Role · Cybersecurity
Ethical Hacker
Tests systems for security weaknesses; performs security audits; demonstrates potential exploits; helps improve security posture
Impact Report — Ethical Hacker
_Domain: Cybersecurity · Companies tracked: 98 · Aggregate signal score: 369,040_
Summary
The Ethical Hacker role surfaces across 98 of the companies under Naftiko coverage, with an aggregate signal score of 369,040 across all scoring categories. This report aggregates the top areas of investment, services, tools, and standards that companies are investing in for the Ethical Hacker function.
Top scoring categories
- Talent & Organizational Design — score
15,154 - Data — score
13,010 - Cloud — score
10,476 - Security — score
9,287 - Artificial Intelligence — score
9,105 - Operations — score
8,110 - Code — score
7,787 - Automation — score
7,071
Top areas of investment
Reinforcement Learning, CI, Active Directory, Artificial Intelligence, UI, Operational Technologies, ORM, Data, BI, Deep Learning, Electronic Data Interchange, Machine Learning, Search, Rich Internet Applications, Integrated Development Environments
Most-adopted services
Adobe Campaign, WhatsApp, Pluralsight, Adobe Illustrator, Adobe Photoshop, PeopleSoft, Adobe Creative Cloud, Azure Functions, GitLab, Twitter
Most-adopted tools
Apache DolphinScheduler, Apache AGE, R, Angular, ClickHouse, React Native, Elasticsearch, PowerShell, Apache SpamAssassin, Apache Ant
Standards in play
TCP/IP, Object-Oriented Programming, Lean Manufacturing, Event Sourcing, Entity Relationship, Certificate Enrolment Protocols, Dependency Injection, Acceptance Criteria, HTTP, Extreme Programming
Top companies for this role
- Leidos (match score
12) - Range Resources (match score
12) - ING (match score
12) - KBR (match score
12) - Dell Technologies (match score
11) - UnitedHealth Group (match score
10) - Boeing (match score
10) - Philip Morris (match score
10) - AT&T (match score
10) - AT&T (match score
10)
_This narrative is generated from per-company job postings and press releases aggregated through the Naftiko Signals pipeline. The deterministic template will be replaced with an LLM-generated narrative when ANTHROPIC_API_KEY is configured._
Companies most associated with this role (98 total)
Adopt Adobe Campaign for the Ethical Hacker role
Treat Adobe Campaign as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt WhatsApp for the Ethical Hacker role
Treat WhatsApp as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Pluralsight for the Ethical Hacker role
Treat Pluralsight as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Adobe Illustrator for the Ethical Hacker role
Treat Adobe Illustrator as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Adobe Photoshop for the Ethical Hacker role
Treat Adobe Photoshop as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt PeopleSoft for the Ethical Hacker role
Treat PeopleSoft as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Adobe Creative Cloud for the Ethical Hacker role
Treat Adobe Creative Cloud as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Azure Functions for the Ethical Hacker role
Treat Azure Functions as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt GitLab for the Ethical Hacker role
Treat GitLab as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Twitter for the Ethical Hacker role
Treat Twitter as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Instagram for the Ethical Hacker role
Treat Instagram as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Google Analytics for the Ethical Hacker role
Treat Google Analytics as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Photoshop for the Ethical Hacker role
Treat Photoshop as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt LinkedIn for the Ethical Hacker role
Treat LinkedIn as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Port for the Ethical Hacker role
Treat Port as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Google Optimize for the Ethical Hacker role
Treat Google Optimize as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Microsoft Entity Framework for the Ethical Hacker role
Treat Microsoft Entity Framework as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Bloomberg Intelligence for the Ethical Hacker role
Treat Bloomberg Intelligence as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Tradeweb for the Ethical Hacker role
Treat Tradeweb as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Palo Alto Networks for the Ethical Hacker role
Treat Palo Alto Networks as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Crystal Reports for the Ethical Hacker role
Treat Crystal Reports as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt SharePoint for the Ethical Hacker role
Treat SharePoint as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Adobe Creative Suite for the Ethical Hacker role
Treat Adobe Creative Suite as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt Microsoft for the Ethical Hacker role
Treat Microsoft as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Adopt TeamCity for the Ethical Hacker role
Treat TeamCity as a first-class signal for the Ethical Hacker role's workflows and operational practices.
