Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Apache HBase
England > London
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 529 506 509
Rank change year-on-year -23 +3 +128
Permanent jobs citing HBase 334 353 444
As % of all permanent IT jobs advertised in London 0.44% 0.46% 0.51%
As % of the Database & Business Intelligence category 1.50% 1.57% 1.65%
Number of salaries quoted 283 295 349
London median annual salary £70,000 £72,500 £72,500
Median salary % change year-on-year -3.45% - +3.57%
10th Percentile £45,000 £48,750 £48,750
90th Percentile £105,600 £105,000 £95,250
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 London with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
London
Permanent vacancies with a requirement for database or business intelligence skills 22203 22456 26872
As % of all permanent IT jobs advertised in London 29.46% 29.47% 30.57%
Number of salaries quoted 17807 19562 22722
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.76%
10th Percentile £36,250 £35,000 £35,000
90th Percentile £88,750 £87,500 £85,000
England median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

HBase
Job Vacancy Trend in London

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

Job vacancy trend for HBase in London

HBase
Salary Trend in London

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

Salary trend for HBase in London

HBase
Salary Histogram in London

The salary distribution of IT jobs citing HBase in London over the 6 months to 22 November 2017.

Salary histogram for HBase in London

HBase
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing HBase within the London region over the 6 months to 22 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
Central London +50 64 £70,000 -8.20% 8
West London +1 27 £57,500 +6.98% 2
East London -6 7 £110,000 +62.96% 1
South London - 6 £82,500 - 1
North London +2 2 £95,000 +72.73%
HBase
England

For the 6 months to 22 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 London region with a requirement for HBase.

1 264 (79.04%) Java
2 255 (76.35%) Hadoop
3 236 (70.66%) Big Data
4 207 (61.98%) Apache Spark
5 153 (45.81%) Agile Software Development
6 149 (44.61%) Python
7 148 (44.31%) Apache Hive
8 138 (41.32%) NoSQL
9 127 (38.02%) Apache Cassandra
10 124 (37.13%) Scala
11 121 (36.23%) MongoDB
12 113 (33.83%) Kafka
13 107 (32.04%) Linux
14 105 (31.44%) SQL
15 102 (30.54%) Web Services
16 87 (26.05%) Analytics
17 84 (25.15%) Apache
18 83 (24.85%) Amazon AWS
19 76 (22.75%) Finance
20 75 (22.46%) MapReduce
21 74 (22.16%) Degree
22 72 (21.56%) REST
23 69 (20.66%) Git (software)
24 67 (20.06%) Microservices
24 67 (20.06%) HDFS
25 66 (19.76%) Spring
26 65 (19.46%) Business Intelligence
27 62 (18.56%) Open Source
28 60 (17.96%) Apache Flume
28 60 (17.96%) Computer Science

