Period
to 15 December 2019

The following table provides summary statistics for permanent job vacancies advertised in England 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 December 2019 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK > England
6 months to
15 Dec 2019
Same period 2018 Same period 2017
Rank 872 911 1091
Rank change year-on-year +39 +180 -17
Permanent jobs citing Oozie 145 217 101
As % of all permanent IT jobs advertised in England 0.12% 0.15% 0.060%
As % of the Systems Management category 0.93% 1.31% 0.67%
Number of salaries quoted 126 134 90
England median annual salary £70,000 £80,000 £62,500
Median salary % change year-on-year -12.50% +28.00% +4.17%
10th Percentile £50,000 £52,500 £41,125
90th Percentile £82,125 £96,250 £100,101
UK median annual salary £70,000 £80,000 £60,000
% change year-on-year -12.50% +33.33% -

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 advertised in England with a requirement for systems management skills.

All Systems Management Skills
England
Permanent vacancies with a requirement for systems management skills 15,669 16,572 15,136
As % of all permanent IT jobs advertised in England 12.85% 11.28% 9.01%
Number of salaries quoted 12,078 13,088 12,539
England median annual salary £60,000 £56,000 £55,000
Median salary % change year-on-year +7.14% +1.82% +6.80%
10th Percentile £32,500 £32,500 £31,250
90th Percentile £93,750 £87,500 £82,500
UK median annual salary £59,000 £55,000 £52,500
% change year-on-year +7.27% +4.76% +5.00%

Oozie
Job Vacancy Trend in England

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

Job vacancy trend for Oozie in England

Oozie
Salary Trend in England

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

Salary trend for Oozie in England

Oozie
Salary Histogram in England

The salary distribution of IT jobs citing Oozie in England over the 6 months to 15 December 2019.

Salary histogram for Oozie in England

Oozie
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Oozie within the England region over the 6 months to 15 December 2019. 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
London -21 70 £72,500 -9.38% 6
East of England +85 41 £70,000 - 2
South West +34 18 £50,000 -9.09% 1
Midlands +16 7 £60,000 -6.61% 1
East Midlands +9 7 £60,000 -6.61% 1
South East +46 5 £75,000 - 1
North of England +43 4 £55,007 -38.88% 1
Yorkshire +26 4 £55,007 -31.24%
Oozie
UK

For the 6 months to 15 December 2019, 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 across the England region with a requirement for Oozie.

1 131 (90.34%) Apache Spark
2 127 (87.59%) Big Data
3 125 (86.21%) Apache Hive
4 118 (81.38%) Python
5 98 (67.59%) Kafka
6 88 (60.69%) Linux
7 85 (58.62%) Hadoop
8 72 (49.66%) Impala
9 70 (48.28%) Apache Flume
10 69 (47.59%) Machine Learning
11 66 (45.52%) Agile Software Development
12 63 (43.45%) Analytical Skills
13 59 (40.69%) Scrum
14 56 (38.62%) Scala
14 56 (38.62%) Data Science
15 55 (37.93%) Git (software)
15 55 (37.93%) HBase
16 54 (37.24%) Analytics
17 52 (35.86%) Java
18 51 (35.17%) MapReduce
19 49 (33.79%) Cloudera
20 48 (33.10%) JIRA
21 47 (32.41%) Visualisation
21 47 (32.41%) Elastic Stack
22 45 (31.03%) Data Modelling
23 44 (30.34%) Bash Shell
23 44 (30.34%) R
24 41 (28.28%) Sqoop
25 40 (27.59%) Cybersecurity
26 39 (26.90%) SQL

