Period
to 17 January 2020

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 17 January 2020 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK
6 months to
17 Jan 2020
Same period 2019 Same period 2018
Rank 879 862 1086
Rank change year-on-year -17 +224 -19
Permanent jobs citing Oozie 129 256 99
As % of all permanent IT jobs advertised in the UK 0.10% 0.17% 0.057%
As % of the Systems Management category 0.80% 1.49% 0.63%
Number of salaries quoted 106 172 90
UK median annual salary £72,500 £80,000 £70,000
Median salary % change year-on-year -9.38% +14.29% +16.67%
10th Percentile £50,000 £49,337 £40,450
90th Percentile £82,500 £96,250 £97,500
UK excluding London median annual salary £60,000 £57,500 £50,000
% change year-on-year +4.35% +15.00% +6.38%

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 16,080 17,202 15,738
As % of all permanent IT jobs advertised in the UK 12.75% 11.38% 9.09%
Number of salaries quoted 12,249 13,456 12,860
UK median annual salary £60,000 £56,000 £52,500
Median salary % change year-on-year +7.14% +6.67% +5.00%
10th Percentile £32,075 £32,500 £31,250
90th Percentile £93,750 £87,500 £82,500
UK excluding London median annual salary £50,000 £50,000 £46,000
% change year-on-year - +8.70% +2.22%

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 17 January 2020.

Salary histogram for Oozie in the UK

Oozie
Top 10 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 17 January 2020. 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 -35 121 £72,500 -9.38% 23
London -51 65 £72,500 -9.38% 12
UK excluding London +75 59 £60,000 +4.35% 12
East of England +89 34 £75,000 - 6
South West +30 12 £50,000 -
Midlands +33 8 £60,000 -6.61% 3
East Midlands +21 7 £60,000 -6.61% 2
Scotland +28 3 £60,900 -0.57%
South East +45 2 £68,750 -8.33% 1
West Midlands - 1 £65,000 - 1

For the 6 months to 17 January 2020, 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.

1 111 (86.05%) Apache Hive
1 111 (86.05%) Big Data
2 107 (82.95%) Apache Spark
3 102 (79.07%) Python
4 85 (65.89%) Linux
5 83 (64.34%) Hadoop
6 78 (60.47%) Kafka
7 64 (49.61%) Agile Software Development
8 54 (41.86%) Java
8 54 (41.86%) Impala
9 52 (40.31%) Apache Flume
10 50 (38.76%) Analytical Skills
11 49 (37.98%) Machine Learning
12 47 (36.43%) Scrum
12 47 (36.43%) Data Science
13 46 (35.66%) HBase
13 46 (35.66%) Analytics
13 46 (35.66%) Scala
14 45 (34.88%) Cloudera
15 41 (31.78%) JIRA
15 41 (31.78%) Data Modelling
16 40 (31.01%) Business Intelligence
17 37 (28.68%) Git (software)
18 36 (27.91%) AWS
19 35 (27.13%) Azure
20 34 (26.36%) SQL
20 34 (26.36%) Elastic Stack
21 33 (25.58%) Hadoop YARN
21 33 (25.58%) Bash Shell
21 33 (25.58%) MapReduce

