Period
to 24 September 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 24 September 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
24 Sep 2018
Same period 2017 Same period 2016
Rank 501 525 596
Rank change year-on-year +24 +71 -39
Contract jobs citing Oozie 135 97 23
As % of all contract IT jobs advertised in London 0.30% 0.22% 0.052%
As % of the Systems Management category 2.01% 1.83% 0.43%
Number of daily rates quoted 113 82 18
London median daily rate £550 £550 £550
10th Percentile £470 £400 £461
90th Percentile £723 £638 £680
England median daily rate £550 £525 £525
% change year-on-year +4.76% - -
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England 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 London with a requirement for systems management skills.

All Systems Management Skills
London
Contract vacancies with a requirement for systems management skills 6,723 5,307 5,343
As % of all contract IT jobs advertised in London 14.77% 12.14% 12.00%
Number of daily rates quoted 4,992 3,842 3,667
London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +11.76%
10th Percentile £325 £313 £310
90th Percentile £675 £638 £623
England median daily rate £500 £475 £438
% change year-on-year +5.26% +8.57% +9.38%
Number of hourly rates quoted 72 48 51
London median hourly rate £20.25 £27.00 £19.00
Median hourly rate % change year-on-year -25.00% +42.11% +7.80%
10th Percentile £13.36 £12.85 £14.45
90th Percentile £45.79 £165.00 £30.00
England median hourly rate £18.60 £17.50 £22.25
% change year-on-year +6.29% -21.35% +10.23%

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 24 September 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 24 September 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 -17 39 £550 -
East London -9 5 £600 +9.09% 2
West London -14 1 £550 +29.41% 5
South London - 1 £400 -
Oozie
England

For the 6 months to 24 September 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.

1 131 (97.04%) Hadoop
2 128 (94.81%) Apache Spark
3 126 (93.33%) Apache Hive
4 120 (88.89%) Big Data
5 109 (80.74%) Kafka
6 69 (51.11%) Analytics
6 69 (51.11%) SQL
7 65 (48.15%) Data Warehouse
8 64 (47.41%) Data Science
9 61 (45.19%) Finance
10 58 (42.96%) HDFS
10 58 (42.96%) HBase
11 56 (41.48%) Data Modelling
12 55 (40.74%) Java
13 53 (39.26%) Data Quality
14 48 (35.56%) Machine Learning
15 47 (34.81%) Sqoop
16 45 (33.33%) Hadoop YARN
17 44 (32.59%) Amazon AWS
18 43 (31.85%) Enterprise Data Warehouse
19 42 (31.11%) DevOps
19 42 (31.11%) Agile Software Development
20 41 (30.37%) OLAP
20 41 (30.37%) Star Schema
20 41 (30.37%) OLAP Cube
20 41 (30.37%) SQL Optimisation
21 36 (26.67%) Python
22 31 (22.96%) Linux
23 30 (22.22%) Apache Flume
24 29 (21.48%) Banking

