Role · Business PM

Data Architect

Designs and builds systems for collecting, processing and storing data for analysis

693 companies 1,353,836 signal score

Impact Report — Data Architect

_Domain: Business PM · Companies tracked: 693 · Aggregate signal score: 1,353,836_

Summary

The Data Architect role surfaces across 693 of the companies under Naftiko coverage, with an aggregate signal score of 1,353,836 across all scoring categories. This report aggregates the top areas of investment, services, tools, and standards that companies are investing in for the Data Architect function.

Top scoring categories

  • Talent & Organizational Design — score 62,954
  • Data — score 48,716
  • Cloud — score 34,588
  • Code — score 29,738
  • Security — score 29,591
  • Operations — score 29,124
  • Governance — score 28,567
  • Artificial Intelligence — score 28,498

Top areas of investment

CI, Active Directory, Artificial Intelligence, UI, Operational Technologies, ORM, BI, Electronic Data Interchange, Integrated Development Environments, Reinforcement Learning, Business, Rich Internet Applications, Support, Systems, Wins

Most-adopted services

Adobe Campaign, WhatsApp, Pluralsight, Adobe Illustrator, Adobe Photoshop, PeopleSoft, Adobe Creative Cloud, Azure Functions, Twitter, Instagram

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, Equator Principles

Top companies for this role

  • Salesforce (match score 18)
  • General Motors (match score 18)
  • Energy Transfer (match score 18)
  • JP Morgan Chase (match score 17)
  • EY (match score 17)
  • Citi (match score 17)
  • Bosch (match score 17)
  • Mastercard (match score 17)
  • Adobe (match score 17)
  • Range Resources (match score 17)

_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 (693 total)

