Period
to 18 January 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 18 January 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
18 Jan 2018
Same period 2017 Same period 2016
Rank 495 534 521
Rank change year-on-year +39 -13 +14
Contract jobs citing Oozie 135 68 66
As % of all contract IT jobs advertised in London 0.29% 0.16% 0.15%
As % of the Systems Management category 2.37% 1.37% 1.68%
Number of daily rates quoted 113 41 44
London median daily rate £550 £550 £538
Median daily rate % change year-on-year - +2.33% -23.21%
10th Percentile £400 £438 £453
90th Percentile £675 £775 £693
England median daily rate £559 £535 £538
% change year-on-year +4.44% -0.47% -23.21%
Number of hourly rates quoted 0 0 0
London median hourly rate - - -
England median hourly rate £45.00 - £33.55

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 5,702 4,950 3,918
As % of all contract IT jobs advertised in London 12.26% 11.78% 8.94%
Number of daily rates quoted 4,283 3,341 2,703
London median daily rate £525 £500 £450
Median daily rate % change year-on-year +5.00% +11.11% +5.88%
10th Percentile £313 £325 £275
90th Percentile £650 £625 £613
England median daily rate £485 £450 £425
% change year-on-year +7.78% +5.88% +6.25%
Number of hourly rates quoted 54 67 70
London median hourly rate £24.90 £20.00 £20.50
Median hourly rate % change year-on-year +24.48% -2.44% +10.22%
10th Percentile £11.86 £13.60 £13.45
90th Percentile £129.85 £47.00 £43.08
England median hourly rate £16.62 £20.00 £20.00
% change year-on-year -16.89% - -

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 18 January 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 18 January 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 +36 63 £625 +31.58% 2
East London - 1 £550 - 3
South London - 1 - - 1
Oozie
England

For the 6 months to 18 January 2018, IT contractor jobs citing Oozie 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 London region with a requirement for Oozie.

1 127 (94.07%) Apache Spark
2 123 (91.11%) Apache Hive
3 121 (89.63%) Hadoop
4 113 (83.70%) Big Data
5 106 (78.52%) HDFS
6 104 (77.04%) Apache Flume
7 89 (65.93%) Kafka
8 88 (65.19%) Java
9 66 (48.89%) Python
10 58 (42.96%) HBase
10 58 (42.96%) Ambari
11 56 (41.48%) MapReduce
12 55 (40.74%) Sqoop
12 55 (40.74%) PySpark
13 52 (38.52%) Hadoop YARN
13 52 (38.52%) DevOps
14 48 (35.56%) Open Source
15 45 (33.33%) Data Engineering
15 45 (33.33%) PostgreSQL
16 36 (26.67%) Amazon AWS
16 36 (26.67%) NoSQL
17 35 (25.93%) Tableau
17 35 (25.93%) Impala
18 34 (25.19%) Jenkins
18 34 (25.19%) Agile Software Development
19 33 (24.44%) Oracle
20 32 (23.70%) SQL
21 30 (22.22%) IBM
21 30 (22.22%) Bluemix
21 30 (22.22%) IBM Cloud