Oozie
Co-occurring IT Skills in England 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
1 131 (90.34%) Apache Spark
2 19 (13.10%) Apache Airflow
3 16 (11.03%) Luigi
4 9 (6.21%) Apache Solr
5 8 (5.52%) Apache
5 8 (5.52%) Apache Pig
6 5 (3.45%) SharePoint
7 2 (1.38%) Cloud Foundry
8 1 (0.69%) WebLogic Portal
Applications
1 5 (3.45%) Gephi
2 1 (0.69%) Microsoft Project
Business Applications
1 1 (0.69%) Adobe Campaign
Cloud Services
1 36 (24.83%) AWS
2 29 (20.00%) Azure
3 19 (13.10%) GCP
4 10 (6.90%) IaaS
4 10 (6.90%) PaaS
5 8 (5.52%) Amazon EC2
6 7 (4.83%) GitHub
7 6 (4.14%) Siri
8 5 (3.45%) Amazon EMR
8 5 (3.45%) Amazon S3
9 2 (1.38%) Cloud Computing
9 2 (1.38%) Serverless
10 1 (0.69%) Azure Data Factory
10 1 (0.69%) Azure Machine Learning
Communications & Networking
1 16 (11.03%) VPN
2 11 (7.59%) Firewall
2 11 (7.59%) HTTP
2 11 (7.59%) Kerberos
2 11 (7.59%) SSL
3 6 (4.14%) DNS
3 6 (4.14%) Ethernet
3 6 (4.14%) MPLS
4 5 (3.45%) HTTPS
5 1 (0.69%) Intrusion Detection
Database & Business Intelligence
1 127 (87.59%) Big Data
2 125 (86.21%) Apache Hive
3 85 (58.62%) Hadoop
4 72 (49.66%) Impala
5 55 (37.93%) HBase
6 41 (28.28%) Sqoop
7 27 (18.62%) Data Warehouse
8 23 (15.86%) Apache Cassandra
9 22 (15.17%) Apache Kudu
10 20 (13.79%) Relational Database
11 15 (10.34%) Amazon Redshift
11 15 (10.34%) BigQuery
11 15 (10.34%) Flink
11 15 (10.34%) MySQL
11 15 (10.34%) PostgreSQL
11 15 (10.34%) Presto
12 14 (9.66%) MongoDB
12 14 (9.66%) NoSQL
13 13 (8.97%) OLTP
13 13 (8.97%) SQL Server
Development Applications
1 55 (37.93%) Git (software)
2 48 (33.10%) JIRA
3 34 (23.45%) Bitbucket
4 33 (22.76%) Bitbucket Server
4 33 (22.76%) git-flow
5 17 (11.72%) Jenkins
6 10 (6.90%) GitLab
7 6 (4.14%) Atlassian Bamboo
7 6 (4.14%) Gradle
8 1 (0.69%) Selenium
8 1 (0.69%) SonarQube
8 1 (0.69%) Subversion
8 1 (0.69%) Team Foundation Server
General
1 13 (8.97%) Finance
2 8 (5.52%) Retail
3 3 (2.07%) Law
4 2 (1.38%) Advertising
4 2 (1.38%) Legal
4 2 (1.38%) Public Sector
5 1 (0.69%) Banking
5 1 (0.69%) Marketing
Job Titles
1 56 (38.62%) Data Engineer
2 29 (20.00%) Consultant
2 29 (20.00%) Data Consultant
3 26 (17.93%) Data Scientist
4 21 (14.48%) Architect
4 21 (14.48%) Senior Data Engineer
5 18 (12.41%) Analyst
5 18 (12.41%) Data Analyst
5 18 (12.41%) Data Architect
6 14 (9.66%) Big Data Engineer
7 11 (7.59%) Hadoop Architect
8 10 (6.90%) Developer
8 10 (6.90%) DevOps Engineer
8 10 (6.90%) Principal Engineer
9 9 (6.21%) Software Engineer
10 8 (5.52%) Cloud Architect
10 8 (5.52%) QA Engineer
10 8 (5.52%) Senior QA Engineer
10 8 (5.52%) Senior Software Engineer
10 8 (5.52%) Technical Architect
Libraries, Frameworks & Software Standards
1 98 (67.59%) Kafka
2 47 (32.41%) Elastic Stack
3 12 (8.28%) PySpark
4 10 (6.90%) OAuth
4 10 (6.90%) SAML
5 9 (6.21%) LDAP
6 6 (4.14%) D3.js
6 6 (4.14%) ggplot
7 5 (3.45%) Apache NiFi
7 5 (3.45%) RESTful
8 4 (2.76%) Apache Drill
9 3 (2.07%) Apache Beam
9 3 (2.07%) JSON
9 3 (2.07%) Play Framework
10 2 (1.38%) .NET
11 1 (0.69%) Apache Avro
