Period
to 15 August 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 15 August 2018 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 985 1090 1141
Rank change year-on-year +105 +51 +117
Permanent jobs citing Oozie 198 97 133
As % of all permanent IT jobs advertised in the UK 0.12% 0.055% 0.067%
As % of the Systems Management category 1.12% 0.61% 0.75%
Number of salaries quoted 131 65 77
UK median annual salary £70,000 £60,000 £60,000
Median salary % change year-on-year +16.67% - -7.69%
10th Percentile £47,500 £41,250 £45,000
90th Percentile £96,250 £105,000 £85,000
UK excluding London median annual salary £65,000 £57,500 £58,750
% change year-on-year +13.04% -2.13% +17.50%

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 17,666 15,778 17,664
As % of all permanent IT jobs advertised in the UK 10.42% 8.91% 8.90%
Number of salaries quoted 14,039 12,750 14,350
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £31,250 £30,620 £31,000
90th Percentile £85,000 £82,500 £76,250
UK excluding London median annual salary £47,500 £45,000 £43,500
% change year-on-year +5.56% +3.45% +2.35%

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 15 August 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 15 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
England +103 181 £72,500 +20.83% 16
London +116 138 £75,000 +25.00% 14
UK excluding London +51 57 £65,000 +13.04% 4
East of England +27 25 £72,500 +70.59%
Scotland +8 14 £55,000 -37.14% 2
North of England +28 7 £80,000 -
East Midlands - 7 £75,000 -
Midlands - 7 £75,000 -
Yorkshire - 6 £57,500 -
South East -9 3 £58,750 -16.07% 2
South West -21 1 £55,000 +10.00%
North West - 1 £90,500 -

For the 6 months to 15 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 with a requirement for Oozie.

1 174 (87.88%) Big Data
2 170 (85.86%) Hadoop
3 165 (83.33%) Apache Hive
4 160 (80.81%) Apache Spark
5 125 (63.13%) Kafka
6 110 (55.56%) Amazon AWS
7 107 (54.04%) HDFS
8 92 (46.46%) Python
9 90 (45.45%) Analytics
10 86 (43.43%) SQL
11 83 (41.92%) HBase
12 81 (40.91%) ETL
13 77 (38.89%) Apache Pig
14 76 (38.38%) Sqoop
14 76 (38.38%) Linux
15 74 (37.37%) Agile Software Development
16 70 (35.35%) Scala
17 69 (34.85%) Apache Flume
18 66 (33.33%) Impala
19 64 (32.32%) Amazon Redshift
20 62 (31.31%) Java
21 50 (25.25%) Data Science
22 48 (24.24%) Cloudera
23 47 (23.74%) Amazon EMR
24 42 (21.21%) Hortonworks
24 42 (21.21%) NoSQL
25 40 (20.20%) Apache Cassandra
25 40 (20.20%) Microsoft Azure
26 39 (19.70%) DevOps
27 38 (19.19%) Amazon S3

