Period
to 21 May 2019

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 21 May 2019 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
21 May 2019
Same period 2018 Same period 2017
Rank 814 909 1029
Rank change year-on-year +95 +120 -17
Permanent jobs citing Hortonworks 284 298 146
As % of all permanent IT jobs advertised in the UK 0.20% 0.17% 0.086%
As % of the Vendors category 0.46% 0.40% 0.20%
Number of salaries quoted 225 170 113
UK median annual salary £77,500 £75,000 £72,500
Median salary % change year-on-year +3.33% +3.45% +26.09%
10th Percentile £49,337 £49,750 £51,250
90th Percentile £113,000 £102,500 £102,500
UK excluding London median annual salary £62,069 £67,500 £52,500
% change year-on-year -8.05% +28.57% -8.70%

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 61,085 75,439 74,666
As % of all permanent IT jobs advertised in the UK 42.37% 43.93% 44.22%
Number of salaries quoted 46,679 58,994 59,978
UK median annual salary £50,000 £47,500 £46,000
Median salary % change year-on-year +5.26% +3.26% +2.22%
10th Percentile £27,500 £27,000 £26,250
90th Percentile £81,800 £77,500 £75,000
UK excluding London median annual salary £45,000 £42,500 £41,500
% change year-on-year +5.88% +2.41% -1.19%

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 21 May 2019.

Salary histogram for Hortonworks in the UK

Hortonworks
Top 13 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 21 May 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +100 275 £77,500 +3.33% 8
London +101 198 £90,000 +12.50% 3
UK excluding London +64 80 £62,069 -8.05% 5
North of England +56 35 £49,337 -25.53% 3
South West +43 21 £62,500 -34.21%
Yorkshire - 16 £49,337 - 1
North East +25 11 £49,337 -26.91%
South East +2 10 £65,000 - 2
North West +37 8 £72,500 +20.83% 2
Scotland +7 8 £67,500 -
West Midlands +29 5 £58,750 +17.50%
Midlands +29 5 £58,750 +17.50%
East of England +73 1 £55,000 -26.67%

For the 6 months to 21 May 2019, 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.

1 259 (91.20%) Big Data
2 237 (83.45%) Hadoop
3 220 (77.46%) Apache Spark
4 205 (72.18%) Python
5 198 (69.72%) Cloudera
6 192 (67.61%) Kafka
7 187 (65.85%) Agile Software Development
8 171 (60.21%) Apache Hive
9 167 (58.80%) Java
10 162 (57.04%) Scala
11 146 (51.41%) NoSQL
11 146 (51.41%) Analytics
12 134 (47.18%) Amazon AWS
13 130 (45.77%) HBase
14 126 (44.37%) Apache Cassandra
15 124 (43.66%) Apache Flume
16 120 (42.25%) Hadoop YARN
17 118 (41.55%) Oozie
18 103 (36.27%) SQL
19 97 (34.15%) ETL
20 95 (33.45%) MapR
21 93 (32.75%) Elasticsearch
22 90 (31.69%) MapReduce
23 88 (30.99%) Scrum
24 85 (29.93%) Amazon Redshift
24 85 (29.93%) Databricks
25 83 (29.23%) Impala
26 82 (28.87%) Apache Pig
27 80 (28.17%) Flink
27 80 (28.17%) Data Science

