Period
to 16 December 2018

The following table provides summary statistics for contract job vacancies advertised in London 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 16 December 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 Oozie
England > London
6 months to
16 Dec 2018
Same period 2017 Same period 2016
Rank 545 511 556
Rank change year-on-year -34 +45 -9
Contract jobs citing Oozie 86 135 59
As % of all contract IT jobs advertised in London 0.19% 0.29% 0.13%
As % of the Systems Management category 1.16% 2.27% 1.07%
Number of daily rates quoted 67 112 32
London median daily rate £550 £550 £500
Median daily rate % change year-on-year - +10.00% -6.98%
10th Percentile £500 £400 £426
90th Percentile £718 £675 £749
England median daily rate £550 £559 £494
% change year-on-year -1.57% +13.16% -8.14%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate - £45.00 -

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 London with a requirement for systems management skills.

All Systems Management Skills
London
Contract vacancies with a requirement for systems management skills 7,400 5,938 5,492
As % of all contract IT jobs advertised in London 15.92% 12.58% 12.35%
Number of daily rates quoted 5,508 4,400 3,697
London median daily rate £539 £513 £488
Median daily rate % change year-on-year +5.12% +5.13% +8.33%
10th Percentile £350 £313 £313
90th Percentile £675 £650 £625
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% +7.14%
Number of hourly rates quoted 81 59 62
London median hourly rate £19.00 £25.50 £19.00
Median hourly rate % change year-on-year -25.49% +34.21% -6.17%
10th Percentile £13.31 £11.96 £13.10
90th Percentile £45.87 £165.00 £47.75
England median hourly rate £17.50 £17.50 £20.73
% change year-on-year - -15.58% +3.65%

Oozie
Job Vacancy Trend in London

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

Job vacancy trend for Oozie in London

Oozie
Contractor Daily Rate Trend in London

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

Contractor daily rate trend for Oozie in London

Oozie
Contractor Daily Rate Histogram in London

The daily rate distribution of IT jobs citing Oozie in London over the 6 months to 16 December 2018.

Contractor daily rate histogram for Oozie in London

Oozie
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Oozie within the London region over the 6 months to 16 December 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
Central London -54 29 £550 -12.00% 2
East London -26 5 £650 +18.18%
West London - 5 £500 - 1
Oozie
England

For the 6 months to 16 December 2018, 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 London region with a requirement for Oozie.

1 85 (98.84%) Hadoop
2 78 (90.70%) Apache Hive
2 78 (90.70%) Big Data
3 76 (88.37%) Apache Spark
4 63 (73.26%) Kafka
5 48 (55.81%) HBase
6 45 (52.33%) HDFS
7 42 (48.84%) SQL
8 41 (47.67%) Sqoop
9 40 (46.51%) Analytics
9 40 (46.51%) Java
10 38 (44.19%) Agile Software Development
11 37 (43.02%) Data Science
12 34 (39.53%) Hadoop YARN
13 32 (37.21%) Data Quality
14 30 (34.88%) Finance
15 27 (31.40%) Data Modelling
15 27 (31.40%) Machine Learning
16 26 (30.23%) Data Warehouse
17 25 (29.07%) Linux
17 25 (29.07%) DevOps
18 24 (27.91%) Python
19 22 (25.58%) Microsoft Azure
19 22 (25.58%) Amazon AWS
20 21 (24.42%) OLAP Cube
20 21 (24.42%) OLAP
20 21 (24.42%) Star Schema
20 21 (24.42%) Enterprise Data Warehouse
20 21 (24.42%) SQL Optimisation
21 19 (22.09%) Hortonworks

