Period
to 21 October 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Oozie skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Oozie over the 6 months to 21 October 2018 with a comparison to the same period in the previous 2 years.

Apache Oozie
England > London
6 months to
21 Oct 2018
Same period 2017 Same period 2016
Rank 686 789 812
Rank change year-on-year +103 +23 +56
Permanent jobs citing Oozie 123 54 50
As % of all permanent IT jobs advertised in London 0.18% 0.073% 0.065%
As % of the Systems Management category 1.49% 0.71% 0.64%
Number of salaries quoted 81 40 28
London median annual salary £80,000 £58,000 £75,000
Median salary % change year-on-year +37.93% -22.67% +7.14%
10th Percentile £55,000 £45,000 £60,000
90th Percentile £100,000 £98,000 £94,125
England median annual salary £75,000 £56,250 £60,000
% change year-on-year +33.33% -6.25% -7.69%

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

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 8,266 7,649 7,811
As % of all permanent IT jobs advertised in London 12.24% 10.32% 10.16%
Number of salaries quoted 6,697 6,331 6,700
London median annual salary £65,000 £62,000 £58,500
Median salary % change year-on-year +4.84% +5.98% +6.36%
10th Percentile £38,000 £37,000 £36,250
90th Percentile £95,000 £90,000 £85,000
England median annual salary £55,000 £53,000 £50,000
% change year-on-year +3.77% +6.00% -

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
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Oozie in London.

Salary trend for Oozie in London

Oozie
Salary Histogram in London

The salary distribution of IT jobs citing Oozie in London over the 6 months to 21 October 2018.

Salary histogram for Oozie in London

Oozie
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Oozie within the London region over the 6 months to 21 October 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -15 22 £85,000 +6.25% 4
West London +41 3 £70,000 +16.67% 3
East London - 2 £75,000 - 1
Oozie
England

For the 6 months to 21 October 2018, IT 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 permanent job ads across the London region with a requirement for Oozie.

1 117 (95.12%) Apache Hive
2 113 (91.87%) Big Data
3 110 (89.43%) Hadoop
3 110 (89.43%) Apache Spark
4 80 (65.04%) Amazon AWS
4 80 (65.04%) Kafka
5 77 (62.60%) Python
6 64 (52.03%) Scala
7 62 (50.41%) Apache Pig
8 61 (49.59%) HBase
9 59 (47.97%) Amazon Redshift
10 58 (47.15%) SQL
11 56 (45.53%) Agile Software Development
12 55 (44.72%) Java
13 51 (41.46%) Cloudera
14 50 (40.65%) HDFS
15 47 (38.21%) Apache Flume
15 47 (38.21%) NoSQL
16 46 (37.40%) Apache Cassandra
17 43 (34.96%) Analytics
18 42 (34.15%) Impala
19 41 (33.33%) Hortonworks
20 40 (32.52%) Scrum
21 39 (31.71%) Data Science
22 38 (30.89%) Hadoop YARN
23 37 (30.08%) Elasticsearch
24 36 (29.27%) MapR
25 34 (27.64%) MapReduce
25 34 (27.64%) ETL
26 33 (26.83%) Flink

