Role · AI/Machine Learning
Prompt Engineer
Designs and optimizes prompts for AI systems; improves AI model outputs; creates effective human-AI interaction patterns
Impact Report — Prompt Engineer
_Domain: AI/Machine Learning · Companies tracked: 511 · Aggregate signal score: 1,182,181_
Summary
The Prompt Engineer role surfaces across 511 of the companies under Naftiko coverage, with an aggregate signal score of 1,182,181 across all scoring categories. This report aggregates the top areas of investment, services, tools, and standards that companies are investing in for the Prompt Engineer function.
Top scoring categories
- Talent & Organizational Design — score
53,804 - Data — score
42,622 - Cloud — score
30,817 - Artificial Intelligence — score
26,074 - Security — score
25,931 - Operations — score
25,694 - Code — score
25,588 - Governance — score
24,014
Top areas of investment
Reinforcement Learning, CI, Active Directory, Artificial Intelligence, UI, Operational Technologies, ORM, Electronic Data Interchange, Integrated Development Environments, BI, DNS, DHCP, and IP Address Management, Deep Learning, Business, Rich Internet Applications, Wins
Most-adopted services
Adobe Campaign, WhatsApp, Pluralsight, Adobe Illustrator, Adobe Photoshop, PeopleSoft, Adobe Creative Cloud, Twitter, Instagram, Google Analytics
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, Equator Principles
Top companies for this role
- Citi (match score
19) - Visa (match score
19) - JP Morgan Chase (match score
18) - Salesforce (match score
18) - Mastercard (match score
18) - Adobe (match score
18) - Seaboard (match score
18) - XPO (match score
18) - S&P Global (match score
18) - UnitedHealth Group (match score
18)
_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 (511 total)
Adopt Adobe Campaign for the Prompt Engineer role
Treat Adobe Campaign as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt WhatsApp for the Prompt Engineer role
Treat WhatsApp as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Pluralsight for the Prompt Engineer role
Treat Pluralsight as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Adobe Illustrator for the Prompt Engineer role
Treat Adobe Illustrator as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Adobe Photoshop for the Prompt Engineer role
Treat Adobe Photoshop as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt PeopleSoft for the Prompt Engineer role
Treat PeopleSoft as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Adobe Creative Cloud for the Prompt Engineer role
Treat Adobe Creative Cloud as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Twitter for the Prompt Engineer role
Treat Twitter as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Instagram for the Prompt Engineer role
Treat Instagram as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Google Analytics for the Prompt Engineer role
Treat Google Analytics as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Photoshop for the Prompt Engineer role
Treat Photoshop as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt LinkedIn for the Prompt Engineer role
Treat LinkedIn as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Port for the Prompt Engineer role
Treat Port as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Microsoft Entity Framework for the Prompt Engineer role
Treat Microsoft Entity Framework as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Palo Alto Networks for the Prompt Engineer role
Treat Palo Alto Networks as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Crystal Reports for the Prompt Engineer role
Treat Crystal Reports as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt SharePoint for the Prompt Engineer role
Treat SharePoint as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Microsoft for the Prompt Engineer role
Treat Microsoft as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt GitHub for the Prompt Engineer role
Treat GitHub as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Datadog for the Prompt Engineer role
Treat Datadog as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Veritas InfoScale for the Prompt Engineer role
Treat Veritas InfoScale as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Sparx Enterprise Architect for the Prompt Engineer role
Treat Sparx Enterprise Architect as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Azure Functions for the Prompt Engineer role
Treat Azure Functions as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Google Optimize for the Prompt Engineer role
Treat Google Optimize as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Adopt Bloomberg Intelligence for the Prompt Engineer role
Treat Bloomberg Intelligence as a first-class signal for the Prompt Engineer role's workflows and operational practices.
Integrate Apache DolphinScheduler into the Prompt Engineer toolchain
Wire Apache DolphinScheduler into the Prompt Engineer toolchain to make it part of the role's daily working set.
Integrate Apache AGE into the Prompt Engineer toolchain
Wire Apache AGE into the Prompt Engineer toolchain to make it part of the role's daily working set.
Integrate R into the Prompt Engineer toolchain
Wire R into the Prompt Engineer toolchain to make it part of the role's daily working set.
Integrate Angular into the Prompt Engineer toolchain
Wire Angular into the Prompt Engineer toolchain to make it part of the role's daily working set.
Integrate ClickHouse into the Prompt Engineer toolchain
Wire ClickHouse into the Prompt Engineer toolchain to make it part of the role's daily working set.
Integrate React Native into the Prompt Engineer toolchain
Wire React Native into the Prompt Engineer toolchain to make it part of the role's daily working set.
Integrate Elasticsearch into the Prompt Engineer toolchain
Wire Elasticsearch into the Prompt Engineer toolchain to make it part of the role's daily working set.
Integrate PowerShell into the Prompt Engineer toolchain
Wire PowerShell into the Prompt Engineer toolchain to make it part of the role's daily working set.
Integrate Apache SpamAssassin into the Prompt Engineer toolchain
Wire Apache SpamAssassin into the Prompt Engineer toolchain to make it part of the role's daily working set.
