Period
to 16 August 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 16 August 2018 with a comparison to the same period in the previous 2 years.

Apache Oozie
England > London
6 months to
16 Aug 2018
Same period 2017 Same period 2016
Rank 687 798 834
Rank change year-on-year +111 +36 +53
Permanent jobs citing Oozie 139 65 52
As % of all permanent IT jobs advertised in London 0.20% 0.088% 0.064%
As % of the Systems Management category 1.67% 0.84% 0.63%
Number of salaries quoted 84 45 30
London median annual salary £72,500 £60,000 £68,250
Median salary % change year-on-year +20.83% -12.09% +5.00%
10th Percentile £47,500 £45,000 £53,750
90th Percentile £100,000 £102,500 £105,125
England median annual salary £72,500 £60,000 £60,000
% change year-on-year +20.83% - -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 8,304 7,736 8,261
As % of all permanent IT jobs advertised in London 11.99% 10.46% 10.20%
Number of salaries quoted 6,820 6,334 7,116
London median annual salary £65,000 £61,000 £57,500
Median salary % change year-on-year +6.56% +6.09% +4.55%
10th Percentile £38,815 £36,250 £36,250
90th Percentile £93,750 £90,000 £82,500
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +4.17%

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 16 August 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 16 August 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 -12 28 £80,000 -20.00% 5
West London +20 2 £70,000 - 1
East London - 1 £85,000 -
Oozie
England

For the 6 months to 16 August 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.

1 128 (92.09%) Apache Hive
2 120 (86.33%) Big Data
3 117 (84.17%) Hadoop
4 108 (77.70%) Apache Spark
5 85 (61.15%) Kafka
6 70 (50.36%) Python
7 67 (48.20%) Amazon AWS
8 65 (46.76%) HDFS
9 59 (42.45%) SQL
10 56 (40.29%) Apache Pig
11 51 (36.69%) Agile Software Development
12 50 (35.97%) Linux
13 49 (35.25%) HBase
14 48 (34.53%) ETL
15 47 (33.81%) Scala
16 42 (30.22%) Apache Flume
17 41 (29.50%) Cloudera
18 39 (28.06%) Java
19 38 (27.34%) Analytics
20 37 (26.62%) Amazon Redshift
21 36 (25.90%) Hortonworks
21 36 (25.90%) Apache Cassandra
22 35 (25.18%) Impala
23 34 (24.46%) Fintech
23 34 (24.46%) DevOps
23 34 (24.46%) Unix
24 33 (23.74%) NoSQL
25 32 (23.02%) Scrum
26 31 (22.30%) Sqoop
27 29 (20.86%) Data Transformation

