Period
to 19 November 2017

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

Apache HBase
Central London > City of London
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 269 325 356
Rank change year-on-year +56 +31 +61
Permanent jobs citing HBase 53 25 73
As % of all permanent IT jobs advertised in the City of London 0.52% 0.22% 0.42%
As % of the Database & Business Intelligence category 1.67% 0.71% 1.43%
Number of salaries quoted 51 23 56
City of London median annual salary £70,000 £75,000 £75,000
Median salary % change year-on-year -6.67% - +11.11%
10th Percentile £60,000 £55,250 £48,750
90th Percentile £110,000 £105,000 £95,000
Central London median annual salary £70,000 £76,250 £72,500
% change year-on-year -8.20% +5.17% +7.41%

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 3171 3510 5106
As % of all permanent IT jobs advertised in the City of London 31.30% 30.19% 29.70%
Number of salaries quoted 2899 3219 4436
City of London median annual salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.35% - +4.55%
10th Percentile £41,250 £36,250 £36,250
90th Percentile £87,500 £86,250 £85,000
Central London median annual salary £59,500 £55,000 £56,000
% change year-on-year +8.18% -1.79% +1.82%

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 19 November 2017.

Salary histogram for HBase in the City of London

For the 6 months to 19 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 City of London region with a requirement for HBase.

1 47 (88.68%) Java
2 38 (71.70%) Agile Software Development
3 33 (62.26%) NoSQL
4 32 (60.38%) Big Data
5 30 (56.60%) RESTful
5 30 (56.60%) Web Services
6 28 (52.83%) Microservices
7 27 (50.94%) Dropwizard
8 25 (47.17%) Amazon AWS
9 24 (45.28%) Hadoop
10 21 (39.62%) TDD
11 19 (35.85%) MySQL
12 16 (30.19%) Apache Spark
13 15 (28.30%) MongoDB
14 14 (26.42%) Social Network
15 13 (24.53%) Apache Hive
16 12 (22.64%) REST
16 12 (22.64%) Git (software)
17 10 (18.87%) Apache Cassandra
17 10 (18.87%) Scala
17 10 (18.87%) Kafka
18 8 (15.09%) Analytics
18 8 (15.09%) MapReduce
18 8 (15.09%) Apache
18 8 (15.09%) Finance
18 8 (15.09%) Retail
18 8 (15.09%) Mentoring
19 7 (13.21%) HDFS
19 7 (13.21%) Apache Pig
20 6 (11.32%) Degree

