Period
to 13 December 2018

The following table provides summary statistics for permanent job vacancies 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 13 December 2018 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK
6 months to
13 Dec 2018
Same period 2017 Same period 2016
Rank 907 1103 1073
Rank change year-on-year +196 -30 +130
Permanent jobs citing Oozie 227 101 155
As % of all permanent IT jobs advertised in the UK 0.14% 0.056% 0.084%
As % of the Systems Management category 1.28% 0.62% 0.94%
Number of salaries quoted 144 89 97
UK median annual salary £80,000 £60,000 £60,000
Median salary % change year-on-year +33.33% - -9.77%
10th Percentile £52,500 £41,000 £33,500
90th Percentile £96,250 £101,001 £85,000
UK excluding London median annual salary £65,000 £57,500 £48,500
% change year-on-year +13.04% +18.56% -19.17%

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 with a requirement for systems management skills.

All Systems Management Skills
UK
Permanent vacancies with a requirement for systems management skills 17,772 16,234 16,555
As % of all permanent IT jobs advertised in the UK 11.13% 9.04% 8.96%
Number of salaries quoted 14,031 13,303 13,392
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £32,500 £31,250 £31,250
90th Percentile £86,250 £82,500 £78,750
UK excluding London median annual salary £50,000 £45,000 £45,000
% change year-on-year +11.11% - +5.88%

Oozie
Job Vacancy Trend

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

Job vacancy trend for Oozie in the UK

Oozie
Salary Trend

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

Salary trend for Oozie in the UK

Oozie
Salary Histogram

The salary distribution of IT jobs citing Oozie over the 6 months to 13 December 2018.

Salary histogram for Oozie in the UK

Oozie
Top 13 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Oozie within the UK over the 6 months to 13 December 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
England +170 220 £80,000 +28.00% 14
London +162 169 £80,000 +14.29% 12
UK excluding London +78 57 £65,000 +13.04% 2
North of England +53 15 £89,995 +157.13%
East of England +39 15 £70,000 -12.50% 1
Midlands +46 14 £64,250 +51.18%
East Midlands - 14 £64,250 -
Scotland +10 7 £57,500 -
North West +20 5 £89,995 +157.13%
Yorkshire - 5 £80,000 -
North East - 5 £49,337 -
South East +9 4 - - 1
South West +16 2 £55,000 -8.33%

For the 6 months to 13 December 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 with a requirement for Oozie.

1 217 (95.59%) Apache Hive
2 212 (93.39%) Apache Spark
3 205 (90.31%) Big Data
4 188 (82.82%) Hadoop
5 164 (72.25%) Python
6 159 (70.04%) Kafka
7 158 (69.60%) Scala
8 145 (63.88%) Agile Software Development
9 143 (63.00%) Java
10 137 (60.35%) HBase
11 135 (59.47%) Amazon AWS
12 120 (52.86%) SQL
13 112 (49.34%) Apache Pig
14 108 (47.58%) Cloudera
15 102 (44.93%) NoSQL
16 101 (44.49%) Impala
17 98 (43.17%) Hortonworks
18 96 (42.29%) Analytics
19 95 (41.85%) Apache Cassandra
20 92 (40.53%) Data Science
21 90 (39.65%) Apache Flume
22 86 (37.89%) Scrum
22 86 (37.89%) Amazon Redshift
23 76 (33.48%) HDFS
24 75 (33.04%) MapReduce
25 73 (32.16%) Hadoop YARN
26 71 (31.28%) ETL
27 69 (30.40%) Elasticsearch
28 67 (29.52%) MapR
29 63 (27.75%) Couchbase

