Period
to 12 November 2018

The following table provides summary statistics for permanent job vacancies advertised in England 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 12 November 2018 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK > England
6 months to
12 Nov 2018
Same period 2017 Same period 2016
Rank 929 1079 1060
Rank change year-on-year +150 -19 +173
Permanent jobs citing Oozie 188 92 142
As % of all permanent IT jobs advertised in England 0.12% 0.055% 0.079%
As % of the Systems Management category 1.14% 0.62% 0.88%
Number of salaries quoted 111 71 99
England median annual salary £80,000 £58,500 £60,000
Median salary % change year-on-year +36.75% -2.50% -11.11%
10th Percentile £51,750 £40,000 £33,500
90th Percentile £96,250 £105,000 £85,000
UK median annual salary £75,000 £58,000 £60,000
% change year-on-year +29.31% -3.33% -14.29%

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 England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 16,421 14,915 16,079
As % of all permanent IT jobs advertised in England 10.91% 8.93% 8.97%
Number of salaries quoted 13,054 12,366 13,135
England median annual salary £55,000 £53,750 £50,000
Median salary % change year-on-year +2.33% +7.50% -
10th Percentile £32,500 £31,250 £31,250
90th Percentile £86,250 £82,500 £78,750
UK median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

Oozie
Job Vacancy Trend in England

Job postings citing Oozie as a percentage of all IT jobs advertised in England.

Job vacancy trend for Oozie in England

Oozie
Salary Trend in England

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

Salary trend for Oozie in England

Oozie
Salary Histogram in England

The salary distribution of IT jobs citing Oozie in England over the 6 months to 12 November 2018.

Salary histogram for Oozie in England

Oozie
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Oozie within the England region over the 6 months to 12 November 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
London +131 137 £80,000 +36.75% 10
East of England +52 23 £44,400 -44.50%
Midlands +34 14 £64,250 +51.18% 1
East Midlands - 14 £64,250 - 1
North of England +32 7 £89,995 +157.13% 4
South East +11 4 - - 2
North West +8 3 £89,995 +157.13% 4
Yorkshire - 3 £80,000 -
South West +20 2 £55,000 -8.33%
North East - 1 £89,995 -
Oozie
UK

For the 6 months to 12 November 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 England region with a requirement for Oozie.

1 174 (92.55%) Apache Hive
1 174 (92.55%) Apache Spark
2 165 (87.77%) Hadoop
3 161 (85.64%) Big Data
4 132 (70.21%) Kafka
5 119 (63.30%) Python
6 115 (61.17%) Scala
7 112 (59.57%) Amazon AWS
8 111 (59.04%) Agile Software Development
9 106 (56.38%) HBase
10 103 (54.79%) Java
11 93 (49.47%) SQL
12 87 (46.28%) Apache Pig
13 79 (42.02%) Analytics
14 78 (41.49%) Impala
15 76 (40.43%) HDFS
16 73 (38.83%) Cloudera
17 71 (37.77%) Amazon Redshift
18 70 (37.23%) Apache Flume
19 69 (36.70%) NoSQL
20 68 (36.17%) Hortonworks
20 68 (36.17%) Data Science
21 64 (34.04%) Apache Cassandra
21 64 (34.04%) Scrum
22 62 (32.98%) MapReduce
23 56 (29.79%) ETL
24 55 (29.26%) Hadoop YARN
24 55 (29.26%) Sqoop
25 52 (27.66%) Unix
26 51 (27.13%) Elasticsearch

