Period
to 18 October 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 18 October 2018 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK
6 months to
18 Oct 2018
Same period 2017 Same period 2016
Rank 959 1093 1090
Rank change year-on-year +134 -3 +156
Permanent jobs citing Oozie 189 88 148
As % of all permanent IT jobs advertised in the UK 0.11% 0.050% 0.077%
As % of the Systems Management category 1.09% 0.56% 0.87%
Number of salaries quoted 119 65 91
UK median annual salary £70,000 £57,500 £60,000
Median salary % change year-on-year +21.74% -4.17% -7.69%
10th Percentile £49,750 £41,250 £33,500
90th Percentile £99,000 £105,000 £85,000
UK excluding London median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% -

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 17,383 15,771 17,104
As % of all permanent IT jobs advertised in the UK 10.57% 9.02% 8.92%
Number of salaries quoted 13,773 12,887 13,834
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +2.84%
10th Percentile £32,000 £31,250 £31,250
90th Percentile £85,000 £82,500 £77,500
UK excluding London median annual salary £48,000 £45,000 £45,000
% change year-on-year +6.67% - +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 18 October 2018.

Salary histogram for Oozie in the UK

Oozie
Top 12 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 18 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
England +119 175 £75,000 +33.33% 28
London +108 126 £80,000 +36.75% 18
UK excluding London +45 62 £55,000 - 10
East of England +43 26 £72,500 +26.09% 2
Scotland +15 14 £55,000 -4.35%
Midlands +25 13 £64,250 +51.18% 2
East Midlands - 13 £64,250 - 2
South East -6 4 - - 5
North of England +21 3 £80,000 +128.57%
South West -5 2 £55,000 -8.33% 1
Yorkshire - 2 £57,500 -
North West +10 1 £90,500 +158.57%

For the 6 months to 18 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 with a requirement for Oozie.

1 174 (92.06%) Apache Spark
2 171 (90.48%) Apache Hive
3 168 (88.89%) Hadoop
4 163 (86.24%) Big Data
5 127 (67.20%) Kafka
6 119 (62.96%) Amazon AWS
7 108 (57.14%) Python
8 99 (52.38%) SQL
9 98 (51.85%) Scala
10 94 (49.74%) HDFS
11 93 (49.21%) Analytics
11 93 (49.21%) HBase
12 90 (47.62%) Agile Software Development
12 90 (47.62%) Apache Pig
13 88 (46.56%) Java
14 77 (40.74%) Amazon Redshift
15 69 (36.51%) Sqoop
16 68 (35.98%) ETL
17 64 (33.86%) Apache Flume
17 64 (33.86%) Impala
18 62 (32.80%) Data Science
19 59 (31.22%) Cloudera
20 58 (30.69%) Linux
21 57 (30.16%) NoSQL
22 55 (29.10%) MapReduce
23 54 (28.57%) Hortonworks
24 51 (26.98%) Apache Cassandra
25 49 (25.93%) Scrum
26 48 (25.40%) Hadoop YARN
27 46 (24.34%) Unix