Salesforcematch 182,966General Motorsmatch 182,418Energy Transfermatch 182,397JP Morgan Chasematch 173,695EYmatch 173,052Citimatch 173,033Boschmatch 172,904Mastercardmatch 172,882Adobematch 172,849Range Resourcesmatch 172,829Barclaysmatch 172,802Inditexmatch 172,728Seaboardmatch 172,671XPOmatch 172,671Kyndryl Holdingsmatch 172,639S&P Globalmatch 172,629Amgenmatch 172,609UnitedHealth Groupmatch 172,524Sanofimatch 172,402Cignamatch 172,393Gxo Logisticsmatch 172,369Disneymatch 172,352Walt Disneymatch 172,344Boeingmatch 172,325Northrop Grummanmatch 172,310F5match 172,243Johnson & Johnsonmatch 172,222Netflixmatch 172,203Eli Lillymatch 172,152Spotifymatch 172,099A-Mark Precious Metalsmatch 172,094CNX Resourcesmatch 172,093Concentrixmatch 172,093CBS (Paramount Global)match 172,080Warner Bros. Discoverymatch 172,078Arrow Electronicsmatch 171,976Sanminamatch 171,919Paramountmatch 171,917Becton Dickinsonmatch 171,896IQVIAmatch 171,896Novartismatch 171,889AstraZenecamatch 171,835TD SYNNEXmatch 171,825Dell Technologiesmatch 171,823Moodysmatch 171,757Whiting Petroleummatch 171,752Pfizermatch 171,737Sempramatch 171,484Regeneron Pharmaceuticalsmatch 171,475Ameriprise Financialmatch 171,466Popularmatch 171,452Rackspace Technologymatch 171,442Kaiser Permanentematch 171,402Collibramatch 171,354Blackrockmatch 162,505Thomson Reutersmatch 162,391Analog Devicesmatch 162,085BPmatch 162,016Cencoramatch 161,976Philip Morrismatch 161,954Zurich Insurancematch 161,940Shopifymatch 161,850Intuitmatch 161,794ADPmatch 161,741Volkswagenmatch 161,695Fox Corporationmatch 161,659Nikematch 161,400Resideo Technologiesmatch 161,3573Mmatch 161,343Otis Worldwidematch 161,301NOVmatch 161,204Conagra Brandsmatch 16986Biogenmatch 16918Visamatch 152,973Juniper Networksmatch 152,698Standard Charteredmatch 152,653Accenturematch 152,508Newmontmatch 152,446Rabobankmatch 152,443Motorola Solutionsmatch 152,443Capital Onematch 152,421Jones Lang LaSallematch 152,196Equinixmatch 152,189Manulifematch 152,168Fiservmatch 152,132Northern Trustmatch 152,106SS AND C Technologiesmatch 152,084US Bancorpmatch 152,042JPMorgan Chasematch 151,928GEICOmatch 151,918Gartnermatch 151,906McKessonmatch 151,897PACCARmatch 151,851AT&Tmatch 151,833Benchmark Electronicsmatch 151,803AT&Tmatch 151,781PwCmatch 151,731Transunionmatch 151,682Royal Caribbean Groupmatch 151,576Ares Managementmatch 151,536BMWmatch 151,509GSKmatch 151,507Xylemmatch 151,483Marvell Technologymatch 151,466Synopsysmatch 151,466Oraclematch 151,459Nordstrommatch 151,367Ross Storesmatch 151,367Designer Brandsmatch 151,367Labcorpmatch 151,349Scotiabankmatch 151,335CarMaxmatch 151,243PVHmatch 151,229Vertex Pharmaceuticalsmatch 151,175Light & Wondermatch 151,150Tyson Foodsmatch 151,129Gapmatch 151,111First American Financialmatch 151,102Nationwidematch 151,060Exact Sciencesmatch 151,010USAAmatch 15892Valmont Industriesmatch 15842Leidosmatch 143,030Fidelity National Information Services (FIS)match 142,338Lenovomatch 141,897HPmatch 141,888Bank of Americamatch 141,882Charles Schwabmatch 141,661Wells Fargomatch 141,656ABN AMROmatch 141,627Bayermatch 141,621Icahn Enterprisesmatch 141,615CDWmatch 141,612Mondelez Internationalmatch 141,599Nasdaqmatch 141,569M&T Bankmatch 141,564Synovus Financialmatch 141,549Live Nation Entertainmentmatch 141,544Freddie Macmatch 141,542Prudential Financialmatch 141,537Edwards Lifesciencesmatch 141,383Voya Financialmatch 141,257Western Alliance Bancorp.match 141,251Exxon Mobilmatch 141,241Assurantmatch 141,241T. Rowe Pricematch 141,236Skechers U.S.A.match 141,230Colgate Palmolivematch 141,163Henry Scheinmatch 141,123Legomatch 141,078Northwestern Mutualmatch 141,033Entegrismatch 14944Progressivematch 14937FirstEnergymatch 14914Dowmatch 14818TJX Companiesmatch 14785Valvolinematch 14415Autodeskmatch 132,564INGmatch 132,509Splunkmatch 132,370Lockheed Martinmatch 132,270Post Holdingsmatch 132,122Comcastmatch 132,104Amazonmatch 132,100CrowdStrikematch 131,992Hartford Financial Services Groupmatch 131,918AbbViematch 131,903Workdaymatch 131,875ServiceNowmatch 131,844Resmedmatch 131,811Allstatematch 131,740Samsungmatch 131,705Elevance Healthmatch 131,449Teledyne Technologiesmatch 131,407Chevronmatch 131,398Bentley Systemsmatch 131,328Texacomatch 131,310Alightmatch 131,308Franklin Resourcesmatch 131,257Shellmatch 131,246Regeneronmatch 131,244Citizens Financial Groupmatch 131,233Carnival Corporationmatch 131,231Envista Holdingsmatch 131,228AGCOmatch 131,220BNP Paribasmatch 131,102Watscomatch 131,070Parsons Corporationmatch 13956ConocoPhillipsmatch 13857Marathon Oilmatch 13853Cloroxmatch 13813Condé Nastmatch 13777Global Partners LPmatch 13765Scotts Miracle Gromatch 13735Deloittematch 13697Cinemark Holdingsmatch 13574Maerskmatch 121,895Global Paymentsmatch 121,865Elseviermatch 121,771Jabilmatch 121,677
Adopt Adobe Campaign for the Data Architect role