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
1 107 (82.95%) Apache Spark
2 20 (15.50%) Apache Airflow
3 17 (13.18%) Luigi
4 9 (6.98%) Apache Solr
5 5 (3.88%) Apache
5 5 (3.88%) Apache Pig
5 5 (3.88%) SharePoint
6 2 (1.55%) Cloud Foundry
7 1 (0.78%) Jupyter
Applications
1 4 (3.10%) Gephi
2 1 (0.78%) Microsoft Project
Business Applications
1 1 (0.78%) Adobe Campaign
Cloud Services
1 36 (27.91%) AWS
2 35 (27.13%) Azure
3 17 (13.18%) GCP
4 12 (9.30%) IaaS
4 12 (9.30%) PaaS
5 8 (6.20%) Amazon EC2
6 6 (4.65%) Siri
7 5 (3.88%) Amazon EMR
7 5 (3.88%) Amazon S3
8 3 (2.33%) GitHub
9 2 (1.55%) Cloud Computing
9 2 (1.55%) Serverless
10 1 (0.78%) Azure Machine Learning
Communications & Networking
1 17 (13.18%) VPN
2 13 (10.08%) Kerberos
3 12 (9.30%) Firewall
3 12 (9.30%) HTTP
3 12 (9.30%) SSL
4 7 (5.43%) HTTPS
5 5 (3.88%) DNS
5 5 (3.88%) Ethernet
5 5 (3.88%) MPLS
6 1 (0.78%) Intrusion Detection
Database & Business Intelligence
1 111 (86.05%) Apache Hive
1 111 (86.05%) Big Data
2 83 (64.34%) Hadoop
3 54 (41.86%) Impala
4 46 (35.66%) HBase
5 31 (24.03%) Sqoop
6 30 (23.26%) Data Warehouse
7 22 (17.05%) Apache Kudu
8 21 (16.28%) Relational Database
9 20 (15.50%) Apache Cassandra
10 17 (13.18%) OLTP
11 16 (12.40%) MySQL
11 16 (12.40%) PostgreSQL
12 15 (11.63%) Amazon Redshift
12 15 (11.63%) Flink
12 15 (11.63%) Presto
13 14 (10.85%) BigQuery
14 12 (9.30%) Amazon Athena
15 11 (8.53%) SQL Server
16 10 (7.75%) RDBMS
Development Applications
1 41 (31.78%) JIRA
2 37 (28.68%) Git (software)
3 23 (17.83%) Jenkins
4 21 (16.28%) Bitbucket
5 20 (15.50%) Bitbucket Server
5 20 (15.50%) git-flow
6 7 (5.43%) Atlassian Bamboo
7 6 (4.65%) GitLab
7 6 (4.65%) Gradle
8 1 (0.78%) Maven
8 1 (0.78%) Mercurial
8 1 (0.78%) Selenium
8 1 (0.78%) SonarQube
8 1 (0.78%) Team Foundation Server
8 1 (0.78%) Visual Studio Team System
General
1 12 (9.30%) Finance
2 5 (3.88%) Retail
3 3 (2.33%) Legal
3 3 (2.33%) Public Sector
4 1 (0.78%) Advertising
4 1 (0.78%) Banking
4 1 (0.78%) Law
4 1 (0.78%) Marketing
Job Titles
1 50 (38.76%) Data Engineer
2 25 (19.38%) Architect
3 22 (17.05%) Data Architect
4 20 (15.50%) Data Scientist
5 19 (14.73%) Senior Data Engineer
6 16 (12.40%) Consultant
6 16 (12.40%) Data Consultant
7 14 (10.85%) QA Engineer
7 14 (10.85%) Senior QA Engineer
8 12 (9.30%) DevOps Engineer
8 12 (9.30%) Hadoop Architect
9 11 (8.53%) Analyst
9 11 (8.53%) Data Analyst
9 11 (8.53%) Principal Engineer
10 8 (6.20%) Big Data Architect
10 8 (6.20%) Big Data Engineer
10 8 (6.20%) Senior DevOps Engineer
10 8 (6.20%) Senior Software Engineer
10 8 (6.20%) Software Engineer
10 8 (6.20%) Technical Architect
Libraries, Frameworks & Software Standards
1 78 (60.47%) Kafka
2 34 (26.36%) Elastic Stack
3 16 (12.40%) PySpark
4 12 (9.30%) OAuth
4 12 (9.30%) SAML
5 11 (8.53%) LDAP
6 6 (4.65%) D3.js
6 6 (4.65%) ggplot
6 6 (4.65%) RESTful
7 3 (2.33%) Apache NiFi
7 3 (2.33%) JSON
8 2 (1.55%) .NET
9 1 (0.78%) Apache Beam
9 1 (0.78%) EDI
9 1 (0.78%) Hibernate
9 1 (0.78%) JMX
9 1 (0.78%) JPA
