Period
to 23 November 2017

The following table provides summary statistics for contract job vacancies advertised in the South East with a requirement for HBase skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited HBase over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache HBase
England > South East
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 296 287 388
Rank change year-on-year -9 +101 -12
Contract jobs citing HBase 80 95 15
As % of all contract IT jobs advertised in the South East 0.48% 0.57% 0.078%
As % of the Database & Business Intelligence category 2.27% 2.81% 0.35%
Number of daily rates quoted 54 34 10
South East median daily rate £513 £463 £513
Median daily rate % change year-on-year +10.81% -9.76% -
10th Percentile £250 £375 £450
90th Percentile £588 £622 £575
England median daily rate £550 £550 £575
% change year-on-year - -4.35% +4.55%
Number of hourly rates quoted 0 0 0
South East median hourly rate - - -
England median hourly rate £35.00 - £33.55

HBase is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Contract vacancies with a requirement for database or business intelligence skills 3524 3379 4339
As % of all contract IT jobs advertised in the South East 20.93% 20.26% 22.47%
Number of daily rates quoted 2237 2021 2566
South East median daily rate £413 £400 £375
Median daily rate % change year-on-year +3.13% +6.67% +7.14%
10th Percentile £295 £275 £263
90th Percentile £556 £538 £525
England median daily rate £460 £425 £413
% change year-on-year +8.24% +3.03% +3.13%
Number of hourly rates quoted 55 91 101
South East median hourly rate £42.50 £26.50 £27.50
Median hourly rate % change year-on-year +60.38% -3.64% +10.00%
10th Percentile £10.02 £9.25 £9.25
90th Percentile £50.00 £52.25 £48.75
England median hourly rate £32.00 £28.00 £27.50
% change year-on-year +14.29% +1.82% +11.11%

HBase
Job Vacancy Trend in the South East

Job postings citing HBase as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for HBase in the South East

HBase
Contractor Daily Rate Trend in the South East

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing HBase in the South East.

Contractor daily rate trend for HBase in the South East

HBase
Contractor Daily Rate Histogram in the South East

The daily rate distribution of IT jobs citing HBase in the South East over the 6 months to 23 November 2017.

Contractor daily rate histogram for HBase in the South East

HBase
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing HBase within the South East region over the 6 months to 23 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hampshire +29 38 £250 -47.37% 1
Thames Valley -16 23 £575 +35.29% 5
Berkshire +4 19 £575 +35.29% 4
Surrey -15 16 £538 -2.27% 1
Buckinghamshire -44 3 £450 -12.28% 1
Oxfordshire +5 1 £550 -
Middlesex +4 1 £580 +54.67%
East Sussex - 1 £650 -
HBase
England

For the 6 months to 23 November 2017, IT contractor jobs citing HBase also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the South East region with a requirement for HBase.

1 78 (97.50%) Hadoop
2 67 (83.75%) Kafka
3 65 (81.25%) Big Data
3 65 (81.25%) HDFS
3 65 (81.25%) Apache Spark
4 58 (72.50%) Apache Hive
5 53 (66.25%) Java
6 42 (52.50%) Linux
7 40 (50.00%) Sqoop
8 39 (48.75%) Apache Flume
9 38 (47.50%) Unix
9 38 (47.50%) MapReduce
10 33 (41.25%) SQL
11 32 (40.00%) Hadoop YARN
12 31 (38.75%) Agile Software Development
13 30 (37.50%) RESTful
14 29 (36.25%) J2EE
15 27 (33.75%) Analytics
16 26 (32.50%) Cloudera
16 26 (32.50%) Apache
16 26 (32.50%) Red Hat
16 26 (32.50%) TDD
17 25 (31.25%) Jenkins
18 24 (30.00%) Spring
18 24 (30.00%) Git (software)
19 23 (28.75%) JSON
19 23 (28.75%) Apache ZooKeeper
20 22 (27.50%) Scrum
20 22 (27.50%) GitHub
21 21 (26.25%) Middleware