11 1 (0.69%) EDI
11 1 (0.69%) JMX
11 1 (0.69%) REST
11 1 (0.69%) Web Services
Miscellaneous
1 63 (43.45%) Analytical Skills
2 35 (24.14%) Cyber Kill Chain
3 33 (22.76%) Analytical Mindset
4 17 (11.72%) Algorithms
4 17 (11.72%) Data Structures
5 12 (8.28%) Data Centre
5 12 (8.28%) Self-Motivation
6 6 (4.14%) iPad
6 6 (4.14%) iPhone
6 6 (4.14%) User Experience
7 5 (3.45%) Cybercrime
8 3 (2.07%) Management Information System
9 2 (1.38%) Public Cloud
9 2 (1.38%) Social Network
10 1 (0.69%) CUDA
10 1 (0.69%) Embedded Systems
10 1 (0.69%) Greenfield Project
10 1 (0.69%) Reference Data
10 1 (0.69%) Replication
10 1 (0.69%) Virtual Team
Operating Systems
1 88 (60.69%) Linux
2 36 (24.83%) Unix
Processes & Methodologies
1 69 (47.59%) Machine Learning
2 66 (45.52%) Agile Software Development
3 59 (40.69%) Scrum
4 56 (38.62%) Data Science
5 54 (37.24%) Analytics
6 51 (35.17%) MapReduce
7 47 (32.41%) Visualisation
8 45 (31.03%) Data Modelling
9 40 (27.59%) Cybersecurity
10 38 (26.21%) Mathematics
11 36 (24.83%) Business Intelligence
12 35 (24.14%) Data Analysis
12 35 (24.14%) OSINT
13 34 (23.45%) Kanban
14 33 (22.76%) Problem-Solving
15 32 (22.07%) DevOps
15 32 (22.07%) Software Engineering
16 30 (20.69%) Data Engineering
17 27 (18.62%) ETL
18 20 (13.79%) Data Analytics
Programming Languages
1 118 (81.38%) Python
2 56 (38.62%) Scala
3 52 (35.86%) Java
4 44 (30.34%) Bash Shell
4 44 (30.34%) R
5 39 (26.90%) SQL
6 34 (23.45%) Perl
7 33 (22.76%) C
8 22 (15.17%) Shell Script
9 11 (7.59%) Ruby
10 9 (6.21%) C#
11 3 (2.07%) PL/SQL
12 1 (0.69%) HiveQL
12 1 (0.69%) JavaScript
12 1 (0.69%) PHP
12 1 (0.69%) Pig Latin
Qualifications
1 7 (4.83%) Degree
2 5 (3.45%) DV Cleared
2 5 (3.45%) Security Cleared
3 1 (0.69%) CCNA
3 1 (0.69%) CEH
3 1 (0.69%) Cisco Certification
3 1 (0.69%) CISSP
3 1 (0.69%) CompTIA Security+
3 1 (0.69%) GIAC
3 1 (0.69%) Linux+ Certification
3 1 (0.69%) MCSE
3 1 (0.69%) Microsoft Certification
3 1 (0.69%) Network+ Certification
3 1 (0.69%) SANS
3 1 (0.69%) Six Sigma Black Belt
3 1 (0.69%) SSCP
Quality Assurance & Compliance
1 25 (17.24%) Data Quality
2 17 (11.72%) QA
3 2 (1.38%) GDPR
3 2 (1.38%) ISO/IEC 27001
System Software
1 70 (48.28%) Apache Flume
2 37 (25.52%) HDFS
3 19 (13.10%) Apache ZooKeeper
4 3 (2.07%) Docker
5 1 (0.69%) Cronacle
Systems Management
1 28 (19.31%) Hadoop YARN
2 10 (6.90%) Ambari
2 10 (6.90%) Single Sign-On
3 9 (6.21%) Puppet
4 5 (3.45%) HP Quality Center
4 5 (3.45%) Kibana
5 4 (2.76%) Ansible
5 4 (2.76%) Control-M
6 3 (2.07%) Kubernetes
6 3 (2.07%) Terraform
7 1 (0.69%) Grafana
7 1 (0.69%) Prometheus
Vendors
1 49 (33.79%) Cloudera
2 38 (26.21%) Splunk
3 24 (16.55%) Hortonworks
4 17 (11.72%) Google
5 14 (9.66%) Tableau
6 11 (7.59%) Microsoft
7 10 (6.90%) Informatica
8 6 (4.14%) Apple
9 5 (3.45%) BT
9 5 (3.45%) CA Agile Central
9 5 (3.45%) HP
10 4 (2.76%) Ab Initio
10 4 (2.76%) Oracle
11 3 (2.07%) Netezza
11 3 (2.07%) Talend
12 2 (1.38%) Cognos
12 2 (1.38%) MapR
12 2 (1.38%) Samsung
13 1 (0.69%) IBM
13 1 (0.69%) SAP