Period
to 23 May 2018

The table below provides summary statistics for permanent job vacancies 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 23 May 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
6 months to
23 May 2018
Same period 2017 Same period 2016
Rank 883 1015 985
Rank change year-on-year +132 -30 +262
Permanent jobs citing Hortonworks 301 151 287
As % of all permanent IT jobs advertised in the UK 0.18% 0.089% 0.14%
As % of the Vendors category 0.39% 0.20% 0.31%
Number of salaries quoted 173 117 161
UK median annual salary £75,000 £72,500 £57,500
Median salary % change year-on-year +3.45% +26.09% -4.17%
10th Percentile £48,000 £51,250 £40,000
90th Percentile £102,500 £102,500 £90,000
UK excluding London median annual salary £67,500 £52,500 £57,500
% change year-on-year +28.57% -8.70% +15.00%

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.

All Vendors
UK
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 76,513 74,784 91,320
As % of all permanent IT jobs advertised in the UK 44.52% 44.21% 45.49%
Number of salaries quoted 59,983 60,084 74,571
UK median annual salary £47,500 £46,000 £45,000
Median salary % change year-on-year +3.26% +2.22% -
10th Percentile £26,940 £26,250 £26,250
90th Percentile £77,500 £75,000 £73,750
UK excluding London median annual salary £42,500 £41,500 £42,000
% change year-on-year +2.41% -1.19% +5.00%

Hortonworks
Job Vacancy Trend

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

Job vacancy trend for Hortonworks in the UK

Hortonworks
Salary Trend

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

Salary trend for Hortonworks in the UK

Hortonworks
Salary Histogram

The salary distribution of IT jobs citing Hortonworks over the 6 months to 23 May 2018.

Salary histogram for Hortonworks in the UK

Hortonworks
Top 12 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hortonworks within the UK over the 6 months to 23 May 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 +124 271 £75,000 +3.45% 25
London +65 189 £80,000 +6.67% 13
UK excluding London +33 92 £67,500 +28.57% 14
South East +21 43 £65,000 +30.00% 5
East of England -5 16 £75,000 +42.86% 1
North of England +8 11 £66,250 +6.00% 5
South West -13 11 £82,500 +22.22% 1
Scotland - 10 - - 1
North West +12 9 £60,000 -15.79% 2
North East -18 2 £67,500 +35.00%
Midlands +17 1 £50,000 -16.67%
West Midlands - 1 £50,000 -

For the 6 months to 23 May 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 with a requirement for Hortonworks.

1 276 (91.69%) Hadoop
2 243 (80.73%) Big Data
3 180 (59.80%) Cloudera
4 162 (53.82%) Apache Spark
5 157 (52.16%) Kafka
6 156 (51.83%) Python
7 152 (50.50%) Java
8 133 (44.19%) Apache Hive
9 132 (43.85%) Linux
10 129 (42.86%) Analytics
11 123 (40.86%) Agile Software Development
12 105 (34.88%) NoSQL
13 104 (34.55%) Amazon AWS
14 103 (34.22%) Scala
15 98 (32.56%) SQL
16 97 (32.23%) ETL
17 92 (30.56%) Jenkins
18 90 (29.90%) Apache Cassandra
18 90 (29.90%) HBase
19 89 (29.57%) Continuous Integration
20 87 (28.90%) Machine Learning
21 85 (28.24%) Apache Flume
22 82 (27.24%) MapReduce
23 80 (26.58%) DevOps
24 79 (26.25%) HDFS
25 67 (22.26%) Software Engineering
25 67 (22.26%) IBM
26 64 (21.26%) Apache
27 63 (20.93%) Microsoft Azure
28 61 (20.27%) MapR