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
1 127 (94.07%) Apache Spark
2 21 (15.56%) Elasticsearch
3 18 (13.33%) Apache
3 18 (13.33%) Apache Pig
4 14 (10.37%) Apache Solr
5 8 (5.93%) Apache Airflow
6 5 (3.70%) nginx
6 5 (3.70%) Tomcat
7 3 (2.22%) SharePoint
8 1 (0.74%) Oracle Workflow
Cloud Services
1 36 (26.67%) Amazon AWS
2 30 (22.22%) Bluemix
2 30 (22.22%) IBM Cloud
3 29 (21.48%) GitHub
4 7 (5.19%) Amazon EMR
5 6 (4.44%) Amazon S3
6 4 (2.96%) Amazon Kinesis
6 4 (2.96%) Google Cloud Platform
7 3 (2.22%) AWS Lambda
7 3 (2.22%) Serverless
8 2 (1.48%) Amazon EC2
8 2 (1.48%) Amazon SQS
8 2 (1.48%) PaaS
Communications & Networking
1 20 (14.81%) Kerberos
2 11 (8.15%) SSL
3 7 (5.19%) LDAP
4 2 (1.48%) HTTP
4 2 (1.48%) Internet
Database & Business Intelligence
1 123 (91.11%) Apache Hive
2 121 (89.63%) Hadoop
3 113 (83.70%) Big Data
4 58 (42.96%) HBase
5 55 (40.74%) Sqoop
6 45 (33.33%) PostgreSQL
7 36 (26.67%) NoSQL
8 35 (25.93%) Impala
9 29 (21.48%) Data Warehouse
10 26 (19.26%) Relational Database
11 21 (15.56%) Apache Cassandra
12 20 (14.81%) RDBMS
13 15 (11.11%) Oracle Database
14 14 (10.37%) Oracle ODI
15 9 (6.67%) MongoDB
16 6 (4.44%) Amazon Redshift
17 5 (3.70%) HCatalog
17 5 (3.70%) Presto
18 4 (2.96%) Amazon DynamoDB
18 4 (2.96%) BigQuery
Development Applications
1 34 (25.19%) Jenkins
2 5 (3.70%) Git (software)
2 5 (3.70%) JUnit
3 4 (2.96%) JIRA
4 2 (1.48%) Mockito
4 2 (1.48%) Subversion
5 1 (0.74%) Atlassian Bamboo
General
1 27 (20.00%) Finance
2 25 (18.52%) Banking
3 10 (7.41%) Telecoms
4 8 (5.93%) Investment Banking
5 5 (3.70%) Marketing
6 3 (2.22%) Electronics
6 3 (2.22%) Manufacturing
6 3 (2.22%) Retail
7 2 (1.48%) Games
8 1 (0.74%) Front Office
8 1 (0.74%) Law
Job Titles
1 39 (28.89%) Data Engineer
2 34 (25.19%) Big Data Engineer
3 28 (20.74%) Developer
4 23 (17.04%) Hadoop Engineer
5 15 (11.11%) Architect
5 15 (11.11%) Java Engineer
6 14 (10.37%) Senior Hadoop Engineer
6 14 (10.37%) Senior Java Engineer
7 13 (9.63%) Big Data Developer
8 12 (8.89%) Consultant
8 12 (8.89%) Data Architect
9 8 (5.93%) Apache Spark Developer
9 8 (5.93%) Hadoop Developer
10 7 (5.19%) Hadoop Consultant
10 7 (5.19%) Scala Developer
11 5 (3.70%) Administrator
11 5 (3.70%) Big Data Architect
11 5 (3.70%) DevOps Engineer
11 5 (3.70%) Principal Consultant
12 4 (2.96%) Java Developer
Libraries, Frameworks & Software Standards
1 89 (65.93%) Kafka
2 55 (40.74%) PySpark
3 8 (5.93%) REST
4 7 (5.19%) JSON
5 6 (4.44%) Akka
6 5 (3.70%) Apache Avro
6 5 (3.70%) Sensu
7 4 (2.96%) Velocity
7 4 (2.96%) Web Services
8 3 (2.22%) Hibernate
8 3 (2.22%) Natural Language Processing
8 3 (2.22%) Node.js
8 3 (2.22%) Spring
9 2 (1.48%) Cascading
