Period
to 18 June 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 June 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 Jun 2018
Same period 2017 Same period 2016
Rank 459 521 568
Rank change year-on-year +62 +47 +4
Contract jobs citing Oozie 165 64 25
As % of all contract IT jobs advertised in London 0.37% 0.16% 0.058%
As % of the Systems Management category 2.70% 1.38% 0.53%
Number of daily rates quoted 130 44 18
London median daily rate £550 £519 £525
Median daily rate % change year-on-year +6.02% -1.19% -4.55%
10th Percentile £450 £416 £329
90th Percentile £664 £753 £665
England median daily rate £550 £475 £525
% change year-on-year +15.79% -9.52% -4.55%
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 6,108 4,622 4,715
As % of all contract IT jobs advertised in London 13.62% 11.66% 10.87%
Number of daily rates quoted 4,481 3,315 3,341
London median daily rate £525 £500 £475
Median daily rate % change year-on-year +5.00% +5.26% +10.47%
10th Percentile £313 £313 £300
90th Percentile £675 £638 £613
England median daily rate £488 £460 £425
% change year-on-year +5.98% +8.24% +6.25%
Number of hourly rates quoted 80 38 41
London median hourly rate £25.00 £24.86 £22.00
Median hourly rate % change year-on-year +0.56% +13.00% +15.79%
10th Percentile £13.31 £14.73 £16.25
90th Percentile £64.13 £47.00 £53.75
England median hourly rate £19.00 £18.00 £22.00
% change year-on-year +5.56% -18.18% +10.00%

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 June 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 June 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 -16 43 £550 +11.68% 3
South London - 3 £389 -
East London - 2 £430 - 1
Oozie
England

For the 6 months to 18 June 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.

1 162 (98.18%) Apache Spark
2 154 (93.33%) Hadoop
3 148 (89.70%) Apache Hive
4 137 (83.03%) Big Data
5 134 (81.21%) Kafka
6 100 (60.61%) Data Warehouse
7 94 (56.97%) SQL
8 87 (52.73%) Analytics
9 82 (49.70%) Finance
10 75 (45.45%) Data Modelling
11 73 (44.24%) Data Science
12 66 (40.00%) Amazon AWS
13 63 (38.18%) DevOps
14 61 (36.97%) HDFS
15 58 (35.15%) Data Quality
15 58 (35.15%) HBase
15 58 (35.15%) Java
16 57 (34.55%) Machine Learning
17 52 (31.52%) Enterprise Data Warehouse
17 52 (31.52%) Python
18 49 (29.70%) OLAP
18 49 (29.70%) Star Schema
18 49 (29.70%) OLAP Cube
19 48 (29.09%) Apache Flume
20 47 (28.48%) SQL Optimisation
21 41 (24.85%) Scala
22 39 (23.64%) Agile Software Development
23 37 (22.42%) Linux
24 36 (21.82%) Data Ingestion
25 35 (21.21%) Hadoop YARN

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
1 162 (98.18%) Apache Spark
2 33 (20.00%) Apache Pig
3 30 (18.18%) Apache Solr
4 14 (8.48%) Apache
5 12 (7.27%) Elasticsearch
