Period
to 21 January 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 21 January 2018 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK
6 months to
21 Jan 2018
Same period 2017 Same period 2016
Rank 1083 1050 1163
Rank change year-on-year -33 +113 +108
Permanent jobs citing Oozie 96 130 121
As % of all permanent IT jobs advertised in the UK 0.056% 0.074% 0.058%
As % of the Systems Management category 0.63% 0.87% 0.74%
Number of salaries quoted 89 87 63
UK median annual salary £70,000 £60,000 £65,000
Median salary % change year-on-year +16.67% -7.69% -21.21%
10th Percentile £40,400 £33,500 £48,750
90th Percentile £97,500 £93,000 £109,000
UK excluding London median annual salary £50,000 £47,000 £57,500
% change year-on-year +6.38% -18.26% -22.30%

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 15,180 14,996 16,309
As % of all permanent IT jobs advertised in the UK 8.83% 8.52% 7.83%
Number of salaries quoted 12,380 12,142 13,354
UK median annual salary £52,500 £50,000 £50,000
Median salary % change year-on-year +5.00% - +6.38%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £81,250 £78,750 £75,000
UK excluding London median annual salary £46,000 £45,000 £42,750
% change year-on-year +2.22% +5.26% +4.27%

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 21 January 2018.

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 21 January 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 -13 95 £70,000 +16.67% 27
London +7 58 £70,000 -1.75% 19
UK excluding London -29 38 £50,000 +6.38% 8
South East +15 17 £50,000 -16.67% 5
East of England +20 11 £80,000 - 2
Midlands +21 5 £42,500 -15.00%
West Midlands -2 5 £42,500 -15.00%
North of England +9 4 £35,000 -30.00% 1
North West -2 4 £35,000 -30.00%
Scotland -44 1 £57,500 -32.35%

For the 6 months to 21 January 2018, IT jobs citing Oozie also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for Oozie.

1 88 (91.67%) Hadoop
2 81 (84.38%) Apache Spark
3 79 (82.29%) Big Data
4 71 (73.96%) Apache Hive
5 59 (61.46%) Python
6 54 (56.25%) HBase
7 39 (40.63%) Apache Flume
8 38 (39.58%) Java
9 36 (37.50%) Agile Software Development
10 35 (36.46%) Relational Database
11 34 (35.42%) Scala
12 33 (34.38%) MapReduce
13 31 (32.29%) Git (software)
14 30 (31.25%) Kafka
15 29 (30.21%) ETL
16 28 (29.17%) Cloudera
17 26 (27.08%) Analytics
17 26 (27.08%) HDFS
17 26 (27.08%) Business Intelligence
17 26 (27.08%) Linux
17 26 (27.08%) Apache Airflow
18 25 (26.04%) Finance
18 25 (26.04%) Sqoop
19 24 (25.00%) Apache Pig
19 24 (25.00%) SQL
20 23 (23.96%) Hadoop YARN
21 22 (22.92%) NoSQL
22 21 (21.88%) SAP
22 21 (21.88%) Data Warehouse
22 21 (21.88%) Telecoms

