Period
to 19 March 2019

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 19 March 2019 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK
6 months to
19 Mar 2019
Same period 2018 Same period 2017
Rank 821 1055 1066
Rank change year-on-year +234 +11 +97
Permanent jobs citing Oozie 274 137 137
As % of all permanent IT jobs advertised in the UK 0.18% 0.078% 0.080%
As % of the Systems Management category 1.59% 0.81% 0.91%
Number of salaries quoted 207 98 99
UK median annual salary £80,000 £72,500 £60,000
Median salary % change year-on-year +10.34% +20.83% -4.76%
10th Percentile £49,337 £40,500 £33,500
90th Percentile £106,250 £100,000 £102,500
UK excluding London median annual salary £53,500 £72,500 £47,000
% change year-on-year -26.21% +54.26% -18.26%

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 17,264 16,882 15,135
As % of all permanent IT jobs advertised in the UK 11.63% 9.60% 8.80%
Number of salaries quoted 13,510 13,522 12,198
UK median annual salary £57,500 £53,000 £52,500
Median salary % change year-on-year +8.49% +0.95% +5.00%
10th Percentile £32,500 £31,250 £31,250
90th Percentile £88,750 £83,750 £80,000
UK excluding London median annual salary £50,000 £47,000 £45,000
% change year-on-year +6.38% +4.44% +4.65%

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 19 March 2019.

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 19 March 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
England +232 274 £80,000 +10.34% 19
London +185 218 £80,000 +3.23% 12
UK excluding London +85 55 £53,500 -26.21% 7
North of England +72 31 £49,337 - 3
Yorkshire +38 16 £56,346 -
North East - 11 £49,337 -
Midlands +46 9 £53,500 -
East Midlands +32 9 £53,500 -
East of England +42 8 £60,000 -17.24% 2
South East +40 5 £75,000 +50.00% 1
North West +57 4 £89,995 - 3
South West - 2 £60,000 - 1

For the 6 months to 19 March 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 with a requirement for Oozie.

1 264 (96.35%) Apache Hive
1 264 (96.35%) Apache Spark
2 261 (95.26%) Big Data
3 239 (87.23%) Python
4 233 (85.04%) Scala
5 230 (83.94%) Java
6 226 (82.48%) Hadoop
7 210 (76.64%) HBase
8 204 (74.45%) Kafka
9 200 (72.99%) Agile Software Development
10 189 (68.98%) Cloudera
11 171 (62.41%) Amazon AWS
12 169 (61.68%) NoSQL
13 152 (55.47%) Apache Pig
13 152 (55.47%) Apache Cassandra
14 145 (52.92%) SQL
15 144 (52.55%) Hortonworks
16 141 (51.46%) Impala
17 138 (50.36%) Apache Flume
18 134 (48.91%) Analytics
19 123 (44.89%) Data Science
20 121 (44.16%) Machine Learning
21 108 (39.42%) Scrum
22 105 (38.32%) Sqoop
23 104 (37.96%) MapReduce
24 103 (37.59%) Elasticsearch
25 101 (36.86%) Hadoop YARN
26 95 (34.67%) Amazon Redshift
26 95 (34.67%) MapR
27 94 (34.31%) ETL