6 8 (4.85%) Apache Airflow
6 8 (4.85%) Tomcat
7 6 (3.64%) nginx
8 2 (1.21%) SAS
9 1 (0.61%) Cloud Foundry
9 1 (0.61%) Jupyter
Applications
1 1 (0.61%) Shockwave
Cloud Services
1 66 (40.00%) Amazon AWS
2 33 (20.00%) Amazon EMR
3 21 (12.73%) Amazon Kinesis
3 21 (12.73%) Amazon S3
4 19 (11.52%) Serverless
5 18 (10.91%) AWS Lambda
6 12 (7.27%) Google Cloud Platform
7 10 (6.06%) Amazon EC2
7 10 (6.06%) Google Analytics
8 5 (3.03%) PaaS
9 4 (2.42%) Microsoft Azure
10 2 (1.21%) AWS Elastic Beanstalk
10 2 (1.21%) Yarn
11 1 (0.61%) Bluemix
11 1 (0.61%) Cloud Computing
11 1 (0.61%) IBM Cloud
11 1 (0.61%) npm
Communications & Networking
1 33 (20.00%) Kerberos
2 11 (6.67%) SSL
3 3 (1.82%) HTTP
4 2 (1.21%) Firewall
4 2 (1.21%) Network Security
5 1 (0.61%) Internet
Database & Business Intelligence
1 154 (93.33%) Hadoop
2 148 (89.70%) Apache Hive
3 137 (83.03%) Big Data
4 100 (60.61%) Data Warehouse
5 58 (35.15%) HBase
6 52 (31.52%) Enterprise Data Warehouse
7 49 (29.70%) OLAP
7 49 (29.70%) OLAP Cube
7 49 (29.70%) Star Schema
8 35 (21.21%) Amazon Redshift
9 30 (18.18%) NoSQL
9 30 (18.18%) PostgreSQL
9 30 (18.18%) Sqoop
10 25 (15.15%) MongoDB
11 22 (13.33%) Flink
12 21 (12.73%) Apache Cassandra
12 21 (12.73%) SQL Server
13 20 (12.12%) Impala
14 15 (9.09%) Data Lake
15 11 (6.67%) Cloudera CDH
Development Applications
1 11 (6.67%) Jenkins
2 8 (4.85%) JIRA
2 8 (4.85%) Oracle APEX
3 7 (4.24%) JUnit
4 5 (3.03%) GitLab
4 5 (3.03%) Subversion
5 2 (1.21%) ERwin
5 2 (1.21%) Git (software)
5 2 (1.21%) Jasmine
5 2 (1.21%) Maven
5 2 (1.21%) Mocha
5 2 (1.21%) Sonatype Nexus
6 1 (0.61%) Cucumber
6 1 (0.61%) Selenium
General
1 82 (49.70%) Finance
2 33 (20.00%) Banking
3 10 (6.06%) Investment Banking
4 9 (5.45%) Telecoms
5 4 (2.42%) Marketing
6 2 (1.21%) Legal
Job Titles
1 84 (50.91%) Data Engineer
2 52 (31.52%) Hadoop Engineer
3 40 (24.24%) Big Data Engineer
4 27 (16.36%) Developer
5 25 (15.15%) Architect
6 23 (13.94%) Data Architect
7 16 (9.70%) Big Data Architect
7 16 (9.70%) Big Data Developer
8 15 (9.09%) AWS Engineer
9 13 (7.88%) Consultant
10 12 (7.27%) Senior Data Engineer
11 11 (6.67%) AWS Architect
12 10 (6.06%) Python Engineer
13 9 (5.45%) Apache Spark Developer
14 8 (4.85%) Business Developer
14 8 (4.85%) Business Intelligence Developer
14 8 (4.85%) Cloud Architect
14 8 (4.85%) Python Developer
15 7 (4.24%) Hadoop Consultant
15 7 (4.24%) Principal Consultant
Libraries, Frameworks & Software Standards
1 134 (81.21%) Kafka
2 10 (6.06%) J2EE
3 8 (4.85%) Spark Streaming
4 7 (4.24%) JSON
4 7 (4.24%) LDAP
4 7 (4.24%) XML
5 6 (3.64%) Sensu
6 5 (3.03%) Apache Avro
6 5 (3.03%) LEMP Stack
6 5 (3.03%) PySpark
7 4 (2.42%) Lucene
8 3 (1.82%) Apache Tez
8 3 (1.82%) Redux
9 2 (1.21%) Jest
9 2 (1.21%) JSLint
