Period
to 25 August 2019

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Oozie skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Oozie over the 6 months to 25 August 2019 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 Oozie
UK > England
6 months to
25 Aug 2019
Same period 2018 Same period 2017
Rank 704 669 693
Rank change year-on-year -35 +24 +134
Contract jobs citing Oozie 95 207 145
As % of all contract IT jobs advertised in England 0.12% 0.22% 0.16%
As % of the Systems Management category 0.78% 1.59% 1.41%
Number of daily rates quoted 73 170 116
England median daily rate £550 £550 £525
Median daily rate % change year-on-year - +4.76% +5.00%
10th Percentile £488 £450 £376
90th Percentile £613 £675 £638
UK median daily rate £550 £550 £515
% change year-on-year - +6.80% +3.00%
Number of hourly rates quoted 0 0 0
England median hourly rate - - -
UK median hourly rate - - -

Oozie is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for systems management skills.

All Systems Management Skills
England
Contract vacancies with a requirement for systems management skills 12,211 12,996 10,257
As % of all contract IT jobs advertised in England 14.95% 13.83% 11.50%
Number of daily rates quoted 8,236 8,794 6,850
England median daily rate £500 £493 £475
Median daily rate % change year-on-year +1.52% +3.68% +8.57%
10th Percentile £298 £290 £269
90th Percentile £675 £650 £613
UK median daily rate £500 £475 £463
% change year-on-year +5.26% +2.70% +8.82%
Number of hourly rates quoted 269 375 233
England median hourly rate £20.50 £19.00 £17.50
Median hourly rate % change year-on-year +7.89% +8.57% -22.22%
10th Percentile £12.00 £12.25 £10.75
90th Percentile £51.12 £47.22 £47.40
UK median hourly rate £21.00 £19.00 £17.50
% change year-on-year +10.53% +8.57% -23.91%

Oozie
Job Vacancy Trend in England

Job postings citing Oozie as a percentage of all IT jobs advertised in England.

Job vacancy trend for Oozie in England

Oozie
Contractor Daily Rate Trend in England

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

Contractor daily rate trend for Oozie in England

Oozie
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Oozie in England over the 6 months to 25 August 2019.

Contractor daily rate histogram for Oozie in England

Oozie
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Oozie within the England region over the 6 months to 25 August 2019. 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
London -46 52 £550 - 8
South East +52 17 £514 +58.08% 3
North of England +38 13 £525 +10.53%
Midlands +38 10 £525 -
East Midlands +29 10 £525 -
Yorkshire +32 6 £525 +14.75%
North West +22 5 £538 +2.38%
East of England +24 2 £620 +37.78% 1
North East - 2 £538 -
Oozie
UK

For the 6 months to 25 August 2019, IT contractor jobs citing Oozie 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 England region with a requirement for Oozie.

1 88 (92.63%) Apache Spark
2 86 (90.53%) Hadoop
3 82 (86.32%) Apache Hive
4 77 (81.05%) Big Data
5 61 (64.21%) Kafka
6 59 (62.11%) SQL
7 44 (46.32%) Data Science
8 42 (44.21%) Analytics
9 40 (42.11%) Finance
10 37 (38.95%) Data Warehouse
11 35 (36.84%) Linux
11 35 (36.84%) HBase
12 33 (34.74%) Data Modelling
13 31 (32.63%) Data Quality
13 31 (32.63%) Machine Learning
14 29 (30.53%) Star Schema
14 29 (30.53%) OLAP
14 29 (30.53%) Enterprise Data Warehouse
14 29 (30.53%) OLAP Cube
14 29 (30.53%) SQL Optimisation
15 25 (26.32%) Impala
16 24 (25.26%) AWS
17 23 (24.21%) HDFS
18 21 (22.11%) Scala
18 21 (22.11%) Python
19 20 (21.05%) Unix
20 18 (18.95%) Continuous Integration
21 17 (17.89%) Git (software)
21 17 (17.89%) Jenkins
22 15 (15.79%) Apache Pig