Integrate Apache Ant into the Prompt Engineer toolchain
Wire Apache Ant into the Prompt Engineer toolchain to make it part of the role's daily working set.
Integrate Semantic Kernel into the Prompt Engineer toolchain
Wire Semantic Kernel into the Prompt Engineer toolchain to make it part of the role's daily working set.
Integrate Matplotlib into the Prompt Engineer toolchain
Wire Matplotlib into the Prompt Engineer toolchain to make it part of the role's daily working set.
Adopt TCP/IP as a Prompt Engineer standard
Establish TCP/IP as a baseline standard the Prompt Engineer role works against.
Adopt Object-Oriented Programming as a Prompt Engineer standard
Establish Object-Oriented Programming as a baseline standard the Prompt Engineer role works against.
Adopt Lean Manufacturing as a Prompt Engineer standard
Establish Lean Manufacturing as a baseline standard the Prompt Engineer role works against.
Adopt Event Sourcing as a Prompt Engineer standard
Establish Event Sourcing as a baseline standard the Prompt Engineer role works against.
Adopt Entity Relationship as a Prompt Engineer standard
Establish Entity Relationship as a baseline standard the Prompt Engineer role works against.
Adopt Certificate Enrolment Protocols as a Prompt Engineer standard
Establish Certificate Enrolment Protocols as a baseline standard the Prompt Engineer role works against.
Adopt Dependency Injection as a Prompt Engineer standard
Establish Dependency Injection as a baseline standard the Prompt Engineer role works against.
Adopt Acceptance Criteria as a Prompt Engineer standard
Establish Acceptance Criteria as a baseline standard the Prompt Engineer role works against.
Adopt HTTP as a Prompt Engineer standard
Establish HTTP as a baseline standard the Prompt Engineer role works against.
Adopt Equator Principles as a Prompt Engineer standard
Establish Equator Principles as a baseline standard the Prompt Engineer role works against.
- Reinforcement Learning
- CI
- Active Directory
- Artificial Intelligence
- UI
- Operational Technologies
- ORM
- Electronic Data Interchange
- Integrated Development Environments
- BI
- DNS, DHCP, and IP Address Management
- Deep Learning
- Business
- Rich Internet Applications
- Wins
- Support
- Machine Learning
- Tracs
- Systems
- Performance
- Data
- Development
- Design
- Services
- ERP
- Graphical User Interfaces
- Operations
- Management
- Technologies
- Tests
- Excels
- Trainings
- Application Programming Interfaces
- Tools
- Solutions
- C
- Organizations
- Media
- Products
- Forms
- Communications
- Platforms
- Safes
- Learning
- Leaderships
- Collaborations
- Search
- Strategies
- Document Object Models
- Computer Aided Manufacturing
- Policies
- Educations
- Sales
- Plannings
- Events
- Defis
- Controls
- Innovation
- Deliveries
- Computer Aided Design
- Requirements
- Webs
- Legal
- Analysis
- Research
- Digitals
- Software
- Reportings
- Travels
- Applications
- Compliance
- Projects
- Communities
- Efficiencies
- Security
- Marketing
- Engineering
- UX
- Employment
- Computes
- Processes
- Codes
- Maintenance
- Finances
- Mails
- Production
- Insights
- Tainas
- Integrations
- Customer Service
- Audits
- Functions
- Analytics
- Contents
- Tasks
- Safety
- Executions
- Implementations
- Presentations
- Enterprises
- Administration
- Foundations
- Words
- Updates
- Feedback
- Revenues
- Tracking
- Infrastructure
- Integrity
- Certifications
- Protection
- Metrics
- Monitoring
- Distributions
- Markets
- Assessments
- Workflows
- Emails
- Best Practices
- Social
- Reviews
- Automation
- Ideas
- Documents
- Accounting
- Valuations
- Intelligence
- Application Lifecycle Management
- Administratives
- Meetings
- Documentations
- Flexibilities
- Awareness
- QA
- Voice
- Frameworks
- Equipments
- Productivity
- Clouds
- Reliabilities
- Insurances
- Pipelines
- Investments
- Governance
- Clients
- Optimizations
- Databases
- Project Management
- Accountability
- Deployments
- Adobe Campaign
- Pluralsight
- Adobe Illustrator
- Adobe Photoshop
- PeopleSoft
- Adobe Creative Cloud
- Google Analytics
- Photoshop
- Port
- Microsoft Entity Framework
- Palo Alto Networks
- Crystal Reports
- SharePoint
- Microsoft
- GitHub
- Datadog
- Veritas InfoScale
- Sparx Enterprise Architect