Integrate Apache DolphinScheduler into the Ethical Hacker toolchain
Wire Apache DolphinScheduler into the Ethical Hacker toolchain to make it part of the role's daily working set.
Integrate Apache AGE into the Ethical Hacker toolchain
Wire Apache AGE into the Ethical Hacker toolchain to make it part of the role's daily working set.
Integrate R into the Ethical Hacker toolchain
Wire R into the Ethical Hacker toolchain to make it part of the role's daily working set.
Integrate Angular into the Ethical Hacker toolchain
Wire Angular into the Ethical Hacker toolchain to make it part of the role's daily working set.
Integrate ClickHouse into the Ethical Hacker toolchain
Wire ClickHouse into the Ethical Hacker toolchain to make it part of the role's daily working set.
Integrate React Native into the Ethical Hacker toolchain
Wire React Native into the Ethical Hacker toolchain to make it part of the role's daily working set.
Integrate Elasticsearch into the Ethical Hacker toolchain
Wire Elasticsearch into the Ethical Hacker toolchain to make it part of the role's daily working set.
Integrate PowerShell into the Ethical Hacker toolchain
Wire PowerShell into the Ethical Hacker toolchain to make it part of the role's daily working set.
Integrate Apache SpamAssassin into the Ethical Hacker toolchain
Wire Apache SpamAssassin into the Ethical Hacker toolchain to make it part of the role's daily working set.
Integrate Apache Ant into the Ethical Hacker toolchain
Wire Apache Ant into the Ethical Hacker toolchain to make it part of the role's daily working set.
Integrate Semantic Kernel into the Ethical Hacker toolchain
Wire Semantic Kernel into the Ethical Hacker toolchain to make it part of the role's daily working set.
Integrate Matplotlib into the Ethical Hacker toolchain
Wire Matplotlib into the Ethical Hacker toolchain to make it part of the role's daily working set.
Adopt TCP/IP as a Ethical Hacker standard
Establish TCP/IP as a baseline standard the Ethical Hacker role works against.
Adopt Object-Oriented Programming as a Ethical Hacker standard
Establish Object-Oriented Programming as a baseline standard the Ethical Hacker role works against.
Adopt Lean Manufacturing as a Ethical Hacker standard
Establish Lean Manufacturing as a baseline standard the Ethical Hacker role works against.
Adopt Event Sourcing as a Ethical Hacker standard
Establish Event Sourcing as a baseline standard the Ethical Hacker role works against.
Adopt Entity Relationship as a Ethical Hacker standard
Establish Entity Relationship as a baseline standard the Ethical Hacker role works against.
Adopt Certificate Enrolment Protocols as a Ethical Hacker standard
Establish Certificate Enrolment Protocols as a baseline standard the Ethical Hacker role works against.
Adopt Dependency Injection as a Ethical Hacker standard
Establish Dependency Injection as a baseline standard the Ethical Hacker role works against.
Adopt Acceptance Criteria as a Ethical Hacker standard
Establish Acceptance Criteria as a baseline standard the Ethical Hacker role works against.
Adopt HTTP as a Ethical Hacker standard
Establish HTTP as a baseline standard the Ethical Hacker role works against.
Adopt Extreme Programming as a Ethical Hacker standard
Establish Extreme Programming as a baseline standard the Ethical Hacker role works against.
