Period
to 19 November 2017

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 November 2017 with a comparison to the same period in the previous 2 years.

Apache Oozie
UK
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 1104 1061 1226
Rank change year-on-year -43 +165 +45
Permanent jobs citing Oozie 94 157 82
As % of all permanent IT jobs advertised in the UK 0.053% 0.083% 0.038%
As % of the Systems Management category 0.60% 0.96% 0.49%
Number of salaries quoted 75 97 45
UK median annual salary £58,500 £60,000 £75,000
Median salary % change year-on-year -2.50% -20.00% -9.09%
10th Percentile £40,000 £33,500 £45,000
90th Percentile £104,000 £85,000 £109,000
UK excluding London median annual salary £60,000 £50,000 £65,000
% change year-on-year +20.00% -23.08% -12.16%

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 15624 16384 16806
As % of all permanent IT jobs advertised in the UK 8.76% 8.68% 7.69%
Number of salaries quoted 12816 13235 13640
UK median annual salary £52,500 £50,000 £49,500
Median salary % change year-on-year +5.00% +1.01% +4.21%
10th Percentile £31,250 £31,250 £30,000
90th Percentile £81,250 £77,500 £75,000
UK excluding London median annual salary £45,000 £45,000 £42,500
% change year-on-year - +5.88% +4.94%

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 November 2017.

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 19 November 2017. 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 -9 93 £58,500 -2.50% 5
London +6 61 £58,500 -19.31% 2
UK excluding London -24 33 £60,000 +20.00% 3
South East +42 17 £82,500 +37.50% 1
East of England +20 7 £80,000 - 2
Midlands +26 5 £42,500 -15.00%
West Midlands +8 5 £42,500 -15.00%
South West +5 2 £60,000 +46.34%
North West -3 1 £35,000 -30.00%
North of England -3 1 £35,000 -33.33%
Scotland -19 1 £57,500 -

For the 6 months to 19 November 2017, 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 90 (95.74%) Hadoop
2 82 (87.23%) Big Data
2 82 (87.23%) Apache Spark
3 74 (78.72%) Apache Hive
4 61 (64.89%) Python
5 50 (53.19%) Agile Software Development
6 41 (43.62%) Java
6 41 (43.62%) Finance
6 41 (43.62%) HBase
7 39 (41.49%) ETL
8 37 (39.36%) MapReduce
9 36 (38.30%) Relational Database
10 34 (36.17%) Analytics
10 34 (36.17%) Apache Flume
10 34 (36.17%) Business Intelligence
11 33 (35.11%) Kafka
12 32 (34.04%) Data Warehouse
13 29 (30.85%) HDFS
13 29 (30.85%) Apache Airflow
14 28 (29.79%) Git (software)
15 26 (27.66%) Apache Pig
16 25 (26.60%) Scala
17 24 (25.53%) Cloudera
18 23 (24.47%) Impala
18 23 (24.47%) Linux
19 22 (23.40%) Sqoop
19 22 (23.40%) NoSQL
20 20 (21.28%) SQL
20 20 (21.28%) Marketing
21 19 (20.21%) SAP