Oozie
Co-occurring IT Skills in England 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 88 (92.63%) Apache Spark
2 15 (15.79%) Apache Pig
3 6 (6.32%) Apache
3 6 (6.32%) Apache Airflow
4 4 (4.21%) Elasticsearch
5 3 (3.16%) Jupyter
5 3 (3.16%) SAS
Cloud Services
1 24 (25.26%) AWS
2 8 (8.42%) Azure
3 7 (7.37%) GCP
4 6 (6.32%) Amazon ECS
4 6 (6.32%) GitHub
5 5 (5.26%) Amazon Glacier
6 4 (4.21%) Amazon EMR
6 4 (4.21%) Amazon S3
7 3 (3.16%) Amazon Kinesis
8 2 (2.11%) IaaS
8 2 (2.11%) PaaS
9 1 (1.05%) Amazon EC2
9 1 (1.05%) AWS Elastic Beanstalk
9 1 (1.05%) AWS Lambda
9 1 (1.05%) Serverless
Communications & Networking
1 3 (3.16%) SAN
2 2 (2.11%) 2.5G
2 2 (2.11%) 2G
2 2 (2.11%) 3G
2 2 (2.11%) 4G
2 2 (2.11%) 5G
Database & Business Intelligence
1 86 (90.53%) Hadoop
2 82 (86.32%) Apache Hive
3 77 (81.05%) Big Data
4 37 (38.95%) Data Warehouse
5 35 (36.84%) HBase
6 29 (30.53%) Enterprise Data Warehouse
6 29 (30.53%) OLAP
6 29 (30.53%) OLAP Cube
6 29 (30.53%) Star Schema
7 25 (26.32%) Impala
8 14 (14.74%) NoSQL
8 14 (14.74%) Sqoop
9 13 (13.68%) Apache Cassandra
10 8 (8.42%) Cloudera CDH
10 8 (8.42%) MongoDB
10 8 (8.42%) Parquet
10 8 (8.42%) PostgreSQL
10 8 (8.42%) Relational Database
10 8 (8.42%) SQL Server
11 6 (6.32%) Data Lake
Development Applications
1 17 (17.89%) Git (software)
1 17 (17.89%) Jenkins
2 11 (11.58%) Gradle
3 9 (9.47%) Atlassian Bamboo
3 9 (9.47%) GitLab
4 1 (1.05%) Maven
4 1 (1.05%) Subversion
General
1 40 (42.11%) Finance
2 5 (5.26%) Legal
3 3 (3.16%) Marketing
4 2 (2.11%) Banking
4 2 (2.11%) Retail
4 2 (2.11%) Telecoms
5 1 (1.05%) Aerospace
5 1 (1.05%) Investment Banking
5 1 (1.05%) Manufacturing
5 1 (1.05%) Public Sector
Job Titles
1 46 (48.42%) Data Engineer
2 37 (38.95%) Hadoop Engineer
3 14 (14.74%) Architect
4 11 (11.58%) Developer
5 9 (9.47%) Big Data Developer
6 6 (6.32%) Cloud Architect
6 6 (6.32%) Data Architect
6 6 (6.32%) DevOps Engineer
7 5 (5.26%) Administrator
7 5 (5.26%) Apache Spark Developer
7 5 (5.26%) Big Data Engineer
7 5 (5.26%) Hadoop Architect
7 5 (5.26%) Java Engineer
7 5 (5.26%) Scala Developer
7 5 (5.26%) Solutions Architect
8 4 (4.21%) Cloud Engineer
8 4 (4.21%) Java Scala Software Engineer
8 4 (4.21%) Linux Engineer
8 4 (4.21%) Scala Software Engineer
8 4 (4.21%) Software Engineer
Libraries, Frameworks & Software Standards
1 61 (64.21%) Kafka
2 15 (15.79%) Apache NiFi
3 4 (4.21%) Apache Tez