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
1 174 (92.06%) Apache Spark
2 90 (47.62%) Apache Pig
3 41 (21.69%) Elasticsearch
4 30 (15.87%) Apache Solr
5 17 (8.99%) SAS
6 12 (6.35%) Apache
7 6 (3.17%) Tomcat
7 6 (3.17%) WildFly
8 1 (0.53%) Apache Airflow
8 1 (0.53%) IIS
8 1 (0.53%) Luigi
8 1 (0.53%) SharePoint
Applications
1 3 (1.59%) Chatbot
1 3 (1.59%) Microsoft Project
2 1 (0.53%) SPSS
Cloud Services
1 119 (62.96%) Amazon AWS
2 40 (21.16%) Amazon EMR
3 30 (15.87%) Amazon EC2
3 30 (15.87%) Serverless
4 27 (14.29%) Amazon S3
4 27 (14.29%) AWS Lambda
4 27 (14.29%) Microsoft Azure
5 12 (6.35%) Amazon Kinesis
6 10 (5.29%) Cloud Computing
7 9 (4.76%) GitHub
8 7 (3.70%) Google Cloud Platform
9 6 (3.17%) Amazon ElastiCache
9 6 (3.17%) Amazon ELB
10 4 (2.12%) Google Analytics
11 3 (1.59%) Amazon CloudWatch
11 3 (1.59%) AWS CloudFormation
11 3 (1.59%) AWS Elastic Beanstalk
12 2 (1.06%) Datadog
12 2 (1.06%) Sumo Logic
12 2 (1.06%) Virtual Private Cloud
Communications & Networking
1 23 (12.17%) Kerberos
2 11 (5.82%) Firewall
2 11 (5.82%) SSL
3 10 (5.29%) TCP/IP
4 8 (4.23%) DNS
5 5 (2.65%) HTTP
6 3 (1.59%) VPN
7 2 (1.06%) VLAN
8 1 (0.53%) Network Security
8 1 (0.53%) WAN
Database & Business Intelligence
1 171 (90.48%) Apache Hive
2 168 (88.89%) Hadoop
3 163 (86.24%) Big Data
4 93 (49.21%) HBase
5 77 (40.74%) Amazon Redshift
6 69 (36.51%) Sqoop
7 64 (33.86%) Impala
8 57 (30.16%) NoSQL
9 51 (26.98%) Apache Cassandra
10 35 (18.52%) Couchbase
11 33 (17.46%) Flink
12 31 (16.40%) CouchDB
13 28 (14.81%) Relational Database
14 27 (14.29%) Data Warehouse
15 24 (12.70%) SQL Server
16 23 (12.17%) Spark SQL
17 21 (11.11%) Data Lake
17 21 (11.11%) MySQL
18 16 (8.47%) Amazon RDS
19 15 (7.94%) PostgreSQL
Development Applications
1 32 (16.93%) Git (software)
2 23 (12.17%) Jenkins
3 16 (8.47%) GitLab
4 10 (5.29%) Atlassian Bamboo
5 8 (4.23%) Gradle
6 7 (3.70%) JIRA
7 6 (3.17%) ERwin
8 5 (2.65%) Subversion
9 4 (2.12%) Eclipse
9 4 (2.12%) Team Foundation Server
9 4 (2.12%) Travis CI
10 2 (1.06%) Bitbucket
10 2 (1.06%) Hudson
11 1 (0.53%) Jasmine
11 1 (0.53%) Mocha
General
1 23 (12.17%) Finance
2 22 (11.64%) Retail
3 19 (10.05%) Telecoms
4 15 (7.94%) Marketing
5 13 (6.88%) Games
6 7 (3.70%) Banking
7 1 (0.53%) Financial Institution
Job Titles
1 61 (32.28%) Data Engineer
2 58 (30.69%) Big Data Engineer
3 43 (22.75%) Developer
4 31 (16.40%) Big Data Developer
5 27 (14.29%) Hadoop Developer
6 20 (10.58%) Senior Data Engineer
7 15 (7.94%) Apache Spark Developer
7 15 (7.94%) Consultant
8 14 (7.41%) Senior Developer
9 13 (6.88%) Architect
9 13 (6.88%) Senior Big Data Developer
10 12 (6.35%) AWS Consultant
10 12 (6.35%) Games Engineer
11 11 (5.82%) Big Data Consultant
11 11 (5.82%) Data Consultant
12 10 (5.29%) AWS Engineer
13 9 (4.76%) Data Architect
14 8 (4.23%) Administrator
14 8 (4.23%) Principal Developer
15 7 (3.70%) Big Data Architect
Libraries, Frameworks & Software Standards
1 127 (67.20%) Kafka
2 19 (10.05%) .NET
3 17 (8.99%) LDAP
4 12 (6.35%) Web Services
5 9 (4.76%) Apache Avro
5 9 (4.76%) JSON
6 8 (4.23%) Spark Streaming
7 7 (3.70%) Node.js
7 7 (3.70%) SparkR
8 6 (3.17%) Middleware
9 5 (2.65%) LAMP
9 5 (2.65%) Pandas
9 5 (2.65%) RESTful
10 4 (2.12%) HTML5