Oozie
Co-occurring IT Skills 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
1 212 (93.39%) Apache Spark
2 112 (49.34%) Apache Pig
3 69 (30.40%) Elasticsearch
4 40 (17.62%) Apache Solr
5 13 (5.73%) Apache
6 7 (3.08%) SAS
7 4 (1.76%) Tomcat
7 4 (1.76%) WildFly
8 1 (0.44%) Apache Airflow
8 1 (0.44%) Luigi
Applications
1 3 (1.32%) Chatbot
2 2 (0.88%) SPSS
3 1 (0.44%) Microsoft Project
Cloud Services
1 135 (59.47%) Amazon AWS
2 33 (14.54%) Microsoft Azure
3 27 (11.89%) Amazon EC2
4 24 (10.57%) Serverless
5 23 (10.13%) Amazon EMR
5 23 (10.13%) AWS Lambda
5 23 (10.13%) GitHub
6 20 (8.81%) Google Cloud Platform
7 18 (7.93%) Amazon S3
8 10 (4.41%) Cloud Computing
9 6 (2.64%) Amazon ElastiCache
9 6 (2.64%) Amazon ELB
9 6 (2.64%) Amazon Kinesis
10 3 (1.32%) Amazon CloudWatch
10 3 (1.32%) AWS CloudFormation
10 3 (1.32%) Google Analytics
11 2 (0.88%) AWS CodePipeline
11 2 (0.88%) AWS Elastic Beanstalk
11 2 (0.88%) Sumo Logic
11 2 (0.88%) Virtual Private Cloud
Communications & Networking
1 18 (7.93%) Kerberos
2 9 (3.96%) Firewall
2 9 (3.96%) SSL
3 8 (3.52%) TCP/IP
4 7 (3.08%) Internet
5 6 (2.64%) DNS
6 4 (1.76%) HTTP
7 3 (1.32%) VPN
8 2 (0.88%) VLAN
9 1 (0.44%) Network Security
9 1 (0.44%) WAN
Database & Business Intelligence
1 217 (95.59%) Apache Hive
2 205 (90.31%) Big Data
3 188 (82.82%) Hadoop
4 137 (60.35%) HBase
5 102 (44.93%) NoSQL
6 101 (44.49%) Impala
7 95 (41.85%) Apache Cassandra
8 86 (37.89%) Amazon Redshift
9 63 (27.75%) Couchbase
10 60 (26.43%) Flink
11 59 (25.99%) CouchDB
11 59 (25.99%) Sqoop
12 40 (17.62%) Spark SQL
13 29 (12.78%) MongoDB
14 25 (11.01%) QlikView
15 21 (9.25%) Data Lake
15 21 (9.25%) MySQL
15 21 (9.25%) Relational Database
15 21 (9.25%) SQL Server
16 19 (8.37%) Data Warehouse
Development Applications
1 25 (11.01%) Git (software)
2 18 (7.93%) GitLab
2 18 (7.93%) Jenkins
3 11 (4.85%) Atlassian Bamboo
4 9 (3.96%) Gradle
5 7 (3.08%) Travis CI
6 6 (2.64%) ERwin
7 5 (2.20%) JIRA
8 4 (1.76%) Eclipse
8 4 (1.76%) Subversion
8 4 (1.76%) Team Foundation Server
9 2 (0.88%) Bitbucket
9 2 (0.88%) Hudson
General
1 24 (10.57%) Finance
2 22 (9.69%) Banking
3 20 (8.81%) Games
4 19 (8.37%) Telecoms
5 18 (7.93%) Retail
6 14 (6.17%) Investment Banking
7 11 (4.85%) Law
7 11 (4.85%) Military
8 8 (3.52%) Marketing
9 1 (0.44%) Financial Institution
Job Titles
1 100 (44.05%) Data Engineer
2 93 (40.97%) Big Data Engineer
3 40 (17.62%) Developer
4 32 (14.10%) Big Data Developer
5 27 (11.89%) Senior Data Engineer
6 24 (10.57%) Hadoop Developer
7 18 (7.93%) Games Engineer
8 17 (7.49%) Data Scientist
9 15 (6.61%) Apache Spark Developer
9 15 (6.61%) Senior Developer
10 14 (6.17%) Senior Big Data Developer
11 13 (5.73%) Python Engineer
12 11 (4.85%) Hadoop Engineer
13 10 (4.41%) Head of Digital
14 9 (3.96%) Architect
14 9 (3.96%) AWS Engineer
15 7 (3.08%) Cloud Engineer
16 6 (2.64%) Administrator
16 6 (2.64%) Big Data Consultant
16 6 (2.64%) Consultant
Libraries, Frameworks & Software Standards
1 159 (70.04%) Kafka
2 34 (14.98%) Spark Streaming
3 19 (8.37%) .NET
4 13 (5.73%) LDAP
5 10 (4.41%) Web Services
6 9 (3.96%) PySpark
7 7 (3.08%) JSON
