Period
to 9 December 2018

The table below provides summary statistics for permanent job vacancies advertised in London 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 9 December 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
England > London
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 574 733 762
Rank change year-on-year +159 +29 +81
Permanent jobs citing Hortonworks 218 117 95
As % of all permanent IT jobs advertised in London 0.33% 0.16% 0.13%
As % of the Vendors category 0.79% 0.37% 0.30%
Number of salaries quoted 150 95 69
London median annual salary £85,000 £72,500 £72,500
Median salary % change year-on-year +17.24% - +9.43%
10th Percentile £49,500 £45,000 £48,250
90th Percentile £112,500 £105,600 £102,000
England median annual salary £80,000 £65,000 £67,500
% change year-on-year +23.08% -3.70% +17.39%

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 London.

All Vendors
London
Permanent vacancies with a requirement for knowledge or experience of vendor products and services 27,709 31,964 31,489
As % of all permanent IT jobs advertised in London 41.91% 43.27% 42.18%
Number of salaries quoted 21,822 24,355 26,565
London median annual salary £60,000 £55,000 £55,000
Median salary % change year-on-year +9.09% - -
10th Percentile £31,500 £31,250 £31,250
90th Percentile £90,000 £85,000 £85,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

Hortonworks
Job Vacancy Trend in London

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

Job vacancy trend for Hortonworks in London

Hortonworks
Salary Trend in London

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

Salary trend for Hortonworks in London

Hortonworks
Salary Histogram in London

The salary distribution of IT jobs citing Hortonworks in London over the 6 months to 9 December 2018.

Salary histogram for Hortonworks in London

Hortonworks
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Hortonworks within the London region over the 6 months to 9 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 +17 19 £80,000 +33.33% 7
East London - 2 £67,500 -
South London -10 1 £55,000 -31.25%
North London - 1 £80,000 - 1
Hortonworks
England

For the 6 months to 9 December 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 London region with a requirement for Hortonworks.

1 207 (94.95%) Hadoop
2 195 (89.45%) Big Data
3 186 (85.32%) Apache Spark
4 151 (69.27%) Java
5 146 (66.97%) Apache Hive
6 143 (65.60%) Scala
7 140 (64.22%) NoSQL
8 139 (63.76%) Python
9 138 (63.30%) HBase
10 136 (62.39%) Kafka
11 132 (60.55%) Cloudera
11 132 (60.55%) Amazon AWS
12 126 (57.80%) Apache Cassandra
13 105 (48.17%) Agile Software Development
14 99 (45.41%) MapR
15 98 (44.95%) Data Science
16 82 (37.61%) Analytics
16 82 (37.61%) Impala
17 73 (33.49%) Hadoop YARN
17 73 (33.49%) Oozie
18 71 (32.57%) Amazon Redshift
18 71 (32.57%) Databricks
18 71 (32.57%) ETL
19 70 (32.11%) Apache Flume
20 69 (31.65%) Elasticsearch
21 66 (30.28%) Apache Pig
22 62 (28.44%) SQL
23 61 (27.98%) MapReduce
24 59 (27.06%) Scrum
24 59 (27.06%) Flink

