Period
to 17 December 2018

The following table provides summary statistics for permanent job vacancies advertised in London 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 December 2018 with a comparison to the same period in the previous 2 years.

Apache Oozie
England > London
6 months to
17 Dec 2018
Same period 2017 Same period 2016
Rank 628 774 791
Rank change year-on-year +146 +17 +85
Permanent jobs citing Oozie 169 70 58
As % of all permanent IT jobs advertised in London 0.25% 0.095% 0.079%
As % of the Systems Management category 1.96% 0.92% 0.76%
Number of salaries quoted 114 62 36
London median annual salary £80,000 £70,000 £72,500
Median salary % change year-on-year +14.29% -3.45% -3.33%
10th Percentile £62,875 £45,000 £61,250
90th Percentile £98,000 £99,750 £96,250
England median annual salary £80,000 £62,500 £60,000
% change year-on-year +28.00% +4.17% -7.69%

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 London with a requirement for systems management skills.

All Systems Management Skills
London
Permanent vacancies with a requirement for systems management skills 8,640 7,634 7,636
As % of all permanent IT jobs advertised in London 13.00% 10.39% 10.38%
Number of salaries quoted 6,951 6,372 6,516
London median annual salary £67,500 £62,500 £60,000
Median salary % change year-on-year +8.00% +4.17% +9.09%
10th Percentile £37,500 £37,500 £36,250
90th Percentile £95,000 £90,000 £85,000
England median annual salary £56,500 £55,000 £52,000
% change year-on-year +2.73% +5.77% +4.00%

Oozie
Job Vacancy Trend in London

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

Job vacancy trend for Oozie in London

Oozie
Salary Trend in London

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

Salary trend for Oozie in London

Oozie
Salary Histogram in London

The salary distribution of IT jobs citing Oozie in London over the 6 months to 17 December 2018.

Salary histogram for Oozie in London

Oozie
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Oozie within the London region over the 6 months to 17 December 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
Central London +26 27 £85,000 -15.00% 2
West London +14 2 £80,000 +33.33% 1
East London - 1 £65,000 -
Oozie
England

For the 6 months to 17 December 2018, 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 London region with a requirement for Oozie.

1 164 (97.04%) Apache Hive
2 157 (92.90%) Big Data
3 155 (91.72%) Apache Spark
4 141 (83.43%) Hadoop
5 134 (79.29%) Python
6 118 (69.82%) Kafka
7 115 (68.05%) Scala
8 112 (66.27%) Java
9 110 (65.09%) Amazon AWS
10 107 (63.31%) HBase
11 104 (61.54%) Agile Software Development
12 95 (56.21%) Cloudera
13 92 (54.44%) Apache Pig
14 89 (52.66%) NoSQL
15 86 (50.89%) Impala
16 85 (50.30%) Apache Cassandra
17 80 (47.34%) Amazon Redshift
18 79 (46.75%) SQL
18 79 (46.75%) Data Science
19 77 (45.56%) Hortonworks
20 74 (43.79%) Apache Flume
21 69 (40.83%) Scrum
22 66 (39.05%) MapR
22 66 (39.05%) Hadoop YARN
23 65 (38.46%) Elasticsearch
24 63 (37.28%) Analytics
25 60 (35.50%) MapReduce
25 60 (35.50%) Flink
26 59 (34.91%) Couchbase
26 59 (34.91%) CouchDB