- Reinforcement Learning
- CI
- Active Directory
- Artificial Intelligence
- UI
- Operational Technologies
- ORM
- Data
- BI
- Deep Learning
- Electronic Data Interchange
- Machine Learning
- Search
- Rich Internet Applications
- Integrated Development Environments
- Business
- Contents
- Operations
- Management
- Application Programming Interfaces
- Wins
- Support
- Policies
- Development
- Controls
- Tracs
- Technologies
- Design
- Security
- DNS, DHCP, and IP Address Management
- Finances
- Communications
- Analytics
- Systems
- Services
- Codes
- Marketing
- Compliance
- Safes
- ERP
- Tests
- Strategies
- Performance
- Organizations
- Document Object Models
- Plannings
- Media
- Mails
- Excels
- Solutions
- Products
- Legal
- Learning
- Innovation
- Graphical User Interfaces
- Forms
- Events
- Deliveries
- Computer Aided Manufacturing
- Analysis
- Research
- Production
- Leaderships
- Engineering
- Digitals
- UX
- Software
- Platforms
- Tools
- Trainings
- Reportings
- Projects
- Maintenance
- Defis
- Hirings
- Computer Aided Design
- Computes
- Collaborations
- Applications
- Processes
- Integrity
- Efficiencies
- Educations
- Customer Service
- Audits
- Tasks
- Requirements
- Executions
- Functions
- Accounting
- Travels
- Certifications
- Integrations
- Tracking
- Presentations
- Enterprises
- Tainas
- Voice
- Updates
- Reviews
- Feedback
- Implementations
- Metrics
- Insurances
- Monitoring
- Meetings
- Assessments
- Ideas
- Infrastructure
- Databases
- Revenues
- Documentations
- Flexibilities
- Documents
- Project Management
- Continuous Improvements
- Onboardings
- Protocols
- Productivity
- Bridges
- Best Practices
- Modeling
- Timelines
- Scheduling
- Logistics
- Energies
- Human Resources
- Data Analysis
- Troubleshooting
- Operational Excellence
- Mentoring
- Networking
- Computer Sciences
- Robotic Process Automation
- Packages
- Measurements
- Customer Relationship Management
- Management Systems
- Libraries
- C
- Sales
- Words
- Webs
- Clouds
- Insights
- Employment
- Communities
- Social
- Safety
- LLM
- Adobe Campaign
- Pluralsight
- Adobe Illustrator
- Adobe Photoshop
- PeopleSoft
- Adobe Creative Cloud
- Azure Functions
- GitLab
- Google Analytics
- Photoshop
- Port
- Google Optimize
- Microsoft Entity Framework
- Bloomberg Intelligence
- Tradeweb
- Palo Alto Networks
- Crystal Reports
- SharePoint
- Adobe Creative Suite
- Microsoft
- TeamCity
- Youtube
- GitHub
- Datadog
- ZoomInfo
- Oracle Cloud
- Salesforce
- Veritas InfoScale
- Azure Log Analytics
- Microsoft Windows
- Microsoft Project
- HubSpot
- Shell
- Microsoft Office
- Circana
- Adobe Analytics
- ServiceNow
- New Relic
- Microsoft Edge
- Oracle Integration
- Microsoft Endpoint Manager
- Azure DevOps
- Salesforce Lightning
- Bloomberg Enterprise Data
- Microsoft Visio
- Microsoft Excel
- Amazon Web Services
- Unity
- Visio
- Make
- Google Forms
- Google Drive
- Microsoft Power Automate
- Microsoft Teams
- Navision
- Teradata
- Lightroom
- MailChimp
- WebSphere
- Azure Machine Learning
- Mastercard
- IntelliJ IDEA
- Workday
- Bloomberg AIM
- Square
- Salesforce Automation
- Bloomberg Economics
- Productiv
- Confluence
- AutoCAD
- Sparx Enterprise Architect
- Microsoft Word
- Box
- SolarWinds
- Merge
- Microsoft PowerPoint
- Power BI
- Dynatrace
- Oracle E-Business Suite
