Period
to 17 December 2017

The following table provides summary statistics for contract job vacancies advertised in Leeds 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 17 December 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
6 months to
17 Dec 2017
Same period 2016 Same period 2015
Rank 101 130 155
Rank change year-on-year +29 +25 -
Contract jobs citing HBase 36 10 5
As % of all contract IT jobs advertised in Leeds 1.61% 0.40% 0.15%
As % of the Database & Business Intelligence category 5.97% 1.56% 0.61%
Number of daily rates quoted 40 8 4
Leeds median daily rate £475 £440 £500
Median daily rate % change year-on-year +7.95% -12.00% -
10th Percentile £413 £392 £449
90th Percentile £615 £495 £534
West Yorkshire median daily rate £475 £440 £500
% change year-on-year +7.95% -12.00% -
Number of hourly rates quoted 0 0 0
Leeds median hourly rate - - -
West Yorkshire median hourly rate - - -

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 Leeds with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Leeds
Contract vacancies with a requirement for database or business intelligence skills 603 643 820
As % of all contract IT jobs advertised in Leeds 27.00% 25.65% 25.35%
Number of daily rates quoted 445 443 549
Leeds median daily rate £400 £388 £375
Median daily rate % change year-on-year +3.23% +3.33% +14.94%
10th Percentile £305 £295 £281
90th Percentile £543 £538 £525
West Yorkshire median daily rate £400 £375 £375
% change year-on-year +6.67% - +7.14%
Number of hourly rates quoted 0 7 7
Leeds median hourly rate - £14.50 £17.50
Median hourly rate % change year-on-year - -17.14% +9.38%
West Yorkshire median hourly rate - £18.38 £17.50
% change year-on-year - +5.00% +9.38%

HBase
Job Vacancy Trend in Leeds

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

Job vacancy trend for HBase in Leeds

HBase
Contractor Daily Rate Trend in Leeds

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

Contractor daily rate trend for HBase in Leeds

HBase
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing HBase in Leeds over the 6 months to 17 December 2017.

Contractor daily rate histogram for HBase in Leeds

For the 6 months to 17 December 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 Leeds region with a requirement for HBase.

1 36 (100.00%) Big Data
2 34 (94.44%) Hadoop
3 33 (91.67%) Apache Spark
4 31 (86.11%) Apache Hive
4 31 (86.11%) Kafka
4 31 (86.11%) Shell Script
5 28 (77.78%) Python
5 28 (77.78%) ETL
6 26 (72.22%) Apache Flume
6 26 (72.22%) Sqoop
6 26 (72.22%) MapReduce
6 26 (72.22%) Impala
6 26 (72.22%) Spark Streaming
7 25 (69.44%) Ansible
8 24 (66.67%) DevOps
8 24 (66.67%) GitHub
8 24 (66.67%) Continuous Integration
9 20 (55.56%) Agile Software Development
10 19 (52.78%) Open Source
11 18 (50.00%) Security Cleared
12 17 (47.22%) Informatica
13 16 (44.44%) SC Cleared
14 15 (41.67%) Java
14 15 (41.67%) SQL
15 14 (38.89%) Linux
15 14 (38.89%) Data Modelling
15 14 (38.89%) Analytics
16 13 (36.11%) Sensu
16 13 (36.11%) Prometheus
16 13 (36.11%) Configuration Management