10 4 (2.12%) NumPy
10 4 (2.12%) PySpark
10 4 (2.12%) React
10 4 (2.12%) scikit-learn
10 4 (2.12%) SciPy
10 4 (2.12%) SPNEGO
Miscellaneous
1 21 (11.11%) Analytical Skills
2 20 (10.58%) Fintech
3 18 (9.52%) Computer Science
4 10 (5.29%) Algorithms
5 9 (4.76%) Self-Motivation
6 7 (3.70%) Virtual Team
7 6 (3.17%) Enterprise Software
7 6 (3.17%) Linux Command Line
8 5 (2.65%) Data Structures
9 4 (2.12%) FMCG
9 4 (2.12%) Public Cloud
10 3 (1.59%) Analytical Mindset
10 3 (1.59%) Enterprise Cloud
11 1 (0.53%) Blog
11 1 (0.53%) Cloud Native
11 1 (0.53%) Greenfield Project
11 1 (0.53%) Marketing Technology
11 1 (0.53%) Private Cloud
Operating Systems
1 58 (30.69%) Linux
2 46 (24.34%) Unix
3 11 (5.82%) CentOS
4 7 (3.70%) Ubuntu
4 7 (3.70%) VMS
5 6 (3.17%) Red Hat Enterprise Linux
6 5 (2.65%) Windows
Processes & Methodologies
1 93 (49.21%) Analytics
2 90 (47.62%) Agile Software Development
3 68 (35.98%) ETL
4 62 (32.80%) Data Science
5 55 (29.10%) MapReduce
6 49 (25.93%) Scrum
7 35 (18.52%) DevOps
8 33 (17.46%) Kanban
9 32 (16.93%) Open Source
10 30 (15.87%) Data Modelling
11 29 (15.34%) Data Engineering
11 29 (15.34%) Test Automation
12 24 (12.70%) Configuration Management
13 22 (11.64%) Software Engineering
14 19 (10.05%) Machine Learning
14 19 (10.05%) Performance Tuning
15 18 (9.52%) Data Ingestion
16 17 (8.99%) Artificial Intelligence
17 16 (8.47%) Data Transformation
17 16 (8.47%) Functional Programming
Programming Languages
1 108 (57.14%) Python
2 99 (52.38%) SQL
3 98 (51.85%) Scala
4 88 (46.56%) Java
5 35 (18.52%) R
6 18 (9.52%) Bash Shell
7 13 (6.88%) C#
8 9 (4.76%) T-SQL
9 8 (4.23%) JavaScript
9 8 (4.23%) Shell Script
10 6 (3.17%) Ruby
11 4 (2.12%) Perl
11 4 (2.12%) PHP
12 2 (1.06%) Go
13 1 (0.53%) C
13 1 (0.53%) C++
13 1 (0.53%) MATLAB
Qualifications
1 15 (7.94%) Degree
2 6 (3.17%) Computer Science Degree
3 4 (2.12%) ISEB
3 4 (2.12%) ISTQB
3 4 (2.12%) PhD
4 2 (1.06%) AWS Certification
5 1 (0.53%) DV Cleared
5 1 (0.53%) ITIL Foundation Certificate
5 1 (0.53%) MCSA
5 1 (0.53%) MCSD
5 1 (0.53%) Microsoft Certification
5 1 (0.53%) Numerate Degree
5 1 (0.53%) Security Cleared
Quality Assurance & Compliance
1 22 (11.64%) QA
2 4 (2.12%) GDPR
3 3 (1.59%) PCI DSS
4 1 (0.53%) Data Quality
System Software
1 94 (49.74%) HDFS
2 64 (33.86%) Apache Flume
3 18 (9.52%) Apache ZooKeeper
4 17 (8.99%) Docker
5 14 (7.41%) Virtual Machines
6 12 (6.35%) Active Directory
7 1 (0.53%) VMware Infrastructure
Systems Management
1 48 (25.40%) Hadoop YARN
2 25 (13.23%) Puppet
3 14 (7.41%) Kubernetes
4 8 (4.23%) Ansible
5 7 (3.70%) Ambari
6 6 (3.17%) Terraform
6 6 (3.17%) Xymon
6 6 (3.17%) ZABBIX
7 5 (2.65%) Prometheus
8 4 (2.12%) Kibana
8 4 (2.12%) Rundeck
9 3 (1.59%) Grafana
9 3 (1.59%) Opscode Chef
10 2 (1.06%) Sysdig
11 1 (0.53%) Consul
11 1 (0.53%) Packer
Vendors
1 59 (31.22%) Cloudera
2 54 (28.57%) Hortonworks
3 36 (19.05%) MapR
4 31 (16.40%) Databricks
5 18 (9.52%) Google
5 18 (9.52%) Oracle
6 14 (7.41%) Microsoft
6 14 (7.41%) Talend
7 11 (5.82%) Informatica
7 11 (5.82%) Salesforce.com
7 11 (5.82%) SAP
8 9 (4.76%) Tableau
8 9 (4.76%) WorldPay
9 8 (4.23%) CA
9 8 (4.23%) Red Hat
10 6 (3.17%) Cognizant
11 5 (2.65%) Splunk
12 1 (0.53%) Facebook
12 1 (0.53%) RapidMiner
12 1 (0.53%) Vertica