Hortonworks
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
1 162 (53.82%) Apache Spark
2 64 (21.26%) Apache
3 40 (13.29%) Apache Solr
4 34 (11.30%) SAS
5 31 (10.30%) Apache Pig
6 26 (8.64%) Elasticsearch
7 16 (5.32%) Tomcat
8 11 (3.65%) Confluence
9 3 (1.00%) Ethereum
9 3 (1.00%) Hyperledger
9 3 (1.00%) nginx
10 2 (0.66%) Apache Airflow
10 2 (0.66%) Jupyter
11 1 (0.33%) GemFire
11 1 (0.33%) JBoss
Applications
1 4 (1.33%) Microsoft Office
2 2 (0.66%) Chatbot
3 1 (0.33%) SPSS
Business Applications
1 3 (1.00%) Distributed Ledger
2 1 (0.33%) WebTrends
Cloud Services
1 104 (34.55%) Amazon AWS
2 63 (20.93%) Microsoft Azure
3 30 (9.97%) GitHub
3 30 (9.97%) Google Cloud Platform
4 20 (6.64%) Amazon EMR
5 17 (5.65%) IaaS
5 17 (5.65%) PaaS
5 17 (5.65%) SaaS
6 16 (5.32%) IBM Cloud
7 7 (2.33%) Amazon S3
8 6 (1.99%) Amazon SageMaker
9 5 (1.66%) Amazon EC2
9 5 (1.66%) OpenShift
10 4 (1.33%) Amazon Kinesis
10 4 (1.33%) Amazon SQS
11 3 (1.00%) Cloud Computing
12 2 (0.66%) Amazon CloudWatch
12 2 (0.66%) Azure Data Factory
13 1 (0.33%) Azure Active Directory
13 1 (0.33%) Cloudflare
Communications & Networking
1 38 (12.62%) Kerberos
2 14 (4.65%) TCP/IP
3 4 (1.33%) Internet
4 2 (0.66%) SSL
5 1 (0.33%) Firewall
5 1 (0.33%) Network Security
Database & Business Intelligence
1 276 (91.69%) Hadoop
2 243 (80.73%) Big Data
3 133 (44.19%) Apache Hive
4 105 (34.88%) NoSQL
5 90 (29.90%) Apache Cassandra
5 90 (29.90%) HBase
6 59 (19.60%) Sqoop
7 57 (18.94%) Impala
8 55 (18.27%) Data Warehouse
9 52 (17.28%) MongoDB
10 45 (14.95%) PostgreSQL
11 43 (14.29%) Neo4j
12 32 (10.63%) DB2
13 28 (9.30%) Relational Database
14 19 (6.31%) BusinessObjects
14 19 (6.31%) Data Lake
15 17 (5.65%) Oracle Database
15 17 (5.65%) Pentaho
16 16 (5.32%) Oracle Database 10g
16 16 (5.32%) Oracle Database 12c
Development Applications
1 92 (30.56%) Jenkins
2 43 (14.29%) Git (software)
3 38 (12.62%) TeamCity
4 22 (7.31%) Atlassian Bamboo
4 22 (7.31%) Cucumber
5 20 (6.64%) JIRA
6 19 (6.31%) Vagrant
7 15 (4.98%) JUnit
8 6 (1.99%) Maven
9 5 (1.66%) Gradle
10 4 (1.33%) CircleCI
11 3 (1.00%) CA Release Automation
11 3 (1.00%) Sonatype Nexus
12 2 (0.66%) Artifactory
12 2 (0.66%) GitLab
13 1 (0.33%) Bitbucket
13 1 (0.33%) Gerrit
13 1 (0.33%) Mercurial
13 1 (0.33%) Travis CI
General
1 37 (12.29%) Finance
2 25 (8.31%) Banking
3 23 (7.64%) Retail
4 22 (7.31%) Marketing
5 15 (4.98%) Manufacturing
6 6 (1.99%) Financial Institution
6 6 (1.99%) Investment Banking
7 5 (1.66%) Front Office
8 3 (1.00%) Telecoms
9 1 (0.33%) Games
9 1 (0.33%) Pharmaceutical
Job Titles
1 141 (46.84%) Data Engineer
2 98 (32.56%) Big Data Engineer
3 57 (18.94%) Architect
3 57 (18.94%) Hadoop Engineer
4 36 (11.96%) Developer
5 31 (10.30%) Data Architect
5 31 (10.30%) Systems Engineer
6 26 (8.64%) AWS DevOps
7 25 (8.31%) AWS Engineer
8 24 (7.97%) Big Data Architect
8 24 (7.97%) DevOps Engineer
9 22 (7.31%) Azure DevOps
9 22 (7.31%) Azure Engineer
9 22 (7.31%) Senior Data Engineer
10 21 (6.98%) AWS DevOps Engineer
11 19 (6.31%) Azure DevOps Engineer
11 19 (6.31%) Big Data Developer
11 19 (6.31%) Senior Hadoop Engineer
12 18 (5.98%) Cloud Architect
13 16 (5.32%) Technical Architect
Libraries, Frameworks & Software Standards
1 157 (52.16%) Kafka
2 45 (14.95%) TensorFlow
3 33 (10.96%) Spark Streaming
4 32 (10.63%) MLlib
5 31 (10.30%) Keras
6 17 (5.65%) SPNEGO
7 16 (5.32%) Middleware
7 16 (5.32%) XML
8 14 (4.65%) LDAP
8 14 (4.65%) RabbitMQ
9 11 (3.65%) Natural Language Processing
10 9 (2.99%) Akka
11 6 (1.99%) MXNet
11 6 (1.99%) scikit-learn
12 5 (1.66%) AngularJS