- Azure Functions
- Google Optimize
- Bloomberg Intelligence
- Tradeweb
- Salesforce
- Azure Log Analytics
- GitLab
- Adobe Creative Suite
- TeamCity
- Microsoft Windows
- Shell
- Microsoft Visio
- Visio
- Youtube
- Oracle Cloud
- Microsoft Edge
- Unity
- Microsoft Office
- Microsoft Endpoint Manager
- Google Drive
- ZoomInfo
- Circana
- Salesforce Lightning
- Microsoft Excel
- Make
- Microsoft Project
- Azure DevOps
- HubSpot
- Google Forms
- Microsoft Teams
- Microsoft Power Automate
- Square
- ServiceNow
- New Relic
- IntelliJ IDEA
- Bloomberg Enterprise Data
- Adobe Analytics
- Amazon Web Services
- Azure Machine Learning
- Oracle Integration
- Navision
- WebSphere
- Teradata
- Red Hat
- Workday
- SolarWinds
- Bloomberg AIM
- Productiv
- MailChimp
- Mastercard
- Microsoft Word
- Salesforce Automation
- Dynatrace
- Bloomberg Economics
- Lightroom
- Oracle E-Business Suite
- Adobe Launch
- BigCommerce
- CloudFormation
- Merge
- Cloudflare
- Box
- Microsoft Outlook
- Google Apps Script
- Bitbucket
- Microsoft PowerPoint
- Vantage
- Hugging Face
- SAP
- Confluence
- Meta
- AutoCAD
- Google Sheets
- GitHub Actions
- Google Maps
- Red Hat Ansible Automation Platform
- Ansible Automation Platform
- Power BI
- Apache DolphinScheduler
- Apache AGE
- R
- Angular
- ClickHouse
- React Native
- Elasticsearch
- PowerShell
- Apache SpamAssassin
- Apache Ant
- Semantic Kernel
- Matplotlib
- TensorFlow
- Apache Spatial
- Terraform
- Ethereum
- Python
- Apache POI
- Apache SkyWalking
- Prometheus
- Apache ORC
- Kubeflow
- Apache MINA
- Pandas
- NumPy
- Git
- Spring Boot
- Apache Traffic Control
- jQuery
- Buildpacks
- SonarQube
- Apache Flex
- Apache Hop
- Apache Traffic Server
- Lean
- Apache Aries
- PostgreSQL
- Consul
- Apache NiFi
- Scala
- Kotlin
- Dex
- SPIRE
- Perl
- React
- Apache Pivot
- Spring Boot Admin Console
- Apache APR
- Score
- WordPress
- Apache Roller
- OpenTelemetry
- Spring Framework
- Spring
- Apache Streams
- Keycloak
- Kafka Connect
- Open Policy Agent
- Apache Rya
- Lima
- Vite
- Kubernetes Operators
- Apache Spark
- SOPS
- Argo
- Apache Web Services
- Fluid
- Kubernetes
- Linux
- Docker
- Vitess
- Vue.js
- Elastic Stack
- Node.js
- Elk Stack
- Elk
- Apache SINGA
- C++
- Porter
- C#
- Apache Hive
- werf
- Jenkins
- Apache Storm
- Swift
- Apache Velocity
- PyTorch
- Apache Kafka
- Apache FreeMarker
- Apache Drill
- Chef
- Apache Portals
- Rook
- Ansible
- Helm
- Apache Phoenix
- Apache Tcl
- Apache
- Flux
- ORAS
- TCP/IP
- Object-Oriented Programming
- Lean Manufacturing
- Event Sourcing
- Entity Relationship
- Certificate Enrolment Protocols
- Dependency Injection
- Acceptance Criteria
- HTTP
- Equator Principles
- Extreme Programming
- BLE
- Specification
- WebSockets
- OCI
- SecOps
- SPA
- REST
- SUPPORT.md
- NIO
- SSO
- ISO
- NIST
- AIS
- CS
- Scaled Agile
- SAFe Agile
- Defense In Depth
- Write Ahead Log
- Standards
- SECURITY.md
- Lean Management
- Regulation
- Actor Model
- Regulatory
- Standard Operating Procedures
- Protocol Buffers
- Raft
- Event-driven Architecture
- Functional Programming
- LICENSE.md
- Methodology
- CONTRIBUTING.md
- SSL/TLS
- MapReduce
- IAM
- Agile Methodology
- Agile
- SQL
- Enterprise Integration Patterns
- Integration Patterns
- RACI
- Quality Standards
- Templates
- OpenAPI
- Prototypes
- Accounting Standards
- DevOps
- Technical Specifications
- Data Models
- Use Cases
- Internal Control Standards
- Standardization
- HTML
- Lean Six Sigma
- Product Backlog
- SOA
- Service Oriented Architecture
- Data Modeling
- Reactive Programming
- Scrum
- XML
- Product Specifications
- Security Standards
- CODE_OF_CONDUCT.md
- SDLC
- Six Sigma
- Consensus
- Test Plans
- Software Development Lifecycle
- Software Development Life Cycle
- ITSM
- OSHA
- Design Standards
- Software Design Patterns
- ITIL
- User Stories
- GDPR
- Convention Over Configuration
- Design Patterns
- SSH
- Schema Validation
- FinOps
- Process Flow Diagrams
- RBAC
- Security Standards And Procedures
- DNS
- MLOps
- Runbooks
This page aggregates Naftiko Signals data for the Prompt Engineer role across all 511 companies under coverage that exercise this role's vocabulary (services, tools, and standards). Aggregate signal score: 1,182,181.
Want to understand the methodology? See signals.naftiko.io.