Oozie
Co-occurring IT Skills in London 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
1 155 (91.72%) Apache Spark
2 92 (54.44%) Apache Pig
3 65 (38.46%) Elasticsearch
4 35 (20.71%) Apache Solr
5 11 (6.51%) Apache
6 3 (1.78%) Tomcat
6 3 (1.78%) WildFly
7 2 (1.18%) SAS
8 1 (0.59%) Apache Airflow
8 1 (0.59%) Luigi
Applications
1 3 (1.78%) Chatbot
2 2 (1.18%) SPSS
Cloud Services
1 110 (65.09%) Amazon AWS
2 23 (13.61%) Microsoft Azure
3 18 (10.65%) Google Cloud Platform
4 15 (8.88%) Amazon EC2
4 15 (8.88%) AWS Lambda
4 15 (8.88%) Serverless
5 10 (5.92%) Amazon S3
6 9 (5.33%) Amazon EMR
7 5 (2.96%) GitHub
8 4 (2.37%) Amazon Kinesis
8 4 (2.37%) Cloud Computing
9 3 (1.78%) Amazon ElastiCache
9 3 (1.78%) Amazon ELB
9 3 (1.78%) Google Analytics
10 1 (0.59%) Amazon CloudWatch
10 1 (0.59%) AWS CloudFormation
10 1 (0.59%) AWS CloudTrail
10 1 (0.59%) SaaS
Communications & Networking
1 10 (5.92%) Kerberos
2 7 (4.14%) Internet
3 4 (2.37%) Firewall
3 4 (2.37%) SSL
4 3 (1.78%) TCP/IP
4 3 (1.78%) VPN
5 2 (1.18%) VLAN
Database & Business Intelligence
1 164 (97.04%) Apache Hive
2 157 (92.90%) Big Data
3 141 (83.43%) Hadoop
4 107 (63.31%) HBase
5 89 (52.66%) NoSQL
6 86 (50.89%) Impala
7 85 (50.30%) Apache Cassandra
8 80 (47.34%) Amazon Redshift
9 60 (35.50%) Flink
10 59 (34.91%) Couchbase
10 59 (34.91%) CouchDB
11 28 (16.57%) Sqoop
12 24 (14.20%) Spark SQL
13 23 (13.61%) QlikView
14 21 (12.43%) MongoDB
15 16 (9.47%) Data Mining
15 16 (9.47%) MySQL
15 16 (9.47%) Neo4j
16 15 (8.88%) Data Lake
17 14 (8.28%) PostgreSQL
Development Applications
1 7 (4.14%) GitLab
2 6 (3.55%) ERwin
3 5 (2.96%) Travis CI
4 4 (2.37%) Git (software)
5 2 (1.18%) Hudson
5 2 (1.18%) Jenkins
General
1 24 (14.20%) Banking
2 20 (11.83%) Games
3 19 (11.24%) Telecoms
4 16 (9.47%) Investment Banking
5 12 (7.10%) Finance
6 11 (6.51%) Law
6 11 (6.51%) Military
7 5 (2.96%) Marketing
7 5 (2.96%) Retail
Job Titles
1 93 (55.03%) Data Engineer
2 85 (50.30%) Big Data Engineer
3 26 (15.38%) Senior Data Engineer
4 19 (11.24%) Data Scientist
4 19 (11.24%) Developer
4 19 (11.24%) Hadoop Developer
5 18 (10.65%) Games Engineer
6 17 (10.06%) Big Data Developer
7 15 (8.88%) Apache Spark Developer
8 11 (6.51%) Hadoop Engineer
9 9 (5.33%) Python Engineer
10 6 (3.55%) Tester
11 5 (2.96%) Architect
11 5 (2.96%) AWS Engineer
11 5 (2.96%) Senior Hadoop Engineer
12 4 (2.37%) Data Architect
12 4 (2.37%) Telecoms Developer
13 3 (1.78%) Linux Engineer
13 3 (1.78%) Senior Linux Engineer
13 3 (1.78%) Systems Engineer
Libraries, Frameworks & Software Standards
1 118 (69.82%) Kafka
2 18 (10.65%) .NET
3 16 (9.47%) Spark Streaming
4 9 (5.33%) PySpark
5 7 (4.14%) LDAP
6 4 (2.37%) Akka