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
1 220 (77.46%) Apache Spark
2 93 (32.75%) Elasticsearch
3 82 (28.87%) Apache Pig
4 45 (15.85%) Apache Solr
5 18 (6.34%) Apache
6 8 (2.82%) Confluence
6 8 (2.82%) SAS
7 3 (1.06%) nginx
8 1 (0.35%) Jupyter
8 1 (0.35%) OpenStack
Cloud Services
1 134 (47.18%) Amazon AWS
2 71 (25.00%) Microsoft Azure
3 46 (16.20%) Google Cloud Platform
4 38 (13.38%) GitHub
5 16 (5.63%) Amazon EMR
6 13 (4.58%) Power Platform
7 11 (3.87%) Amazon S3
8 10 (3.52%) Amazon Kinesis
9 7 (2.46%) Amazon SageMaker
9 7 (2.46%) PaaS
10 6 (2.11%) IaaS
10 6 (2.11%) IBM Cloud
11 3 (1.06%) AWS Data Pipeline
11 3 (1.06%) AWS Lambda
11 3 (1.06%) Azure Data Factory
11 3 (1.06%) Azure Machine Learning
11 3 (1.06%) Quay.io
11 3 (1.06%) Slack
12 1 (0.35%) Apigee
12 1 (0.35%) Data Lake Analytics
Communications & Networking
1 17 (5.99%) Internet
2 3 (1.06%) Firewall
2 3 (1.06%) VPN
3 1 (0.35%) Broadband
3 1 (0.35%) HTTP
3 1 (0.35%) HTTPS
3 1 (0.35%) Kerberos
3 1 (0.35%) SSL
Database & Business Intelligence
1 259 (91.20%) Big Data
2 237 (83.45%) Hadoop
3 171 (60.21%) Apache Hive
4 146 (51.41%) NoSQL
5 130 (45.77%) HBase
6 126 (44.37%) Apache Cassandra
7 85 (29.93%) Amazon Redshift
8 83 (29.23%) Impala
9 80 (28.17%) Flink
10 79 (27.82%) Couchbase
11 78 (27.46%) CouchDB
12 62 (21.83%) Data Warehouse
13 49 (17.25%) Spark SQL
14 41 (14.44%) Sqoop
15 35 (12.32%) MongoDB
16 30 (10.56%) Data Lake
17 25 (8.80%) DataStage
17 25 (8.80%) Pentaho
18 24 (8.45%) SQL Server
19 18 (6.34%) Neo4j
Development Applications
1 40 (14.08%) Jenkins
2 21 (7.39%) Artifactory
3 20 (7.04%) Git (software)
4 12 (4.23%) Atlassian Bamboo
4 12 (4.23%) JIRA
5 7 (2.46%) Vagrant
6 6 (2.11%) GitLab
7 3 (1.06%) Bitbucket Server
7 3 (1.06%) Cucumber
7 3 (1.06%) Travis CI
8 2 (0.70%) Hudson
8 2 (0.70%) PowerDesigner
8 2 (0.70%) Sonatype Nexus
9 1 (0.35%) Gradle
9 1 (0.35%) Selenium
9 1 (0.35%) SonarQube
General
1 42 (14.79%) Banking
2 40 (14.08%) Finance
3 15 (5.28%) Games
4 9 (3.17%) Retail
5 5 (1.76%) Legal
6 2 (0.70%) Financial Institution
7 1 (0.35%) Advertising
7 1 (0.35%) Front Office
7 1 (0.35%) Manufacturing
Job Titles
1 132 (46.48%) Data Engineer
2 108 (38.03%) Big Data Engineer
3 43 (15.14%) Developer
4 37 (13.03%) Architect
4 37 (13.03%) Data Architect
5 29 (10.21%) Big Data Developer
6 27 (9.51%) Big Data Architect
6 27 (9.51%) Python Engineer
7 25 (8.80%) Senior Data Engineer
8 23 (8.10%) Administrator
9 21 (7.39%) Data Administrator
10 14 (4.93%) Consultant
10 14 (4.93%) Games Engineer
11 13 (4.58%) Big Data Consultant
11 13 (4.58%) Data Consultant
12 12 (4.23%) Business Intelligence Developer
12 12 (4.23%) Data Warehouse Developer
13 11 (3.87%) Java Developer
13 11 (3.87%) Java Scala Developer
13 11 (3.87%) Scala Developer
Libraries, Frameworks & Software Standards
1 192 (67.61%) Kafka
2 52 (18.31%) Spark Streaming
3 18 (6.34%) .NET
4 16 (5.63%) Natural Language Processing
5 13 (4.58%) Elastic Stack
6 12 (4.23%) PySpark
7 11 (3.87%) TensorFlow
8 8 (2.82%) Apache NiFi
8 8 (2.82%) scikit-learn
9 7 (2.46%) MXNet
10 5 (1.76%) JSON
10 5 (1.76%) RabbitMQ
11 4 (1.41%) LAPP Stack
11 4 (1.41%) Web Services
12 3 (1.06%) HTML
12 3 (1.06%) JSP
12 3 (1.06%) Middleware
12 3 (1.06%) Rendezvous
12 3 (1.06%) XML
12 3 (1.06%) XSLT
Miscellaneous
1 19 (6.69%) Analytical Skills
2 10 (3.52%) Cloud Native
3 8 (2.82%) Greenfield Project
4 5 (1.76%) Algorithms
