Period
to 19 June 2018

The following table provides summary statistics for contract job vacancies advertised in the North West 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 19 June 2018 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 > North West
6 months to
19 Jun 2018
Same period 2017 Same period 2016
Rank 193 - 231
Rank change year-on-year - +231 -9
Contract jobs citing HBase 22 0 2
As % of all contract IT jobs advertised in the North West 0.38% - 0.026%
As % of the Database & Business Intelligence category 1.85% - 0.12%
Number of daily rates quoted 18 0 1
North West median daily rate £550 - £650
10th Percentile £513 - £625
90th Percentile £688 - £675
England median daily rate £550 £550 £600
% change year-on-year - -8.33% +9.09%
Number of hourly rates quoted 0 0 0
North West median hourly rate - - -
England median hourly rate - £29.82 -

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 North West with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
North West
Contract vacancies with a requirement for database or business intelligence skills 1,190 1,225 1,642
As % of all contract IT jobs advertised in the North West 20.38% 22.44% 21.32%
Number of daily rates quoted 832 758 1,042
North West median daily rate £388 £375 £375
Median daily rate % change year-on-year +3.33% - -
10th Percentile £263 £263 £250
90th Percentile £575 £525 £525
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% +6.25%
Number of hourly rates quoted 20 27 53
North West median hourly rate £41.25 £30.00 £38.00
Median hourly rate % change year-on-year +37.50% -21.05% +8.57%
10th Percentile £12.03 £12.88 £15.65
90th Percentile £55.38 £53.00 £64.55
England median hourly rate £35.00 £27.50 £32.20
% change year-on-year +27.27% -14.60% +28.80%

HBase
Job Vacancy Trend in the North West

Job postings citing HBase as a percentage of all IT jobs advertised in the North West.

Job vacancy trend for HBase in the North West

HBase
Contractor Daily Rate Trend in the North West

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

Contractor daily rate trend for HBase in the North West

HBase
Contractor Daily Rate Histogram in the North West

The daily rate distribution of IT jobs citing HBase in the North West over the 6 months to 19 June 2018.

Contractor daily rate histogram for HBase in the North West

HBase
Contract Job Locations in the North West

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing HBase within the North West region over the 6 months to 19 June 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Manchester - 11 £550 - 3
Cheshire - 3 £625 -
Merseyside - 2 £525 -
HBase
England

For the 6 months to 19 June 2018, IT contractor 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 contract job ads across the North West region with a requirement for HBase.

1 22 (100.00%) Hadoop
2 20 (90.91%) Apache Hive
3 15 (68.18%) Big Data
4 12 (54.55%) Apache Spark
5 10 (45.45%) SQL
6 9 (40.91%) Oracle
6 9 (40.91%) Data Warehouse
6 9 (40.91%) PostgreSQL
6 9 (40.91%) MongoDB
7 8 (36.36%) Data Architecture
7 8 (36.36%) Data Security
7 8 (36.36%) SAS
7 8 (36.36%) Cloudera
8 7 (31.82%) Tableau
8 7 (31.82%) Data Visualisation
8 7 (31.82%) Data Quality
8 7 (31.82%) Metadata Management
8 7 (31.82%) Enterprise Software
8 7 (31.82%) Analytical Skills
8 7 (31.82%) Enterprise Data Warehouse
8 7 (31.82%) Data Strategy
8 7 (31.82%) Business Intelligence
8 7 (31.82%) Data Modelling
8 7 (31.82%) BusinessObjects
8 7 (31.82%) CA
8 7 (31.82%) Informatica
8 7 (31.82%) Shell Script
8 7 (31.82%) ERwin
8 7 (31.82%) Unix
8 7 (31.82%) Python

