Period
to 24 February 2018

The table below provides summary statistics for permanent job vacancies advertised in England with a requirement for knowledge and experience of Hortonworks products and/or services. Included is a benchmarking guide to the salaries offered in vacancies that have cited Hortonworks over the 6 months to 24 February 2018 with a comparison to the same period in the previous 2 years.

The figures below represent the IT labour market in general and are not representative of salaries within Hortonworks.

Hortonworks
UK > England
6 months to
24 Feb 2018
Same period 2017 Same period 2016
Rank 946 1042 1097
Rank change year-on-year +96 +55 +128
Permanent jobs citing Hortonworks 215 122 174
As % of all permanent IT jobs advertised in England 0.13% 0.074% 0.088%
As % of the Vendors category 0.29% 0.17% 0.19%
Number of salaries quoted 149 94 87
England median annual salary £75,000 £75,000 £62,500
Median salary % change year-on-year - +20.00% -11.66%
10th Percentile £47,700 £55,750 £43,100
90th Percentile £102,500 £93,750 £94,250
UK median annual salary £75,000 £75,000 £60,000
% change year-on-year - +25.00% -15.19%

Hortonworks is in the Vendor Products and Services category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for knowledge or experience of vendor products and services advertised in England.

All Vendors
England
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 73,026 72,429 90,431
As % of all permanent IT jobs advertised in England 44.54% 43.70% 45.55%
Number of salaries quoted 58,568 58,615 74,681
England median annual salary £47,500 £47,500 £45,000
Median salary % change year-on-year - +5.56% -
10th Percentile £26,250 £26,250 £26,250
90th Percentile £76,250 £75,000 £73,750
UK median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Hortonworks
Job Vacancy Trend in England

Job postings citing Hortonworks as a percentage of all IT jobs advertised in England.

Job vacancy trend for Hortonworks in England

Hortonworks
Salary Trend in England

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

Salary trend for Hortonworks in England

Hortonworks
Salary Histogram in England

The salary distribution of IT jobs citing Hortonworks in England over the 6 months to 24 February 2018.

Salary histogram for Hortonworks in England

Hortonworks
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hortonworks within the England region over the 6 months to 24 February 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
London +61 149 £77,500 +3.33% 12
North West +29 29 £57,500 -14.81% 1
North of England +23 29 £57,500 -14.81% 1
South East +5 18 £68,750 -14.06% 5
East of England - 11 £75,000 - 1
South West -1 8 £95,000 +40.74% 1
Hortonworks
UK

For the 6 months to 24 February 2018, IT jobs citing Hortonworks 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 England region with a requirement for Hortonworks.

1 199 (92.56%) Hadoop
2 183 (85.12%) Big Data
3 128 (59.53%) Cloudera
4 125 (58.14%) Apache Spark
5 117 (54.42%) Kafka
6 115 (53.49%) Java
7 106 (49.30%) Python
8 99 (46.05%) Linux
8 99 (46.05%) Apache Hive
9 94 (43.72%) Agile Software Development
10 90 (41.86%) HBase
11 84 (39.07%) Analytics
12 82 (38.14%) Scala
13 80 (37.21%) Amazon AWS
14 74 (34.42%) Apache Cassandra
15 69 (32.09%) DevOps
15 69 (32.09%) ETL
16 67 (31.16%) SQL
17 63 (29.30%) NoSQL
17 63 (29.30%) Continuous Integration
17 63 (29.30%) MapR
18 61 (28.37%) Jenkins
19 60 (27.91%) MapReduce
20 58 (26.98%) Machine Learning
21 54 (25.12%) Apache
22 53 (24.65%) Data Warehouse
23 51 (23.72%) Docker
24 50 (23.26%) HDFS
24 50 (23.26%) Apache Flume
24 50 (23.26%) Data Science

