Period
to 22 February 2018

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 February 2018 with a comparison to the same period in the previous 2 years.

Apache HBase
England > London
6 months to
22 Feb 2018
Same period 2017 Same period 2016
Rank 458 458 573
Rank change year-on-year 0 +115 +77
Permanent jobs citing HBase 407 404 343
As % of all permanent IT jobs advertised in London 0.58% 0.58% 0.40%
As % of the Database & Business Intelligence category 1.91% 1.94% 1.28%
Number of salaries quoted 348 355 272
London median annual salary £75,000 £70,000 £71,250
Median salary % change year-on-year +7.14% -1.75% -1.72%
10th Percentile £45,000 £48,750 £47,500
90th Percentile £106,450 £105,000 £97,500
England median annual salary £70,000 £70,000 £67,500
% change year-on-year - +3.70% -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 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 21,313 20,854 26,740
As % of all permanent IT jobs advertised in London 30.40% 29.83% 31.29%
Number of salaries quoted 17,597 18,207 22,934
London median annual salary £60,000 £57,500 £55,000
Median salary % change year-on-year +4.35% +4.55% +4.56%
10th Percentile £37,500 £35,000 £35,000
90th Percentile £90,000 £87,500 £85,000
England median annual salary £50,000 £47,500 £47,500
% 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 February 2018.

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 February 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
Central London +20 71 £71,500 -7.74% 9
West London +22 24 £50,000 -4.76% 8
East London -4 15 £95,000 +40.74% 1
South London - 7 £83,750 - 2
HBase
England

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

1 338 (83.05%) Hadoop
2 316 (77.64%) Big Data
3 279 (68.55%) Java
4 257 (63.14%) Apache Spark
5 206 (50.61%) Python
6 203 (49.88%) Apache Hive
7 173 (42.51%) Apache Cassandra
8 164 (40.29%) Kafka
8 164 (40.29%) Agile Software Development
9 162 (39.80%) Scala
10 154 (37.84%) NoSQL
11 135 (33.17%) MongoDB
12 128 (31.45%) Amazon AWS
13 120 (29.48%) Analytics
14 119 (29.24%) SQL
15 113 (27.76%) Linux
16 97 (23.83%) Cloudera
17 95 (23.34%) ETL
18 91 (22.36%) Apache
19 88 (21.62%) Degree
20 86 (21.13%) Data Science
21 84 (20.64%) MapReduce
22 81 (19.90%) Apache Flume
23 80 (19.66%) Web Services
24 79 (19.41%) Software Engineering
24 79 (19.41%) Elasticsearch
25 78 (19.16%) Hortonworks
25 78 (19.16%) Computer Science
26 77 (18.92%) HDFS
27 75 (18.43%) Machine Learning