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 16 (30.19%) Apache Spark
2 8 (15.09%) Apache
3 7 (13.21%) Apache Pig
4 6 (11.32%) Elasticsearch
5 3 (5.66%) Tomcat
6 2 (3.77%) SAS
7 1 (1.89%) Apache Solr
7 1 (1.89%) Jupyter
7 1 (1.89%) OpenStack
7 1 (1.89%) WebLogic
Applications
1 2 (3.77%) SPSS
Cloud Services
1 25 (47.17%) Amazon AWS
2 2 (3.77%) Amazon EC2
2 2 (3.77%) Amazon EMR
2 2 (3.77%) Azure Machine Learning
2 2 (3.77%) Cloud Computing
2 2 (3.77%) Google Cloud Platform
2 2 (3.77%) Microsoft Azure
Communications & Networking
1 2 (3.77%) HTTP
2 1 (1.89%) Kerberos
2 1 (1.89%) LDAP
2 1 (1.89%) SSL
Database & Business Intelligence
1 33 (62.26%) NoSQL
2 32 (60.38%) Big Data
3 24 (45.28%) Hadoop
4 19 (35.85%) MySQL
5 15 (28.30%) MongoDB
6 13 (24.53%) Apache Hive
7 10 (18.87%) Apache Cassandra
8 5 (9.43%) Sqoop
9 4 (7.55%) QlikView
10 3 (5.66%) Apache Zeppelin
10 3 (5.66%) Data Mining
10 3 (5.66%) Parquet
10 3 (5.66%) Power BI
11 2 (3.77%) BusinessObjects
11 2 (3.77%) Data Lake
11 2 (3.77%) Neo4j
11 2 (3.77%) Spark SQL
11 2 (3.77%) Spotfire
11 2 (3.77%) Triplestore
12 1 (1.89%) MarkLogic
Development Applications
1 12 (22.64%) Git (software)
2 4 (7.55%) Jenkins
3 2 (3.77%) Maven
4 1 (1.89%) Codeship
4 1 (1.89%) Eclipse
4 1 (1.89%) Hudson
4 1 (1.89%) TeamCity
4 1 (1.89%) Travis CI
General
1 8 (15.09%) Finance
1 8 (15.09%) Retail
2 5 (9.43%) Banking
3 2 (3.77%) Marketing
4 1 (1.89%) Investment Banking
Job Titles
1 34 (64.15%) Developer
2 29 (54.72%) Java Developer
3 6 (11.32%) Lead Developer
4 5 (9.43%) Java Software Developer
5 4 (7.55%) Architect
5 4 (7.55%) Senior Manager
6 3 (5.66%) Big Data Architect
6 3 (5.66%) Big Data Developer
6 3 (5.66%) Big Data Engineer
6 3 (5.66%) Data Architect
6 3 (5.66%) Data Engineer
7 2 (3.77%) Analytics Manager
7 2 (3.77%) Big Data Manager
7 2 (3.77%) Big Data Solutions Architect
7 2 (3.77%) Data Analytics Scientist
7 2 (3.77%) E-Commerce Director
7 2 (3.77%) Machine Learning Scientist
7 2 (3.77%) Scala Developer
7 2 (3.77%) Senior Analytics Manager
7 2 (3.77%) Technology Director
Libraries, Frameworks & Software Standards
1 30 (56.60%) RESTful
1 30 (56.60%) Web Services
2 27 (50.94%) Dropwizard
3 12 (22.64%) REST
4 10 (18.87%) Kafka
5 4 (7.55%) Akka
5 4 (7.55%) Spark Streaming
6 3 (5.66%) Apache Avro
6 3 (5.66%) Natural Language Processing
6 3 (5.66%) Spring
7 2 (3.77%) J2EE
8 1 (1.89%) JMS
8 1 (1.89%) JSON
8 1 (1.89%) Matplotlib
8 1 (1.89%) Node.js
8 1 (1.89%) NumPy
8 1 (1.89%) Pandas
8 1 (1.89%) RabbitMQ
8 1 (1.89%) WebSockets
8 1 (1.89%) XML
Miscellaneous
1 14 (26.42%) Social Network
2 4 (7.55%) Analytical Skills
3 3 (5.66%) Algorithms
4 2 (3.77%) Clustering
4 2 (3.77%) Computer Science
4 2 (3.77%) Data Structures
4 2 (3.77%) Taxonomies
4 2 (3.77%) Virtual Team
5 1 (1.89%) Fintech
5 1 (1.89%) Greenfield Project
Operating Systems
1 3 (5.66%) Linux
2 1 (1.89%) AIX
2 1 (1.89%) Unix
Processes & Methodologies
1 38 (71.70%) Agile Software Development
2 28 (52.83%) Microservices
3 21 (39.62%) TDD
4 8 (15.09%) Analytics
4 8 (15.09%) MapReduce
4 8 (15.09%) Mentoring
5 6 (11.32%) Business Intelligence
6 5 (9.43%) Configuration Management
7 4 (7.55%) Artificial Intelligence
7 4 (7.55%) Data Analytics
7 4 (7.55%) Data Architecture
7 4 (7.55%) Machine Learning
7 4 (7.55%) Open Source
8 3 (5.66%) Data Modelling
8 3 (5.66%) Deep Learning
8 3 (5.66%) Software Engineering
9 2 (3.77%) Coaching
9 2 (3.77%) Line Management
9 2 (3.77%) Low Latency
9 2 (3.77%) Master Data Management
Programming Languages
1 47 (88.68%) Java
2 10 (18.87%) Scala
3 5 (9.43%) Python
3 5 (9.43%) R
4 3 (5.66%) C++
4 3 (5.66%) SQL
5 2 (3.77%) C
5 2 (3.77%) Perl
5 2 (3.77%) PHP
6 1 (1.89%) HiveQL
6 1 (1.89%) Kotlin
6 1 (1.89%) MATLAB
Qualifications
1 6 (11.32%) Degree
2 2 (3.77%) PhD
2 2 (3.77%) Security Cleared
3 1 (1.89%) Computer Science Degree
3 1 (1.89%) DV Cleared
3 1 (1.89%) Numerate Degree
3 1 (1.89%) SC Cleared
Quality Assurance & Compliance
1 5 (9.43%) Data Quality
2 2 (3.77%) GDPR
System Software
1 7 (13.21%) HDFS
2 5 (9.43%) Apache Flume
3 3 (5.66%) Docker
4 2 (3.77%) Apache ZooKeeper
Systems Management
1 5 (9.43%) Opscode Chef
2 3 (5.66%) Oozie
2 3 (5.66%) Puppet
3 1 (1.89%) Ansible
3 1 (1.89%) Hadoop YARN
3 1 (1.89%) Kubernetes
3 1 (1.89%) ZABBIX
Vendors
1 3 (5.66%) Google
1 3 (5.66%) Tableau
2 2 (3.77%) IBM
3 1 (1.89%) Oracle
3 1 (1.89%) Splunk