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
1 264 (96.35%) Apache Spark
2 152 (55.47%) Apache Pig
3 103 (37.59%) Elasticsearch
4 47 (17.15%) Apache Solr
5 20 (7.30%) Apache
6 4 (1.46%) SAS
7 1 (0.36%) Apache Airflow
Applications
1 2 (0.73%) Gephi
1 2 (0.73%) SPSS
Business Applications
1 1 (0.36%) Adobe Campaign
Cloud Services
1 171 (62.41%) Amazon AWS
2 75 (27.37%) Microsoft Azure
3 68 (24.82%) Google Cloud Platform
4 45 (16.42%) GitHub
5 11 (4.01%) Amazon Kinesis
6 10 (3.65%) Amazon EMR
7 8 (2.92%) Cloud Computing
8 4 (1.46%) Amazon EC2
8 4 (1.46%) AWS CloudFormation
9 3 (1.09%) Serverless
10 2 (0.73%) Amazon S3
10 2 (0.73%) IBM Cloud
10 2 (0.73%) Stackdriver
11 1 (0.36%) IaaS
11 1 (0.36%) PaaS
11 1 (0.36%) SaaS
Communications & Networking
1 19 (6.93%) Internet
2 8 (2.92%) Kerberos
3 7 (2.55%) HTTP
4 5 (1.82%) SSL
5 4 (1.46%) DNS
6 3 (1.09%) Firewall
6 3 (1.09%) VPN
7 2 (0.73%) Ethernet
7 2 (0.73%) MPLS
7 2 (0.73%) TCP/IP
8 1 (0.36%) HTTPS
8 1 (0.36%) Network Security
8 1 (0.36%) WAN
Database & Business Intelligence
1 264 (96.35%) Apache Hive
2 261 (95.26%) Big Data
3 226 (82.48%) Hadoop
4 210 (76.64%) HBase
5 169 (61.68%) NoSQL
6 152 (55.47%) Apache Cassandra
7 141 (51.46%) Impala
8 105 (38.32%) Sqoop
9 95 (34.67%) Amazon Redshift
10 91 (33.21%) Couchbase
10 91 (33.21%) MongoDB
11 90 (32.85%) Flink
12 87 (31.75%) CouchDB
13 50 (18.25%) QlikView
14 45 (16.42%) Spark SQL
15 31 (11.31%) Data Mining
16 30 (10.95%) Neo4j
17 27 (9.85%) Data Warehouse
18 25 (9.12%) Data Lake
19 18 (6.57%) Pentaho
Development Applications
1 16 (5.84%) Jenkins
2 15 (5.47%) Git (software)
3 11 (4.01%) GitLab
4 7 (2.55%) Atlassian Bamboo
4 7 (2.55%) Gradle
5 6 (2.19%) JIRA
6 4 (1.46%) Eclipse
6 4 (1.46%) Subversion
6 4 (1.46%) Team Foundation Server
6 4 (1.46%) Travis CI
7 2 (0.73%) Sonatype Nexus
8 1 (0.36%) Maven
General
1 48 (17.52%) Law
1 48 (17.52%) Military
2 43 (15.69%) Banking
3 30 (10.95%) Investment Banking
4 21 (7.66%) Games
5 15 (5.47%) Finance
6 11 (4.01%) Retail
7 2 (0.73%) Marketing
7 2 (0.73%) Telecoms
8 1 (0.36%) Legal
Job Titles
1 157 (57.30%) Data Engineer
2 147 (53.65%) Big Data Engineer
3 38 (13.87%) Hadoop Engineer
4 36 (13.14%) Python Engineer
4 36 (13.14%) Senior Data Engineer
5 32 (11.68%) Data Scientist
6 20 (7.30%) Architect
7 18 (6.57%) Games Engineer
8 16 (5.84%) Big Data Architect
8 16 (5.84%) Data Architect
9 15 (5.47%) Developer
10 14 (5.11%) Senior Hadoop Engineer
11 12 (4.38%) Big Data Developer
11 12 (4.38%) Senior Developer
12 11 (4.01%) Senior Big Data Developer
13 10 (3.65%) Head of Digital
14 9 (3.28%) AWS Engineer
15 6 (2.19%) Cloud Engineer
16 5 (1.82%) Tester
17 4 (1.46%) Consultant
Libraries, Frameworks & Software Standards
1 204 (74.45%) Kafka
2 75 (27.37%) Spark Streaming
3 54 (19.71%) Apache NiFi
4 20 (7.30%) .NET
5 11 (4.01%) PySpark
6 5 (1.82%) CSS
6 5 (1.82%) HTML
6 5 (1.82%) HTML5
6 5 (1.82%) JSON