Treat Adobe Campaign as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt WhatsApp for the Data Architect role

Treat WhatsApp as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Pluralsight for the Data Architect role

Treat Pluralsight as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Adobe Illustrator for the Data Architect role

Treat Adobe Illustrator as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Adobe Photoshop for the Data Architect role

Treat Adobe Photoshop as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt PeopleSoft for the Data Architect role

Treat PeopleSoft as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Adobe Creative Cloud for the Data Architect role

Treat Adobe Creative Cloud as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Azure Functions for the Data Architect role

Treat Azure Functions as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Twitter for the Data Architect role

Treat Twitter as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Instagram for the Data Architect role

Treat Instagram as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Google Analytics for the Data Architect role

Treat Google Analytics as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Photoshop for the Data Architect role

Treat Photoshop as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt LinkedIn for the Data Architect role

Treat LinkedIn as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Port for the Data Architect role

Treat Port as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Google Optimize for the Data Architect role

Treat Google Optimize as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Microsoft Entity Framework for the Data Architect role

Treat Microsoft Entity Framework as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Bloomberg Intelligence for the Data Architect role

Treat Bloomberg Intelligence as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Palo Alto Networks for the Data Architect role

Treat Palo Alto Networks as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Crystal Reports for the Data Architect role

Treat Crystal Reports as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt SharePoint for the Data Architect role

Treat SharePoint as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Microsoft for the Data Architect role

Treat Microsoft as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt GitHub for the Data Architect role

Treat GitHub as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Sparx Enterprise Architect for the Data Architect role

Treat Sparx Enterprise Architect as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt GitLab for the Data Architect role

Treat GitLab as a first-class signal for the Data Architect role's workflows and operational practices.

Adopt Tradeweb for the Data Architect role

Treat Tradeweb as a first-class signal for the Data Architect role's workflows and operational practices.

Integrate Apache AGE into the Data Architect toolchain

Wire Apache AGE into the Data Architect toolchain to make it part of the role's daily working set.

Integrate R into the Data Architect toolchain

Wire R into the Data Architect toolchain to make it part of the role's daily working set.

Integrate Angular into the Data Architect toolchain

Wire Angular into the Data Architect toolchain to make it part of the role's daily working set.

Integrate ClickHouse into the Data Architect toolchain

Wire ClickHouse into the Data Architect toolchain to make it part of the role's daily working set.

Integrate React Native into the Data Architect toolchain

Wire React Native into the Data Architect toolchain to make it part of the role's daily working set.

Integrate Elasticsearch into the Data Architect toolchain

Wire Elasticsearch into the Data Architect toolchain to make it part of the role's daily working set.

Integrate PowerShell into the Data Architect toolchain

Wire PowerShell into the Data Architect toolchain to make it part of the role's daily working set.

Integrate Apache SpamAssassin into the Data Architect toolchain

Wire Apache SpamAssassin into the Data Architect toolchain to make it part of the role's daily working set.

Integrate Apache Ant into the Data Architect toolchain

Wire Apache Ant into the Data Architect toolchain to make it part of the role's daily working set.

Integrate Semantic Kernel into the Data Architect toolchain

Wire Semantic Kernel into the Data Architect toolchain to make it part of the role's daily working set.

Integrate Matplotlib into the Data Architect toolchain

Wire Matplotlib into the Data Architect toolchain to make it part of the role's daily working set.

Integrate Apache DolphinScheduler into the Data Architect toolchain

Wire Apache DolphinScheduler into the Data Architect toolchain to make it part of the role's daily working set.

Adopt TCP/IP as a Data Architect standard

Establish TCP/IP as a baseline standard the Data Architect role works against.

Adopt Object-Oriented Programming as a Data Architect standard

Establish Object-Oriented Programming as a baseline standard the Data Architect role works against.