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
1 110 (89.43%) Apache Spark
2 62 (50.41%) Apache Pig
3 37 (30.08%) Elasticsearch
4 22 (17.89%) Apache Solr
5 9 (7.32%) Apache
6 5 (4.07%) Tomcat
6 5 (4.07%) WildFly
7 3 (2.44%) SAS
8 1 (0.81%) Apache Airflow
8 1 (0.81%) Luigi
Applications
1 3 (2.44%) Chatbot
2 1 (0.81%) SPSS
Cloud Services
1 80 (65.04%) Amazon AWS
2 19 (15.45%) AWS Lambda
2 19 (15.45%) Serverless
3 18 (14.63%) Amazon EC2
4 14 (11.38%) Amazon EMR
5 13 (10.57%) Amazon S3
5 13 (10.57%) Microsoft Azure
6 7 (5.69%) Google Cloud Platform
7 6 (4.88%) Amazon Kinesis
8 4 (3.25%) Amazon ElastiCache
8 4 (3.25%) Amazon ELB
8 4 (3.25%) Cloud Computing
8 4 (3.25%) Google Analytics
9 2 (1.63%) GitHub
10 1 (0.81%) Amazon CloudWatch
10 1 (0.81%) AWS CloudFormation
10 1 (0.81%) AWS CloudTrail
10 1 (0.81%) AWS Elastic Beanstalk
Communications & Networking
1 12 (9.76%) Kerberos
2 4 (3.25%) Firewall
2 4 (3.25%) SSL
3 3 (2.44%) TCP/IP
3 3 (2.44%) VPN
4 2 (1.63%) VLAN
5 1 (0.81%) HTTP
Database & Business Intelligence
1 117 (95.12%) Apache Hive
2 113 (91.87%) Big Data
3 110 (89.43%) Hadoop
4 61 (49.59%) HBase
5 59 (47.97%) Amazon Redshift
6 47 (38.21%) NoSQL
7 46 (37.40%) Apache Cassandra
8 42 (34.15%) Impala
9 33 (26.83%) Flink
10 31 (25.20%) Couchbase
10 31 (25.20%) CouchDB
11 25 (20.33%) Sqoop
12 19 (15.45%) Spark SQL
13 16 (13.01%) Data Lake
13 16 (13.01%) MySQL
13 16 (13.01%) SQL Server
14 15 (12.20%) PostgreSQL
15 14 (11.38%) Data Warehouse
16 10 (8.13%) SQL Server Integration Services
17 9 (7.32%) MongoDB
Development Applications
1 9 (7.32%) Git (software)
2 6 (4.88%) ERwin
2 6 (4.88%) GitLab
2 6 (4.88%) Jenkins
3 2 (1.63%) Hudson
3 2 (1.63%) Travis CI
4 1 (0.81%) Jasmine
4 1 (0.81%) Mocha
General
1 19 (15.45%) Telecoms
2 13 (10.57%) Games
3 11 (8.94%) Finance
3 11 (8.94%) Marketing
4 7 (5.69%) Banking
5 6 (4.88%) Retail
6 1 (0.81%) Law
6 1 (0.81%) Military
Job Titles
1 57 (46.34%) Data Engineer
2 56 (45.53%) Big Data Engineer
3 20 (16.26%) Developer
4 19 (15.45%) Hadoop Developer
4 19 (15.45%) Senior Data Engineer
5 17 (13.82%) Big Data Developer
6 15 (12.20%) Apache Spark Developer
7 12 (9.76%) Games Engineer
8 7 (5.69%) Python Engineer
9 6 (4.88%) Architect
9 6 (4.88%) AWS Engineer
10 5 (4.07%) Consultant
10 5 (4.07%) Database Engineer
10 5 (4.07%) Linux Engineer
10 5 (4.07%) Senior Database Engineer
10 5 (4.07%) Senior Linux Engineer
11 4 (3.25%) AWS Architect
11 4 (3.25%) Data Scientist
11 4 (3.25%) Machine Learning Scientist
11 4 (3.25%) Telecoms Developer
Libraries, Frameworks & Software Standards
1 80 (65.04%) Kafka
2 12 (9.76%) .NET
3 9 (7.32%) LDAP
4 5 (4.07%) JSON
4 5 (4.07%) Middleware
4 5 (4.07%) Pandas
5 4 (3.25%) Akka
5 4 (3.25%) LAMP
5 4 (3.25%) NumPy
5 4 (3.25%) PySpark
5 4 (3.25%) scikit-learn