6 5 (1.82%) React
6 5 (1.82%) Web Services
7 4 (1.46%) AngularJS
7 4 (1.46%) jQuery
7 4 (1.46%) RESTful
7 4 (1.46%) XML
8 3 (1.09%) Akka
8 3 (1.09%) LDAP
8 3 (1.09%) SPNEGO
9 2 (0.73%) Apache Camel
9 2 (0.73%) Jinja
Miscellaneous
1 28 (10.22%) Analytical Skills
2 8 (2.92%) Fintech
3 7 (2.55%) Self-Motivation
4 5 (1.82%) Cloud Native
5 3 (1.09%) FMCG
5 3 (1.09%) Linux Command Line
6 2 (0.73%) Cybercrime
6 2 (0.73%) Virtual Team
7 1 (0.36%) Cyber Kill Chain
7 1 (0.36%) Data Centre
7 1 (0.36%) Linked Data
7 1 (0.36%) NHS
Operating Systems
1 61 (22.26%) Unix
2 33 (12.04%) Linux
3 4 (1.46%) Windows
4 2 (0.73%) VMS
5 1 (0.36%) HPUX
5 1 (0.36%) Red Hat Enterprise Linux
5 1 (0.36%) Ubuntu
Processes & Methodologies
1 200 (72.99%) Agile Software Development
2 134 (48.91%) Analytics
3 123 (44.89%) Data Science
4 121 (44.16%) Machine Learning
5 108 (39.42%) Scrum
6 104 (37.96%) MapReduce
7 94 (34.31%) ETL
8 91 (33.21%) Data Engineering
9 85 (31.02%) Kanban
10 77 (28.10%) DevOps
11 65 (23.72%) Software Engineering
12 62 (22.63%) Mentoring
13 61 (22.26%) Data Analysis
14 52 (18.98%) Data Modelling
15 45 (16.42%) Artificial Intelligence
16 43 (15.69%) Business Intelligence
17 42 (15.33%) Coaching
18 40 (14.60%) Data Transformation
19 38 (13.87%) Visualisation
20 35 (12.77%) Data Integration
Programming Languages
1 239 (87.23%) Python
2 233 (85.04%) Scala
3 230 (83.94%) Java
4 145 (52.92%) SQL
5 39 (14.23%) R
6 30 (10.95%) C++
7 20 (7.30%) C#
8 14 (5.11%) PL/SQL
9 12 (4.38%) Shell Script
10 7 (2.55%) Bash Shell
11 5 (1.82%) JavaScript
12 4 (1.46%) Clojure
13 3 (1.09%) Perl
14 2 (0.73%) MATLAB
15 1 (0.36%) Go
15 1 (0.36%) T-SQL
Qualifications
1 14 (5.11%) Degree
2 6 (2.19%) Computer Science Degree
3 5 (1.82%) Security Cleared
4 3 (1.09%) DV Cleared
5 2 (0.73%) Master's Degree
5 2 (0.73%) SC Cleared
6 1 (0.36%) ISEB
6 1 (0.36%) ISTQB
6 1 (0.36%) PhD
Quality Assurance & Compliance
1 30 (10.95%) Data Quality
2 14 (5.11%) QA
3 1 (0.36%) GDPR
3 1 (0.36%) ISO/IEC 27001
3 1 (0.36%) PCI DSS
System Software
1 138 (50.36%) Apache Flume
2 62 (22.63%) HDFS
3 60 (21.90%) Apache ZooKeeper
4 7 (2.55%) Active Directory
5 6 (2.19%) Virtual Machines
6 5 (1.82%) Docker
Systems Management
1 101 (36.86%) Hadoop YARN
2 18 (6.57%) Ambari
3 11 (4.01%) Kibana
3 11 (4.01%) Kubernetes
4 9 (3.28%) Puppet
5 4 (1.46%) Prometheus
5 4 (1.46%) Rundeck
6 2 (0.73%) Opscode Chef
6 2 (0.73%) Single Sign-On
7 1 (0.36%) Ansible
7 1 (0.36%) Terraform
Vendors
1 189 (68.98%) Cloudera
2 144 (52.55%) Hortonworks
3 95 (34.67%) MapR
4 87 (31.75%) Databricks
5 55 (20.07%) Oracle
6 53 (19.34%) Tableau
7 22 (8.03%) Talend
8 21 (7.66%) Informatica
9 12 (4.38%) Google
10 8 (2.92%) WorldPay
11 5 (1.82%) SAP
11 5 (1.82%) Splunk
12 4 (1.46%) Microsoft
12 4 (1.46%) Red Hat
13 3 (1.09%) IBM
13 3 (1.09%) MicroStrategy
14 2 (0.73%) BT
14 2 (0.73%) CA
14 2 (0.73%) Cognizant
14 2 (0.73%) GigaSpaces