Period
to 20 May 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 20 May 2018 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK
6 months to
20 May 2018
Same period 2017 Same period 2016
Rank 1009 1054 1159
Rank change year-on-year +45 +105 +109
Permanent jobs citing Oozie 168 107 132
As % of all permanent IT jobs advertised in the UK 0.098% 0.063% 0.066%
As % of the Systems Management category 0.98% 0.72% 0.76%
Number of salaries quoted 108 79 80
UK median annual salary £72,500 £65,000 £58,750
Median salary % change year-on-year +11.54% +10.64% -9.62%
10th Percentile £45,000 £36,700 £48,625
90th Percentile £100,000 £102,500 £83,625
UK excluding London median annual salary £72,500 £42,500 £57,500
% change year-on-year +70.59% -26.09% +15.00%

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 17,190 14,920 17,320
As % of all permanent IT jobs advertised in the UK 10.00% 8.75% 8.62%
Number of salaries quoted 13,601 12,020 14,037
UK median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +5.26%
10th Percentile £31,500 £30,500 £30,000
90th Percentile £85,000 £81,250 £75,000
UK excluding London median annual salary £47,500 £45,000 £42,500
% change year-on-year +5.56% +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 20 May 2018.

Salary histogram for Oozie in the UK

Oozie
Top 11 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 20 May 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 +69 162 £72,500 +20.83% 20
London +42 109 £80,000 +4.92% 16
UK excluding London 0 56 £72,500 +70.59% 7
East of England +9 26 £72,500 +70.59% 4
South East -3 16 £50,000 +2.56%
North of England +7 9 - -
Yorkshire - 6 - -
Scotland -30 3 £52,500 -39.13% 3
North West - 3 - -
Midlands +2 2 - -
East Midlands - 2 - -

For the 6 months to 20 May 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.

1 147 (87.50%) Hadoop
2 140 (83.33%) Big Data
3 127 (75.60%) Apache Hive
4 122 (72.62%) Apache Spark
5 91 (54.17%) HDFS
6 89 (52.98%) Kafka
7 78 (46.43%) HBase
8 72 (42.86%) Apache Flume
9 70 (41.67%) Amazon AWS
10 66 (39.29%) Python
11 65 (38.69%) Sqoop
12 64 (38.10%) Linux
12 64 (38.10%) Agile Software Development
13 61 (36.31%) Analytics
13 61 (36.31%) Impala
14 57 (33.93%) ETL
15 49 (29.17%) Java
16 48 (28.57%) Scala
17 45 (26.79%) Apache Pig
18 43 (25.60%) Cloudera
18 43 (25.60%) SQL
19 41 (24.40%) Microsoft Azure
20 35 (20.83%) Data Transformation
21 34 (20.24%) DevOps
21 34 (20.24%) Apache Cassandra
22 33 (19.64%) Amazon EMR
22 33 (19.64%) Data Science
23 32 (19.05%) Amazon Redshift
23 32 (19.05%) Hadoop YARN
23 32 (19.05%) Configuration Management