Adopt Lean Manufacturing as a Data Architect standard

Establish Lean Manufacturing as a baseline standard the Data Architect role works against.

Adopt Event Sourcing as a Data Architect standard

Establish Event Sourcing as a baseline standard the Data Architect role works against.

Adopt Entity Relationship as a Data Architect standard

Establish Entity Relationship as a baseline standard the Data Architect role works against.

Adopt Certificate Enrolment Protocols as a Data Architect standard

Establish Certificate Enrolment Protocols as a baseline standard the Data Architect role works against.

Adopt Dependency Injection as a Data Architect standard

Establish Dependency Injection as a baseline standard the Data Architect role works against.

Adopt Acceptance Criteria as a Data Architect standard

Establish Acceptance Criteria as a baseline standard the Data Architect role works against.

Adopt HTTP as a Data Architect standard

Establish HTTP as a baseline standard the Data Architect role works against.

Adopt Equator Principles as a Data Architect standard

Establish Equator Principles as a baseline standard the Data Architect role works against.

Services to adopt
  • Standardize on Adobe Campaign — Make Adobe Campaign a default tool in the Data Architect stack.
  • Standardize on WhatsApp — Make WhatsApp a default tool in the Data Architect stack.
  • Standardize on Pluralsight — Make Pluralsight a default tool in the Data Architect stack.
  • Standardize on Adobe Illustrator — Make Adobe Illustrator a default tool in the Data Architect stack.
  • Standardize on Adobe Photoshop — Make Adobe Photoshop a default tool in the Data Architect stack.
  • Standardize on PeopleSoft — Make PeopleSoft a default tool in the Data Architect stack.
  • Standardize on Adobe Creative Cloud — Make Adobe Creative Cloud a default tool in the Data Architect stack.
  • Standardize on Azure Functions — Make Azure Functions a default tool in the Data Architect stack.
  • Standardize on Twitter — Make Twitter a default tool in the Data Architect stack.
  • Standardize on Instagram — Make Instagram a default tool in the Data Architect stack.
  • Standardize on Google Analytics — Make Google Analytics a default tool in the Data Architect stack.
  • Standardize on Photoshop — Make Photoshop a default tool in the Data Architect stack.
  • Standardize on LinkedIn — Make LinkedIn a default tool in the Data Architect stack.
  • Standardize on Port — Make Port a default tool in the Data Architect stack.
  • Standardize on Google Optimize — Make Google Optimize a default tool in the Data Architect stack.
Tools to integrate
  • Integrate Apache AGE — Wire Apache AGE into the Data Architect toolchain.
  • Integrate R — Wire R into the Data Architect toolchain.
  • Integrate Angular — Wire Angular into the Data Architect toolchain.
  • Integrate ClickHouse — Wire ClickHouse into the Data Architect toolchain.
  • Integrate React Native — Wire React Native into the Data Architect toolchain.
  • Integrate Elasticsearch — Wire Elasticsearch into the Data Architect toolchain.
  • Integrate PowerShell — Wire PowerShell into the Data Architect toolchain.
  • Integrate Apache SpamAssassin — Wire Apache SpamAssassin into the Data Architect toolchain.
  • Integrate Apache Ant — Wire Apache Ant into the Data Architect toolchain.
  • Integrate Semantic Kernel — Wire Semantic Kernel into the Data Architect toolchain.
  • Integrate Matplotlib — Wire Matplotlib into the Data Architect toolchain.