- Cloudflare
- Red Hat
- BigCommerce
- Adobe Launch
- SAP
- Microsoft Azure
- Red Hat Ansible Automation Platform
- Ansible Automation Platform
- CloudFormation
- Bitbucket
- Oracle GoldenGate
- Vantage
- Google Maps
- GitHub Actions
- Cisco
- Amazon S3
- Google Sheets
- Apache DolphinScheduler
- Apache AGE
- R
- Angular
- ClickHouse
- React Native
- Elasticsearch
- PowerShell
- Apache SpamAssassin
- Apache Ant
- Semantic Kernel
- Matplotlib
- TensorFlow
- Terraform
- Pandas
- Apache Spatial
- Apache SkyWalking
- Ethereum
- NumPy
- Apache Traffic Control
- Apache ORC
- Kubeflow
- Git
- Apache POI
- jQuery
- Python
- SonarQube
- Spring Boot
- Buildpacks
- Apache Flex
- Prometheus
- Apache Hop
- Apache Traffic Server
- Apache MINA
- Lean
- Apache NiFi
- Perl
- PostgreSQL
- Kotlin
- Scala
- Consul
- Apache Aries
- Dex
- React
- Apache Pivot
- OpenTelemetry
- Score
- Linux
- SPIRE
- WordPress
- Apache Roller
- Apache Streams
- Spring Boot Admin Console
- Apache Web Services
- Apache APR
- Apache Spark
- Keycloak
- Kafka Connect
- Kubernetes
- Jenkins
- Apache Rya
- Open Policy Agent
- C++
- Docker
- Node.js
- Spring Framework
- Spring
- C#
- SOPS
- Elastic Stack
- Kubernetes Operators
- Apache Kafka
- Elk Stack
- Elk
- Lima
- Vue.js
- Ansible
- PyTorch
- Vite
- Apache Velocity
- Vitess
- Apache
- Grafana
- Argo
- MongoDB
- MySQL
- Apache Storm
- Apache SINGA
- Swift
- Apache Portals
- werf
- Apache Hive
- Fluid
- Redis
- Flux
- Hashicorp Vault
- Vault
- Helm
- Apache Tcl
- Wireshark
- TCP/IP
- Object-Oriented Programming
- Lean Manufacturing
- Event Sourcing
- Entity Relationship
- Certificate Enrolment Protocols
- Dependency Injection
- Acceptance Criteria
- HTTP
- Extreme Programming
- Equator Principles
- NIO
- BLE
- WebSockets
- Specification
- SSO
- OCI
- SecOps
- SECURITY.md
- SPA
- REST
- ISO
- SUPPORT.md
- NIST
- Scaled Agile
- SAFe Agile
- Write Ahead Log
- Defense In Depth
- AIS
- Lean Management
- Standards
- Protocol Buffers
- Regulation
- Functional Programming
- Actor Model
- Standard Operating Procedures
- Methodology
- SQL
- Raft
- Regulatory
- LICENSE.md
- Event-driven Architecture
- CS
- IAM
- Agile Methodology
- Agile
- CONTRIBUTING.md
- MapReduce
- Enterprise Integration Patterns
- Integration Patterns
- Templates
- Data Models
- Quality Standards
- DevOps
- SDLC
- SSL/TLS
- RACI
- Technical Specifications
- Software Development Lifecycle
- Software Development Life Cycle
- Use Cases
- Accounting Standards
- Security Standards
- Test Plans
- HTML
- SOA
- Service Oriented Architecture
- XML
- Product Backlog
- Data Modeling
- Lean Six Sigma
- Standardization
- Product Specifications
- Prototypes
- Reactive Programming
- Scrum
- Internal Control Standards
- DNS
- OpenAPI
- Software Design Patterns
- ITIL
- Test Cases
- SSH
- Six Sigma
- User Stories
- Consensus
- ITSM
- Design Patterns
- RBAC
- MLOps
- Network Protocols
- JSON
- Runbooks
- GDPR
- Process Flow Diagrams
- Waterfall
- CODE_OF_CONDUCT.md
- Design Standards
- SOAP
- Security Standards And Procedures
This page aggregates Naftiko Signals data for the Ethical Hacker role across all 98 companies under coverage that exercise this role's vocabulary (services, tools, and standards). Aggregate signal score: 369,040.
Want to understand the methodology? See signals.naftiko.io.