HBase
Co-occurring IT Skills in Leeds 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 33 (91.67%) Apache Spark
2 10 (27.78%) OpenStack
3 5 (13.89%) Apache
3 5 (13.89%) Apache Solr
3 5 (13.89%) Confluence
3 5 (13.89%) SAS
Cloud Services
1 24 (66.67%) GitHub
Communications & Networking
1 11 (30.56%) LAN
1 11 (30.56%) VPN
1 11 (30.56%) WAN
2 5 (13.89%) Kerberos
Database & Business Intelligence
1 36 (100.00%) Big Data
2 34 (94.44%) Hadoop
3 31 (86.11%) Apache Hive
4 26 (72.22%) Impala
4 26 (72.22%) Sqoop
5 12 (33.33%) NoSQL
6 10 (27.78%) PostgreSQL
7 5 (13.89%) Data Warehouse
7 5 (13.89%) MongoDB
8 3 (8.33%) BusinessObjects
8 3 (8.33%) Data Lake
8 3 (8.33%) Enterprise Data Warehouse
8 3 (8.33%) Pentaho
9 2 (5.56%) Relational Database
Development Applications
1 13 (36.11%) Git (software)
2 12 (33.33%) Talend Open Studio
3 10 (27.78%) JIRA
4 5 (13.89%) Cucumber
5 3 (8.33%) ERwin
General
1 12 (33.33%) Finance
2 9 (25.00%) Electronics
2 9 (25.00%) Manufacturing
2 9 (25.00%) Marketing
2 9 (25.00%) Telecoms
Job Titles
1 16 (44.44%) Data Engineer
2 14 (38.89%) DevOps Engineer
3 5 (13.89%) Big Data Engineer
3 5 (13.89%) Senior Data Engineer
4 3 (8.33%) Architect
4 3 (8.33%) Business Intelligence Architect
4 3 (8.33%) Business Intelligence Lead
4 3 (8.33%) Data Architect
4 3 (8.33%) Data Warehouse Architect
4 3 (8.33%) Developer
4 3 (8.33%) Lead Architect
4 3 (8.33%) Lead Data Architect
5 1 (2.78%) DevOps Developer
5 1 (2.78%) Linux/Unix DevOps
5 1 (2.78%) Senior Developer
Libraries, Frameworks & Software Standards
1 31 (86.11%) Kafka
2 26 (72.22%) Spark Streaming
3 13 (36.11%) Sensu
4 5 (13.89%) Apache Camel
4 5 (13.89%) Drools
4 5 (13.89%) REST
4 5 (13.89%) Spring
4 5 (13.89%) Spring Boot
Miscellaneous
1 5 (13.89%) Algorithms
2 3 (8.33%) Analytical Skills
2 3 (8.33%) Enterprise Software
2 3 (8.33%) Management Information System
Operating Systems
1 14 (38.89%) Linux
2 5 (13.89%) Unix
Processes & Methodologies
1 28 (77.78%) ETL
2 26 (72.22%) MapReduce
3 24 (66.67%) Continuous Integration
3 24 (66.67%) DevOps
4 20 (55.56%) Agile Software Development
5 19 (52.78%) Open Source
6 14 (38.89%) Analytics
6 14 (38.89%) Data Modelling
7 13 (36.11%) Configuration Management
7 13 (36.11%) Disaster Recovery
8 12 (33.33%) Business Intelligence
8 12 (33.33%) Reverse Engineering
9 11 (30.56%) Big Data Analytics
9 11 (30.56%) Data Analytics
9 11 (30.56%) Information Security
10 10 (27.78%) Data Architecture
11 9 (25.00%) Digital Marketing
11 9 (25.00%) Programme Management
12 6 (16.67%) BDD
12 6 (16.67%) TDD
Programming Languages
1 31 (86.11%) Shell Script
2 28 (77.78%) Python
3 15 (41.67%) Java
3 15 (41.67%) SQL
4 10 (27.78%) Scala
5 2 (5.56%) PL/SQL
5 2 (5.56%) R
Qualifications
1 18 (50.00%) Security Cleared
2 16 (44.44%) SC Cleared
3 4 (11.11%) DV Cleared
Quality Assurance & Compliance
1 5 (13.89%) QA
2 3 (8.33%) Data Quality
System Software
1 26 (72.22%) Apache Flume
2 5 (13.89%) Apache ZooKeeper
2 5 (13.89%) Docker
2 5 (13.89%) HDFS
Systems Management
1 25 (69.44%) Ansible
2 13 (36.11%) Prometheus
3 5 (13.89%) Kubernetes
3 5 (13.89%) Terraform
Vendors
1 17 (47.22%) Informatica
2 12 (33.33%) Talend
3 9 (25.00%) SAP
4 3 (8.33%) CA
4 3 (8.33%) Oracle
4 3 (8.33%) Tableau