  • Integrate Apache DolphinScheduler — Wire Apache DolphinScheduler into the Data Architect toolchain.
  • Integrate TensorFlow — Wire TensorFlow into the Data Architect toolchain.
  • Integrate Terraform — Wire Terraform into the Data Architect toolchain.
  • Integrate Apache Spatial — Wire Apache Spatial into the Data Architect toolchain.
Standards to adopt
  • Adopt TCP/IP — Use TCP/IP as a baseline standard for the Data Architect role.
  • Adopt Object-Oriented Programming — Use Object-Oriented Programming as a baseline standard for the Data Architect role.
  • Adopt Lean Manufacturing — Use Lean Manufacturing as a baseline standard for the Data Architect role.
  • Adopt Event Sourcing — Use Event Sourcing as a baseline standard for the Data Architect role.
  • Adopt Entity Relationship — Use Entity Relationship as a baseline standard for the Data Architect role.
  • Adopt Certificate Enrolment Protocols — Use Certificate Enrolment Protocols as a baseline standard for the Data Architect role.
  • Adopt Dependency Injection — Use Dependency Injection as a baseline standard for the Data Architect role.
  • Adopt Acceptance Criteria — Use Acceptance Criteria as a baseline standard for the Data Architect role.
  • Adopt HTTP — Use HTTP as a baseline standard for the Data Architect role.
  • Adopt Equator Principles — Use Equator Principles as a baseline standard for the Data Architect role.
Areas of investment
  • Invest in CI — Treat CI as a strategic investment area for the Data Architect role.
  • Invest in Active Directory — Treat Active Directory as a strategic investment area for the Data Architect role.
  • Invest in Artificial Intelligence — Treat Artificial Intelligence as a strategic investment area for the Data Architect role.
  • Invest in UI — Treat UI as a strategic investment area for the Data Architect role.
  • Invest in Operational Technologies — Treat Operational Technologies as a strategic investment area for the Data Architect role.
  • Invest in ORM — Treat ORM as a strategic investment area for the Data Architect role.
  • Invest in BI — Treat BI as a strategic investment area for the Data Architect role.
  • Invest in Electronic Data Interchange — Treat Electronic Data Interchange as a strategic investment area for the Data Architect role.
  • Invest in Integrated Development Environments — Treat Integrated Development Environments as a strategic investment area for the Data Architect role.
  • Invest in Reinforcement Learning — Treat Reinforcement Learning as a strategic investment area for the Data Architect role.
talentOrganizationalDesign62,954
data48,716
cloud34,588
code29,738
security29,591
operations29,124
governance28,567
ai28,498
automation25,887
partnershipsEcosystems24,897
roiBusinessMetrics20,735
languages18,513
apache17,784
aiReviewApproval15,607
api15,026
integrations14,694
services14,173
standardization13,666
cncf13,482
observability13,399
platform13,335
testingQuality12,818
providerStrategy12,731
regulatoryPosture12,418
developerExprience12,385
openSource10,669
alignment10,608
databases10,407
patterns9,355
containers8,945
  • CI
  • Active Directory
  • Artificial Intelligence
  • UI
  • Operational Technologies
  • ORM
  • BI
  • Electronic Data Interchange
  • Integrated Development Environments
  • Reinforcement Learning
  • Business
  • Rich Internet Applications
  • Support
  • Systems
  • Wins
  • Deep Learning
  • Tracs
  • Development
  • Technologies
  • Operations
  • Management
  • Design
  • Data
  • Tests
  • C
  • ERP
  • Communications
  • Performance