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
1 108 (77.70%) Apache Spark
2 56 (40.29%) Apache Pig
3 26 (18.71%) Apache Solr
4 21 (15.11%) Apache
4 21 (15.11%) Elasticsearch
5 9 (6.47%) SharePoint
6 6 (4.32%) Tomcat
7 5 (3.60%) WildFly
8 2 (1.44%) SAS
9 1 (0.72%) nginx
Applications
1 4 (2.88%) Chatbot
Cloud Services
1 67 (48.20%) Amazon AWS
2 22 (15.83%) Microsoft Azure
3 19 (13.67%) AWS Lambda
3 19 (13.67%) Serverless
4 16 (11.51%) Amazon EC2
5 15 (10.79%) Amazon EMR
5 15 (10.79%) Amazon S3
5 15 (10.79%) Google Cloud Platform
6 6 (4.32%) Amazon Kinesis
7 4 (2.88%) Amazon ElastiCache
7 4 (2.88%) Amazon ELB
7 4 (2.88%) GitHub
7 4 (2.88%) Google Analytics
8 2 (1.44%) Cloud Computing
9 1 (0.72%) Amazon CloudWatch
9 1 (0.72%) AWS CloudFormation
9 1 (0.72%) AWS CloudTrail
9 1 (0.72%) AWS Elastic Beanstalk
9 1 (0.72%) PaaS
Communications & Networking
1 24 (17.27%) Kerberos
2 4 (2.88%) Firewall
3 3 (2.16%) SSL
4 2 (1.44%) TCP/IP
4 2 (1.44%) VPN
5 1 (0.72%) HTTP
5 1 (0.72%) Network Security
5 1 (0.72%) VLAN
Database & Business Intelligence
1 128 (92.09%) Apache Hive
2 120 (86.33%) Big Data
3 117 (84.17%) Hadoop
4 49 (35.25%) HBase
5 37 (26.62%) Amazon Redshift
6 36 (25.90%) Apache Cassandra
7 35 (25.18%) Impala
8 33 (23.74%) NoSQL
9 31 (22.30%) Sqoop
10 22 (15.83%) SQL Server
11 21 (15.11%) MySQL
12 19 (13.67%) Flink
12 19 (13.67%) PostgreSQL
13 17 (12.23%) Data Warehouse
14 16 (11.51%) Data Lake
14 16 (11.51%) MongoDB
14 16 (11.51%) Spark SQL
15 13 (9.35%) Couchbase
15 13 (9.35%) CouchDB
16 11 (7.91%) SQL Server Integration Services
Development Applications
1 12 (8.63%) Git (software)
1 12 (8.63%) Jenkins
2 10 (7.19%) JIRA
2 10 (7.19%) Subversion
3 9 (6.47%) GitLab
4 4 (2.88%) ERwin
5 2 (1.44%) Hudson
5 2 (1.44%) Travis CI
6 1 (0.72%) Jasmine
6 1 (0.72%) Maven
6 1 (0.72%) Mocha
General
1 22 (15.83%) Finance
2 19 (13.67%) Telecoms
3 12 (8.63%) Marketing
4 7 (5.04%) Games
4 7 (5.04%) Retail
5 6 (4.32%) Banking
Job Titles
1 62 (44.60%) Data Engineer
2 40 (28.78%) Big Data Engineer
3 17 (12.23%) Developer
4 16 (11.51%) Hadoop Developer
5 15 (10.79%) Senior Data Engineer
5 15 (10.79%) Systems Engineer
6 14 (10.07%) Apache Spark Developer
6 14 (10.07%) Big Data Developer
7 9 (6.47%) Data Manager
7 9 (6.47%) Release Manager
8 8 (5.76%) Tester
9 7 (5.04%) Games Engineer
10 6 (4.32%) AWS Engineer
10 6 (4.32%) Python Engineer
11 5 (3.60%) Architect
11 5 (3.60%) Database Engineer
11 5 (3.60%) Linux Engineer
11 5 (3.60%) Machine Learning Scientist
11 5 (3.60%) Senior Database Engineer
11 5 (3.60%) Senior Linux Engineer
Libraries, Frameworks & Software Standards
1 85 (61.15%) Kafka
2 15 (10.79%) SPNEGO
3 9 (6.47%) LDAP
4 8 (5.76%) ActiveMQ
4 8 (5.76%) RabbitMQ
4 8 (5.76%) ServiceStack
5 7 (5.04%) .NET
5 7 (5.04%) JSON
6 5 (3.60%) Middleware
6 5 (3.60%) NumPy
6 5 (3.60%) Pandas
6 5 (3.60%) scikit-learn
6 5 (3.60%) SciPy
6 5 (3.60%) Spark Streaming
7 4 (2.88%) LAMP
7 4 (2.88%) YAML
8 3 (2.16%) PySpark