4 3 (3.16%) Apache Avro
4 3 (3.16%) PySpark
5 2 (2.11%) Apache Drill
5 2 (2.11%) Pandas
6 1 (1.05%) .NET
6 1 (1.05%) LAMP
6 1 (1.05%) LAPP Stack
6 1 (1.05%) Play Framework
6 1 (1.05%) SAML
6 1 (1.05%) Web Services
Miscellaneous
1 9 (9.47%) Self-Motivation
2 7 (7.37%) Cloud Native
3 5 (5.26%) Greenfield Project
4 2 (2.11%) Algorithms
4 2 (2.11%) Enterprise Software
5 1 (1.05%) Analytical Skills
5 1 (1.05%) Linked Data
5 1 (1.05%) Public Cloud
Operating Systems
1 35 (36.84%) Linux
2 20 (21.05%) Unix
3 4 (4.21%) CentOS
3 4 (4.21%) Red Hat Enterprise Linux
3 4 (4.21%) Windows
4 3 (3.16%) Windows Server
Processes & Methodologies
1 44 (46.32%) Data Science
2 42 (44.21%) Analytics
3 33 (34.74%) Data Modelling
4 31 (32.63%) Machine Learning
5 29 (30.53%) SQL Optimisation
6 18 (18.95%) Continuous Integration
7 15 (15.79%) DevOps
8 13 (13.68%) Agile Software Development
8 13 (13.68%) Deployment Automation
8 13 (13.68%) ETL
8 13 (13.68%) Functional Programming
8 13 (13.68%) Software Engineering
9 11 (11.58%) Data Engineering
9 11 (11.58%) TDD
10 10 (10.53%) Computer Science
10 10 (10.53%) MapReduce
11 9 (9.47%) Data Analytics
11 9 (9.47%) Test Automation
11 9 (9.47%) Unit Testing
12 7 (7.37%) Migration
Programming Languages
1 59 (62.11%) SQL
2 21 (22.11%) Python
2 21 (22.11%) Scala
3 14 (14.74%) Java
4 6 (6.32%) Ruby
5 5 (5.26%) Shell Script
6 4 (4.21%) Go
6 4 (4.21%) Kotlin
7 2 (2.11%) Bash Shell
7 2 (2.11%) PL/SQL
8 1 (1.05%) C#
8 1 (1.05%) R
Qualifications
1 10 (10.53%) Degree
2 3 (3.16%) SC Cleared
2 3 (3.16%) Security Cleared
3 1 (1.05%) Computer Science Degree
3 1 (1.05%) PhD
3 1 (1.05%) TOGAF Certification
Quality Assurance & Compliance
1 31 (32.63%) Data Quality
2 2 (2.11%) GDPR
3 1 (1.05%) PCI DSS
System Software
1 23 (24.21%) HDFS
2 12 (12.63%) Docker
3 11 (11.58%) Apache ZooKeeper
4 6 (6.32%) Apache Flume
5 3 (3.16%) Virtual Desktop
5 3 (3.16%) Virtual Servers
Systems Management
1 15 (15.79%) Puppet
2 10 (10.53%) Hadoop YARN
2 10 (10.53%) Kubernetes
3 7 (7.37%) Opscode Chef
4 6 (6.32%) Ansible
4 6 (6.32%) Terraform
5 1 (1.05%) Ambari
5 1 (1.05%) Control-M
5 1 (1.05%) Single Sign-On
Vendors
1 14 (14.74%) Cloudera
2 7 (7.37%) Oracle
3 5 (5.26%) StreamSets
4 3 (3.16%) Hortonworks
4 3 (3.16%) MapR
4 3 (3.16%) Sybase
5 2 (2.11%) Google
5 2 (2.11%) Informatica
5 2 (2.11%) Tableau
6 1 (1.05%) MicroStrategy
6 1 (1.05%) Red Hat
6 1 (1.05%) SAP