HBase
Co-occurring IT Skills in 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
1 207 (61.98%) Apache Spark
2 84 (25.15%) Apache
3 50 (14.97%) Apache Pig
3 50 (14.97%) Elasticsearch
4 37 (11.08%) Tomcat
5 34 (10.18%) SAS
6 26 (7.78%) Apache Solr
7 16 (4.79%) Apache Airflow
7 16 (4.79%) Jetty
8 9 (2.69%) Confluence
9 5 (1.50%) GeoServer
10 4 (1.20%) OpenStack
10 4 (1.20%) Oracle Coherence
11 3 (0.90%) Jupyter
12 2 (0.60%) JBoss
13 1 (0.30%) CMS
13 1 (0.30%) nginx
13 1 (0.30%) WebLogic
Applications
1 6 (1.80%) SPSS
2 2 (0.60%) Microsoft Excel
Cloud Services
1 83 (24.85%) Amazon AWS
2 34 (10.18%) Google Cloud Platform
3 23 (6.89%) Microsoft Azure
3 23 (6.89%) SaaS
4 14 (4.19%) Amazon EMR
5 11 (3.29%) Amazon EC2
6 9 (2.69%) Cloud Computing
7 6 (1.80%) Amazon Kinesis
7 6 (1.80%) Amazon S3
8 5 (1.50%) Azure Data Factory
8 5 (1.50%) Azure Machine Learning
8 5 (1.50%) IaaS
9 4 (1.20%) AWS Lambda
9 4 (1.20%) Cortana Intelligence Suite
9 4 (1.20%) Serverless
10 3 (0.90%) AWS CloudFormation
10 3 (0.90%) Loggly
10 3 (0.90%) Sumo Logic
11 2 (0.60%) PaaS
11 2 (0.60%) Virtual Private Cloud
Communications & Networking
1 18 (5.39%) Kerberos
2 17 (5.09%) TCP/IP
3 16 (4.79%) SMPP
4 11 (3.29%) Internet
5 6 (1.80%) HTTP
6 5 (1.50%) LDAP
7 3 (0.90%) DNS
8 2 (0.60%) SSL
9 1 (0.30%) Firewall
9 1 (0.30%) Network Security
Database & Business Intelligence
1 255 (76.35%) Hadoop
2 236 (70.66%) Big Data
3 148 (44.31%) Apache Hive
4 138 (41.32%) NoSQL
5 127 (38.02%) Apache Cassandra
6 121 (36.23%) MongoDB
7 55 (16.47%) MySQL
8 45 (13.47%) Relational Database
9 44 (13.17%) Impala
10 39 (11.68%) Data Warehouse
11 36 (10.78%) RDBMS
12 35 (10.48%) Sqoop
13 29 (8.68%) Redis
14 27 (8.08%) SQL Server
15 21 (6.29%) Power BI
16 19 (5.69%) Flink
17 17 (5.09%) PostgreSQL
18 15 (4.49%) Amazon DynamoDB
18 15 (4.49%) Data Mining
18 15 (4.49%) Neo4j
Development Applications
1 69 (20.66%) Git (software)
2 45 (13.47%) Jenkins
3 35 (10.48%) Maven
4 32 (9.58%) JIRA
5 27 (8.08%) JUnit
6 23 (6.89%) TestNG
7 20 (5.99%) Hamcrest
7 20 (5.99%) jMock
8 13 (3.89%) Cucumber
9 11 (3.29%) Atlassian Bamboo
10 9 (2.69%) Gerrit
10 9 (2.69%) Gradle
11 8 (2.40%) Talend Open Studio
12 7 (2.10%) Mockito
12 7 (2.10%) Vagrant
13 5 (1.50%) Selenium
14 4 (1.20%) Artifactory
14 4 (1.20%) JMeter
14 4 (1.20%) SoapUI
15 3 (0.90%) Grunt
General
1 76 (22.75%) Finance
2 24 (7.19%) Banking
3 22 (6.59%) Retail
4 16 (4.79%) Telecoms
5 15 (4.49%) Games
6 9 (2.69%) Front Office
6 9 (2.69%) Marketing
7 8 (2.40%) Investment Banking
8 6 (1.80%) Electronics
8 6 (1.80%) Manufacturing
9 5 (1.50%) Legal
10 2 (0.60%) Advertising
10 2 (0.60%) Pharmaceutical
11 1 (0.30%) Automotive
11 1 (0.30%) iGaming
Job Titles
1 161 (48.20%) Developer
2 100 (29.94%) Java Developer
3 59 (17.66%) Data Engineer
4 50 (14.97%) Big Data Developer
5 49 (14.67%) Big Data Engineer
6 40 (11.98%) Architect
7 38 (11.38%) Data Architect
8 29 (8.68%) Big Data Architect
9 20 (5.99%) Java Engineer
9 20 (5.99%) Lead Developer
9 20 (5.99%) NoSQL Developer
10 19 (5.69%) Hadoop Engineer
11 14 (4.19%) Data Scientist
11 14 (4.19%) Java Software Developer
11 14 (4.19%) Linux Developer
12 13 (3.89%) Scala Developer
12 13 (3.89%) Senior Developer
13 12 (3.59%) Hadoop Developer
14 11 (3.29%) Technical Leader
15 10 (2.99%) Lead Java Developer
Libraries, Frameworks & Software Standards
1 113 (33.83%) Kafka
2 102 (30.54%) Web Services
3 72 (21.56%) REST
4 66 (19.76%) Spring
5 51 (15.27%) RESTful
6 46 (13.77%) Hibernate
7 39 (11.68%) AngularJS