Hortonworks
Co-occurring IT Skills in England 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
1 125 (58.14%) Apache Spark
2 54 (25.12%) Apache
3 33 (15.35%) SAS
4 26 (12.09%) Apache Pig
5 24 (11.16%) Apache Solr
6 18 (8.37%) Elasticsearch
7 13 (6.05%) Apache Airflow
8 10 (4.65%) Confluence
9 7 (3.26%) Tomcat
10 4 (1.86%) nginx
11 2 (0.93%) JBoss
12 1 (0.47%) Ethereum
12 1 (0.47%) GemFire
12 1 (0.47%) Hyperledger
Applications
1 2 (0.93%) Microsoft Office
2 1 (0.47%) SPSS
Business Applications
1 1 (0.47%) Distributed Ledger
1 1 (0.47%) WebTrends
Cloud Services
1 80 (37.21%) Amazon AWS
2 38 (17.67%) Microsoft Azure
3 30 (13.95%) GitHub
4 15 (6.98%) Amazon CloudWatch
4 15 (6.98%) AWS CloudFormation
5 11 (5.12%) IaaS
5 11 (5.12%) PaaS
5 11 (5.12%) SaaS
6 8 (3.72%) Amazon EMR
6 8 (3.72%) Google Cloud Platform
7 6 (2.79%) Amazon EC2
7 6 (2.79%) Amazon S3
8 5 (2.33%) Amazon Kinesis
8 5 (2.33%) Amazon SQS
9 4 (1.86%) OpenShift
10 1 (0.47%) Adobe Analytics
10 1 (0.47%) Cloud Computing
10 1 (0.47%) CloudFront
10 1 (0.47%) Google Analytics
10 1 (0.47%) Office 365
Communications & Networking
1 23 (10.70%) Kerberos
2 2 (0.93%) Internet
2 2 (0.93%) SSL
2 2 (0.93%) TCP/IP
3 1 (0.47%) Network Security
Database & Business Intelligence
1 199 (92.56%) Hadoop
2 183 (85.12%) Big Data
3 99 (46.05%) Apache Hive
4 90 (41.86%) HBase
5 74 (34.42%) Apache Cassandra
6 63 (29.30%) NoSQL
7 53 (24.65%) Data Warehouse
8 43 (20.00%) Impala
9 42 (19.53%) MongoDB
10 30 (13.95%) Relational Database
11 28 (13.02%) SQL Server
12 27 (12.56%) Sqoop
13 22 (10.23%) PostgreSQL
14 20 (9.30%) RDBMS
15 17 (7.91%) Flink
16 15 (6.98%) Data Lake
17 12 (5.58%) Data Mining
18 11 (5.12%) DB2
19 10 (4.65%) Mahout
20 8 (3.72%) SQL Server Integration Services
Development Applications
1 61 (28.37%) Jenkins
2 34 (15.81%) Git (software)
3 28 (13.02%) JIRA
4 18 (8.37%) TeamCity
5 15 (6.98%) Bitbucket
6 9 (4.19%) Cucumber
6 9 (4.19%) Maven
7 7 (3.26%) Artifactory
7 7 (3.26%) GitLab
8 6 (2.79%) JUnit
9 4 (1.86%) Team Foundation Server
9 4 (1.86%) Vagrant
10 3 (1.40%) Atlassian Bamboo
10 3 (1.40%) Gradle
10 3 (1.40%) Sonatype Nexus
11 1 (0.47%) CircleCI
11 1 (0.47%) Gerrit
11 1 (0.47%) Mercurial
11 1 (0.47%) Travis CI
General
1 30 (13.95%) Finance
2 20 (9.30%) Marketing
3 16 (7.44%) Manufacturing
4 15 (6.98%) Banking
5 13 (6.05%) Retail
6 7 (3.26%) Telecoms
7 4 (1.86%) Financial Institution
8 1 (0.47%) Advertising
8 1 (0.47%) Electronics
8 1 (0.47%) Pharmaceutical
Job Titles
1 74 (34.42%) Data Engineer
2 62 (28.84%) Architect
2 62 (28.84%) Big Data Engineer
3 40 (18.60%) Data Architect
4 28 (13.02%) Big Data Architect
5 27 (12.56%) Hadoop Engineer
6 24 (11.16%) Developer
7 17 (7.91%) Big Data Developer
8 12 (5.58%) Consultant
9 11 (5.12%) Big Data Software Engineer
9 11 (5.12%) DevOps Engineer
9 11 (5.12%) Software Engineer
9 11 (5.12%) Solutions Architect
10 10 (4.65%) Cloud Architect
10 10 (4.65%) Senior Data Engineer
11 9 (4.19%) Data Consultant
12 8 (3.72%) Big Data Consultant
12 8 (3.72%) Technical Architect
13 7 (3.26%) Java Engineer
13 7 (3.26%) Systems Engineer
Libraries, Frameworks & Software Standards
1 117 (54.42%) Kafka
2 19 (8.84%) TensorFlow
3 16 (7.44%) Spark Streaming
4 15 (6.98%) Hibernate
5 13 (6.05%) MLlib
6 12 (5.58%) Keras
7 11 (5.12%) RabbitMQ
8 9 (4.19%) Samza
9 8 (3.72%) Akka
10 6 (2.79%) Apache Camel
10 6 (2.79%) REST
11 5 (2.33%) Apache Tez
11 5 (2.33%) Lucene
11 5 (2.33%) SPNEGO
11 5 (2.33%) Spring
