25.00%) SQL
5 9 (22.50%) Java 8
6 3 (7.50%) Bash Shell
6 3 (7.50%) R
7 1 (2.50%) C
7 1 (2.50%) PowerShell
7 1 (2.50%) VBA
Qualifications
1 5 (12.50%) Degree
2 3 (7.50%) MBA
3 1 (2.50%) DV Cleared
3 1 (2.50%) Security Cleared
Quality Assurance & Compliance
1 4 (10.00%) Data Quality
2 3 (7.50%) GCP
System Software
1 7 (17.50%) Apache Flume
1 7 (17.50%) HDFS
2 5 (12.50%) Docker
3 2 (5.00%) Apache ZooKeeper
4 1 (2.50%) Virtual Machines
4 1 (2.50%) VMware Infrastructure
4 1 (2.50%) vSphere
Systems Management
1 9 (22.50%) Hadoop YARN
2 7 (17.50%) Mesos
2 7 (17.50%) Oozie
3 4 (10.00%) Kubernetes
4 3 (7.50%) Prometheus
5 2 (5.00%) Ansible
5 2 (5.00%) Docker Swarm
6 1 (2.50%) Check_MK
6 1 (2.50%) Grafana
6 1 (2.50%) Kibana
6 1 (2.50%) logstash
6 1 (2.50%) Nagios
6 1 (2.50%) Puppet
6 1 (2.50%) Rsyslog
Vendors
1 12 (30.00%) Cloudera
1 12 (30.00%) MapR
2 11 (27.50%) Hortonworks
3 6 (15.00%) Google
4 5 (12.50%) Oracle
5 2 (5.00%) Atlassian
5 2 (5.00%) Tableau
6 1 (2.50%) Databricks
6 1 (2.50%) Informatica
6 1 (2.50%) Microsoft
6 1 (2.50%) Talend
6 1 (2.50%) VMware