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
1 257 (63.14%) Apache Spark
2 91 (22.36%) Apache
3 79 (19.41%) Elasticsearch
4 57 (14.00%) Apache Pig
5 44 (10.81%) Apache Solr
6 32 (7.86%) SAS
7 28 (6.88%) Tomcat
8 16 (3.93%) Jetty
9 12 (2.95%) Apache Airflow
9 12 (2.95%) Confluence
10 6 (1.47%) OpenStack
10 6 (1.47%) Oracle Coherence
11 5 (1.23%) JBoss
12 2 (0.49%) Jupyter
12 2 (0.49%) nginx
13 1 (0.25%) CMS
13 1 (0.25%) GeoServer
13 1 (0.25%) WebLogic
Applications
1 5 (1.23%) SPSS
2 3 (0.74%) MS Visio
3 2 (0.49%) Microsoft PowerPoint
4 1 (0.25%) Weka
Business Applications
1 1 (0.25%) WebTrends
Cloud Services
1 128 (31.45%) Amazon AWS
2 41 (10.07%) Microsoft Azure
3 31 (7.62%) Google Cloud Platform
4 21 (5.16%) Amazon EMR
5 19 (4.67%) Amazon Kinesis
6 17 (4.18%) SaaS
7 15 (3.69%) Amazon EC2
8 12 (2.95%) Cloud Computing
9 10 (2.46%) Amazon S3
10 7 (1.72%) AWS Lambda
10 7 (1.72%) Serverless
11 5 (1.23%) Amazon SQS
11 5 (1.23%) Cortana Intelligence Suite
11 5 (1.23%) IaaS
11 5 (1.23%) Loggly
11 5 (1.23%) Sumo Logic
12 4 (0.98%) GitHub
12 4 (0.98%) OpenShift
13 3 (0.74%) AWS CloudFormation
14 2 (0.49%) Virtual Private Cloud
Communications & Networking
1 18 (4.42%) Internet
2 17 (4.18%) TCP/IP
3 16 (3.93%) SMPP
4 15 (3.69%) Kerberos
5 7 (1.72%) DNS
6 6 (1.47%) HTTP
6 6 (1.47%) SSL
7 2 (0.49%) DHCP
7 2 (0.49%) IPv4
8 1 (0.25%) Firewall
Database & Business Intelligence
1 338 (83.05%) Hadoop
2 316 (77.64%) Big Data
3 203 (49.88%) Apache Hive
4 173 (42.51%) Apache Cassandra
5 154 (37.84%) NoSQL
6 135 (33.17%) MongoDB
7 74 (18.18%) Impala
8 56 (13.76%) Data Warehouse
9 51 (12.53%) Relational Database
10 47 (11.55%) Flink
11 42 (10.32%) SQL Server
12 41 (10.07%) MySQL
13 40 (9.83%) Sqoop
14 39 (9.58%) RDBMS
15 31 (7.62%) Power BI
16 27 (6.63%) Redis
17 26 (6.39%) Data Lake
18 25 (6.14%) Amazon Redshift
19 22 (5.41%) PostgreSQL
20 21 (5.16%) Neo4j
Development Applications
1 63 (15.48%) Git (software)
2 47 (11.55%) Jenkins
3 34 (8.35%) Maven
4 32 (7.86%) JIRA
5 18 (4.42%) JUnit
5 18 (4.42%) TestNG
6 16 (3.93%) Hamcrest
6 16 (3.93%) jMock
7 11 (2.70%) Cucumber
7 11 (2.70%) TeamCity
7 11 (2.70%) Vagrant
8 5 (1.23%) Atlassian Bamboo
9 4 (0.98%) Artifactory
9 4 (0.98%) ERwin
9 4 (0.98%) Gerrit
9 4 (0.98%) Gradle
9 4 (0.98%) Grunt
9 4 (0.98%) Sonatype Nexus
10 3 (0.74%) Travis CI
11 2 (0.49%) Ant
General
1 64 (15.72%) Finance
2 36 (8.85%) Banking
3 25 (6.14%) Telecoms
4 16 (3.93%) Investment Banking
5 14 (3.44%) Retail
6 11 (2.70%) Marketing
7 9 (2.21%) Front Office
8 6 (1.47%) Manufacturing
9 5 (1.23%) Electronics
10 4 (0.98%) Games
10 4 (0.98%) Pharmaceutical
11 2 (0.49%) Advertising
11 2 (0.49%) Law
12 1 (0.25%) Automotive
12 1 (0.25%) iGaming
12 1 (0.25%) Legal
12 1 (0.25%) Retail Banking
Job Titles
1 162 (39.80%) Developer
2 108 (26.54%) Data Engineer
3 99 (24.32%) Java Developer
4 90 (22.11%) Big Data Engineer
5 49 (12.04%) Architect
6 47 (11.55%) Data Architect
7 43 (10.57%) Big Data Developer
8 31 (7.62%) Big Data Architect
9 29 (7.13%) Hadoop Engineer
10 28 (6.88%) Lead Developer
10 28 (6.88%) Senior Developer
11 26 (6.39%) Lead Java Developer
12 22 (5.41%) Data Scientist
13 20 (4.91%) Senior Java Developer
14 19 (4.67%) Software Engineer
15 14 (3.44%) Hadoop Developer
15 14 (3.44%) SQL Developer
16 12 (2.95%) Business Intelligence Developer
16 12 (2.95%) Java Engineer
16 12 (2.95%) Scala Developer
Libraries, Frameworks & Software Standards
1 164 (40.29%) Kafka
2 80 (19.66%) Web Services
3 60 (14.74%) REST
4 55 (13.51%) Spring
5 53 (13.02%) Spark Streaming
6 51 (12.53%) AngularJS
7 43 (10.57%) Hibernate
8 38 (9.34%) RESTful
9 34 (8.35%) RabbitMQ
10 28 (6.88%) JMS
11 23 (5.65%) Akka
