Role · Business PM
Data Modeler
Defines what data an organization needs and how to structure it for maximum effectiveness
Impact Report — Data Modeler
_Domain: Business PM · Companies tracked: 570 · Aggregate signal score: 1,268,831_
Summary
The Data Modeler role surfaces across 570 of the companies under Naftiko coverage, with an aggregate signal score of 1,268,831 across all scoring categories. This report aggregates the top areas of investment, services, tools, and standards that companies are investing in for the Data Modeler function.
Top scoring categories
- Talent & Organizational Design — score
58,286 - Data — score
46,396 - Cloud — score
32,899 - Code — score
27,672 - Security — score
27,665 - Operations — score
27,623 - Artificial Intelligence — score
27,117 - Governance — score
26,461
Top areas of investment
Reinforcement Learning, CI, Active Directory, Artificial Intelligence, UI, Operational Technologies, ORM, BI, Electronic Data Interchange, Integrated Development Environments, Tracs, Tests, Data, Business, Support
Most-adopted services
Adobe Campaign, WhatsApp, Pluralsight, Adobe Illustrator, Adobe Photoshop, PeopleSoft, Adobe Creative Cloud, Azure Functions, GitLab, Twitter
Most-adopted tools
Apache AGE, R, Angular, ClickHouse, React Native, Elasticsearch, PowerShell, Apache SpamAssassin, Apache Ant, Semantic Kernel
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
- JP Morgan Chase (match score
25) - Citi (match score
25) - Salesforce (match score
25) - Seaboard (match score
25) - XPO (match score
25) - ING (match score
25) - Blackrock (match score
25) - Disney (match score
25) - Walt Disney (match score
25) - CBS (Paramount Global) (match score
25)
_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 (570 total)
Adopt Adobe Campaign for the Data Modeler role
Treat Adobe Campaign as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt WhatsApp for the Data Modeler role
Treat WhatsApp as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Pluralsight for the Data Modeler role
Treat Pluralsight as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Adobe Illustrator for the Data Modeler role
Treat Adobe Illustrator as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Adobe Photoshop for the Data Modeler role
Treat Adobe Photoshop as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt PeopleSoft for the Data Modeler role
Treat PeopleSoft as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Adobe Creative Cloud for the Data Modeler role
Treat Adobe Creative Cloud as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Azure Functions for the Data Modeler role
Treat Azure Functions as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt GitLab for the Data Modeler role
Treat GitLab as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Twitter for the Data Modeler role
Treat Twitter as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Instagram for the Data Modeler role
Treat Instagram as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Google Analytics for the Data Modeler role
Treat Google Analytics as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Photoshop for the Data Modeler role
Treat Photoshop as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt LinkedIn for the Data Modeler role
Treat LinkedIn as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Port for the Data Modeler role
Treat Port as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Google Optimize for the Data Modeler role
Treat Google Optimize as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Microsoft Entity Framework for the Data Modeler role
Treat Microsoft Entity Framework as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Bloomberg Intelligence for the Data Modeler role
Treat Bloomberg Intelligence as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Tradeweb for the Data Modeler role
Treat Tradeweb as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Palo Alto Networks for the Data Modeler role
Treat Palo Alto Networks as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Crystal Reports for the Data Modeler role
Treat Crystal Reports as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt SharePoint for the Data Modeler role
Treat SharePoint as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Microsoft for the Data Modeler role
Treat Microsoft as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt GitHub for the Data Modeler role
Treat GitHub as a first-class signal for the Data Modeler role's workflows and operational practices.
Adopt Datadog for the Data Modeler role
Treat Datadog as a first-class signal for the Data Modeler role's workflows and operational practices.
Integrate Apache AGE into the Data Modeler toolchain
Wire Apache AGE into the Data Modeler toolchain to make it part of the role's daily working set.
Integrate R into the Data Modeler toolchain
Wire R into the Data Modeler toolchain to make it part of the role's daily working set.
Integrate Angular into the Data Modeler toolchain
Wire Angular into the Data Modeler toolchain to make it part of the role's daily working set.
Integrate ClickHouse into the Data Modeler toolchain
Wire ClickHouse into the Data Modeler toolchain to make it part of the role's daily working set.
Integrate React Native into the Data Modeler toolchain
Wire React Native into the Data Modeler toolchain to make it part of the role's daily working set.
Integrate Elasticsearch into the Data Modeler toolchain
Wire Elasticsearch into the Data Modeler toolchain to make it part of the role's daily working set.
Integrate PowerShell into the Data Modeler toolchain
Wire PowerShell into the Data Modeler toolchain to make it part of the role's daily working set.
Integrate Apache SpamAssassin into the Data Modeler toolchain
Wire Apache SpamAssassin into the Data Modeler toolchain to make it part of the role's daily working set.
Integrate Apache Ant into the Data Modeler toolchain
Wire Apache Ant into the Data Modeler toolchain to make it part of the role's daily working set.
