Period
to 23 August 2019

The following table provides summary statistics for contract job vacancies with a requirement for Oozie skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Oozie over the 6 months to 23 August 2019 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Apache Oozie
UK
6 months to
23 Aug 2019
Same period 2018 Same period 2017
Rank 719 686 699
Rank change year-on-year -33 +13 +158
Contract jobs citing Oozie 104 210 153
As % of all contract IT jobs advertised in the UK 0.12% 0.21% 0.16%
As % of the Systems Management category 0.77% 1.50% 1.39%
Number of daily rates quoted 76 172 120
UK median daily rate £550 £550 £515
Median daily rate % change year-on-year - +6.80% +3.00%
10th Percentile £488 £450 £376
90th Percentile £613 £673 £638
UK excluding London median daily rate £525 £525 £425
% change year-on-year - +23.53% +3.66%
Number of hourly rates quoted 0 0 0
UK median hourly rate - - -
UK excluding London median hourly rate - - -

Oozie is in the Systems Management category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for systems management skills.

All Systems Management Skills
UK
Contract vacancies with a requirement for systems management skills 13,421 13,973 11,031
As % of all contract IT jobs advertised in the UK 14.85% 13.68% 11.48%
Number of daily rates quoted 8,987 9,348 7,290
UK median daily rate £500 £475 £463
Median daily rate % change year-on-year +5.26% +2.70% +8.82%
10th Percentile £281 £278 £263
90th Percentile £673 £638 £613
UK excluding London median daily rate £450 £425 £415
% change year-on-year +5.88% +2.41% +6.07%
Number of hourly rates quoted 324 391 253
UK median hourly rate £21.00 £19.00 £17.50
Median hourly rate % change year-on-year +10.53% +8.57% -22.22%
10th Percentile £12.10 £12.00 £10.75
90th Percentile £50.53 £47.00 £47.00
UK excluding London median hourly rate £18.75 £17.50 £16.00
% change year-on-year +7.14% +9.38% -39.05%

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
Contractor Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Oozie.

Contractor daily rate trend for Oozie in the UK

Oozie
Contractor Daily Rate Histogram

The daily rate distribution of IT jobs citing Oozie over the 6 months to 23 August 2019.

Contractor daily rate histogram for Oozie in the UK

Oozie
Top 13 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Oozie within the UK over the 6 months to 23 August 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England -42 96 £550 - 13
London -51 53 £550 - 8
UK excluding London +34 50 £525 - 6
South East +51 17 £514 +58.08% 3
North of England +38 13 £525 +10.53%
Midlands +41 10 £525 -
East Midlands +34 10 £525 -
Scotland +37 7 £550 -8.33% 1
Yorkshire +21 6 £525 +14.75%
North West +14 5 £538 +2.38%
East of England +15 2 £620 +37.78% 1
North East - 2 £538 -
Northern Ireland - 1 - -

For the 6 months to 23 August 2019, IT contractor 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 contract job ads with a requirement for Oozie.

1 96 (92.31%) Apache Spark
2 92 (88.46%) Hadoop
3 90 (86.54%) Apache Hive
4 83 (79.81%) Big Data
5 62 (59.62%) Kafka
6 61 (58.65%) SQL
7 46 (44.23%) Data Science
8 45 (43.27%) Analytics
9 43 (41.35%) Finance
10 38 (36.54%) Data Warehouse
11 37 (35.58%) Data Modelling
11 37 (35.58%) Linux
12 35 (33.65%) HBase
13 32 (30.77%) Data Quality
13 32 (30.77%) Machine Learning
14 30 (28.85%) OLAP Cube
14 30 (28.85%) Impala
14 30 (28.85%) Enterprise Data Warehouse
14 30 (28.85%) SQL Optimisation
14 30 (28.85%) OLAP
14 30 (28.85%) Star Schema
15 26 (25.00%) HDFS
16 24 (23.08%) Python
16 24 (23.08%) AWS
17 23 (22.12%) Scala
18 20 (19.23%) Unix
18 20 (19.23%) Cloudera
19 19 (18.27%) Jenkins
19 19 (18.27%) Java
20 18 (17.31%) Git (software)