9 2 (1.48%) JSON Schema
9 2 (1.48%) LEMP Stack
9 2 (1.48%) RESTful
9 2 (1.48%) WebHDFS
9 2 (1.48%) XML
9 2 (1.48%) XML Schema
Miscellaneous
1 25 (18.52%) Analytical Skills
2 10 (7.41%) Computer Science
3 6 (4.44%) Replication
4 5 (3.70%) Linked Data
4 5 (3.70%) Semantic Web
5 3 (2.22%) Credit Derivative
5 3 (2.22%) Derivative
5 3 (2.22%) Equities
5 3 (2.22%) Foreign Exchange (FX)
6 2 (1.48%) Data Centre
6 2 (1.48%) iPad
6 2 (1.48%) Media Streaming
6 2 (1.48%) Mobile App
6 2 (1.48%) MPEG
6 2 (1.48%) Over-the-Top Content
7 1 (0.74%) Credit Risk
7 1 (0.74%) Greenfield Project
7 1 (0.74%) Grid Computing
7 1 (0.74%) Reference Data
Operating Systems
1 26 (19.26%) Linux
2 18 (13.33%) Red Hat Enterprise Linux
3 1 (0.74%) Debian
3 1 (0.74%) Ubuntu
3 1 (0.74%) Unix
3 1 (0.74%) Windows
3 1 (0.74%) Windows Server
3 1 (0.74%) Windows Server 2008
Processes & Methodologies
1 56 (41.48%) MapReduce
2 52 (38.52%) DevOps
3 48 (35.56%) Open Source
4 45 (33.33%) Data Engineering
5 34 (25.19%) Agile Software Development
6 28 (20.74%) Business Intelligence
7 24 (17.78%) Data Modelling
8 22 (16.30%) ETL
9 21 (15.56%) Multithreading
10 17 (12.59%) Analytics
11 16 (11.85%) Use Case
12 12 (8.89%) Data Integration
13 11 (8.15%) BDD
13 11 (8.15%) Capacity Management
13 11 (8.15%) Data Analytics
13 11 (8.15%) Mentoring
14 10 (7.41%) Change Management
15 9 (6.67%) OO
15 9 (6.67%) Workflow
16 8 (5.93%) Microservices
Programming Languages
1 88 (65.19%) Java
2 66 (48.89%) Python
3 32 (23.70%) SQL
4 23 (17.04%) Shell Script
5 17 (12.59%) Scala
6 15 (11.11%) PL/SQL
7 5 (3.70%) C#
7 5 (3.70%) SPARQL
8 3 (2.22%) HiveQL
9 2 (1.48%) Bash Shell
9 2 (1.48%) XPath
Qualifications
1 11 (8.15%) Degree
2 9 (6.67%) Computer Science Degree
3 2 (1.48%) Security Cleared
4 1 (0.74%) Master's Degree
4 1 (0.74%) Numerate Degree
4 1 (0.74%) SC Cleared
Quality Assurance & Compliance
1 5 (3.70%) QA
2 1 (0.74%) Basel III
2 1 (0.74%) Data Quality
2 1 (0.74%) Dodd-Frank
System Software
1 106 (78.52%) HDFS
2 104 (77.04%) Apache Flume
3 17 (12.59%) Apache ZooKeeper
4 14 (10.37%) Docker
5 12 (8.89%) Active Directory
Systems Management
1 58 (42.96%) Ambari
2 52 (38.52%) Hadoop YARN
3 14 (10.37%) Kubernetes
4 9 (6.67%) Apache Slider
5 6 (4.44%) Ansible
5 6 (4.44%) Opscode Chef
6 5 (3.70%) Salt
7 3 (2.22%) HP Quality Center
7 3 (2.22%) Puppet
Vendors
1 35 (25.93%) Tableau
2 33 (24.44%) Oracle
3 30 (22.22%) IBM
4 26 (19.26%) Cloudera
5 21 (15.56%) Hortonworks
6 5 (3.70%) Informatica
6 5 (3.70%) SaltStack
6 5 (3.70%) SAP
7 3 (2.22%) CA Agile Central
7 3 (2.22%) HP
8 2 (1.48%) Cognos
8 2 (1.48%) MapR
8 2 (1.48%) Talend
8 2 (1.48%) Vertica
9 1 (0.74%) Palantir
9 1 (0.74%) Red Hat