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
1 160 (80.81%) Apache Spark
2 77 (38.89%) Apache Pig
3 28 (14.14%) Apache Solr
4 23 (11.62%) Apache
5 21 (10.61%) Elasticsearch
6 12 (6.06%) SAS
7 9 (4.55%) SharePoint
7 9 (4.55%) Tomcat
8 6 (3.03%) WildFly
9 1 (0.51%) IIS
9 1 (0.51%) nginx
Applications
1 4 (2.02%) Chatbot
2 3 (1.52%) Microsoft Project
Cloud Services
1 110 (55.56%) Amazon AWS
2 47 (23.74%) Amazon EMR
3 40 (20.20%) Microsoft Azure
4 38 (19.19%) Amazon S3
5 30 (15.15%) Serverless
6 27 (13.64%) AWS Lambda
7 24 (12.12%) Amazon EC2
8 21 (10.61%) Amazon Kinesis
9 17 (8.59%) Google Cloud Platform
10 7 (3.54%) GitHub
11 6 (3.03%) Amazon ElastiCache
11 6 (3.03%) Amazon ELB
12 4 (2.02%) Google Analytics
13 3 (1.52%) Amazon CloudWatch
13 3 (1.52%) AWS CloudFormation
13 3 (1.52%) AWS Elastic Beanstalk
13 3 (1.52%) Cloud Computing
13 3 (1.52%) PaaS
14 2 (1.01%) Sumo Logic
14 2 (1.01%) Virtual Private Cloud
Communications & Networking
1 29 (14.65%) Kerberos
2 6 (3.03%) Firewall
3 5 (2.53%) SSL
4 4 (2.02%) TCP/IP
5 3 (1.52%) DNS
6 2 (1.01%) VPN
7 1 (0.51%) HTTP
7 1 (0.51%) Network Security
7 1 (0.51%) VLAN
Database & Business Intelligence
1 174 (87.88%) Big Data
2 170 (85.86%) Hadoop
3 165 (83.33%) Apache Hive
4 83 (41.92%) HBase
5 76 (38.38%) Sqoop
6 66 (33.33%) Impala
7 64 (32.32%) Amazon Redshift
8 42 (21.21%) NoSQL
9 40 (20.20%) Apache Cassandra
10 32 (16.16%) Data Warehouse
11 27 (13.64%) SQL Server
12 24 (12.12%) Parquet
13 22 (11.11%) Data Lake
13 22 (11.11%) MySQL
14 20 (10.10%) Flink
14 20 (10.10%) PostgreSQL
14 20 (10.10%) Relational Database
15 19 (9.60%) MongoDB
16 16 (8.08%) Amazon RDS
17 15 (7.58%) CouchDB
Development Applications
1 19 (9.60%) Git (software)
1 19 (9.60%) Jenkins
2 13 (6.57%) GitLab
2 13 (6.57%) JIRA
3 10 (5.05%) Subversion
4 4 (2.02%) Atlassian Bamboo
4 4 (2.02%) ERwin
4 4 (2.02%) Travis CI
5 2 (1.01%) Bitbucket
5 2 (1.01%) Eclipse
5 2 (1.01%) Gradle
5 2 (1.01%) Hudson
6 1 (0.51%) Cucumber
6 1 (0.51%) Jasmine
6 1 (0.51%) Maven
6 1 (0.51%) Mocha
General
1 27 (13.64%) Finance
2 18 (9.09%) Telecoms
3 16 (8.08%) Marketing
4 12 (6.06%) Retail
5 7 (3.54%) Games
6 6 (3.03%) Banking
7 1 (0.51%) Financial Institution
Job Titles
1 68 (34.34%) Data Engineer
2 44 (22.22%) Big Data Engineer
3 26 (13.13%) Architect
3 26 (13.13%) Developer
4 23 (11.62%) Data Architect
5 19 (9.60%) Hadoop Developer
6 18 (9.09%) Big Data Developer
6 18 (9.09%) Senior Data Engineer
7 17 (8.59%) Big Data Architect
8 15 (7.58%) Consultant
8 15 (7.58%) Systems Engineer
9 14 (7.07%) Apache Spark Developer
9 14 (7.07%) Cloud Architect
9 14 (7.07%) Technical Architect
10 12 (6.06%) AWS Consultant
10 12 (6.06%) Data Analytics Architect
11 11 (5.56%) AWS Engineer
12 10 (5.05%) Big Data Consultant
12 10 (5.05%) Data Consultant
13 9 (4.55%) Data Manager
Libraries, Frameworks & Software Standards
1 125 (63.13%) Kafka
2 23 (11.62%) .NET
3 17 (8.59%) Apache Avro
4 15 (7.58%) SPNEGO
5 12 (6.06%) LDAP
6 11 (5.56%) JSON
7 9 (4.55%) XML
8 8 (4.04%) ActiveMQ
8 8 (4.04%) RabbitMQ
8 8 (4.04%) REST
8 8 (4.04%) ServiceStack
8 8 (4.04%) Web Services
9 7 (3.54%) Middleware
9 7 (3.54%) Node.js
9 7 (3.54%) Spark Streaming
10 5 (2.53%) LAMP
10 5 (2.53%) NumPy
10 5 (2.53%) Pandas
10 5 (2.53%) scikit-learn
10 5 (2.53%) SciPy
Miscellaneous
1 34 (17.17%) Fintech