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 96 (92.31%) Apache Spark
2 15 (14.42%) Apache Pig
3 6 (5.77%) Apache
3 6 (5.77%) Apache Airflow
4 4 (3.85%) Elasticsearch
5 3 (2.88%) Jupyter
5 3 (2.88%) SAS
Cloud Services
1 24 (23.08%) AWS
2 9 (8.65%) GCP
3 8 (7.69%) Azure
4 7 (6.73%) Amazon S3
5 6 (5.77%) Amazon ECS
5 6 (5.77%) GitHub
6 5 (4.81%) Amazon Glacier
7 4 (3.85%) Amazon EMR
8 3 (2.88%) Amazon Kinesis
9 2 (1.92%) IaaS
9 2 (1.92%) PaaS
10 1 (0.96%) Amazon EC2
10 1 (0.96%) AWS Elastic Beanstalk
10 1 (0.96%) AWS Lambda
10 1 (0.96%) Serverless
Communications & Networking
1 3 (2.88%) SAN
2 2 (1.92%) 2.5G
2 2 (1.92%) 2G
2 2 (1.92%) 3G
2 2 (1.92%) 4G
2 2 (1.92%) 5G
Database & Business Intelligence
1 92 (88.46%) Hadoop
2 90 (86.54%) Apache Hive
3 83 (79.81%) Big Data
4 38 (36.54%) Data Warehouse
5 35 (33.65%) HBase
6 30 (28.85%) Enterprise Data Warehouse
6 30 (28.85%) Impala
6 30 (28.85%) OLAP
6 30 (28.85%) OLAP Cube
6 30 (28.85%) Star Schema
7 15 (14.42%) Sqoop
8 14 (13.46%) NoSQL
9 13 (12.50%) Apache Cassandra
10 11 (10.58%) Data Lake
11 9 (8.65%) PostgreSQL
11 9 (8.65%) SQL Server
12 8 (7.69%) Cloudera CDH
12 8 (7.69%) MongoDB
12 8 (7.69%) Parquet
12 8 (7.69%) Relational Database
Development Applications
1 19 (18.27%) Jenkins
2 18 (17.31%) Git (software)
3 11 (10.58%) Gradle
4 9 (8.65%) Atlassian Bamboo
4 9 (8.65%) GitLab
5 5 (4.81%) Maven
6 4 (3.85%) Eclipse
6 4 (3.85%) Subversion
7 2 (1.92%) Artifactory
7 2 (1.92%) IntelliJ
7 2 (1.92%) TeamCity
8 1 (0.96%) JIRA
General
1 43 (41.35%) Finance
2 6 (5.77%) Banking
3 5 (4.81%) Legal
4 3 (2.88%) Marketing
4 3 (2.88%) Retail Banking
5 2 (1.92%) Retail
5 2 (1.92%) Telecoms
6 1 (0.96%) Aerospace
6 1 (0.96%) Investment Banking
6 1 (0.96%) Manufacturing
6 1 (0.96%) Public Sector
Job Titles
1 49 (47.12%) Data Engineer
2 38 (36.54%) Hadoop Engineer
3 19 (18.27%) Architect
4 11 (10.58%) Developer
5 9 (8.65%) Big Data Developer
5 9 (8.65%) Data Architect
6 8 (7.69%) Cloud Architect
7 7 (6.73%) Big Data Engineer
7 7 (6.73%) Hadoop Architect
8 6 (5.77%) DevOps Engineer
9 5 (4.81%) Administrator
9 5 (4.81%) Apache Spark Developer
9 5 (4.81%) Java Engineer
9 5 (4.81%) Scala Developer
9 5 (4.81%) Solutions Architect
10 4 (3.85%) Cloud Engineer
10 4 (3.85%) Java Scala Software Engineer
10 4 (3.85%) Linux Engineer
10 4 (3.85%) Scala Software Engineer
10 4 (3.85%) Software Engineer
Libraries, Frameworks & Software Standards
1 62 (59.62%) Kafka
2 15 (14.42%) Apache NiFi