Oozie
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 76 (88.37%) Apache Spark
2 7 (8.14%) Apache Pig
3 6 (6.98%) Apache Solr
4 4 (4.65%) Apache
5 2 (2.33%) Elasticsearch
6 1 (1.16%) Oracle SOA Suite
6 1 (1.16%) SAS
Cloud Services
1 22 (25.58%) Amazon AWS
1 22 (25.58%) Microsoft Azure
2 8 (9.30%) IaaS
3 6 (6.98%) Amazon EMR
3 6 (6.98%) Cloud Computing
4 5 (5.81%) Amazon Kinesis
4 5 (5.81%) Amazon S3
4 5 (5.81%) Google Cloud Platform
4 5 (5.81%) PaaS
5 3 (3.49%) GitHub
5 3 (3.49%) IBM Cloud
6 1 (1.16%) Amazon EC2
6 1 (1.16%) AWS Elastic Beanstalk
6 1 (1.16%) AWS Lambda
6 1 (1.16%) Google Analytics
6 1 (1.16%) Serverless
Communications & Networking
1 12 (13.95%) Kerberos
2 9 (10.47%) Firewall
2 9 (10.47%) VPN
3 8 (9.30%) HTTPS
4 7 (8.14%) SSL
5 6 (6.98%) HTTP
6 1 (1.16%) LAN
6 1 (1.16%) WAN
Database & Business Intelligence
1 85 (98.84%) Hadoop
2 78 (90.70%) Apache Hive
2 78 (90.70%) Big Data
3 48 (55.81%) HBase
4 41 (47.67%) Sqoop
5 26 (30.23%) Data Warehouse
6 21 (24.42%) Enterprise Data Warehouse
6 21 (24.42%) OLAP
6 21 (24.42%) OLAP Cube
6 21 (24.42%) Star Schema
7 14 (16.28%) Data Lake
8 11 (12.79%) NoSQL
9 10 (11.63%) Apache Cassandra
9 10 (11.63%) Impala
10 7 (8.14%) Amazon Redshift
10 7 (8.14%) MongoDB
10 7 (8.14%) QlikView
11 6 (6.98%) Pentaho
11 6 (6.98%) PostgreSQL
12 5 (5.81%) SQL Server
Development Applications
1 18 (20.93%) Jenkins
2 12 (13.95%) Git (software)
3 6 (6.98%) Cucumber
3 6 (6.98%) Gerrit
3 6 (6.98%) JBehave
3 6 (6.98%) JUnit
3 6 (6.98%) Selenium
4 4 (4.65%) Ant
4 4 (4.65%) CruiseControl
4 4 (4.65%) IBM UrbanCode
4 4 (4.65%) Maven
4 4 (4.65%) Sonatype Nexus
5 3 (3.49%) JIRA
6 2 (2.33%) GitLab
6 2 (2.33%) Travis CI
7 1 (1.16%) ERwin
7 1 (1.16%) IntelliJ
7 1 (1.16%) Log4j
General
1 30 (34.88%) Finance
2 17 (19.77%) Banking
3 8 (9.30%) Legal
4 4 (4.65%) Investment Banking
5 2 (2.33%) Retail
6 1 (1.16%) Retail Banking
Job Titles
1 49 (56.98%) Data Engineer
2 32 (37.21%) Hadoop Engineer
3 31 (36.05%) Big Data Engineer
4 11 (12.79%) Developer
4 11 (12.79%) DevOps Engineer
5 9 (10.47%) Big Data Developer
6 6 (6.98%) Architect
6 6 (6.98%) Senior DevOps
7 5 (5.81%) AWS Engineer
7 5 (5.81%) Java Developer
7 5 (5.81%) QA Engineer
7 5 (5.81%) Quality Engineer
8 4 (4.65%) Apache Spark Developer
8 4 (4.65%) Azure DevOps
8 4 (4.65%) Azure DevOps Engineer
8 4 (4.65%) Azure Engineer
8 4 (4.65%) Big Data Architect
8 4 (4.65%) Hadoop Developer
8 4 (4.65%) Java Engineer
8 4 (4.65%) Technical Architect
Libraries, Frameworks & Software Standards
1 63 (73.26%) Kafka
2 8 (9.30%) PySpark
3 6 (6.98%) Gherkin
3 6 (6.98%) LDAP
3 6 (6.98%) OAuth
3 6 (6.98%) SAML
4 4 (4.65%) .NET
4 4 (4.65%) Apache Avro
4 4 (4.65%) Spark Streaming
5 2 (2.33%) Middleware
6 1 (1.16%) JSON