  • DNS, DHCP, and IP Address Management
  • Services
  • Excels
  • Solutions
  • Tools
  • Machine Learning
  • Application Programming Interfaces
  • Graphical User Interfaces
  • Search
  • Forms
  • Platforms
  • Organizations
  • Leaderships
  • Trainings
  • Policies
  • Safes
  • Media
  • Products
  • Controls
  • Requirements
  • Strategies
  • Plannings
  • Collaborations
  • Compliance
  • Deliveries
  • Educations
  • Reportings
  • Projects
  • Analysis
  • Defis
  • Security
  • Legal
  • Research
  • Software
  • Computes
  • Learning
  • Communities
  • Applications
  • Functions
  • Sales
  • Document Object Models
  • Innovation
  • Employment
  • Travels
  • Events
  • Processes
  • Efficiencies
  • Audits
  • Engineering
  • Finances
  • Computer Aided Manufacturing
  • Executions
  • Mails
  • Production
  • Maintenance
  • Marketing
  • Implementations
  • Computer Aided Design
  • Safety
  • Integrations
  • Enterprises
  • Tasks
  • Codes
  • Insights
  • Certifications
  • Digitals
  • Integrity
  • Administration
  • Analytics
  • Presentations
  • Reviews
  • Documentations
  • Monitoring
  • Webs
  • Automation
  • Customer Service
  • Metrics
  • UX
  • Tracking
  • Tainas
  • Updates
  • Best Practices
  • Protection
  • Contents
  • Infrastructure
  • Workflows
  • Emails
  • Words
  • Accounting
  • Assessments
  • Equipments
  • Feedback
  • Meetings
  • Governance
  • Documents
  • Valuations
  • Distributions
  • Frameworks
  • Revenues
  • Hirings
  • Intelligence
  • Ideas
  • Project Management
  • Administratives
  • Pipelines
  • Accountability
  • Continuous Improvements
  • Optimizations
  • Productivity
  • Markets
  • Evaluations
  • Insurances
  • Reliabilities
  • Clouds
  • Voice
  • Flexibilities
  • Architectures
  • Pricings
  • Foundations
  • Databases
  • Clients
  • Timelines
  • Adobe Campaign
  • WhatsApp
  • Pluralsight
  • Adobe Illustrator
  • Adobe Photoshop
  • PeopleSoft
  • Adobe Creative Cloud
  • Azure Functions
  • Twitter
  • Instagram
  • Google Analytics
  • Photoshop
  • LinkedIn
  • Port
  • Google Optimize
  • Microsoft Entity Framework
  • Bloomberg Intelligence
  • Palo Alto Networks
  • Crystal Reports
  • SharePoint
  • Microsoft
  • GitHub
  • Sparx Enterprise Architect
  • GitLab
  • Tradeweb
  • Datadog
  • Veritas InfoScale
  • Adobe Creative Suite
  • Salesforce
  • Azure Log Analytics
  • TeamCity
  • Youtube
  • Microsoft Windows
  • Oracle Cloud
  • Microsoft Project
  • Unity
  • Salesforce Lightning
  • Shell
  • Microsoft Office
  • Microsoft Edge
  • Microsoft Visio
  • Visio
  • Google Drive
  • Microsoft Endpoint Manager
  • ZoomInfo
  • Circana
  • Microsoft Excel
  • Make
  • Google Forms
  • Microsoft Teams
  • HubSpot
  • Azure DevOps
  • Amazon Web Services
  • Microsoft Power Automate
  • IntelliJ IDEA
  • Square
  • Adobe Analytics
  • ServiceNow
  • New Relic
  • Azure Machine Learning
  • Oracle Integration
  • Bloomberg Enterprise Data
  • Navision
  • Productiv
  • WebSphere
  • Teradata
  • Workday
  • Salesforce Automation
  • Red Hat
  • Microsoft Word
  • SolarWinds
  • Bloomberg AIM
  • MailChimp
  • Mastercard
  • Bloomberg Economics
  • Dynatrace
  • Merge
  • Lightroom
  • Microsoft Outlook
  • Google Apps Script
  • CloudFormation
  • Oracle E-Business Suite
  • Adobe Launch
  • BigCommerce
  • Cloudflare
  • SAP
  • Microsoft PowerPoint
  • Box
  • Bitbucket
  • Confluence
  • Vantage
  • Meta
  • Google Sheets
  • Power BI
  • AutoCAD
  • Red Hat Ansible Automation Platform