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 81 (84.38%) Apache Spark
2 26 (27.08%) Apache Airflow
3 24 (25.00%) Apache Pig
4 19 (19.79%) SAS
5 7 (7.29%) Apache Solr
6 5 (5.21%) Apache
6 5 (5.21%) Elasticsearch
7 3 (3.13%) Jupyter
7 3 (3.13%) Oracle SOA Suite
7 3 (3.13%) WebLogic
Business Applications
1 3 (3.13%) Oracle 11i
1 3 (3.13%) Oracle Assets
1 3 (3.13%) Oracle EBS
1 3 (3.13%) Oracle EBS R12
1 3 (3.13%) Oracle General Ledger
1 3 (3.13%) Oracle iProcurement
1 3 (3.13%) Oracle Payables
1 3 (3.13%) Oracle Receivables
Cloud Services
1 14 (14.58%) Amazon AWS
2 9 (9.38%) Amazon EMR
3 8 (8.33%) GitHub
4 6 (6.25%) Microsoft Azure
5 4 (4.17%) Amazon Kinesis
5 4 (4.17%) Amazon S3
6 3 (3.13%) Azure Data Factory
7 1 (1.04%) AWS Lambda
7 1 (1.04%) Google Cloud Platform
7 1 (1.04%) Serverless
Communications & Networking
1 4 (4.17%) Kerberos
2 1 (1.04%) Firewall
2 1 (1.04%) TCP/IP
Database & Business Intelligence
1 88 (91.67%) Hadoop
2 79 (82.29%) Big Data
3 71 (73.96%) Apache Hive
4 54 (56.25%) HBase
5 35 (36.46%) Relational Database
6 25 (26.04%) Sqoop
7 22 (22.92%) NoSQL
8 21 (21.88%) Data Warehouse
9 18 (18.75%) Apache Cassandra
10 17 (17.71%) SQL Server
11 15 (15.63%) Impala
11 15 (15.63%) RDBMS
12 11 (11.46%) MongoDB
13 10 (10.42%) Power BI
14 9 (9.38%) MySQL
14 9 (9.38%) QlikView
15 7 (7.29%) Data Mining
15 7 (7.29%) Flink
16 6 (6.25%) SQL Server Integration Services
17 5 (5.21%) PostgreSQL
Development Applications
1 31 (32.29%) Git (software)
2 11 (11.46%) Jenkins
3 8 (8.33%) Maven
4 7 (7.29%) TeamCity
5 3 (3.13%) Ant
5 3 (3.13%) Team Foundation Server
6 2 (2.08%) Octopus Deploy
6 2 (2.08%) Subversion
6 2 (2.08%) Visual Studio Team System
7 1 (1.04%) Travis CI
General
1 25 (26.04%) Finance
2 21 (21.88%) Telecoms
3 16 (16.67%) Marketing
4 10 (10.42%) Electronics
4 10 (10.42%) Manufacturing
5 6 (6.25%) Games
6 5 (5.21%) Banking
7 3 (3.13%) Investment Banking
7 3 (3.13%) Law
7 3 (3.13%) Retail
Job Titles
1 31 (32.29%) Big Data Engineer
2 28 (29.17%) Developer
3 18 (18.75%) Data Engineer
4 11 (11.46%) Python Developer
4 11 (11.46%) QA Engineer
5 10 (10.42%) DevOps Engineer
6 8 (8.33%) Architect
6 8 (8.33%) Big Data Developer
6 8 (8.33%) Data Architect
7 7 (7.29%) Big Data Architect
8 6 (6.25%) Analyst
8 6 (6.25%) Automation Engineer
8 6 (6.25%) Big Data Software Engineer
8 6 (6.25%) Java Engineer
8 6 (6.25%) Software Engineer
9 5 (5.21%) Data Insight Analyst
9 5 (5.21%) Insight Data Analyst
9 5 (5.21%) Senior Data Engineer
9 5 (5.21%) Senior Java Software Engineer
9 5 (5.21%) Technical Architect
Libraries, Frameworks & Software Standards
1 30 (31.25%) Kafka
2 9 (9.38%) PySpark
3 7 (7.29%) XML