Integrate Semantic Kernel into the Data Modeler toolchain
Wire Semantic Kernel into the Data Modeler toolchain to make it part of the role's daily working set.
Integrate Matplotlib into the Data Modeler toolchain
Wire Matplotlib into the Data Modeler toolchain to make it part of the role's daily working set.
Integrate TensorFlow into the Data Modeler toolchain
Wire TensorFlow into the Data Modeler toolchain to make it part of the role's daily working set.
Adopt TCP/IP as a Data Modeler standard
Establish TCP/IP as a baseline standard the Data Modeler role works against.
Adopt Object-Oriented Programming as a Data Modeler standard
Establish Object-Oriented Programming as a baseline standard the Data Modeler role works against.
Adopt Lean Manufacturing as a Data Modeler standard
Establish Lean Manufacturing as a baseline standard the Data Modeler role works against.
Adopt Event Sourcing as a Data Modeler standard
Establish Event Sourcing as a baseline standard the Data Modeler role works against.
Adopt Entity Relationship as a Data Modeler standard
Establish Entity Relationship as a baseline standard the Data Modeler role works against.
Adopt Certificate Enrolment Protocols as a Data Modeler standard
Establish Certificate Enrolment Protocols as a baseline standard the Data Modeler role works against.
Adopt Dependency Injection as a Data Modeler standard
Establish Dependency Injection as a baseline standard the Data Modeler role works against.
Adopt Acceptance Criteria as a Data Modeler standard
Establish Acceptance Criteria as a baseline standard the Data Modeler role works against.
Adopt HTTP as a Data Modeler standard
Establish HTTP as a baseline standard the Data Modeler role works against.
Adopt Extreme Programming as a Data Modeler standard
Establish Extreme Programming as a baseline standard the Data Modeler role works against.
- Reinforcement Learning
- CI
- Active Directory
- Artificial Intelligence
- UI
- Operational Technologies
- ORM
- BI
- Electronic Data Interchange
- Integrated Development Environments
- Tracs
- Tests
- Data
- Business
- Support
- Design
- Systems
- ERP
- Deep Learning
- Rich Internet Applications
- Wins
- Development
- Technologies
- Solutions
- Platforms
- Management
- Operations
- Services
- Performance
- Graphical User Interfaces
- Forms
- Search
- Communications
- Compliance
- Strategies
- Machine Learning
- Controls
- DNS, DHCP, and IP Address Management
- Excels
- Deliveries
- Analysis
- Tools
- C
- Application Programming Interfaces
- Organizations
- Plannings
- Products
- Leaderships
- Reportings
- Collaborations
- Media
- Trainings
- Defis
- Requirements
- Policies
- Research
- Applications
- Legal
- Engineering
- Projects
- Security
- Learning
- Software
- Functions
- Safes
- Innovation
- Efficiencies
- Processes
- Educations
- Enterprises
- Implementations
- Integrations
- Document Object Models
- Events
- Computes
- Audits
- Executions
- Travels
- Production
- Finances
- Analytics
- Monitoring
- Sales
- Maintenance
- Codes
- Marketing
- Reviews
- Documentations
- Tasks
- Administration
- Insights
- Communities
- Integrity
- Infrastructure
- Employment
- Presentations
- Computer Aided Design
- Tracking
- Automation
- Workflows
- Digitals
- Metrics
- Certifications
- Mails
- Meetings
- Best Practices
- Safety
- Frameworks
- Valuations
- Computer Aided Manufacturing
- UX
- Tainas
- Continuous Improvements
- Customer Service
- Updates
- Feedback
- Assessments
- Revenues
- Project Management
- Accounting
- Governance
- Optimizations
- Documents
- Words
- Intelligence
- Distributions
- Administratives
- Accountability
- Webs
- Evaluations
- Clouds
- Reliabilities
- Pipelines
- Architectures
- Contents
- Databases
- Productivity
- Protection
- Ideas
- Pricings
- Emails
- Foundations
- Equipments
- Markets
- Timelines
- Process Improvements
- Deployments
- Voice
- Flexibilities
- Transformations
- 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
- Microsoft
- GitHub
- Datadog
- Veritas InfoScale
- Sparx Enterprise Architect
- Adobe Creative Suite
- Youtube
- Azure Log Analytics
- TeamCity
- Salesforce