11 5 (2.33%) Spring Boot
12 4 (1.86%) Apache Avro
12 4 (1.86%) Drools
12 4 (1.86%) LDAP
12 4 (1.86%) TinkerPop
Miscellaneous
1 27 (12.56%) Computer Science
2 18 (8.37%) Analytical Skills
3 16 (7.44%) Algorithms
4 12 (5.58%) Fintech
5 8 (3.72%) Life Science
5 8 (3.72%) User Experience
6 6 (2.79%) DataPower
7 5 (2.33%) 3D Printing
7 5 (2.33%) Greenfield Project
7 5 (2.33%) IVR
7 5 (2.33%) Linux Command Line
7 5 (2.33%) Mobile Computing
7 5 (2.33%) Robotics
8 3 (1.40%) Data Centre
8 3 (1.40%) Management Information System
8 3 (1.40%) Virtual Team
9 2 (0.93%) Data Structures
9 2 (0.93%) Taxonomies
9 2 (0.93%) Wiki
10 1 (0.47%) Social Network
Operating Systems
1 99 (46.05%) Linux
2 32 (14.88%) Unix
3 19 (8.84%) Windows
4 11 (5.12%) Red Hat Enterprise Linux
5 6 (2.79%) AIX
5 6 (2.79%) HPUX
5 6 (2.79%) Solaris
5 6 (2.79%) Ubuntu
6 3 (1.40%) CoreOS
7 2 (0.93%) Mesosphere
8 1 (0.47%) CentOS
8 1 (0.47%) SUSE
Processes & Methodologies
1 94 (43.72%) Agile Software Development
2 84 (39.07%) Analytics
3 69 (32.09%) DevOps
3 69 (32.09%) ETL
4 63 (29.30%) Continuous Integration
5 60 (27.91%) MapReduce
6 58 (26.98%) Machine Learning
7 50 (23.26%) Data Science
8 37 (17.21%) Visualisation
9 31 (14.42%) Software Engineering
10 30 (13.95%) Data Integration
11 29 (13.49%) Data Engineering
11 29 (13.49%) Open Source
12 26 (12.09%) Data Visualisation
13 24 (11.16%) Microservices
13 24 (11.16%) Scrum
13 24 (11.16%) TDD
14 22 (10.23%) OO
15 21 (9.77%) Business Intelligence
16 20 (9.30%) Data Modelling
Programming Languages
1 115 (53.49%) Java
2 106 (49.30%) Python
3 82 (38.14%) Scala
4 67 (31.16%) SQL
5 30 (13.95%) Shell Script
6 19 (8.84%) R
7 16 (7.44%) Go
8 8 (3.72%) Bash Shell
8 8 (3.72%) C#
9 7 (3.26%) Perl
10 6 (2.79%) C++
11 5 (2.33%) C
11 5 (2.33%) JavaScript
12 4 (1.86%) Gremlin
13 2 (0.93%) CQL
14 1 (0.47%) PHP
14 1 (0.47%) Ruby
14 1 (0.47%) TypeScript
Qualifications
1 13 (6.05%) Security Cleared
2 11 (5.12%) PhD
2 11 (5.12%) SC Cleared
3 9 (4.19%) Degree
4 8 (3.72%) Computer Science Degree
5 4 (1.86%) Master's Degree
6 3 (1.40%) CTC Cleared
7 2 (0.93%) DV Cleared
7 2 (0.93%) EMC Certification
Quality Assurance & Compliance
1 7 (3.26%) Data Quality
2 6 (2.79%) GCP
3 2 (0.93%) SLA
System Software
1 51 (23.72%) Docker
2 50 (23.26%) Apache Flume
2 50 (23.26%) HDFS
3 13 (6.05%) Apache ZooKeeper
4 7 (3.26%) Active Directory
5 4 (1.86%) Virtual Machines
5 4 (1.86%) VMware Infrastructure
6 3 (1.40%) KVM
6 3 (1.40%) Xen
7 2 (0.93%) MapR-FS
8 1 (0.47%) vSphere
Systems Management
1 36 (16.74%) Hadoop YARN
2 35 (16.28%) Puppet
3 34 (15.81%) Ansible
4 24 (11.16%) Opscode Chef
5 23 (10.70%) Oozie
6 21 (9.77%) Kubernetes
7 20 (9.30%) Ambari
8 15 (6.98%) Terraform
9 12 (5.58%) ZABBIX
10 8 (3.72%) Docker Swarm
11 6 (2.79%) Kibana
11 6 (2.79%) Mesos
11 6 (2.79%) Tivoli
11 6 (2.79%) Tivoli Monitoring
12 3 (1.40%) HAProxy
12 3 (1.40%) Host Intrusion Detection System
12 3 (1.40%) logstash
12 3 (1.40%) Network Intrusion Detection System
12 3 (1.40%) Prometheus
12 3 (1.40%) Red Hat Spacewalk
Vendors
1 128 (59.53%) Cloudera
2 63 (29.30%) MapR
3 33 (15.35%) Tableau
4 28 (13.02%) Google
5 27 (12.56%) IBM
5 27 (12.56%) Oracle
6 21 (9.77%) Teradata
7 17 (7.91%) Microsoft
8 14 (6.51%) Netezza
9 13 (6.05%) WorldPay
10 11 (5.12%) Informatica
10 11 (5.12%) Talend
11 9 (4.19%) Greenplum
12 8 (3.72%) SAP
13 6 (2.79%) Hitachi
14 5 (2.33%) Datameer
14 5 (2.33%) Sybase
15 4 (1.86%) Red Hat
15 4 (1.86%) VMware
16 3 (1.40%) Atlassian