4 6 (6.25%) Apache Avro
4 6 (6.25%) CSS
4 6 (6.25%) HTML
4 6 (6.25%) Spark Streaming
4 6 (6.25%) YAML
5 4 (4.17%) SOAP
6 3 (3.13%) .NET
6 3 (3.13%) EJB
6 3 (3.13%) Java EE
6 3 (3.13%) JMS
6 3 (3.13%) Middleware
6 3 (3.13%) Oracle Fusion
6 3 (3.13%) UDDI
6 3 (3.13%) Web Services
6 3 (3.13%) WSDL
6 3 (3.13%) XSD
6 3 (3.13%) XSLT
Miscellaneous
1 11 (11.46%) Analytical Skills
1 11 (11.46%) Computer Science
2 6 (6.25%) Algorithms
3 5 (5.21%) BBC
4 3 (3.13%) Analytical Mindset
4 3 (3.13%) Hybrid Cloud
4 3 (3.13%) Private Cloud
4 3 (3.13%) Public Cloud
5 2 (2.08%) Taxonomies
6 1 (1.04%) Enterprise Software
6 1 (1.04%) Fintech
6 1 (1.04%) Greenfield Project
6 1 (1.04%) Linux Command Line
6 1 (1.04%) Replication
Operating Systems
1 26 (27.08%) Linux
2 2 (2.08%) Unix
3 1 (1.04%) Android
3 1 (1.04%) Apple iOS
Processes & Methodologies
1 36 (37.50%) Agile Software Development
2 33 (34.38%) MapReduce
3 29 (30.21%) ETL
4 26 (27.08%) Analytics
4 26 (27.08%) Business Intelligence
5 19 (19.79%) Data Visualisation
5 19 (19.79%) DevOps
5 19 (19.79%) Visualisation
6 18 (18.75%) Test Automation
7 15 (15.63%) Data Modelling
8 14 (14.58%) Open Source
8 14 (14.58%) User Acceptance Testing
9 12 (12.50%) OO
10 11 (11.46%) CRM
10 11 (11.46%) Data Architecture
10 11 (11.46%) Machine Learning
10 11 (11.46%) Performance Tuning
10 11 (11.46%) Programme Management
10 11 (11.46%) Software Engineering
11 10 (10.42%) Digital Marketing
Programming Languages
1 59 (61.46%) Python
2 38 (39.58%) Java
3 34 (35.42%) Scala
4 24 (25.00%) SQL
5 13 (13.54%) Shell Script
6 5 (5.21%) JavaScript
7 4 (4.17%) C#
7 4 (4.17%) R
7 4 (4.17%) T-SQL
8 3 (3.13%) PL/SQL
8 3 (3.13%) WebLogic Scripting Tool
8 3 (3.13%) XPath
9 1 (1.04%) Clojure
9 1 (1.04%) F#
9 1 (1.04%) Perl
Qualifications
1 11 (11.46%) Degree
2 10 (10.42%) Computer Science Degree
3 3 (3.13%) ISTQB
3 3 (3.13%) PRINCE2 Certification
4 1 (1.04%) PhD
Quality Assurance & Compliance
1 20 (20.83%) QA
2 6 (6.25%) Data Quality
3 1 (1.04%) GCP
3 1 (1.04%) SLA
System Software
1 39 (40.63%) Apache Flume
2 26 (27.08%) HDFS
3 12 (12.50%) Apache ZooKeeper
4 9 (9.38%) Docker
5 5 (5.21%) Virtual Machines
6 1 (1.04%) Active Directory
Systems Management
1 23 (23.96%) Hadoop YARN
2 8 (8.33%) Kubernetes
3 7 (7.29%) Ansible
4 6 (6.25%) Opscode Chef
4 6 (6.25%) Puppet
5 4 (4.17%) Nagios
6 1 (1.04%) Ambari
6 1 (1.04%) Docker Swarm
6 1 (1.04%) Mesos
Vendors
1 28 (29.17%) Cloudera
2 21 (21.88%) SAP
3 20 (20.83%) Hortonworks
4 12 (12.50%) Oracle
5 11 (11.46%) Tableau
6 5 (5.21%) Microsoft
7 3 (3.13%) Kofax
7 3 (3.13%) Perforce
8 2 (2.08%) MapR
9 1 (1.04%) GigaSpaces
9 1 (1.04%) Splunk
9 1 (1.04%) StreamBase
9 1 (1.04%) WorldPay