Hortonworks
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
1 186 (85.32%) Apache Spark
2 69 (31.65%) Elasticsearch
3 66 (30.28%) Apache Pig
4 55 (25.23%) Apache
5 36 (16.51%) Apache Solr
6 8 (3.67%) SAS
7 7 (3.21%) Confluence
8 2 (0.92%) Jupyter
9 1 (0.46%) Apache Airflow
9 1 (0.46%) nginx
Applications
1 3 (1.38%) SPSS
2 2 (0.92%) Chatbot
Cloud Services
1 132 (60.55%) Amazon AWS
2 48 (22.02%) Microsoft Azure
3 33 (15.14%) Amazon EMR
4 23 (10.55%) Google Cloud Platform
5 17 (7.80%) Amazon Kinesis
6 12 (5.50%) Amazon SageMaker
7 9 (4.13%) Amazon S3
7 9 (4.13%) AWS Data Pipeline
7 9 (4.13%) AWS Lambda
8 6 (2.75%) Amazon EC2
9 5 (2.29%) GitHub
9 5 (2.29%) IBM Cloud
10 4 (1.83%) PaaS
11 3 (1.38%) SaaS
12 2 (0.92%) Amazon CloudWatch
13 1 (0.46%) Azure Machine Learning
13 1 (0.46%) CloudBees
13 1 (0.46%) Cloudflare
13 1 (0.46%) IaaS
13 1 (0.46%) Slack
Communications & Networking
1 13 (5.96%) Kerberos
2 7 (3.21%) Internet
3 4 (1.83%) Firewall
3 4 (1.83%) SSL
4 3 (1.38%) TCP/IP
4 3 (1.38%) VPN
5 2 (0.92%) VLAN
Database & Business Intelligence
1 207 (94.95%) Hadoop
2 195 (89.45%) Big Data
3 146 (66.97%) Apache Hive
4 140 (64.22%) NoSQL
5 138 (63.30%) HBase
6 126 (57.80%) Apache Cassandra
7 82 (37.61%) Impala
8 71 (32.57%) Amazon Redshift
9 59 (27.06%) Flink
10 58 (26.61%) Couchbase
11 57 (26.15%) CouchDB
12 52 (23.85%) MongoDB
13 18 (8.26%) Relational Database
14 16 (7.34%) Data Warehouse
14 16 (7.34%) Spark SQL
15 13 (5.96%) Data Lake
15 13 (5.96%) MySQL
16 12 (5.50%) Apache Zeppelin
16 12 (5.50%) Neo4j
16 12 (5.50%) PostgreSQL
Development Applications
1 36 (16.51%) Jenkins
2 19 (8.72%) Git (software)
3 17 (7.80%) JUnit
4 12 (5.50%) Atlassian Bamboo
4 12 (5.50%) Vagrant
5 7 (3.21%) JIRA
6 5 (2.29%) GitLab
7 4 (1.83%) Maven
7 4 (1.83%) Travis CI
8 3 (1.38%) TeamCity
9 2 (0.92%) Eclipse
9 2 (0.92%) FindBugs
9 2 (0.92%) IntelliJ
10 1 (0.46%) Artifactory
10 1 (0.46%) CircleCI
10 1 (0.46%) Gerrit
10 1 (0.46%) PowerDesigner
10 1 (0.46%) Selenium
10 1 (0.46%) SonarQube
General
1 43 (19.72%) Finance
2 29 (13.30%) Banking
3 18 (8.26%) Investment Banking
4 17 (7.80%) Advertising
4 17 (7.80%) Games
5 14 (6.42%) Pharmaceutical
5 14 (6.42%) Retail
6 8 (3.67%) Marketing
7 7 (3.21%) Manufacturing
8 6 (2.75%) Front Office
9 5 (2.29%) Telecoms
10 3 (1.38%) Aerospace
10 3 (1.38%) Electronics
11 1 (0.46%) Financial Institution
Job Titles
1 134 (61.47%) Data Engineer
2 107 (49.08%) Big Data Engineer
3 25 (11.47%) Developer
4 20 (9.17%) Senior Data Engineer
5 18 (8.26%) Architect
6 17 (7.80%) Games Engineer
7 16 (7.34%) Big Data Developer
8 15 (6.88%) Data Scientist
9 12 (5.50%) Data Architect
9 12 (5.50%) Scala Developer
10 10 (4.59%) Hadoop Engineer
10 10 (4.59%) Java Engineer
11 7 (3.21%) Big Data Architect
11 7 (3.21%) Solutions Architect
12 6 (2.75%) Administrator
13 5 (2.29%) Consultant
14 4 (1.83%) Big Data Consultant
14 4 (1.83%) Data Consultant
14 4 (1.83%) Hadoop Administrator
14 4 (1.83%) Senior Developer
Libraries, Frameworks & Software Standards
1 136 (62.39%) Kafka
2 29 (13.30%) PySpark
2 29 (13.30%) Spark Streaming
3 21 (9.63%) .NET
4 15 (6.88%) TensorFlow
5 14 (6.42%) scikit-learn
6 12 (5.50%) Elastic Stack
6 12 (5.50%) MXNet
6 12 (5.50%) Natural Language Processing
7 9 (4.13%) Middleware
7 9 (4.13%) Rendezvous
8 7 (3.21%) RabbitMQ
9 5 (2.29%) Web Services
10 4 (1.83%) LDAP