11 23 (5.65%) Dropwizard
11 23 (5.65%) Natural Language Processing
12 21 (5.16%) ActiveMQ
12 21 (5.16%) LAMP
13 20 (4.91%) Guice
13 20 (4.91%) HTML
14 16 (3.93%) Apache Wicket
14 16 (3.93%) JAX-RS
15 15 (3.69%) Elastic Stack
Miscellaneous
1 78 (19.16%) Computer Science
2 45 (11.06%) Analytical Skills
3 42 (10.32%) Fintech
4 28 (6.88%) Algorithms
5 15 (3.69%) Data Structures
6 12 (2.95%) Linux Command Line
7 10 (2.46%) Derivative
7 10 (2.46%) Greenfield Project
8 8 (1.97%) Market Risk
8 8 (1.97%) Tandem
9 7 (1.72%) Credit Derivative
9 7 (1.72%) Data Centre
9 7 (1.72%) Enterprise Software
9 7 (1.72%) Foreign Exchange (FX)
9 7 (1.72%) Virtual Team
10 6 (1.47%) Social Network
11 5 (1.23%) Replication
12 4 (0.98%) Credit Risk
12 4 (0.98%) Hedge funds
12 4 (0.98%) Taxonomies
Operating Systems
1 113 (27.76%) Linux
2 55 (13.51%) Unix
3 5 (1.23%) CoreOS
4 3 (0.74%) Ubuntu
5 2 (0.49%) Debian
5 2 (0.49%) Mesosphere
6 1 (0.25%) AIX
6 1 (0.25%) Android
6 1 (0.25%) Apple iOS
6 1 (0.25%) Red Hat Enterprise Linux
6 1 (0.25%) Windows
Processes & Methodologies
1 164 (40.29%) Agile Software Development
2 120 (29.48%) Analytics
3 95 (23.34%) ETL
4 86 (21.13%) Data Science
5 84 (20.64%) MapReduce
6 79 (19.41%) Software Engineering
7 75 (18.43%) Machine Learning
8 69 (16.95%) Business Intelligence
8 69 (16.95%) Open Source
9 58 (14.25%) Microservices
10 57 (14.00%) Data Modelling
11 56 (13.76%) Visualisation
12 50 (12.29%) Mathematics
13 49 (12.04%) TDD
14 47 (11.55%) DevOps
15 41 (10.07%) Data Analytics
15 41 (10.07%) Data Architecture
15 41 (10.07%) Scrum
16 38 (9.34%) BDD
16 38 (9.34%) OO
Programming Languages
1 279 (68.55%) Java
2 206 (50.61%) Python
3 162 (39.80%) Scala
4 119 (29.24%) SQL
5 59 (14.50%) Bash Shell
6 41 (10.07%) R
7 23 (5.65%) C#
7 23 (5.65%) C++
8 15 (3.69%) JavaScript
9 14 (3.44%) Perl
9 14 (3.44%) Shell Script
10 12 (2.95%) PHP
11 7 (1.72%) Go
11 7 (1.72%) MATLAB
12 6 (1.47%) C
12 6 (1.47%) Gremlin
12 6 (1.47%) Ruby
13 3 (0.74%) Clojure
14 2 (0.49%) F#
14 2 (0.49%) Haskell
Qualifications
1 88 (21.62%) Degree
2 51 (12.53%) Computer Science Degree
3 34 (8.35%) Numerate Degree
4 16 (3.93%) PhD
5 15 (3.69%) Security Cleared
6 12 (2.95%) SC Cleared
7 11 (2.70%) MBA
8 6 (1.47%) Master's Degree
9 2 (0.49%) CTC Cleared
9 2 (0.49%) EMC Certification
10 1 (0.25%) DV Cleared
Quality Assurance & Compliance
1 28 (6.88%) Data Quality
2 9 (2.21%) QA
3 6 (1.47%) GDPR
4 5 (1.23%) Solvency II
5 2 (0.49%) GCP
5 2 (0.49%) SLA
6 1 (0.25%) Dodd-Frank
6 1 (0.25%) EMIR
6 1 (0.25%) FATCA
6 1 (0.25%) MiFID
System Software
1 81 (19.90%) Apache Flume
2 77 (18.92%) HDFS
3 67 (16.46%) Docker
4 21 (5.16%) Apache ZooKeeper
5 5 (1.23%) VirtualBox
5 5 (1.23%) VMware Infrastructure
6 2 (0.49%) MapR-FS
7 1 (0.25%) Active Directory
7 1 (0.25%) GridGain
7 1 (0.25%) Xen
Systems Management
1 67 (16.46%) Hadoop YARN
2 31 (7.62%) Ansible
2 31 (7.62%) Oozie
3 29 (7.13%) Kubernetes
4 26 (6.39%) Opscode Chef
5 21 (5.16%) Puppet
6 18 (4.42%) Terraform
7 16 (3.93%) Mesos
8 12 (2.95%) Ambari
9 6 (1.47%) ZABBIX
10 5 (1.23%) Docker Swarm
10 5 (1.23%) Nagios
10 5 (1.23%) Salt
11 4 (0.98%) Kibana
12 2 (0.49%) Packer
12 2 (0.49%) Prometheus
12 2 (0.49%) yum
13 1 (0.25%) Consul
13 1 (0.25%) Rancher
Vendors
1 97 (23.83%) Cloudera
2 78 (19.16%) Hortonworks
3 64 (15.72%) Oracle
4 48 (11.79%) Tableau
5 43 (10.57%) Google
6 41 (10.07%) MapR
7 24 (5.90%) Talend
8 23 (5.65%) Informatica
8 23 (5.65%) SAP
9 16 (3.93%) IBM
9 16 (3.93%) Microsoft
10 13 (3.19%) Teradata
10 13 (3.19%) TIBCO
11 11 (2.70%) Splunk
12 10 (2.46%) Vertica
13 9 (2.21%) Greenplum
13 9 (2.21%) HP
14 6 (1.47%) Cognos
14 6 (1.47%) Sybase
14 6 (1.47%) WorldPay