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
1 128 (94.81%) Apache Spark
2 20 (14.81%) Apache Solr
3 17 (12.59%) Apache Pig
4 10 (7.41%) Apache
5 4 (2.96%) Elasticsearch
6 2 (1.48%) Apache Airflow
7 1 (0.74%) Cloud Foundry
7 1 (0.74%) nginx
7 1 (0.74%) Tomcat
Applications
1 1 (0.74%) Shockwave
Cloud Services
1 44 (32.59%) Amazon AWS
2 20 (14.81%) Amazon EMR
2 20 (14.81%) Microsoft Azure
3 13 (9.63%) Amazon Kinesis
4 11 (8.15%) Amazon S3
5 10 (7.41%) Serverless
6 9 (6.67%) AWS Lambda
7 8 (5.93%) Google Cloud Platform
8 7 (5.19%) Cloud Computing
9 6 (4.44%) PaaS
10 5 (3.70%) IaaS
11 4 (2.96%) IBM Cloud
12 3 (2.22%) Amazon EC2
12 3 (2.22%) GitHub
12 3 (2.22%) Google Analytics
13 2 (1.48%) AWS Elastic Beanstalk
14 1 (0.74%) npm
14 1 (0.74%) Yarn
Communications & Networking
1 23 (17.04%) Kerberos
2 11 (8.15%) SSL
3 9 (6.67%) HTTP
4 7 (5.19%) Firewall
5 6 (4.44%) HTTPS
5 6 (4.44%) VPN
6 1 (0.74%) Internet
6 1 (0.74%) Network Security
Database & Business Intelligence
1 131 (97.04%) Hadoop
2 126 (93.33%) Apache Hive
3 120 (88.89%) Big Data
4 65 (48.15%) Data Warehouse
5 58 (42.96%) HBase
6 47 (34.81%) Sqoop
7 43 (31.85%) Enterprise Data Warehouse
8 41 (30.37%) OLAP
8 41 (30.37%) OLAP Cube
8 41 (30.37%) Star Schema
9 20 (14.81%) Amazon Redshift
10 18 (13.33%) NoSQL
11 16 (11.85%) PostgreSQL
12 15 (11.11%) Data Lake
13 14 (10.37%) SQL Server
14 13 (9.63%) Impala
14 13 (9.63%) MongoDB
15 12 (8.89%) Apache Cassandra
16 9 (6.67%) Flink
16 9 (6.67%) Parquet
Development Applications
1 17 (12.59%) Jenkins
2 8 (5.93%) Git (software)
3 7 (5.19%) JUnit
4 5 (3.70%) JIRA
4 5 (3.70%) Sonatype Nexus
5 4 (2.96%) Ant
5 4 (2.96%) CruiseControl
5 4 (2.96%) GitLab
5 4 (2.96%) IBM UrbanCode
5 4 (2.96%) Maven
6 2 (1.48%) Cucumber
6 2 (1.48%) Jasmine
6 2 (1.48%) Mocha
6 2 (1.48%) Oracle APEX
6 2 (1.48%) Selenium
6 2 (1.48%) Travis CI
7 1 (0.74%) ERwin
7 1 (0.74%) Gerrit
7 1 (0.74%) JBehave
7 1 (0.74%) Subversion
General
1 61 (45.19%) Finance
2 29 (21.48%) Banking
3 11 (8.15%) Investment Banking
4 10 (7.41%) Legal
5 4 (2.96%) Marketing
6 3 (2.22%) Telecoms
7 1 (0.74%) Retail
7 1 (0.74%) Retail Banking
Job Titles
1 67 (49.63%) Data Engineer
2 52 (38.52%) Hadoop Engineer
3 44 (32.59%) Big Data Engineer
4 22 (16.30%) Developer
5 20 (14.81%) Architect
6 17 (12.59%) Big Data Developer
6 17 (12.59%) Data Architect
7 15 (11.11%) Big Data Architect
8 8 (5.93%) AWS Engineer
9 7 (5.19%) Java Developer
10 6 (4.44%) AWS Architect
10 6 (4.44%) Consultant
10 6 (4.44%) DevOps Engineer
10 6 (4.44%) Senior Data Engineer
10 6 (4.44%) Technical Architect
11 5 (3.70%) Senior DevOps
12 4 (2.96%) Azure DevOps
12 4 (2.96%) Azure DevOps Engineer
12 4 (2.96%) Azure Engineer
12 4 (2.96%) Senior Hadoop Engineer
Libraries, Frameworks & Software Standards
1 109 (80.74%) Kafka
2 10 (7.41%) PySpark
3 9 (6.67%) J2EE
4 8 (5.93%) OAuth
5 7 (5.19%) Apache Avro
5 7 (5.19%) LDAP
6 6 (4.44%) SAML
7 5 (3.70%) .NET
8 4 (2.96%) JSON
8 4 (2.96%) Spark Streaming