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 82 (87.23%) Apache Spark
2 29 (30.85%) Apache Airflow
3 26 (27.66%) Apache Pig
4 16 (17.02%) SAS
5 5 (5.32%) Apache Solr
6 3 (3.19%) Elasticsearch
7 2 (2.13%) Apache
Cloud Services
1 8 (8.51%) Amazon AWS
2 5 (5.32%) Amazon EMR
3 3 (3.19%) Google Cloud Platform
4 1 (1.06%) AWS Lambda
4 1 (1.06%) GitHub
4 1 (1.06%) Serverless
Communications & Networking
1 4 (4.26%) Kerberos
2 1 (1.06%) Firewall
2 1 (1.06%) LDAP
2 1 (1.06%) SSL
2 1 (1.06%) TCP/IP
Database & Business Intelligence
1 90 (95.74%) Hadoop
2 82 (87.23%) Big Data
3 74 (78.72%) Apache Hive
4 41 (43.62%) HBase
5 36 (38.30%) Relational Database
6 32 (34.04%) Data Warehouse
7 23 (24.47%) Impala
8 22 (23.40%) NoSQL
8 22 (23.40%) Sqoop
9 15 (15.96%) RDBMS
10 11 (11.70%) SQL Server
11 9 (9.57%) MySQL
12 8 (8.51%) Cloudera CDH
12 8 (8.51%) SAS Data Integration Studio
13 6 (6.38%) Pentaho
13 6 (6.38%) PowerCenter
13 6 (6.38%) SQL Server Integration Services
14 5 (5.32%) Apache Cassandra
14 5 (5.32%) SQL Server Analysis Services
15 4 (4.26%) Power BI
Development Applications
1 28 (29.79%) Git (software)
2 7 (7.45%) Jenkins
3 6 (6.38%) Talend Open Studio
4 5 (5.32%) Maven
4 5 (5.32%) TeamCity
5 1 (1.06%) Subversion
General
1 41 (43.62%) Finance
2 20 (21.28%) Marketing
3 19 (20.21%) Telecoms
4 16 (17.02%) Electronics
5 15 (15.96%) Manufacturing
6 12 (12.77%) Games
7 10 (10.64%) Banking
8 5 (5.32%) Retail
8 5 (5.32%) Spanish Language
Job Titles
1 33 (35.11%) Developer
2 17 (18.09%) Big Data Engineer
3 16 (17.02%) Hadoop Engineer
3 16 (17.02%) Python Developer
4 12 (12.77%) Data Engineer
5 11 (11.70%) Big Data Developer
6 6 (6.38%) Analyst
6 6 (6.38%) Automation Engineer
6 6 (6.38%) Data Manager
6 6 (6.38%) Data Warehouse Developer
6 6 (6.38%) DevOps Engineer
7 5 (5.32%) Big Data Manager
7 5 (5.32%) Customer Analyst
7 5 (5.32%) Customer Insight Analyst
7 5 (5.32%) Data Analyst
7 5 (5.32%) Data Insight Analyst
7 5 (5.32%) Insight Analyst
7 5 (5.32%) Insight Data Analyst
8 4 (4.26%) Business Intelligence Developer
8 4 (4.26%) QA Engineer
Libraries, Frameworks & Software Standards
1 33 (35.11%) Kafka
2 14 (14.89%) PySpark
3 6 (6.38%) CSS
3 6 (6.38%) HTML
4 4 (4.26%) XML
5 2 (2.13%) Apache Avro
5 2 (2.13%) Spark Streaming
6 1 (1.06%) Akka
6 1 (1.06%) AngularJS
6 1 (1.06%) Apache Tez
6 1 (1.06%) DOM
6 1 (1.06%) Ember.js
6 1 (1.06%) HTML5
6 1 (1.06%) Natural Language Processing
6 1 (1.06%) Node.js
6 1 (1.06%) React
6 1 (1.06%) REST
6 1 (1.06%) SOAP
6 1 (1.06%) Swagger
6 1 (1.06%) YAML
Miscellaneous
1 15 (15.96%) Analytical Skills
2 8 (8.51%) Computer Science
3 5 (5.32%) Algorithms
3 5 (5.32%) BBC
4 2 (2.13%) Virtual Team
5 1 (1.06%) Data Structures
5 1 (1.06%) Enterprise Software
5 1 (1.06%) Fintech
5 1 (1.06%) Greenfield Project
5 1 (1.06%) Replication
5 1 (1.06%) Taxonomies
Operating Systems
1 23 (24.47%) Linux
2 3 (3.19%) Unix
3 1 (1.06%) Android
3 1 (1.06%) Apple iOS
Processes & Methodologies
1 50 (53.19%) Agile Software Development
2 39 (41.49%) ETL
3 37 (39.36%) MapReduce
4 34 (36.17%) Analytics
4 34 (36.17%) Business Intelligence
5 18 (19.15%) Data Management
6 17 (18.09%) OO
7 16 (17.02%) Open Source
7 16 (17.02%) Programme Management
8 15 (15.96%) Digital Marketing
9 14 (14.89%) Data Modelling
9 14 (14.89%) Information Management
10 13 (13.83%) Business Analytics
10 13 (13.83%) Requirements Analysis
10 13 (13.83%) Technical Architecture
10 13 (13.83%) Use Case
10 13 (13.83%) Waterfall
11 12 (12.77%) Data Visualisation
11 12 (12.77%) User Acceptance Testing
11 12 (12.77%) Visualisation
Programming Languages
1 61 (64.89%) Python
2 41 (43.62%) Java
3 25 (26.60%) Scala
4 20 (21.28%) SQL
5 13 (13.83%) Shell Script
6 5 (5.32%) JavaScript
7 2 (2.13%) R
8 1 (1.06%) C#
8 1 (1.06%) Clojure
8 1 (1.06%) T-SQL
Qualifications
1 13 (13.83%) Degree
2 6 (6.38%) Computer Science Degree
3 1 (1.06%) PhD
Quality Assurance & Compliance
1 9 (9.57%) QA
2 7 (7.45%) Data Quality
3 3 (3.19%) GCP
4 1 (1.06%) SLA
System Software
1 34 (36.17%) Apache Flume
2 29 (30.85%) HDFS
3 9 (9.57%) Apache ZooKeeper
4 2 (2.13%) Docker
5 1 (1.06%) Cronacle
5 1 (1.06%) Virtual Machines
Systems Management
1 9 (9.57%) Hadoop YARN
2 6 (6.38%) Opscode Chef
2 6 (6.38%) Puppet
3 4 (4.26%) Nagios
4 2 (2.13%) Ansible
5 1 (1.06%) Ambari
5 1 (1.06%) Control-M
5 1 (1.06%) Kubernetes
Vendors
1 24 (25.53%) Cloudera
2 19 (20.21%) SAP
3 18 (19.15%) Hortonworks
4 6 (6.38%) Ab Initio
4 6 (6.38%) MicroStrategy
4 6 (6.38%) Talend
5 5 (5.32%) Tableau
6 4 (4.26%) Microsoft
6 4 (4.26%) Oracle
7 1 (1.06%) GigaSpaces
7 1 (1.06%) Informatica
7 1 (1.06%) MapR
7 1 (1.06%) Splunk
7 1 (1.06%) StreamBase