HBase
Co-occurring IT Skills in the North West 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 12 (54.55%) Apache Spark
2 8 (36.36%) SAS
3 6 (27.27%) Apache Pig
4 3 (13.64%) Apache
5 1 (4.55%) Apache Solr
Cloud Services
1 6 (27.27%) Amazon AWS
2 3 (13.64%) AWS CloudFormation
2 3 (13.64%) Virtual Private Cloud
Database & Business Intelligence
1 22 (100.00%) Hadoop
2 20 (90.91%) Apache Hive
3 15 (68.18%) Big Data
4 9 (40.91%) Data Warehouse
4 9 (40.91%) MongoDB
4 9 (40.91%) PostgreSQL
5 7 (31.82%) BusinessObjects
5 7 (31.82%) Enterprise Data Warehouse
5 7 (31.82%) Pentaho
6 5 (22.73%) Data Lake
7 3 (13.64%) Apache Cassandra
7 3 (13.64%) Impala
8 2 (9.09%) NoSQL
9 1 (4.55%) Mahout
9 1 (4.55%) Neo4j
9 1 (4.55%) RDBMS
9 1 (4.55%) Redis
9 1 (4.55%) Relational Database
Development Applications
1 7 (31.82%) ERwin
2 3 (13.64%) Atlassian Bamboo
2 3 (13.64%) Git (software)
2 3 (13.64%) Hudson
2 3 (13.64%) Jenkins
2 3 (13.64%) Subversion
2 3 (13.64%) Team Foundation Server
General
1 7 (31.82%) Finance
2 1 (4.55%) Banking
2 1 (4.55%) Pharmaceutical
Job Titles
1 12 (54.55%) Architect
2 7 (31.82%) Data Architect
3 5 (22.73%) Cloud Architect
3 5 (22.73%) Developer
4 4 (18.18%) Lead Architect
5 3 (13.64%) Cloud Developer
6 2 (9.09%) Analyst
6 2 (9.09%) AWS Architect
6 2 (9.09%) Big Data Developer
6 2 (9.09%) Business Intelligence Architect
6 2 (9.09%) Data Analyst
6 2 (9.09%) Data Engineer
6 2 (9.09%) Data Migration Analyst
6 2 (9.09%) DevOps Developer
6 2 (9.09%) Hadoop Developer
6 2 (9.09%) Hadoop Engineer
6 2 (9.09%) Migration Analyst
7 1 (4.55%) Open Source Architect
7 1 (4.55%) Python Engineer
7 1 (4.55%) SQL Developer
Libraries, Frameworks & Software Standards
1 5 (22.73%) Kafka
2 3 (13.64%) AngularJS
2 3 (13.64%) Node.js
2 3 (13.64%) React
3 1 (4.55%) Spark Streaming
Miscellaneous
1 7 (31.82%) Analytical Skills
1 7 (31.82%) Enterprise Software
1 7 (31.82%) Management Information System
2 2 (9.09%) Self-Motivation
3 1 (4.55%) Computer Science
Operating Systems
1 7 (31.82%) Unix
Processes & Methodologies
1 8 (36.36%) Data Architecture
1 8 (36.36%) Data Security
2 7 (31.82%) Business Intelligence
2 7 (31.82%) Data Integration
2 7 (31.82%) Data Management
2 7 (31.82%) Data Modelling
2 7 (31.82%) Data Strategy
2 7 (31.82%) Data Visualisation
2 7 (31.82%) Metadata Management
2 7 (31.82%) Open Source
2 7 (31.82%) Reverse Engineering
2 7 (31.82%) Stakeholder Management
2 7 (31.82%) Visualisation
3 6 (27.27%) Analytics
4 5 (22.73%) Coaching
4 5 (22.73%) Data Governance
4 5 (22.73%) Enterprise Architecture
4 5 (22.73%) Information Assurance
4 5 (22.73%) Service Design
4 5 (22.73%) SFIA
Programming Languages
1 10 (45.45%) SQL
2 7 (31.82%) Python
2 7 (31.82%) Shell Script
3 5 (22.73%) Java
4 4 (18.18%) Ruby
5 3 (13.64%) JavaScript
6 2 (9.09%) R
7 1 (4.55%) Scala
Qualifications
1 2 (9.09%) AWS Certification
1 2 (9.09%) SC Cleared
1 2 (9.09%) Security Cleared
2 1 (4.55%) PhD
Quality Assurance & Compliance
1 7 (31.82%) Data Quality
2 5 (22.73%) QA
System Software
1 3 (13.64%) Docker
2 2 (9.09%) Apache Flume
3 1 (4.55%) Apache ZooKeeper
3 1 (4.55%) HDFS
Systems Management
1 3 (13.64%) Ansible
1 3 (13.64%) Docker Swarm
1 3 (13.64%) Kubernetes
1 3 (13.64%) Opscode Chef
1 3 (13.64%) Puppet
1 3 (13.64%) Salt
2 2 (9.09%) Oozie
3 1 (4.55%) Hadoop YARN
3 1 (4.55%) Terraform
Vendors
1 9 (40.91%) Oracle
2 8 (36.36%) Cloudera
3 7 (31.82%) CA
3 7 (31.82%) Informatica
3 7 (31.82%) Tableau
4 2 (9.09%) Teradata
5 1 (4.55%) Hortonworks
5 1 (4.55%) MapR