12 5 (1.66%) Lucene
13 4 (1.33%) REST
13 4 (1.33%) Samza
14 3 (1.00%) Apache Camel
14 3 (1.00%) Play Framework
Miscellaneous
1 43 (14.29%) Fintech
2 28 (9.30%) Analytical Skills
3 23 (7.64%) Computer Science
4 20 (6.64%) User Experience
5 17 (5.65%) Linux Command Line
6 16 (5.32%) DataPower
7 15 (4.98%) Algorithms
8 13 (4.32%) Greenfield Project
9 7 (2.33%) Blog
10 5 (1.66%) Wiki
11 4 (1.33%) Derivative
11 4 (1.33%) Market Risk
11 4 (1.33%) NHS
11 4 (1.33%) Self-Motivation
12 3 (1.00%) Bitcoin
12 3 (1.00%) Life Science
13 2 (0.66%) Clustering
13 2 (0.66%) Hedge funds
13 2 (0.66%) Social Media
13 2 (0.66%) Social Network
Operating Systems
1 132 (43.85%) Linux
2 55 (18.27%) Unix
3 20 (6.64%) Windows
4 17 (5.65%) Red Hat Enterprise Linux
5 16 (5.32%) AIX
5 16 (5.32%) HPUX
5 16 (5.32%) Solaris
6 3 (1.00%) Ubuntu
7 2 (0.66%) CoreOS
8 1 (0.33%) CentOS
8 1 (0.33%) Fedora
8 1 (0.33%) SUSE
Processes & Methodologies
1 129 (42.86%) Analytics
2 123 (40.86%) Agile Software Development
3 97 (32.23%) ETL
4 89 (29.57%) Continuous Integration
5 87 (28.90%) Machine Learning
6 82 (27.24%) MapReduce
7 80 (26.58%) DevOps
8 67 (22.26%) Software Engineering
9 60 (19.93%) Data Science
10 54 (17.94%) Data Engineering
11 46 (15.28%) Data Transformation
12 42 (13.95%) Deep Learning
13 40 (13.29%) Migration
14 37 (12.29%) Open Source
14 37 (12.29%) Visualisation
15 36 (11.96%) TDD
16 29 (9.63%) Configuration Management
17 27 (8.97%) Scrum
18 25 (8.31%) Data Visualisation
19 24 (7.97%) Data Analytics
Programming Languages
1 156 (51.83%) Python
2 152 (50.50%) Java
3 103 (34.22%) Scala
4 98 (32.56%) SQL
5 39 (12.96%) Shell Script
6 38 (12.62%) Go
7 35 (11.63%) R
8 24 (7.97%) C#
9 22 (7.31%) Perl
10 21 (6.98%) Bash Shell
11 11 (3.65%) JavaScript
12 8 (2.66%) C
13 6 (1.99%) C++
14 3 (1.00%) TypeScript
15 2 (0.66%) PHP
15 2 (0.66%) Ruby
16 1 (0.33%) HiveQL
16 1 (0.33%) T-SQL
Qualifications
1 18 (5.98%) Security Cleared
2 11 (3.65%) PhD
3 10 (3.32%) Degree
4 7 (2.33%) SC Cleared
5 6 (1.99%) Computer Science Degree
6 4 (1.33%) Master's Degree
7 2 (0.66%) CTC Cleared
7 2 (0.66%) DV Cleared
7 2 (0.66%) EMC Certification
8 1 (0.33%) Numerate Degree
Quality Assurance & Compliance
1 7 (2.33%) GCP
2 5 (1.66%) Data Quality
2 5 (1.66%) QA
3 4 (1.33%) MiFID
3 4 (1.33%) SLA
4 3 (1.00%) PMO
System Software
1 85 (28.24%) Apache Flume
2 79 (26.25%) HDFS
3 58 (19.27%) Docker
4 34 (11.30%) Active Directory
5 19 (6.31%) VirtualBox
6 7 (2.33%) Apache ZooKeeper
7 6 (1.99%) Virtual Machines
8 4 (1.33%) VMware Infrastructure
9 3 (1.00%) KVM
9 3 (1.00%) Xen
10 1 (0.33%) vSphere
Systems Management
1 51 (16.94%) Hadoop YARN
2 48 (15.95%) Ansible
3 36 (11.96%) Puppet
4 35 (11.63%) Kubernetes
5 30 (9.97%) Oozie
5 30 (9.97%) Terraform
6 25 (8.31%) Docker Swarm
7 16 (5.32%) Tivoli
7 16 (5.32%) Tivoli Monitoring
8 11 (3.65%) Opscode Chef
9 6 (1.99%) Kibana
9 6 (1.99%) Mesos
10 5 (1.66%) Ambari
11 3 (1.00%) Prometheus
11 3 (1.00%) Red Hat Spacewalk
12 2 (0.66%) HAProxy
12 2 (0.66%) Host Intrusion Detection System
12 2 (0.66%) logstash
12 2 (0.66%) Network Intrusion Detection System
13 1 (0.33%) Grafana
Vendors
1 180 (59.80%) Cloudera
2 67 (22.26%) IBM
3 61 (20.27%) MapR
4 60 (19.93%) WorldPay
5 57 (18.94%) Google
6 47 (15.61%) Oracle
7 34 (11.30%) Informatica
7 34 (11.30%) Talend
8 32 (10.63%) Microsoft
9 31 (10.30%) Tableau
10 19 (6.31%) Netezza
11 18 (5.98%) MuleSoft
11 18 (5.98%) Sybase
12 16 (5.32%) Greenplum
12 16 (5.32%) Hitachi
12 16 (5.32%) Teradata
13 10 (3.32%) Dataiku
14 9 (2.99%) Databricks
15 7 (2.33%) Datameer
16 6 (1.99%) MicroStrategy