  • Ansible Automation Platform
  • Google Maps
  • GitHub Actions
  • Microsoft Azure
  • Apache AGE
  • R
  • Angular
  • ClickHouse
  • React Native
  • Elasticsearch
  • PowerShell
  • Apache SpamAssassin
  • Apache Ant
  • Semantic Kernel
  • Matplotlib
  • Apache DolphinScheduler
  • TensorFlow
  • Terraform
  • Apache Spatial
  • Ethereum
  • Apache POI
  • Apache SkyWalking
  • Apache ORC
  • Pandas
  • Prometheus
  • Kubeflow
  • Apache MINA
  • NumPy
  • Apache Traffic Control
  • Spring Boot
  • Buildpacks
  • Git
  • Apache Flex
  • jQuery
  • SonarQube
  • Lean
  • Scala
  • Python
  • Consul
  • Apache Hop
  • PostgreSQL
  • Apache NiFi
  • Apache Aries
  • Apache Traffic Server
  • Kotlin
  • Dex
  • Perl
  • SPIRE
  • React
  • Spring Boot Admin Console
  • Apache Pivot
  • Apache APR
  • Apache Roller
  • OpenTelemetry
  • Spring Framework
  • Spring
  • Score
  • WordPress
  • Apache Streams
  • Open Policy Agent
  • Kubernetes Operators
  • Keycloak
  • Kafka Connect
  • Lima
  • Apache Rya
  • Vite
  • SOPS
  • Apache Spark
  • Argo
  • Fluid
  • Apache Web Services
  • Linux
  • Kubernetes
  • Vitess
  • Docker
  • Node.js
  • Elastic Stack
  • Vue.js
  • Elk Stack
  • Elk
  • C++
  • C#
  • Porter
  • Apache SINGA
  • Apache Storm
  • Apache Hive
  • werf
  • Apache Drill
  • Jenkins
  • Apache Velocity
  • Rook
  • Swift
  • Apache Phoenix
  • PyTorch
  • Apache Portals
  • Chef
  • Apache Kafka
  • Apache FreeMarker
  • Ansible
  • Helm
  • Apache Tcl
  • Flux
  • Hashicorp Vault
  • Vault
  • TCP/IP
  • Object-Oriented Programming
  • Lean Manufacturing
  • Event Sourcing
  • Entity Relationship
  • Certificate Enrolment Protocols
  • Dependency Injection
  • Acceptance Criteria
  • HTTP
  • Equator Principles
  • BLE
  • WebSockets
  • Extreme Programming
  • Specification
  • SUPPORT.md
  • SecOps
  • OCI
  • NIO
  • SPA
  • SSO
  • REST
  • ISO
  • CS
  • NIST
  • Scaled Agile
  • Defense In Depth
  • SAFe Agile
  • Standards
  • AIS
  • SECURITY.md
  • Write Ahead Log
  • Regulation
  • Lean Management
  • Regulatory
  • Actor Model
  • Standard Operating Procedures
  • LICENSE.md
  • Raft
  • Protocol Buffers
  • Event-driven Architecture
  • Methodology
  • Functional Programming
  • CONTRIBUTING.md
  • SQL
  • IAM
  • Agile Methodology
  • Agile
  • MapReduce
  • SSL/TLS
  • Enterprise Integration Patterns
  • Integration Patterns
  • RACI
  • Quality Standards
  • Templates
  • OpenAPI
  • Accounting Standards
  • Internal Control Standards
  • Technical Specifications
  • Data Models
  • DevOps
  • Prototypes
  • Standardization
  • Lean Six Sigma
  • HTML
  • Use Cases
  • Product Backlog
  • Data Modeling
  • SOA
  • Service Oriented Architecture
  • Scrum
  • Security Standards
  • Reactive Programming
  • SDLC
  • Test Plans
  • Six Sigma
  • XML
  • CODE_OF_CONDUCT.md
  • Product Specifications
  • Software Development Lifecycle
  • Consensus
  • OSHA
  • Software Development Life Cycle
  • Design Standards
  • ITSM
  • ITIL
  • Software Design Patterns
  • User Stories
  • Convention Over Configuration
  • PDF
  • SSH
  • Security Standards And Procedures
  • Process Flow Diagrams
  • GDPR
  • Design Patterns
  • FinOps
  • Schema Validation
  • RBAC
  • DNS
  • CITATION.cff
  • ACID

This page aggregates Naftiko Signals data for the Data Architect role across all 693 companies under coverage that exercise this role's vocabulary (services, tools, and standards). Aggregate signal score: 1,353,836.

Want to understand the methodology? See signals.naftiko.io.