8 6 (2.64%) Node.js
9 5 (2.20%) Akka
9 5 (2.20%) SparkR
10 4 (1.76%) AngularJS
10 4 (1.76%) CSS
10 4 (1.76%) HTML5
10 4 (1.76%) jQuery
10 4 (1.76%) LAMP
10 4 (1.76%) Middleware
10 4 (1.76%) Pandas
10 4 (1.76%) React
10 4 (1.76%) RESTful
10 4 (1.76%) XML
Miscellaneous
1 21 (9.25%) Analytical Skills
2 19 (8.37%) Fintech
3 10 (4.41%) Self-Motivation
4 8 (3.52%) Algorithms
5 6 (2.64%) Enterprise Software
6 5 (2.20%) Linux Command Line
7 4 (1.76%) Data Structures
7 4 (1.76%) Virtual Team
8 3 (1.32%) Enterprise Cloud
8 3 (1.32%) FMCG
8 3 (1.32%) Public Cloud
9 1 (0.44%) Blog
9 1 (0.44%) Cloud Native
9 1 (0.44%) Linked Data
9 1 (0.44%) Marketing Technology
Operating Systems
1 62 (27.31%) Unix
2 52 (22.91%) Linux
3 9 (3.96%) CentOS
4 6 (2.64%) Red Hat Enterprise Linux
5 5 (2.20%) Ubuntu
5 5 (2.20%) VMS
6 4 (1.76%) Windows
Processes & Methodologies
1 145 (63.88%) Agile Software Development
2 96 (42.29%) Analytics
3 92 (40.53%) Data Science
4 86 (37.89%) Scrum
5 75 (33.04%) MapReduce
6 71 (31.28%) ETL
7 60 (26.43%) Kanban
8 53 (23.35%) Machine Learning
9 44 (19.38%) DevOps
10 43 (18.94%) Data Engineering
10 43 (18.94%) Software Engineering
11 39 (17.18%) Data Modelling
12 34 (14.98%) Artificial Intelligence
13 29 (12.78%) Test Automation
14 28 (12.33%) Open Source
15 27 (11.89%) Business Intelligence
16 24 (10.57%) Visualisation
17 23 (10.13%) Data Transformation
17 23 (10.13%) Functional Programming
17 23 (10.13%) Mentoring
Programming Languages
1 164 (72.25%) Python
2 158 (69.60%) Scala
3 143 (63.00%) Java
4 120 (52.86%) SQL
5 36 (15.86%) R
6 19 (8.37%) C#
7 17 (7.49%) Bash Shell
8 15 (6.61%) C++
9 11 (4.85%) Shell Script
10 7 (3.08%) JavaScript
11 6 (2.64%) Ruby
12 5 (2.20%) PL/SQL
13 4 (1.76%) T-SQL
14 3 (1.32%) Perl
14 3 (1.32%) PHP
15 2 (0.88%) Go
15 2 (0.88%) MATLAB
16 1 (0.44%) C
Qualifications
1 14 (6.17%) Degree
2 4 (1.76%) Computer Science Degree
2 4 (1.76%) ISEB
2 4 (1.76%) ISTQB
2 4 (1.76%) PhD
3 2 (0.88%) AWS Certification
4 1 (0.44%) DV Cleared
4 1 (0.44%) Security Cleared
Quality Assurance & Compliance
1 14 (6.17%) Data Quality
1 14 (6.17%) QA
2 3 (1.32%) GDPR
2 3 (1.32%) PCI DSS
System Software
1 90 (39.65%) Apache Flume
2 76 (33.48%) HDFS
3 26 (11.45%) Apache ZooKeeper
4 14 (6.17%) Docker
5 9 (3.96%) Active Directory
5 9 (3.96%) Virtual Machines
6 1 (0.44%) VMware Infrastructure
Systems Management
1 73 (32.16%) Hadoop YARN
2 22 (9.69%) Puppet
3 14 (6.17%) Kubernetes
4 11 (4.85%) Ambari
5 8 (3.52%) Prometheus
6 5 (2.20%) Terraform
7 4 (1.76%) Ansible
7 4 (1.76%) Kibana
7 4 (1.76%) Rundeck
7 4 (1.76%) Xymon
7 4 (1.76%) ZABBIX
8 3 (1.32%) Grafana
8 3 (1.32%) Opscode Chef
9 2 (0.88%) Sysdig
Vendors
1 108 (47.58%) Cloudera
2 98 (43.17%) Hortonworks
3 67 (29.52%) MapR
4 59 (25.99%) Databricks
5 35 (15.42%) Oracle
6 27 (11.89%) Tableau
7 17 (7.49%) Google
8 15 (6.61%) Talend
9 11 (4.85%) Microsoft
10 9 (3.96%) Salesforce.com
10 9 (3.96%) WorldPay
11 8 (3.52%) Informatica
12 7 (3.08%) SAP
13 6 (2.64%) Cognizant
13 6 (2.64%) Red Hat
13 6 (2.64%) Splunk
14 5 (2.20%) CA
15 2 (0.88%) Cognos
15 2 (0.88%) GigaSpaces
15 2 (0.88%) MicroStrategy