11 3 (1.38%) Apache Avro
11 3 (1.38%) MLlib
11 3 (1.38%) RESTful
11 3 (1.38%) SPNEGO
12 2 (0.92%) Keras
12 2 (0.92%) Node.js
Miscellaneous
1 34 (15.60%) Analytical Skills
2 18 (8.26%) Algorithms
3 15 (6.88%) Data Structures
3 15 (6.88%) Life Science
4 14 (6.42%) Virtual Team
5 12 (5.50%) Fintech
6 11 (5.05%) Derivative
6 11 (5.05%) Market Risk
7 7 (3.21%) Wiki
8 4 (1.83%) Acoustics
8 4 (1.83%) Blog
8 4 (1.83%) Greenfield Project
8 4 (1.83%) Linux Command Line
9 3 (1.38%) PMI
9 3 (1.38%) Social Network
10 2 (0.92%) Cybercrime
10 2 (0.92%) Mainframe
11 1 (0.46%) Hybrid Cloud
11 1 (0.46%) Private Cloud
11 1 (0.46%) Self-Motivation
Operating Systems
1 57 (26.15%) Linux
2 26 (11.93%) Unix
3 7 (3.21%) CentOS
3 7 (3.21%) Red Hat Enterprise Linux
4 4 (1.83%) Windows
5 2 (0.92%) DC/OS
5 2 (0.92%) Fedora
5 2 (0.92%) Ubuntu
6 1 (0.46%) CoreOS
6 1 (0.46%) Windows Server
Processes & Methodologies
1 105 (48.17%) Agile Software Development
2 98 (44.95%) Data Science
3 82 (37.61%) Analytics
4 71 (32.57%) ETL
5 61 (27.98%) MapReduce
6 59 (27.06%) Scrum
7 57 (26.15%) Kanban
8 52 (23.85%) Machine Learning
9 39 (17.89%) Artificial Intelligence
10 35 (16.06%) Continuous Integration
11 33 (15.14%) Data Modelling
12 32 (14.68%) Data Analytics
13 31 (14.22%) Software Engineering
14 22 (10.09%) Problem-Solving
14 22 (10.09%) TDD
15 21 (9.63%) Computer Science
16 20 (9.17%) Visualisation
17 19 (8.72%) Deep Learning
18 18 (8.26%) Mentoring
19 17 (7.80%) DevOps
Programming Languages
1 151 (69.27%) Java
2 143 (65.60%) Scala
3 139 (63.76%) Python
4 62 (28.44%) SQL
5 21 (9.63%) R
6 19 (8.72%) C#
7 13 (5.96%) JavaScript
8 10 (4.59%) Bash Shell
9 6 (2.75%) Haskell
10 5 (2.29%) Perl
11 4 (1.83%) PowerShell
12 3 (1.38%) Ruby
13 2 (0.92%) Shell Script
14 1 (0.46%) Clojure
14 1 (0.46%) PHP
14 1 (0.46%) T-SQL
14 1 (0.46%) VB.NET
Qualifications
1 11 (5.05%) Degree
2 9 (4.13%) Security Cleared
3 3 (1.38%) PMI Certification
4 2 (0.92%) Computer Science Degree
4 2 (0.92%) DV Cleared
5 1 (0.46%) Master's Degree
5 1 (0.46%) PhD
Quality Assurance & Compliance
1 15 (6.88%) MiFID
2 6 (2.75%) PMO
2 6 (2.75%) QA
3 3 (1.38%) COBIT
3 3 (1.38%) Data Quality
3 3 (1.38%) GDPR
3 3 (1.38%) SLA
System Software
1 70 (32.11%) Apache Flume
2 57 (26.15%) HDFS
3 39 (17.89%) Docker
4 20 (9.17%) Apache ZooKeeper
5 14 (6.42%) VirtualBox
6 10 (4.59%) Active Directory
7 2 (0.92%) VMware ESXi
7 2 (0.92%) VMware Infrastructure
7 2 (0.92%) Xen
Systems Management
1 73 (33.49%) Hadoop YARN
1 73 (33.49%) Oozie
2 31 (14.22%) Kibana
3 30 (13.76%) Ansible
4 29 (13.30%) logstash
5 26 (11.93%) Prometheus
6 23 (10.55%) Kubernetes
7 22 (10.09%) Grafana
8 14 (6.42%) Docker Swarm
8 14 (6.42%) Terraform
9 12 (5.50%) Ambari
10 7 (3.21%) Puppet
11 4 (1.83%) Opscode Chef
12 2 (0.92%) Nagios
12 2 (0.92%) OpenNMS
12 2 (0.92%) vCenter Server
12 2 (0.92%) ZABBIX
13 1 (0.46%) Apache Brooklyn
13 1 (0.46%) HAProxy
13 1 (0.46%) Marathon
Vendors
1 132 (60.55%) Cloudera
2 99 (45.41%) MapR
3 71 (32.57%) Databricks
4 27 (12.39%) Google
5 17 (7.80%) WorldPay
6 13 (5.96%) Oracle
7 12 (5.50%) Dataiku
8 11 (5.05%) Informatica
9 9 (4.13%) Microsoft
9 9 (4.13%) Solace
9 9 (4.13%) Tableau
9 9 (4.13%) TIBCO
10 8 (3.67%) Talend
11 7 (3.21%) IBM
12 6 (2.75%) SAP
13 3 (1.38%) Red Hat
14 2 (0.92%) Cognizant
14 2 (0.92%) MicroStrategy
14 2 (0.92%) Salesforce.com
14 2 (0.92%) VMware