Oozie
Co-occurring IT Skills in England 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
1 174 (92.55%) Apache Spark
2 87 (46.28%) Apache Pig
3 51 (27.13%) Elasticsearch
4 34 (18.09%) Apache Solr
5 11 (5.85%) Apache
6 9 (4.79%) SAS
7 6 (3.19%) Tomcat
7 6 (3.19%) WildFly
8 1 (0.53%) Apache Airflow
8 1 (0.53%) IIS
8 1 (0.53%) Luigi
Applications
1 3 (1.60%) Chatbot
2 2 (1.06%) Microsoft Project
2 2 (1.06%) SPSS
Cloud Services
1 112 (59.57%) Amazon AWS
2 27 (14.36%) Microsoft Azure
3 23 (12.23%) Amazon EC2
4 22 (11.70%) Serverless
5 21 (11.17%) Amazon EMR
6 20 (10.64%) AWS Lambda
7 17 (9.04%) Amazon S3
8 10 (5.32%) Cloud Computing
8 10 (5.32%) Google Cloud Platform
9 9 (4.79%) Amazon Kinesis
9 9 (4.79%) GitHub
10 4 (2.13%) Amazon ElastiCache
10 4 (2.13%) Amazon ELB
11 3 (1.60%) Google Analytics
12 2 (1.06%) IaaS
12 2 (1.06%) PaaS
13 1 (0.53%) Amazon CloudWatch
13 1 (0.53%) Amazon SageMaker
13 1 (0.53%) AWS CloudFormation
13 1 (0.53%) AWS CloudTrail
Communications & Networking
1 22 (11.70%) Kerberos
2 11 (5.85%) Firewall
2 11 (5.85%) SSL
3 10 (5.32%) TCP/IP
4 7 (3.72%) DNS
5 5 (2.66%) HTTP
6 3 (1.60%) VPN
7 2 (1.06%) Internet
7 2 (1.06%) VLAN
8 1 (0.53%) Network Security
8 1 (0.53%) WAN
Database & Business Intelligence
1 174 (92.55%) Apache Hive
2 165 (87.77%) Hadoop
3 161 (85.64%) Big Data
4 106 (56.38%) HBase
5 78 (41.49%) Impala
6 71 (37.77%) Amazon Redshift
7 69 (36.70%) NoSQL
8 64 (34.04%) Apache Cassandra
9 55 (29.26%) Sqoop
10 45 (23.94%) Couchbase
11 43 (22.87%) Flink
12 41 (21.81%) CouchDB
13 28 (14.89%) Relational Database
13 28 (14.89%) Spark SQL
14 25 (13.30%) SQL Server
15 23 (12.23%) MySQL
16 22 (11.70%) Data Lake
16 22 (11.70%) Data Warehouse
17 16 (8.51%) MongoDB
17 16 (8.51%) PostgreSQL
Development Applications
1 28 (14.89%) Git (software)
2 18 (9.57%) Jenkins
3 14 (7.45%) GitLab
4 9 (4.79%) Atlassian Bamboo
4 9 (4.79%) Gradle
5 6 (3.19%) ERwin
5 6 (3.19%) JIRA
6 4 (2.13%) Eclipse
6 4 (2.13%) Subversion
6 4 (2.13%) Team Foundation Server
7 2 (1.06%) Hudson
7 2 (1.06%) Travis CI
8 1 (0.53%) Jasmine
8 1 (0.53%) Mocha
General
1 25 (13.30%) Finance
2 23 (12.23%) Retail
3 19 (10.11%) Telecoms
4 16 (8.51%) Games
5 13 (6.91%) Banking
5 13 (6.91%) Marketing
6 6 (3.19%) Investment Banking
7 4 (2.13%) Law
7 4 (2.13%) Military
Job Titles
1 71 (37.77%) Data Engineer
2 68 (36.17%) Big Data Engineer
3 44 (23.40%) Developer
4 32 (17.02%) Big Data Developer
5 27 (14.36%) Hadoop Developer
6 23 (12.23%) Senior Data Engineer
7 15 (7.98%) Apache Spark Developer
7 15 (7.98%) Senior Developer
8 14 (7.45%) Games Engineer
8 14 (7.45%) Senior Big Data Developer
9 12 (6.38%) Architect
10 9 (4.79%) Data Scientist
11 8 (4.26%) Administrator
11 8 (4.26%) Principal Developer
12 7 (3.72%) Hadoop Administrator
13 6 (3.19%) Data Architect
13 6 (3.19%) Head of Engineering
14 5 (2.66%) AWS Engineer
14 5 (2.66%) Python Engineer
14 5 (2.66%) Technical Architect
Libraries, Frameworks & Software Standards
1 132 (70.21%) Kafka
2 17 (9.04%) .NET
2 17 (9.04%) LDAP
3 16 (8.51%) Spark Streaming
4 8 (4.26%) JSON
4 8 (4.26%) Web Services
5 7 (3.72%) SparkR
6 6 (3.19%) Middleware