HBase
Co-occurring IT Skills in the South East 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 65 (81.25%) Apache Spark
2 26 (32.50%) Apache
3 16 (20.00%) Cloud Foundry
4 15 (18.75%) GemFire
5 13 (16.25%) Tomcat
6 10 (12.50%) Apache Pig
7 3 (3.75%) Jupyter
8 2 (2.50%) Confluence
9 1 (1.25%) Documentum
9 1 (1.25%) GeoServer
Business Applications
1 1 (1.25%) Primavera
Cloud Services
1 22 (27.50%) GitHub
2 16 (20.00%) PaaS
3 11 (13.75%) Google Analytics
4 7 (8.75%) Amazon AWS
5 3 (3.75%) Google Cloud Platform
6 2 (2.50%) Amazon S3
6 2 (2.50%) Google Tag Manager
7 1 (1.25%) Amazon EC2
7 1 (1.25%) Azure Data Factory
7 1 (1.25%) Data Lake Analytics
7 1 (1.25%) Microsoft Azure
7 1 (1.25%) OpenShift
Communications & Networking
1 2 (2.50%) HTTP
2 1 (1.25%) LDAP
Database & Business Intelligence
1 78 (97.50%) Hadoop
2 65 (81.25%) Big Data
3 58 (72.50%) Apache Hive
4 40 (50.00%) Sqoop
5 18 (22.50%) Impala
6 16 (20.00%) Data Lake
6 16 (20.00%) IBM BigInsights
7 13 (16.25%) OLTP
7 13 (16.25%) SQL Server
8 11 (13.75%) SQL Server 2008
8 11 (13.75%) SQL Server 2012
9 10 (12.50%) NoSQL
10 7 (8.75%) Parquet
11 6 (7.50%) SAP BW
11 6 (7.50%) SAP Data Services
12 5 (6.25%) MongoDB
13 3 (3.75%) Cloudera CDH
13 3 (3.75%) Mahout
13 3 (3.75%) PostgreSQL
14 2 (2.50%) Apache Cassandra
Development Applications
1 25 (31.25%) Jenkins
2 24 (30.00%) Git (software)
3 20 (25.00%) Gradle
4 14 (17.50%) IntelliJ
5 13 (16.25%) JUnit
6 12 (15.00%) Team Foundation Server
7 5 (6.25%) Cucumber
8 4 (5.00%) Talend Open Studio
9 3 (3.75%) Sonatype Nexus
10 2 (2.50%) JIRA
General
1 16 (20.00%) Finance
2 13 (16.25%) Telecoms
3 3 (3.75%) Banking
4 2 (2.50%) Retail
4 2 (2.50%) Retail Banking
5 1 (1.25%) Pharmaceutical
Job Titles
1 26 (32.50%) Developer
2 22 (27.50%) Java Developer
3 14 (17.50%) Data Engineer
4 13 (16.25%) Big Data Developer
5 12 (15.00%) Architect
5 12 (15.00%) Big Data Engineer
5 12 (15.00%) Hadoop Engineer
6 11 (13.75%) Administrator
6 11 (13.75%) Hadoop Administrator
7 7 (8.75%) Hadoop Developer
8 6 (7.50%) Technical Architect
9 5 (6.25%) Data Architect
10 4 (5.00%) Big Data Architect
10 4 (5.00%) Cloud Architect
10 4 (5.00%) Data Scientist
10 4 (5.00%) Java Hadoop Developer
11 3 (3.75%) DevOps Engineer
11 3 (3.75%) Support Engineer
12 2 (2.50%) Infrastructure Architect
12 2 (2.50%) Test Engineer
Libraries, Frameworks & Software Standards
1 67 (83.75%) Kafka
2 30 (37.50%) RESTful
3 29 (36.25%) J2EE
4 24 (30.00%) Spring
5 23 (28.75%) JSON
6 21 (26.25%) Middleware
7 16 (20.00%) Spring Boot
8 15 (18.75%) Apache Camel
8 15 (18.75%) Spark Streaming
8 15 (18.75%) Web Services
9 13 (16.25%) SOAP
9 13 (16.25%) Spring Integration
10 10 (12.50%) RabbitMQ
11 8 (10.00%) REST
11 8 (10.00%) XML
12 7 (8.75%) Apache Avro
13 4 (5.00%) NumPy
14 3 (3.75%) D3.js
14 3 (3.75%) Pandas
14 3 (3.75%) scikit-learn
Miscellaneous
1 19 (23.75%) Linux Command Line
1 19 (23.75%) Virtual Team
2 16 (20.00%) Greenfield Project
3 13 (16.25%) Replication
4 4 (5.00%) Algorithms
5 3 (3.75%) Analytical Skills
6 1 (1.25%) Fintech
6 1 (1.25%) Management Information System
Operating Systems
1 42 (52.50%) Linux
2 38 (47.50%) Unix
3 14 (17.50%) Red Hat Enterprise Linux
4 13 (16.25%) Ubuntu
5 2 (2.50%) CentOS
6 1 (1.25%) Debian
Processes & Methodologies
1 38 (47.50%) MapReduce
2 31 (38.75%) Agile Software Development
3 27 (33.75%) Analytics
4 26 (32.50%) TDD
5 22 (27.50%) Scrum
6 21 (26.25%) Benchmarking
7 19 (23.75%) System Testing
7 19 (23.75%) Unit Testing
7 19 (23.75%) Validation
8 17 (21.25%) ETL
9 15 (18.75%) Acceptance Criteria
10 13 (16.25%) Data Strategy
10 13 (16.25%) Performance Tuning
10 13 (16.25%) User Stories
11 12 (15.00%) BDD
11 12 (15.00%) Resource Allocation
12 10 (12.50%) Continuous Integration
13 9 (11.25%) Visualisation
14 7 (8.75%) Data Analytics
14 7 (8.75%) DevOps
Programming Languages
1 53 (66.25%) Java
2 33 (41.25%) SQL
3 20 (25.00%) Scala
4 19 (23.75%) Shell Script
5 7 (8.75%) Python
6 2 (2.50%) Bash Shell
6 2 (2.50%) MATLAB
6 2 (2.50%) R
Qualifications
1 16 (20.00%) Degree
2 2 (2.50%) ISTQB
2 2 (2.50%) SC Cleared
2 2 (2.50%) Security Cleared
Quality Assurance & Compliance
1 14 (17.50%) QA
2 3 (3.75%) Data Quality
System Software
1 65 (81.25%) HDFS
2 39 (48.75%) Apache Flume
3 23 (28.75%) Apache ZooKeeper
4 3 (3.75%) Docker
Systems Management
1 32 (40.00%) Hadoop YARN
2 14 (17.50%) Oozie
3 13 (16.25%) Ambari
4 12 (15.00%) Control-M
5 3 (3.75%) Ansible
5 3 (3.75%) Kubernetes
6 2 (2.50%) Opscode Chef
6 2 (2.50%) Puppet
6 2 (2.50%) Terraform
Vendors
1 26 (32.50%) Cloudera
1 26 (32.50%) Red Hat
2 16 (20.00%) Google
2 16 (20.00%) IBM
3 13 (16.25%) Salesforce.com
4 10 (12.50%) Hortonworks
5 7 (8.75%) Tableau
6 6 (7.50%) SAP
7 4 (5.00%) Talend
8 3 (3.75%) MapR
9 2 (2.50%) Tealium
10 1 (1.25%) Microsoft
10 1 (1.25%) Oracle