8 35 (10.48%) Dropwizard
9 33 (9.88%) JMS
10 29 (8.68%) RabbitMQ
11 23 (6.89%) ActiveMQ
11 23 (6.89%) Spark Streaming
12 21 (6.29%) JSON
12 21 (6.29%) XML
13 20 (5.99%) Spring Boot
14 19 (5.69%) LAMP
15 18 (5.39%) Guice
16 16 (4.79%) Apache Camel
16 16 (4.79%) Apache Wicket
16 16 (4.79%) JAX-RS
Miscellaneous
1 60 (17.96%) Computer Science
2 52 (15.57%) Analytical Skills
3 30 (8.98%) Algorithms
4 25 (7.49%) Data Structures
4 25 (7.49%) Fintech
5 17 (5.09%) Social Network
6 8 (2.40%) Enterprise Software
6 8 (2.40%) N-Tier
7 6 (1.80%) Greenfield Project
7 6 (1.80%) Taxonomies
8 5 (1.50%) Data Centre
8 5 (1.50%) Derivative
8 5 (1.50%) User Experience
8 5 (1.50%) Virtual Team
9 4 (1.20%) Credit Risk
9 4 (1.20%) Online Games
10 3 (0.90%) Clustering
10 3 (0.90%) Foreign Exchange (FX)
10 3 (0.90%) Replication
11 2 (0.60%) Credit Derivative
Operating Systems
1 107 (32.04%) Linux
2 37 (11.08%) Unix
3 3 (0.90%) CoreOS
4 2 (0.60%) Mesosphere
4 2 (0.60%) Windows
5 1 (0.30%) AIX
5 1 (0.30%) Android
5 1 (0.30%) Apple iOS
Processes & Methodologies
1 153 (45.81%) Agile Software Development
2 87 (26.05%) Analytics
3 75 (22.46%) MapReduce
4 67 (20.06%) Microservices
5 65 (19.46%) Business Intelligence
6 62 (18.56%) Open Source
7 55 (16.47%) TDD
8 52 (15.57%) Software Engineering
9 50 (14.97%) ETL
10 44 (13.17%) Machine Learning
11 43 (12.87%) Unit Testing
12 41 (12.28%) BDD
13 40 (11.98%) Data Architecture
14 38 (11.38%) Visualisation
15 35 (10.48%) Mentoring
16 34 (10.18%) Data Analytics
17 32 (9.58%) Continuous Integration
18 31 (9.28%) Data Modelling
19 28 (8.38%) OO
20 27 (8.08%) Mathematics
Programming Languages
1 264 (79.04%) Java
2 149 (44.61%) Python
3 124 (37.13%) Scala
4 105 (31.44%) SQL
5 32 (9.58%) Bash Shell
6 28 (8.38%) R
7 26 (7.78%) C++
8 21 (6.29%) C#
9 18 (5.39%) JavaScript
9 18 (5.39%) Shell Script
10 12 (3.59%) Perl
11 11 (3.29%) PHP
12 5 (1.50%) Ruby
13 3 (0.90%) Clojure
13 3 (0.90%) Go
14 2 (0.60%) C
14 2 (0.60%) CQL
14 2 (0.60%) F#
14 2 (0.60%) Haskell
15 1 (0.30%) MATLAB
Qualifications
1 74 (22.16%) Degree
2 48 (14.37%) Computer Science Degree
3 23 (6.89%) Numerate Degree
4 8 (2.40%) MBA
4 8 (2.40%) Security Cleared
5 7 (2.10%) PhD
6 6 (1.80%) SC Cleared
7 4 (1.20%) Master's Degree
8 2 (0.60%) DV Cleared
9 1 (0.30%) CCA
9 1 (0.30%) CTC Cleared
Quality Assurance & Compliance
1 21 (6.29%) Data Quality
2 16 (4.79%) QA
3 6 (1.80%) GDPR
4 3 (0.90%) GCP
5 2 (0.60%) SLA
6 1 (0.30%) Solvency II
System Software
1 67 (20.06%) HDFS
2 60 (17.96%) Apache Flume
3 52 (15.57%) Docker
4 20 (5.99%) Apache ZooKeeper
5 3 (0.90%) VirtualBox
5 3 (0.90%) VMware Infrastructure
6 2 (0.60%) MapR-FS
7 1 (0.30%) Active Directory
7 1 (0.30%) Cronacle
7 1 (0.30%) GridGain
Systems Management
1 30 (8.98%) Oozie
2 26 (7.78%) Hadoop YARN
2 26 (7.78%) Opscode Chef
3 22 (6.59%) Kubernetes
4 16 (4.79%) Ansible
5 13 (3.89%) Puppet
6 11 (3.29%) Terraform
7 5 (1.50%) Ambari
7 5 (1.50%) Salt
8 4 (1.20%) ZABBIX
9 3 (0.90%) Nagios
10 2 (0.60%) Docker Swarm
10 2 (0.60%) yum
11 1 (0.30%) Control-M
11 1 (0.30%) Mesos
11 1 (0.30%) Prometheus
Vendors
1 54 (16.17%) Cloudera
2 53 (15.87%) Oracle
3 51 (15.27%) Hortonworks
4 33 (9.88%) Google
5 28 (8.38%) MapR
6 25 (7.49%) Tableau
7 16 (4.79%) SAP
8 12 (3.59%) Informatica
9 11 (3.29%) Teradata
10 10 (2.99%) IBM
10 10 (2.99%) Microsoft
11 8 (2.40%) Splunk
11 8 (2.40%) Talend
12 7 (2.10%) TIBCO
13 5 (1.50%) Alteryx
14 4 (1.20%) Datameer
15 3 (0.90%) Greenplum
15 3 (0.90%) New Relic
15 3 (0.90%) Rackspace
15 3 (0.90%) VMware