6 4 (2.37%) Pandas
7 3 (1.78%) JSON
7 3 (1.78%) LAMP
7 3 (1.78%) Middleware
7 3 (1.78%) NumPy
7 3 (1.78%) scikit-learn
7 3 (1.78%) SciPy
7 3 (1.78%) SPNEGO
8 2 (1.18%) Seaborn
9 1 (0.59%) Apache Avro
9 1 (0.59%) Natural Language Processing
9 1 (0.59%) Node.js
9 1 (0.59%) Web Services
Miscellaneous
1 19 (11.24%) Fintech
2 7 (4.14%) Algorithms
2 7 (4.14%) Analytical Skills
3 6 (3.55%) Enterprise Software
4 4 (2.37%) Data Structures
5 3 (1.78%) Linux Command Line
6 2 (1.18%) FMCG
6 2 (1.18%) Virtual Team
7 1 (0.59%) Blog
7 1 (0.59%) Linked Data
Operating Systems
1 28 (16.57%) Unix
2 25 (14.79%) Linux
3 7 (4.14%) CentOS
4 4 (2.37%) Red Hat Enterprise Linux
5 3 (1.78%) Ubuntu
Processes & Methodologies
1 104 (61.54%) Agile Software Development
2 79 (46.75%) Data Science
3 69 (40.83%) Scrum
4 63 (37.28%) Analytics
5 60 (35.50%) MapReduce
6 59 (34.91%) Kanban
7 48 (28.40%) Machine Learning
8 36 (21.30%) ETL
9 34 (20.12%) Software Engineering
10 33 (19.53%) Artificial Intelligence
10 33 (19.53%) DevOps
11 30 (17.75%) Data Engineering
12 22 (13.02%) Open Source
13 21 (12.43%) Data Modelling
13 21 (12.43%) Mentoring
13 21 (12.43%) Visualisation
14 19 (11.24%) Data Analysis
14 19 (11.24%) Data Transformation
15 18 (10.65%) Data Visualisation
15 18 (10.65%) Validation
Programming Languages
1 134 (79.29%) Python
2 115 (68.05%) Scala
3 112 (66.27%) Java
4 79 (46.75%) SQL
5 27 (15.98%) R
6 19 (11.24%) C#
7 16 (9.47%) C++
8 6 (3.55%) Bash Shell
9 5 (2.96%) PL/SQL
10 3 (1.78%) Perl
10 3 (1.78%) Shell Script
11 2 (1.18%) MATLAB
11 2 (1.18%) T-SQL
12 1 (0.59%) PHP
Qualifications
1 4 (2.37%) PhD
2 2 (1.18%) ISEB
2 2 (1.18%) ISTQB
3 1 (0.59%) AWS Certification
3 1 (0.59%) Degree
Quality Assurance & Compliance
1 16 (9.47%) Data Quality
2 3 (1.78%) QA
3 2 (1.18%) GDPR
3 2 (1.18%) PCI DSS
System Software
1 74 (43.79%) Apache Flume
2 47 (27.81%) HDFS
3 19 (11.24%) Apache ZooKeeper
4 11 (6.51%) Docker
5 4 (2.37%) Active Directory
Systems Management
1 66 (39.05%) Hadoop YARN
2 7 (4.14%) Kubernetes
3 6 (3.55%) Ambari
3 6 (3.55%) Prometheus
4 4 (2.37%) Puppet
5 3 (1.78%) Xymon
5 3 (1.78%) ZABBIX
6 2 (1.18%) Ansible
7 1 (0.59%) Grafana
7 1 (0.59%) Opscode Chef
7 1 (0.59%) Terraform
Vendors
1 95 (56.21%) Cloudera
2 77 (45.56%) Hortonworks
3 66 (39.05%) MapR
4 59 (34.91%) Databricks
5 25 (14.79%) Tableau
6 15 (8.88%) Google
6 15 (8.88%) Talend
7 14 (8.28%) Oracle
8 9 (5.33%) Salesforce.com
8 9 (5.33%) WorldPay
9 6 (3.55%) Cognizant
9 6 (3.55%) Informatica
9 6 (3.55%) Microsoft
10 3 (1.78%) Red Hat
10 3 (1.78%) Splunk
11 2 (1.18%) Cognos
11 2 (1.18%) MicroStrategy
11 2 (1.18%) RapidMiner
11 2 (1.18%) SAP
11 2 (1.18%) Vertica