9 2 (1.21%) OAuth2
9 2 (1.21%) Play Framework
9 2 (1.21%) React
9 2 (1.21%) Swagger
9 2 (1.21%) Web Services
Miscellaneous
1 11 (6.67%) Fintech
2 10 (6.06%) Algorithms
2 10 (6.06%) Data Structures
3 8 (4.85%) Computer Science
4 5 (3.03%) Analytical Skills
4 5 (3.03%) Clustering
4 5 (3.03%) Grid Computing
5 3 (1.82%) Enterprise Software
6 2 (1.21%) Greenfield Project
6 2 (1.21%) Replication
6 2 (1.21%) Robotics
7 1 (0.61%) Foreign Exchange (FX)
7 1 (0.61%) Management Information System
7 1 (0.61%) MPEG
Operating Systems
1 37 (22.42%) Linux
2 18 (10.91%) Red Hat Enterprise Linux
3 16 (9.70%) Unix
4 7 (4.24%) Windows
5 5 (3.03%) Windows Server
5 5 (3.03%) Windows Server 2008
6 1 (0.61%) Debian
6 1 (0.61%) Ubuntu
Processes & Methodologies
1 87 (52.73%) Analytics
2 75 (45.45%) Data Modelling
3 73 (44.24%) Data Science
4 63 (38.18%) DevOps
5 57 (34.55%) Machine Learning
6 47 (28.48%) SQL Optimisation
7 39 (23.64%) Agile Software Development
8 36 (21.82%) Data Ingestion
9 34 (20.61%) ETL
10 24 (14.55%) MapReduce
11 23 (13.94%) Business Intelligence
12 22 (13.33%) Data Integration
13 21 (12.73%) Data Engineering
14 20 (12.12%) Data Governance
15 19 (11.52%) Open Source
16 18 (10.91%) Data Architecture
16 18 (10.91%) Performance Tuning
16 18 (10.91%) Scrum
17 12 (7.27%) Configuration Management
18 9 (5.45%) E-Commerce
Programming Languages
1 94 (56.97%) SQL
2 58 (35.15%) Java
3 52 (31.52%) Python
4 41 (24.85%) Scala
5 16 (9.70%) Java 8
5 16 (9.70%) Shell Script
6 7 (4.24%) Bash Shell
6 7 (4.24%) T-SQL
7 4 (2.42%) R
8 3 (1.82%) C#
9 2 (1.21%) F#
9 2 (1.21%) Groovy
9 2 (1.21%) JavaScript
9 2 (1.21%) Ruby
10 1 (0.61%) C
10 1 (0.61%) ES6
10 1 (0.61%) TypeScript
10 1 (0.61%) XPath
Qualifications
1 8 (4.85%) Computer Science Degree
1 8 (4.85%) Degree
1 8 (4.85%) SC Cleared
1 8 (4.85%) Security Cleared
2 5 (3.03%) Numerate Degree
Quality Assurance & Compliance
1 58 (35.15%) Data Quality
2 8 (4.85%) GCP
3 3 (1.82%) QA
System Software
1 61 (36.97%) HDFS
2 48 (29.09%) Apache Flume
3 33 (20.00%) Apache ZooKeeper
4 14 (8.48%) Docker
5 11 (6.67%) Active Directory
Systems Management
1 35 (21.21%) Hadoop YARN
2 12 (7.27%) Ambari
2 12 (7.27%) Terraform
3 11 (6.67%) Apache Slider
4 7 (4.24%) Consul
4 7 (4.24%) Packer
5 6 (3.64%) Ansible
5 6 (3.64%) Salt
6 2 (1.21%) FreeIPA
7 1 (0.61%) Kibana
7 1 (0.61%) Opscode Chef
7 1 (0.61%) Puppet
Vendors
1 26 (15.76%) Google
2 20 (12.12%) Salesforce.com
3 19 (11.52%) Cloudera
3 19 (11.52%) Tableau
4 17 (10.30%) Hortonworks
5 15 (9.09%) Oracle
6 11 (6.67%) Talend
7 7 (4.24%) Informatica
8 6 (3.64%) SaltStack
9 3 (1.82%) IBM
10 2 (1.21%) Facebook
10 2 (1.21%) SAP
10 2 (1.21%) Teradata
11 1 (0.61%) FXall
11 1 (0.61%) MapR
11 1 (0.61%) Red Hat
11 1 (0.61%) Reuters