2 17 (8.59%) Linux Command Line
3 13 (6.57%) Analytical Skills
4 12 (6.06%) Computer Science
4 12 (6.06%) Public Cloud
5 11 (5.56%) Algorithms
6 8 (4.04%) Virtual Team
7 6 (3.03%) Enterprise Software
8 5 (2.53%) Data Structures
8 5 (2.53%) FMCG
8 5 (2.53%) Replication
9 4 (2.02%) Taxonomies
10 3 (1.52%) Analytical Mindset
10 3 (1.52%) Enterprise Cloud
10 3 (1.52%) Self-Motivation
11 2 (1.01%) Clustering
11 2 (1.01%) Greenfield Project
12 1 (0.51%) Blog
12 1 (0.51%) Cloud Native
12 1 (0.51%) Private Cloud
Operating Systems
1 76 (38.38%) Linux
2 38 (19.19%) Unix
3 18 (9.09%) CentOS
4 7 (3.54%) Ubuntu
5 5 (2.53%) Red Hat Enterprise Linux
6 2 (1.01%) VMS
6 2 (1.01%) Windows
7 1 (0.51%) Windows Server
7 1 (0.51%) Windows Server 2008
Processes & Methodologies
1 90 (45.45%) Analytics
2 81 (40.91%) ETL
3 74 (37.37%) Agile Software Development
4 50 (25.25%) Data Science
5 39 (19.70%) DevOps
6 36 (18.18%) Scrum
7 33 (16.67%) Data Engineering
7 33 (16.67%) Open Source
8 31 (15.66%) MapReduce
9 30 (15.15%) Data Transformation
10 28 (14.14%) Configuration Management
11 27 (13.64%) Data Modelling
11 27 (13.64%) Test Automation
12 23 (11.62%) Performance Tuning
13 20 (10.10%) Capacity Planning
13 20 (10.10%) Data Ingestion
14 18 (9.09%) Business Intelligence
15 17 (8.59%) Machine Learning
15 17 (8.59%) Software Engineering
16 16 (8.08%) Artificial Intelligence
Programming Languages
1 92 (46.46%) Python
2 86 (43.43%) SQL
3 70 (35.35%) Scala
4 62 (31.31%) Java
5 33 (16.67%) R
6 15 (7.58%) Perl
7 13 (6.57%) Bash Shell
8 10 (5.05%) C#
9 9 (4.55%) T-SQL
10 6 (3.03%) Ruby
11 4 (2.02%) JavaScript
11 4 (2.02%) PHP
12 3 (1.52%) Shell Script
13 2 (1.01%) Go
14 1 (0.51%) C
14 1 (0.51%) C++
14 1 (0.51%) F#
14 1 (0.51%) Groovy
14 1 (0.51%) Java 8
Qualifications
1 8 (4.04%) Degree
2 5 (2.53%) Computer Science Degree
2 5 (2.53%) PhD
3 3 (1.52%) ISEB
3 3 (1.52%) ISTQB
4 2 (1.01%) AWS Certification
4 2 (1.01%) Master's Degree
4 2 (1.01%) MCSA
4 2 (1.01%) MCSD
4 2 (1.01%) Microsoft Certification
4 2 (1.01%) Numerate Degree
4 2 (1.01%) PMI Certification
4 2 (1.01%) PMP
5 1 (0.51%) ITIL Foundation Certificate
5 1 (0.51%) TOGAF Certification
Quality Assurance & Compliance
1 23 (11.62%) QA
2 11 (5.56%) GCP
3 3 (1.52%) Data Quality
3 3 (1.52%) GDPR
4 2 (1.01%) PCI DSS
System Software
1 107 (54.04%) HDFS
2 69 (34.85%) Apache Flume
3 18 (9.09%) Active Directory
4 17 (8.59%) Docker
5 14 (7.07%) Apache ZooKeeper
6 6 (3.03%) Virtual Machines
7 1 (0.51%) Cronacle
7 1 (0.51%) VMware Infrastructure
Systems Management
1 31 (15.66%) Hadoop YARN
2 24 (12.12%) Puppet
3 19 (9.60%) Ansible
4 10 (5.05%) Kubernetes
5 6 (3.03%) Terraform
5 6 (3.03%) Xymon
5 6 (3.03%) ZABBIX
6 5 (2.53%) Prometheus
7 4 (2.02%) Ambari
7 4 (2.02%) Opscode Chef
8 3 (1.52%) Grafana
9 2 (1.01%) Sysdig
10 1 (0.51%) Consul
10 1 (0.51%) Control-M
10 1 (0.51%) Packer
10 1 (0.51%) Salt
Vendors
1 48 (24.24%) Cloudera
2 42 (21.21%) Hortonworks
3 23 (11.62%) WorldPay
4 22 (11.11%) Google
5 19 (9.60%) MapR
6 17 (8.59%) Oracle
7 15 (7.58%) Microsoft
7 15 (7.58%) SAP
7 15 (7.58%) Talend
8 14 (7.07%) Informatica
9 13 (6.57%) Databricks
10 11 (5.56%) Salesforce.com
11 8 (4.04%) Tableau
12 7 (3.54%) Red Hat
13 6 (3.03%) Cognizant
14 3 (1.52%) CA
14 3 (1.52%) IBM
14 3 (1.52%) Splunk
15 2 (1.01%) TIBCO
16 1 (0.51%) VMware