6 1 (1.16%) Lucene
6 1 (1.16%) NumPy
6 1 (1.16%) Pandas
6 1 (1.16%) Play Framework
6 1 (1.16%) Spring
6 1 (1.16%) XML
Miscellaneous
1 5 (5.81%) Data Centre
1 5 (5.81%) Virtual Team
2 3 (3.49%) Analytical Skills
2 3 (3.49%) Data Structures
3 2 (2.33%) Algorithms
3 2 (2.33%) Management Information System
4 1 (1.16%) Enterprise Software
4 1 (1.16%) Fintech
4 1 (1.16%) Replication
Operating Systems
1 25 (29.07%) Linux
2 6 (6.98%) Unix
3 1 (1.16%) DC/OS
3 1 (1.16%) Red Hat Enterprise Linux
3 1 (1.16%) Windows
Processes & Methodologies
1 40 (46.51%) Analytics
2 38 (44.19%) Agile Software Development
3 37 (43.02%) Data Science
4 27 (31.40%) Data Modelling
4 27 (31.40%) Machine Learning
5 25 (29.07%) DevOps
6 21 (24.42%) SQL Optimisation
7 16 (18.60%) Business Intelligence
7 16 (18.60%) Configuration Management
7 16 (18.60%) Test Automation
8 15 (17.44%) Open Source
8 15 (17.44%) TDD
9 14 (16.28%) BDD
10 13 (15.12%) MapReduce
10 13 (15.12%) Scrum
10 13 (15.12%) Software Engineering
11 12 (13.95%) Information Security
12 11 (12.79%) Continuous Integration
13 10 (11.63%) Continuous Delivery
13 10 (11.63%) Dependency Management
Programming Languages
1 42 (48.84%) SQL
2 40 (46.51%) Java
3 24 (27.91%) Python
4 11 (12.79%) Scala
5 6 (6.98%) Groovy
5 6 (6.98%) JavaScript
5 6 (6.98%) Ruby
6 4 (4.65%) C#
7 3 (3.49%) Bash Shell
8 2 (2.33%) Cypher
8 2 (2.33%) Java 8
8 2 (2.33%) T-SQL
9 1 (1.16%) C
9 1 (1.16%) C++
9 1 (1.16%) Clojure
9 1 (1.16%) Haskell
9 1 (1.16%) Perl
9 1 (1.16%) R
Qualifications
1 1 (1.16%) CISSP
1 1 (1.16%) Computer Science Degree
1 1 (1.16%) Degree
1 1 (1.16%) PhD
1 1 (1.16%) SC Cleared
1 1 (1.16%) Security Cleared
Quality Assurance & Compliance
1 32 (37.21%) Data Quality
2 11 (12.79%) GDPR
3 6 (6.98%) ISO/IEC 27001
4 5 (5.81%) QA
5 1 (1.16%) SLA
System Software
1 45 (52.33%) HDFS
2 16 (18.60%) Apache Flume
3 8 (9.30%) Apache ZooKeeper
4 5 (5.81%) Docker
5 1 (1.16%) Active Directory
5 1 (1.16%) Cronacle
5 1 (1.16%) Oracle RAC
Systems Management
1 34 (39.53%) Hadoop YARN
2 16 (18.60%) Ambari
3 7 (8.14%) Ansible
4 6 (6.98%) Single Sign-On
4 6 (6.98%) Terraform
5 3 (3.49%) Kubernetes
5 3 (3.49%) Prometheus
6 1 (1.16%) Apache Brooklyn
6 1 (1.16%) Apache Slider
6 1 (1.16%) Control-M
6 1 (1.16%) Grafana
6 1 (1.16%) Marathon
6 1 (1.16%) Mesos
6 1 (1.16%) Puppet
6 1 (1.16%) Tivoli
6 1 (1.16%) ZABBIX
Vendors
1 19 (22.09%) Hortonworks
2 15 (17.44%) Cloudera
2 15 (17.44%) Tableau
3 7 (8.14%) Google
4 6 (6.98%) Cognos
5 5 (5.81%) Splunk
6 4 (4.65%) IBM
6 4 (4.65%) Oracle
6 4 (4.65%) SAP
7 3 (3.49%) MapR
7 3 (3.49%) Microsoft
7 3 (3.49%) Salesforce.com
8 2 (2.33%) Talend
9 1 (1.16%) Cisco
9 1 (1.16%) Greenplum
9 1 (1.16%) Informatica
9 1 (1.16%) Netezza
9 1 (1.16%) Red Hat
9 1 (1.16%) Teradata