- Microsoft Windows
- Microsoft Project
- Google Drive
- Oracle Cloud
- Shell
- Microsoft Office
- Microsoft Endpoint Manager
- Salesforce Lightning
- Google Forms
- Microsoft Teams
- ZoomInfo
- Circana
- Microsoft Visio
- Unity
- Visio
- Microsoft Edge
- Microsoft Excel
- Make
- IntelliJ IDEA
- Microsoft Power Automate
- Azure DevOps
- HubSpot
- Square
- Adobe Analytics
- Amazon Web Services
- Azure Machine Learning
- Oracle Integration
- Productiv
- ServiceNow
- New Relic
- Salesforce Automation
- Navision
- Bloomberg Enterprise Data
- Workday
- Microsoft Word
- WebSphere
- Teradata
- SolarWinds
- Red Hat
- Bloomberg AIM
- Dynatrace
- MailChimp
- Mastercard
- Bloomberg Economics
- SAP
- Microsoft PowerPoint
- Microsoft Outlook
- Merge
- CloudFormation
- Adobe Launch
- Power BI
- Oracle E-Business Suite
- Confluence
- Cloudflare
- Box
- Google Apps Script
- Lightroom
- Vantage
- BigCommerce
- Google Sheets
- Bitbucket
- Meta
- AutoCAD
- Red Hat Ansible Automation Platform
- Ansible Automation Platform
- Google Maps
- Microsoft Azure
- Oracle
- Apache AGE
- R
- Angular
- ClickHouse
- React Native
- Elasticsearch
- PowerShell
- Apache SpamAssassin
- Apache Ant
- Semantic Kernel
- Matplotlib
- TensorFlow
- Terraform
- Apache Spatial
- Apache DolphinScheduler
- Ethereum
- Apache ORC
- Apache POI
- Apache SkyWalking
- Kubeflow
- Prometheus
- Buildpacks
- NumPy
- Git
- Pandas
- Apache Traffic Control
- Scala
- Apache MINA
- Spring Boot
- Apache Flex
- SonarQube
- Lean
- Consul
- PostgreSQL
- jQuery
- Python
- Apache NiFi
- Apache Aries
- Apache Traffic Server
- Apache Hop
- Kotlin
- Dex
- Perl
- Apache Pivot
- React
- SPIRE
- Spring Boot Admin Console
- Apache Roller
- OpenTelemetry
- Apache APR
- Score
- Apache Streams
- WordPress
- Spring Framework
- Spring
- Kubernetes Operators
- Keycloak
- Kafka Connect
- Open Policy Agent
- Lima
- Apache Rya
- SOPS
- Apache Spark
- Vite
- Linux
- Apache Web Services
- Argo
- Kubernetes
- Fluid
- Docker
- Node.js
- C#
- C++
- Vitess
- Vue.js
- Elastic Stack
- Elk Stack
- Elk
- Apache SINGA
- Apache Storm
- Jenkins
- Porter
- Apache Hive
- Apache Drill
- werf
- Swift
- Apache Velocity
- PyTorch
- Apache Portals
- Apache Kafka
- Apache FreeMarker
- Ansible
- Chef
- Apache Phoenix
- Rook
- Helm
- Flux
- Apache
- Apache Tcl
- Hashicorp Vault
- TCP/IP
- Object-Oriented Programming
- Lean Manufacturing
- Event Sourcing
- Entity Relationship
- Certificate Enrolment Protocols
- Dependency Injection
- Acceptance Criteria
- HTTP
- Extreme Programming
- Equator Principles
- BLE
- WebSockets
- Specification
- ISO
- SUPPORT.md
- NIO
- SecOps
- SSO
- REST
- OCI
- SPA
- NIST
- Defense In Depth
- CS
- Scaled Agile
- SECURITY.md
- AIS
- Standards
- SAFe Agile
- Write Ahead Log
- Lean Management
- Regulatory
- Regulation
- Standard Operating Procedures
- Actor Model
- Methodology
- Protocol Buffers
- LICENSE.md
- Functional Programming
- Raft
- Event-driven Architecture
- SQL
- CONTRIBUTING.md
- Agile Methodology
- Agile
- IAM
- MapReduce
- SSL/TLS
- Enterprise Integration Patterns
- Integration Patterns
- Quality Standards
- Templates
- Data Models
- RACI
- Technical Specifications
- Internal Control Standards
- Standardization
- Accounting Standards
- DevOps
- Prototypes
- OpenAPI
- Lean Six Sigma
- Use Cases
- Data Modeling
- HTML
- Product Backlog
- SOA
- Service Oriented Architecture
- SDLC
- Scrum
- Security Standards
- Test Plans
- Software Development Lifecycle
- Six Sigma
- Product Specifications
- XML
- Consensus
- Reactive Programming
- Software Development Life Cycle
- OSHA
- CODE_OF_CONDUCT.md
- Design Standards
- ITIL
- ITSM
- Software Design Patterns
- User Stories
- Design Patterns
- Schema Validation
- Security Standards And Procedures
- Process Flow Diagrams
- SSH
- GDPR
- FinOps
- RBAC
- DNS
- Convention Over Configuration
- Test Cases
- Runbooks
- SOAP
This page aggregates Naftiko Signals data for the Data Modeler role across all 570 companies under coverage that exercise this role's vocabulary (services, tools, and standards). Aggregate signal score: 1,268,831.
Want to understand the methodology? See signals.naftiko.io.