9 2 (1.44%) Lucene
9 2 (1.44%) Natural Language Processing
9 2 (1.44%) XML
Miscellaneous
1 34 (24.46%) Fintech
2 15 (10.79%) Linux Command Line
3 10 (7.19%) Algorithms
4 9 (6.47%) Computer Science
5 8 (5.76%) Public Cloud
6 6 (4.32%) Enterprise Software
7 5 (3.60%) Data Structures
7 5 (3.60%) FMCG
7 5 (3.60%) Virtual Team
8 4 (2.88%) Analytical Skills
9 2 (1.44%) Clustering
10 1 (0.72%) Blog
10 1 (0.72%) Greenfield Project
10 1 (0.72%) Grid Computing
10 1 (0.72%) Replication
Operating Systems
1 50 (35.97%) Linux
2 34 (24.46%) Unix
3 16 (11.51%) CentOS
4 5 (3.60%) Ubuntu
5 4 (2.88%) Red Hat Enterprise Linux
6 2 (1.44%) Windows
7 1 (0.72%) Windows Server
7 1 (0.72%) Windows Server 2008
Processes & Methodologies
1 51 (36.69%) Agile Software Development
2 48 (34.53%) ETL
3 38 (27.34%) Analytics
4 34 (24.46%) DevOps
5 32 (23.02%) Scrum
6 29 (20.86%) Data Transformation
7 28 (20.14%) Data Science
8 26 (18.71%) Data Engineering
9 23 (16.55%) Configuration Management
10 20 (14.39%) Open Source
10 20 (14.39%) Performance Tuning
11 19 (13.67%) Test Automation
12 18 (12.95%) Data Modelling
13 17 (12.23%) MapReduce
14 16 (11.51%) Data Ingestion
14 16 (11.51%) Machine Learning
15 15 (10.79%) Capacity Planning
16 14 (10.07%) Artificial Intelligence
16 14 (10.07%) Kanban
17 11 (7.91%) Data Acquisition
Programming Languages
1 70 (50.36%) Python
2 59 (42.45%) SQL
3 47 (33.81%) Scala
4 39 (28.06%) Java
5 15 (10.79%) Perl
6 13 (9.35%) R
7 8 (5.76%) C#
7 8 (5.76%) T-SQL
8 5 (3.60%) Bash Shell
9 2 (1.44%) Shell Script
10 1 (0.72%) F#
10 1 (0.72%) Groovy
10 1 (0.72%) Java 8
10 1 (0.72%) JavaScript
10 1 (0.72%) PHP
Qualifications
1 5 (3.60%) Degree
1 5 (3.60%) PhD
2 4 (2.88%) Computer Science Degree
3 2 (1.44%) ISEB
3 2 (1.44%) ISTQB
3 2 (1.44%) Master's Degree
3 2 (1.44%) MCSA
3 2 (1.44%) MCSD
3 2 (1.44%) Microsoft Certification
4 1 (0.72%) AWS Certification
4 1 (0.72%) Numerate Degree
Quality Assurance & Compliance
1 10 (7.19%) GCP
2 4 (2.88%) QA
3 2 (1.44%) GDPR
4 1 (0.72%) Data Quality
4 1 (0.72%) PCI DSS
System Software
1 65 (46.76%) HDFS
2 42 (30.22%) Apache Flume
3 16 (11.51%) Active Directory
4 14 (10.07%) Docker
5 10 (7.19%) Apache ZooKeeper
6 4 (2.88%) Virtual Machines
7 1 (0.72%) Cronacle
Systems Management
1 26 (18.71%) Hadoop YARN
2 16 (11.51%) Ansible
3 15 (10.79%) Puppet
4 7 (5.04%) Kubernetes
5 5 (3.60%) Xymon
5 5 (3.60%) ZABBIX
6 3 (2.16%) Prometheus
7 2 (1.44%) Ambari
7 2 (1.44%) Opscode Chef
7 2 (1.44%) Terraform
8 1 (0.72%) Consul
8 1 (0.72%) Control-M
8 1 (0.72%) Grafana
8 1 (0.72%) Packer
8 1 (0.72%) Salt
Vendors
1 41 (29.50%) Cloudera
2 36 (25.90%) Hortonworks
3 23 (16.55%) WorldPay
4 18 (12.95%) MapR
5 17 (12.23%) Google
6 15 (10.79%) Talend
7 13 (9.35%) Databricks
8 12 (8.63%) Oracle
9 11 (7.91%) Informatica
9 11 (7.91%) Salesforce.com
10 8 (5.76%) Tableau
11 7 (5.04%) Microsoft
12 6 (4.32%) Cognizant
13 5 (3.60%) Red Hat
14 1 (0.72%) Facebook
14 1 (0.72%) SaltStack
14 1 (0.72%) Splunk