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
1 122 (72.62%) Apache Spark
2 45 (26.79%) Apache Pig
3 30 (17.86%) Apache Solr
4 18 (10.71%) Apache
5 15 (8.93%) SAS
6 9 (5.36%) SharePoint
7 6 (3.57%) Elasticsearch
8 4 (2.38%) Apache Airflow
8 4 (2.38%) Oracle SOA Suite
8 4 (2.38%) WebLogic
9 3 (1.79%) Jupyter
9 3 (1.79%) Tomcat
10 1 (0.60%) nginx
Applications
1 2 (1.19%) Chatbot
1 2 (1.19%) Microsoft Project
Business Applications
1 4 (2.38%) Oracle 11i
1 4 (2.38%) Oracle Assets
1 4 (2.38%) Oracle EBS
1 4 (2.38%) Oracle EBS R12
1 4 (2.38%) Oracle General Ledger
1 4 (2.38%) Oracle iProcurement
1 4 (2.38%) Oracle Payables
1 4 (2.38%) Oracle Receivables
Cloud Services
1 70 (41.67%) Amazon AWS
2 41 (24.40%) Microsoft Azure
3 33 (19.64%) Amazon EMR
4 28 (16.67%) Amazon S3
5 20 (11.90%) Amazon Kinesis
6 15 (8.93%) GitHub
7 14 (8.33%) Google Cloud Platform
7 14 (8.33%) Serverless
8 13 (7.74%) AWS Lambda
9 2 (1.19%) Azure Data Factory
10 1 (0.60%) Amazon EC2
10 1 (0.60%) AWS Elastic Beanstalk
10 1 (0.60%) Google Analytics
10 1 (0.60%) PaaS
Communications & Networking
1 22 (13.10%) Kerberos
2 2 (1.19%) Firewall
3 1 (0.60%) DNS
3 1 (0.60%) Network Security
3 1 (0.60%) SSL
3 1 (0.60%) TCP/IP
Database & Business Intelligence
1 147 (87.50%) Hadoop
2 140 (83.33%) Big Data
3 127 (75.60%) Apache Hive
4 78 (46.43%) HBase
5 65 (38.69%) Sqoop
6 61 (36.31%) Impala
7 34 (20.24%) Apache Cassandra
8 32 (19.05%) Amazon Redshift
9 31 (18.45%) Data Warehouse
9 31 (18.45%) Parquet
10 30 (17.86%) SQL Server
11 27 (16.07%) NoSQL
12 24 (14.29%) MongoDB
12 24 (14.29%) Relational Database
13 23 (13.69%) Data Lake
13 23 (13.69%) PostgreSQL
14 20 (11.90%) Amazon QuickSight
15 16 (9.52%) MySQL
16 15 (8.93%) QlikView
17 11 (6.55%) Apache Zeppelin
Development Applications
1 18 (10.71%) Jenkins
1 18 (10.71%) JIRA
2 16 (9.52%) Git (software)
3 11 (6.55%) Subversion
4 9 (5.36%) GitLab
5 4 (2.38%) Ant
5 4 (2.38%) ERwin
5 4 (2.38%) Maven
5 4 (2.38%) Team Foundation Server
6 2 (1.19%) Eclipse
6 2 (1.19%) Octopus Deploy
6 2 (1.19%) Sonatype Nexus
6 2 (1.19%) TeamCity
6 2 (1.19%) Visual Studio Team System
7 1 (0.60%) Cucumber
7 1 (0.60%) Travis CI
General
1 28 (16.67%) Finance
2 10 (5.95%) Telecoms
3 8 (4.76%) Marketing
4 6 (3.57%) Retail
5 4 (2.38%) Banking
6 3 (1.79%) Investment Banking
6 3 (1.79%) Law
Job Titles
1 57 (33.93%) Data Engineer
2 39 (23.21%) Big Data Engineer
3 31 (18.45%) Architect
3 31 (18.45%) Data Architect
4 23 (13.69%) Big Data Architect
5 19 (11.31%) Cloud Architect
6 18 (10.71%) Data Analytics Architect
6 18 (10.71%) Technical Architect
7 17 (10.12%) Systems Engineer
8 11 (6.55%) Developer
8 11 (6.55%) DevOps Engineer
9 10 (5.95%) Consultant
9 10 (5.95%) QA Engineer
10 9 (5.36%) Data Manager
10 9 (5.36%) Release Manager
11 8 (4.76%) Big Data Software Engineer
11 8 (4.76%) Python Engineer
11 8 (4.76%) Senior Data Engineer
11 8 (4.76%) Software Engineer
12 7 (4.17%) Tester
Libraries, Frameworks & Software Standards
1 89 (52.98%) Kafka
2 22 (13.10%) Apache Avro
3 20 (11.90%) .NET
4 19 (11.31%) XML
5 17 (10.12%) SPNEGO
6 15 (8.93%) JSON
7 13 (7.74%) YAML
8 11 (6.55%) ActiveMQ
8 11 (6.55%) RabbitMQ
8 11 (6.55%) ServiceStack
8 11 (6.55%) Spark Streaming