7 5 (2.66%) Akka
7 5 (2.66%) Apache Avro
7 5 (2.66%) LAMP
7 5 (2.66%) RESTful
8 4 (2.13%) AngularJS
8 4 (2.13%) CSS
8 4 (2.13%) HTML5
8 4 (2.13%) jQuery
8 4 (2.13%) Pandas
8 4 (2.13%) PySpark
8 4 (2.13%) React
8 4 (2.13%) XML
Miscellaneous
1 21 (11.17%) Analytical Skills
2 18 (9.57%) Fintech
3 17 (9.04%) Computer Science
4 9 (4.79%) Self-Motivation
5 8 (4.26%) Algorithms
6 6 (3.19%) Enterprise Software
6 6 (3.19%) Minimum Viable Product
6 6 (3.19%) Virtual Team
7 4 (2.13%) Data Structures
7 4 (2.13%) FMCG
8 3 (1.60%) Linux Command Line
9 1 (0.53%) Blog
9 1 (0.53%) Cloud Native
9 1 (0.53%) Enterprise Cloud
9 1 (0.53%) Greenfield Project
9 1 (0.53%) Marketing Technology
Operating Systems
1 52 (27.66%) Unix
2 48 (25.53%) Linux
3 10 (5.32%) CentOS
4 7 (3.72%) VMS
5 6 (3.19%) Ubuntu
6 5 (2.66%) Red Hat Enterprise Linux
7 4 (2.13%) Windows
Processes & Methodologies
1 111 (59.04%) Agile Software Development
2 79 (42.02%) Analytics
3 68 (36.17%) Data Science
4 64 (34.04%) Scrum
5 62 (32.98%) MapReduce
6 56 (29.79%) ETL
7 43 (22.87%) Kanban
8 35 (18.62%) Data Modelling
9 33 (17.55%) DevOps
10 30 (15.96%) Data Engineering
11 28 (14.89%) Machine Learning
11 28 (14.89%) Open Source
12 27 (14.36%) Software Engineering
13 24 (12.77%) Test Automation
14 23 (12.23%) Artificial Intelligence
15 20 (10.64%) Functional Programming
16 19 (10.11%) Data Ingestion
17 18 (9.57%) Business Intelligence
17 18 (9.57%) Performance Tuning
18 17 (9.04%) Configuration Management
Programming Languages
1 119 (63.30%) Python
2 115 (61.17%) Scala
3 103 (54.79%) Java
4 93 (49.47%) SQL
5 29 (15.43%) R
6 15 (7.98%) C#
7 13 (6.91%) Bash Shell
8 10 (5.32%) Shell Script
9 7 (3.72%) C++
9 7 (3.72%) T-SQL
10 4 (2.13%) JavaScript
11 3 (1.60%) Perl
12 2 (1.06%) MATLAB
12 2 (1.06%) PHP
13 1 (0.53%) C
13 1 (0.53%) PL/SQL
Qualifications
1 15 (7.98%) Degree
2 5 (2.66%) Computer Science Degree
3 4 (2.13%) ISEB
3 4 (2.13%) ISTQB
4 3 (1.60%) PhD
5 1 (0.53%) AWS Certification
5 1 (0.53%) DV Cleared
5 1 (0.53%) ITIL Foundation Certificate
5 1 (0.53%) Security Cleared
Quality Assurance & Compliance
1 18 (9.57%) QA
2 7 (3.72%) Data Quality
3 3 (1.60%) GDPR
3 3 (1.60%) PCI DSS
System Software
1 76 (40.43%) HDFS
2 70 (37.23%) Apache Flume
3 23 (12.23%) Apache ZooKeeper
4 11 (5.85%) Active Directory
4 11 (5.85%) Virtual Machines
5 9 (4.79%) Docker
Systems Management
1 55 (29.26%) Hadoop YARN
2 23 (12.23%) Puppet
3 8 (4.26%) Ambari
3 8 (4.26%) Kubernetes
4 6 (3.19%) Xymon
4 6 (3.19%) ZABBIX
5 4 (2.13%) Kibana
5 4 (2.13%) Rundeck
6 3 (1.60%) Ansible
6 3 (1.60%) Prometheus
7 2 (1.06%) Terraform
8 1 (0.53%) Consul
8 1 (0.53%) Grafana
8 1 (0.53%) Opscode Chef
8 1 (0.53%) Packer
Vendors
1 73 (38.83%) Cloudera
2 68 (36.17%) Hortonworks
3 46 (24.47%) MapR
4 41 (21.81%) Databricks
5 25 (13.30%) Oracle
6 16 (8.51%) Tableau
6 16 (8.51%) Talend
7 15 (7.98%) Google
8 12 (6.38%) Microsoft
9 10 (5.32%) Informatica
9 10 (5.32%) Salesforce.com
10 9 (4.79%) SAP
11 8 (4.26%) CA
11 8 (4.26%) WorldPay
12 7 (3.72%) Red Hat
13 6 (3.19%) Cognizant
14 4 (2.13%) Splunk
15 2 (1.06%) Cognos
15 2 (1.06%) GigaSpaces
15 2 (1.06%) MicroStrategy