3 4 (3.85%) Apache Tez
4 3 (2.88%) Apache Avro
4 3 (2.88%) PySpark
5 2 (1.92%) Apache Drill
5 2 (1.92%) Pandas
6 1 (0.96%) .NET
6 1 (0.96%) LAMP
6 1 (0.96%) LAPP Stack
6 1 (0.96%) Play Framework
6 1 (0.96%) SAML
6 1 (0.96%) Web Services
Miscellaneous
1 9 (8.65%) Self-Motivation
2 7 (6.73%) Cloud Native
3 5 (4.81%) Greenfield Project
4 4 (3.85%) Analytical Skills
5 3 (2.88%) Algorithms
6 2 (1.92%) Enterprise Software
7 1 (0.96%) Linked Data
7 1 (0.96%) Public Cloud
Operating Systems
1 37 (35.58%) Linux
2 20 (19.23%) Unix
3 4 (3.85%) CentOS
3 4 (3.85%) Red Hat Enterprise Linux
3 4 (3.85%) Windows
4 3 (2.88%) Windows Server
Processes & Methodologies
1 46 (44.23%) Data Science
2 45 (43.27%) Analytics
3 37 (35.58%) Data Modelling
4 32 (30.77%) Machine Learning
5 30 (28.85%) SQL Optimisation
6 18 (17.31%) Continuous Integration
7 16 (15.38%) ETL
8 15 (14.42%) Deployment Automation
8 15 (14.42%) DevOps
9 13 (12.50%) Agile Software Development
9 13 (12.50%) Functional Programming
9 13 (12.50%) Software Engineering
10 11 (10.58%) Data Engineering
10 11 (10.58%) MapReduce
10 11 (10.58%) TDD
11 10 (9.62%) Computer Science
12 9 (8.65%) Data Analytics
12 9 (8.65%) Test Automation
12 9 (8.65%) Unit Testing
13 7 (6.73%) Data Ingestion
Programming Languages
1 61 (58.65%) SQL
2 24 (23.08%) Python
3 23 (22.12%) Scala
4 19 (18.27%) Java
5 6 (5.77%) Ruby
6 5 (4.81%) Shell Script
7 4 (3.85%) Go
7 4 (3.85%) Kotlin
8 2 (1.92%) Bash Shell
8 2 (1.92%) PL/SQL
9 1 (0.96%) C#
9 1 (0.96%) R
Qualifications
1 12 (11.54%) Degree
2 3 (2.88%) SC Cleared
2 3 (2.88%) Security Cleared
3 1 (0.96%) Computer Science Degree
3 1 (0.96%) PhD
3 1 (0.96%) TOGAF Certification
Quality Assurance & Compliance
1 32 (30.77%) Data Quality
2 2 (1.92%) GDPR
3 1 (0.96%) PCI DSS
System Software
1 26 (25.00%) HDFS
2 12 (11.54%) Docker
3 11 (10.58%) Apache ZooKeeper
4 7 (6.73%) Apache Flume
5 3 (2.88%) Virtual Desktop
5 3 (2.88%) Virtual Servers
Systems Management
1 17 (16.35%) Puppet
2 12 (11.54%) Hadoop YARN
2 12 (11.54%) Kubernetes
3 7 (6.73%) Opscode Chef
4 6 (5.77%) Ansible
4 6 (5.77%) Terraform
5 3 (2.88%) Control-M
6 1 (0.96%) Ambari
6 1 (0.96%) Single Sign-On
Vendors
1 20 (19.23%) Cloudera
2 8 (7.69%) Oracle
3 5 (4.81%) StreamSets
4 4 (3.85%) Google
4 4 (3.85%) Sybase
5 3 (2.88%) Hortonworks
5 3 (2.88%) MapR
5 3 (2.88%) Teradata
6 2 (1.92%) Ab Initio
6 2 (1.92%) Informatica
6 2 (1.92%) Tableau
7 1 (0.96%) MicroStrategy
7 1 (0.96%) Red Hat
7 1 (0.96%) SAP