9 10 (5.95%) SOAP
9 10 (5.95%) XSD
10 8 (4.76%) REST
11 6 (3.57%) Web Services
12 5 (2.98%) Java EE
12 5 (2.98%) Lucene
12 5 (2.98%) Middleware
13 4 (2.38%) EJB 3.0
13 4 (2.38%) Oracle Fusion
Miscellaneous
1 27 (16.07%) Fintech
2 17 (10.12%) Linux Command Line
3 15 (8.93%) Computer Science
3 15 (8.93%) Public Cloud
4 9 (5.36%) Analytical Skills
4 9 (5.36%) Enterprise Software
5 7 (4.17%) Replication
5 7 (4.17%) Taxonomies
6 6 (3.57%) Clustering
7 5 (2.98%) Algorithms
8 4 (2.38%) Analytical Mindset
8 4 (2.38%) Hybrid Cloud
8 4 (2.38%) Private Cloud
8 4 (2.38%) Virtual Team
9 2 (1.19%) FMCG
10 1 (0.60%) Data Structures
10 1 (0.60%) Greenfield Project
10 1 (0.60%) Grid Computing
Operating Systems
1 64 (38.10%) Linux
2 20 (11.90%) Unix
3 11 (6.55%) CentOS
4 2 (1.19%) Windows
5 1 (0.60%) Red Hat Enterprise Linux
5 1 (0.60%) VMS
5 1 (0.60%) Windows Server
5 1 (0.60%) Windows Server 2008
Processes & Methodologies
1 64 (38.10%) Agile Software Development
2 61 (36.31%) Analytics
3 57 (33.93%) ETL
4 35 (20.83%) Data Transformation
5 34 (20.24%) DevOps
6 33 (19.64%) Data Science
7 32 (19.05%) Configuration Management
8 30 (17.86%) MapReduce
9 29 (17.26%) Data Modelling
9 29 (17.26%) Test Automation
10 26 (15.48%) Scrum
11 25 (14.88%) Business Intelligence
11 25 (14.88%) Data Engineering
11 25 (14.88%) Performance Tuning
12 23 (13.69%) Data Integration
13 22 (13.10%) CRM
14 21 (12.50%) Data Ingestion
14 21 (12.50%) Open Source
15 20 (11.90%) Capacity Planning
16 19 (11.31%) Software Engineering
Programming Languages
1 66 (39.29%) Python
2 49 (29.17%) Java
3 48 (28.57%) Scala
4 43 (25.60%) SQL
5 17 (10.12%) Perl
5 17 (10.12%) R
6 6 (3.57%) T-SQL
7 5 (2.98%) C#
8 4 (2.38%) PL/SQL
8 4 (2.38%) WebLogic Scripting Tool
8 4 (2.38%) XPath
9 3 (1.79%) Java 8
9 3 (1.79%) Shell Script
10 2 (1.19%) Bash Shell
10 2 (1.19%) F#
11 1 (0.60%) Groovy
11 1 (0.60%) JavaScript
Qualifications
1 12 (7.14%) Computer Science Degree
1 12 (7.14%) Degree
2 6 (3.57%) Master's Degree
3 4 (2.38%) ISTQB
3 4 (2.38%) PRINCE2 Certification
4 3 (1.79%) PhD
5 2 (1.19%) MCSA
5 2 (1.19%) MCSD
5 2 (1.19%) Microsoft Certification
5 2 (1.19%) PMI Certification
5 2 (1.19%) PMP
6 1 (0.60%) Numerate Degree
6 1 (0.60%) TOGAF Certification
Quality Assurance & Compliance
1 31 (18.45%) QA
2 11 (6.55%) GCP
3 2 (1.19%) Data Quality
4 1 (0.60%) GDPR
System Software
1 91 (54.17%) HDFS
2 72 (42.86%) Apache Flume
3 18 (10.71%) Active Directory
3 18 (10.71%) Docker
4 15 (8.93%) Apache ZooKeeper
5 11 (6.55%) Virtual Machines
6 1 (0.60%) Cronacle
Systems Management
1 32 (19.05%) Hadoop YARN
2 26 (15.48%) Ansible
3 15 (8.93%) Kubernetes
4 14 (8.33%) Puppet
5 3 (1.79%) Ambari
5 3 (1.79%) Docker Swarm
5 3 (1.79%) Mesos
6 1 (0.60%) Control-M
6 1 (0.60%) Opscode Chef
6 1 (0.60%) Salt
Vendors
1 43 (25.60%) Cloudera
2 30 (17.86%) Hortonworks
3 29 (17.26%) Oracle
4 27 (16.07%) SAP
5 24 (14.29%) WorldPay
6 15 (8.93%) Tableau
6 15 (8.93%) Talend
7 11 (6.55%) Microsoft
7 11 (6.55%) Salesforce.com
8 8 (4.76%) Cognizant
8 8 (4.76%) Google
8 8 (4.76%) Informatica
9 5 (2.98%) MapR
10 4 (2.38%) Kofax
10 4 (2.38%) Perforce
11 3 (1.79%) IBM
12 2 (1.19%) TIBCO
13 1 (0.60%) CA
13 1 (0.60%) MuleSoft
13 1 (0.60%) SaltStack