9 1 (0.78%) Spring
9 1 (0.78%) Theano
9 1 (0.78%) Web Services
Miscellaneous
1 50 (38.76%) Analytical Skills
2 22 (17.05%) Cyber Kill Chain
3 20 (15.50%) Analytical Mindset
4 14 (10.85%) Algorithms
4 14 (10.85%) Data Centre
4 14 (10.85%) Data Structures
5 12 (9.30%) Self-Motivation
6 6 (4.65%) iPad
6 6 (4.65%) iPhone
6 6 (4.65%) User Experience
7 5 (3.88%) Management Information System
8 4 (3.10%) Cybercrime
9 2 (1.55%) Public Cloud
9 2 (1.55%) Reference Data
9 2 (1.55%) Social Network
10 1 (0.78%) CUDA
10 1 (0.78%) Embedded Systems
10 1 (0.78%) Greenfield Project
10 1 (0.78%) Replication
10 1 (0.78%) Virtual Team
Operating Systems
1 85 (65.89%) Linux
2 29 (22.48%) Unix
Processes & Methodologies
1 64 (49.61%) Agile Software Development
2 49 (37.98%) Machine Learning
3 47 (36.43%) Data Science
3 47 (36.43%) Scrum
4 46 (35.66%) Analytics
5 41 (31.78%) Data Modelling
6 40 (31.01%) Business Intelligence
7 33 (25.58%) MapReduce
8 32 (24.81%) Software Engineering
9 31 (24.03%) Data Engineering
9 31 (24.03%) Visualisation
10 30 (23.26%) DevOps
11 27 (20.93%) Cybersecurity
11 27 (20.93%) Data Analysis
12 24 (18.60%) Mathematics
12 24 (18.60%) Test Automation
13 22 (17.05%) Kanban
13 22 (17.05%) OSINT
14 21 (16.28%) ETL
14 21 (16.28%) Problem-Solving
Programming Languages
1 102 (79.07%) Python
2 54 (41.86%) Java
3 46 (35.66%) Scala
4 34 (26.36%) SQL
5 33 (25.58%) Bash Shell
6 31 (24.03%) R
7 22 (17.05%) Shell Script
8 21 (16.28%) Perl
9 20 (15.50%) C
10 15 (11.63%) C#
11 13 (10.08%) Ruby
12 1 (0.78%) HiveQL
12 1 (0.78%) Java 8
12 1 (0.78%) JavaScript
12 1 (0.78%) PHP
12 1 (0.78%) Pig Latin
12 1 (0.78%) PL/SQL
Qualifications
1 7 (5.43%) Degree
2 4 (3.10%) DV Cleared
2 4 (3.10%) Security Cleared
3 1 (0.78%) CCNA
3 1 (0.78%) CEH
3 1 (0.78%) Cisco Certification
3 1 (0.78%) CISSP
3 1 (0.78%) CompTIA Security+
3 1 (0.78%) GIAC
3 1 (0.78%) Linux+ Certification
3 1 (0.78%) MCSE
3 1 (0.78%) Microsoft Certification
3 1 (0.78%) Network+ Certification
3 1 (0.78%) SANS
3 1 (0.78%) Six Sigma Black Belt
3 1 (0.78%) SSCP
Quality Assurance & Compliance
1 24 (18.60%) Data Quality
2 22 (17.05%) QA
3 3 (2.33%) GDPR
3 3 (2.33%) ISO/IEC 27001
System Software
1 52 (40.31%) Apache Flume
2 32 (24.81%) HDFS
3 15 (11.63%) Apache ZooKeeper
4 1 (0.78%) Docker
Systems Management
1 33 (25.58%) Hadoop YARN
2 12 (9.30%) Ambari
2 12 (9.30%) Single Sign-On
3 10 (7.75%) Puppet
4 5 (3.88%) Ansible
4 5 (3.88%) HP Quality Center
5 4 (3.10%) Kibana
5 4 (3.10%) Terraform
6 3 (2.33%) Control-M
7 1 (0.78%) Grafana
7 1 (0.78%) Kubernetes
7 1 (0.78%) Prometheus
Vendors
1 45 (34.88%) Cloudera
2 28 (21.71%) Hortonworks
3 24 (18.60%) Splunk
4 18 (13.95%) Microsoft
5 17 (13.18%) Tableau
6 14 (10.85%) Google
7 10 (7.75%) Informatica
8 6 (4.65%) Apple
9 5 (3.88%) CA Agile Central
9 5 (3.88%) HP
10 4 (3.10%) Ab Initio
10 4 (3.10%) BT
11 3 (2.33%) Netezza
11 3 (2.33%) Talend
12 2 (1.55%) Cognos
12 2 (1.55%) MapR
13 1 (0.78%) Adobe
13 1 (0.78%) IBM
13 1 (0.78%) Oracle
13 1 (0.78%) SAP