5 4 (3.25%) SciPy
6 3 (2.44%) Spark Streaming
6 3 (2.44%) SPNEGO
7 2 (1.63%) Natural Language Processing
7 2 (1.63%) Node.js
7 2 (1.63%) YAML
8 1 (0.81%) Django
8 1 (0.81%) OAuth
8 1 (0.81%) RESTful
Miscellaneous
1 18 (14.63%) Fintech
2 9 (7.32%) Algorithms
3 7 (5.69%) Analytical Skills
4 6 (4.88%) Enterprise Software
5 5 (4.07%) Computer Science
5 5 (4.07%) Data Structures
6 4 (3.25%) FMCG
6 4 (3.25%) Virtual Team
7 3 (2.44%) Linux Command Line
8 1 (0.81%) Blog
8 1 (0.81%) Greenfield Project
Operating Systems
1 24 (19.51%) Linux
1 24 (19.51%) Unix
2 9 (7.32%) CentOS
3 5 (4.07%) Ubuntu
4 4 (3.25%) Red Hat Enterprise Linux
5 1 (0.81%) Windows
Processes & Methodologies
1 56 (45.53%) Agile Software Development
2 43 (34.96%) Analytics
3 40 (32.52%) Scrum
4 39 (31.71%) Data Science
5 34 (27.64%) ETL
5 34 (27.64%) MapReduce
6 32 (26.02%) Kanban
7 27 (21.95%) DevOps
8 23 (18.70%) Open Source
9 21 (17.07%) Data Engineering
10 18 (14.63%) Data Modelling
10 18 (14.63%) Machine Learning
11 15 (12.20%) Artificial Intelligence
12 14 (11.38%) Data Ingestion
12 14 (11.38%) Data Transformation
13 13 (10.57%) Test Automation
14 10 (8.13%) Data Acquisition
14 10 (8.13%) Data Architecture
14 10 (8.13%) Software Engineering
15 9 (7.32%) Use Case
Programming Languages
1 77 (62.60%) Python
2 64 (52.03%) Scala
3 58 (47.15%) SQL
4 55 (44.72%) Java
5 14 (11.38%) R
6 13 (10.57%) C#
7 8 (6.50%) T-SQL
8 4 (3.25%) Bash Shell
9 3 (2.44%) Perl
10 2 (1.63%) Shell Script
11 1 (0.81%) JavaScript
11 1 (0.81%) MATLAB
11 1 (0.81%) PHP
Qualifications
1 4 (3.25%) PhD
2 3 (2.44%) ISEB
2 3 (2.44%) ISTQB
3 2 (1.63%) Degree
4 1 (0.81%) AWS Certification
4 1 (0.81%) Computer Science Degree
4 1 (0.81%) MCSA
4 1 (0.81%) MCSD
4 1 (0.81%) Microsoft Certification
Quality Assurance & Compliance
1 3 (2.44%) GDPR
1 3 (2.44%) QA
2 2 (1.63%) PCI DSS
3 1 (0.81%) Data Quality
System Software
1 50 (40.65%) HDFS
2 47 (38.21%) Apache Flume
3 13 (10.57%) Docker
4 10 (8.13%) Apache ZooKeeper
5 4 (3.25%) Active Directory
6 2 (1.63%) Virtual Machines
Systems Management
1 38 (30.89%) Hadoop YARN
2 6 (4.88%) Kubernetes
2 6 (4.88%) Puppet
3 5 (4.07%) Xymon
3 5 (4.07%) ZABBIX
4 4 (3.25%) Ansible
5 3 (2.44%) Prometheus
6 2 (1.63%) Terraform
7 1 (0.81%) Consul
7 1 (0.81%) Grafana
7 1 (0.81%) Opscode Chef
7 1 (0.81%) Packer
Vendors
1 51 (41.46%) Cloudera
2 41 (33.33%) Hortonworks
3 36 (29.27%) MapR
4 31 (25.20%) Databricks
5 17 (13.82%) Google
6 14 (11.38%) Talend
7 11 (8.94%) Salesforce.com
8 10 (8.13%) Informatica
9 7 (5.69%) Microsoft
9 7 (5.69%) Oracle
9 7 (5.69%) WorldPay
10 6 (4.88%) Cognizant
11 5 (4.07%) Red Hat
11 5 (4.07%) Tableau
12 2 (1.63%) Splunk
13 1 (0.81%) Facebook
13 1 (0.81%) GigaSpaces
13 1 (0.81%) MicroStrategy
13 1 (0.81%) RapidMiner
13 1 (0.81%) Vertica