8 4 (2.96%) XML
9 2 (1.48%) Jest
9 2 (1.48%) JSLint
9 2 (1.48%) Lucene
9 2 (1.48%) Memcached
9 2 (1.48%) OAuth2
9 2 (1.48%) Play Framework
9 2 (1.48%) Redux
9 2 (1.48%) RESTful
9 2 (1.48%) Swagger
Miscellaneous
1 5 (3.70%) Computer Science
1 5 (3.70%) Data Centre
1 5 (3.70%) Virtual Team
2 4 (2.96%) Algorithms
2 4 (2.96%) Data Structures
3 3 (2.22%) Analytical Skills
3 3 (2.22%) Fintech
4 2 (1.48%) Clustering
4 2 (1.48%) Enterprise Software
4 2 (1.48%) Greenfield Project
4 2 (1.48%) Management Information System
5 1 (0.74%) Grid Computing
5 1 (0.74%) MPEG
5 1 (0.74%) Replication
Operating Systems
1 31 (22.96%) Linux
2 9 (6.67%) Unix
3 6 (4.44%) Red Hat Enterprise Linux
4 3 (2.22%) Windows
5 1 (0.74%) DC/OS
5 1 (0.74%) Windows Server
5 1 (0.74%) Windows Server 2008
Processes & Methodologies
1 69 (51.11%) Analytics
2 64 (47.41%) Data Science
3 56 (41.48%) Data Modelling
4 48 (35.56%) Machine Learning
5 42 (31.11%) Agile Software Development
5 42 (31.11%) DevOps
6 41 (30.37%) SQL Optimisation
7 25 (18.52%) Business Intelligence
8 21 (15.56%) Open Source
8 21 (15.56%) Scrum
9 19 (14.07%) MapReduce
10 17 (12.59%) Configuration Management
11 16 (11.85%) ETL
12 15 (11.11%) Data Engineering
12 15 (11.11%) Data Ingestion
13 14 (10.37%) Data Governance
14 11 (8.15%) Information Security
14 11 (8.15%) TDD
14 11 (8.15%) Test Automation
15 10 (7.41%) Software Engineering
Programming Languages
1 69 (51.11%) SQL
2 55 (40.74%) Java
3 36 (26.67%) Python
4 19 (14.07%) Scala
5 10 (7.41%) Java 8
6 7 (5.19%) T-SQL
7 5 (3.70%) Bash Shell
7 5 (3.70%) C#
8 4 (2.96%) Shell Script
9 3 (2.22%) Groovy
10 2 (1.48%) F#
10 2 (1.48%) JavaScript
10 2 (1.48%) R
10 2 (1.48%) Ruby
11 1 (0.74%) C
11 1 (0.74%) Clojure
11 1 (0.74%) Haskell
11 1 (0.74%) Perl
11 1 (0.74%) XPath
Qualifications
1 3 (2.22%) Computer Science Degree
1 3 (2.22%) Degree
1 3 (2.22%) SC Cleared
1 3 (2.22%) Security Cleared
2 1 (0.74%) CISSP
2 1 (0.74%) Numerate Degree
2 1 (0.74%) PhD
Quality Assurance & Compliance
1 53 (39.26%) Data Quality
2 9 (6.67%) GDPR
3 6 (4.44%) ISO/IEC 27001
3 6 (4.44%) QA
System Software
1 58 (42.96%) HDFS
2 30 (22.22%) Apache Flume
3 22 (16.30%) Apache ZooKeeper
4 10 (7.41%) Docker
5 5 (3.70%) Active Directory
Systems Management
1 45 (33.33%) Hadoop YARN
2 14 (10.37%) Ambari
3 11 (8.15%) Terraform
4 7 (5.19%) Ansible
5 6 (4.44%) Single Sign-On
6 5 (3.70%) Apache Slider
7 4 (2.96%) Consul
7 4 (2.96%) Packer
8 3 (2.22%) Kubernetes
9 2 (1.48%) Prometheus
10 1 (0.74%) Apache Brooklyn
10 1 (0.74%) FreeIPA
10 1 (0.74%) Kibana
10 1 (0.74%) Marathon
10 1 (0.74%) Mesos
10 1 (0.74%) Salt
Vendors
1 22 (16.30%) Tableau
2 18 (13.33%) Cloudera
3 17 (12.59%) Hortonworks
4 15 (11.11%) Google
5 9 (6.67%) Salesforce.com
6 7 (5.19%) Informatica
7 6 (4.44%) Cognos
7 6 (4.44%) Oracle
8 5 (3.70%) SAP
8 5 (3.70%) Talend
9 4 (2.96%) IBM
9 4 (2.96%) Splunk
10 3 (2.22%) MapR
10 3 (2.22%) Microsoft
11 2 (1.48%) Facebook
12 1 (0.74%) Red Hat
12 1 (0.74%) SaltStack