5 3 (1.06%) Fintech
5 3 (1.06%) Wiki
6 2 (0.70%) Data Centre
6 2 (0.70%) Data Structures
6 2 (0.70%) FMCG
6 2 (0.70%) Life Science
6 2 (0.70%) Public Cloud
7 1 (0.35%) Acoustics
7 1 (0.35%) Blog
7 1 (0.35%) Cybercrime
7 1 (0.35%) Derivative
7 1 (0.35%) Enterprise Storage
7 1 (0.35%) Equities
7 1 (0.35%) Reference Data
7 1 (0.35%) Replication
Operating Systems
1 60 (21.13%) Linux
2 35 (12.32%) Unix
3 5 (1.76%) Windows
4 4 (1.41%) Red Hat Enterprise Linux
5 3 (1.06%) CentOS
5 3 (1.06%) CoreOS
5 3 (1.06%) Fedora
5 3 (1.06%) Ubuntu
Processes & Methodologies
1 187 (65.85%) Agile Software Development
2 146 (51.41%) Analytics
3 97 (34.15%) ETL
4 90 (31.69%) MapReduce
5 88 (30.99%) Scrum
6 80 (28.17%) Data Science
7 77 (27.11%) Data Engineering
7 77 (27.11%) Kanban
8 73 (25.70%) DevOps
9 64 (22.54%) Use Case
10 60 (21.13%) Machine Learning
11 51 (17.96%) Data Integration
12 47 (16.55%) Data Analytics
13 44 (15.49%) Data Modelling
14 43 (15.14%) Software Engineering
15 41 (14.44%) Data Architecture
15 41 (14.44%) Mentoring
16 40 (14.08%) Data Transformation
17 39 (13.73%) Data Analysis
18 34 (11.97%) Coaching
Programming Languages
1 205 (72.18%) Python
2 167 (58.80%) Java
3 162 (57.04%) Scala
4 103 (36.27%) SQL
5 31 (10.92%) R
6 26 (9.15%) Bash Shell
7 20 (7.04%) C#
8 15 (5.28%) PowerShell
9 14 (4.93%) T-SQL
10 10 (3.52%) JavaScript
11 3 (1.06%) Go
12 2 (0.70%) C
12 2 (0.70%) HiveQL
12 2 (0.70%) Shell Script
12 2 (0.70%) VB.NET
13 1 (0.35%) C++
13 1 (0.35%) Java 8
13 1 (0.35%) MATLAB
13 1 (0.35%) Perl
Qualifications
1 23 (8.10%) Degree
2 15 (5.28%) Computer Science Degree
3 10 (3.52%) Security Cleared
4 6 (2.11%) PhD
5 5 (1.76%) SC Cleared
6 2 (0.70%) CCNA
6 2 (0.70%) Cisco Certification
6 2 (0.70%) CISSP
6 2 (0.70%) CompTIA Security+
6 2 (0.70%) DV Cleared
6 2 (0.70%) GIAC
6 2 (0.70%) Linux+ Certification
6 2 (0.70%) MCSE
6 2 (0.70%) Microsoft Certification
6 2 (0.70%) Network+ Certification
6 2 (0.70%) SANS
6 2 (0.70%) SSCP
Quality Assurance & Compliance
1 16 (5.63%) QA
2 11 (3.87%) Data Quality
3 8 (2.82%) GDPR
3 8 (2.82%) MiFID
4 5 (1.76%) ISO/IEC 27001
5 4 (1.41%) IFRS
5 4 (1.41%) Solvency II
System Software
1 124 (43.66%) Apache Flume
2 51 (17.96%) HDFS
3 49 (17.25%) Docker
4 15 (5.28%) Apache ZooKeeper
5 10 (3.52%) VirtualBox
6 3 (1.06%) VMware ESXi
6 3 (1.06%) VMware Infrastructure
6 3 (1.06%) Xen
7 1 (0.35%) NFS
7 1 (0.35%) Samba
7 1 (0.35%) Virtual Servers
Systems Management
1 120 (42.25%) Hadoop YARN
2 118 (41.55%) Oozie
3 44 (15.49%) Ansible
4 24 (8.45%) Kubernetes
5 16 (5.63%) Ambari
6 14 (4.93%) Docker Swarm
7 12 (4.23%) Kibana
7 12 (4.23%) logstash
7 12 (4.23%) Puppet
8 9 (3.17%) Terraform
9 6 (2.11%) Prometheus
10 4 (1.41%) Opscode Chef
11 3 (1.06%) HAProxy
11 3 (1.06%) Nagios
11 3 (1.06%) OpenNMS
11 3 (1.06%) vCenter Server
11 3 (1.06%) ZABBIX
12 2 (0.70%) Host Intrusion Detection System
12 2 (0.70%) Network Intrusion Detection System
12 2 (0.70%) Sysdig
Vendors
1 198 (69.72%) Cloudera
2 95 (33.45%) MapR
3 85 (29.93%) Databricks
4 42 (14.79%) Oracle
5 35 (12.32%) Google
6 34 (11.97%) Informatica
7 31 (10.92%) Talend
8 21 (7.39%) Microsoft
9 15 (5.28%) VMware
10 14 (4.93%) Teradata
11 11 (3.87%) IBM
12 8 (2.82%) Tableau
13 7 (2.46%) Dataiku
14 6 (2.11%) TIBCO
14 6 (2.11%) WorldPay
15 5 (1.76%) Red Hat
16 3 (1.06%) Ab Initio
16 3 (1.06%) Cognos
16 3 (1.06%) MicroStrategy
16 3 (1.06%) SolarWinds