Role · Business PM

Data Analyst

Collects data and processes it into reports for businesses and organizations

770 companies 1,378,300 signal score

Impact Report — Data Analyst

_Domain: Business PM · Companies tracked: 770 · Aggregate signal score: 1,378,300_

Summary

The Data Analyst role surfaces across 770 of the companies under Naftiko coverage, with an aggregate signal score of 1,378,300 across all scoring categories. This report aggregates the top areas of investment, services, tools, and standards that companies are investing in for the Data Analyst function.

Top scoring categories

  • Talent & Organizational Design — score 64,426
  • Data — score 49,352
  • Cloud — score 34,912
  • Code — score 30,394
  • Security — score 30,119
  • Operations — score 29,474
  • Governance — score 29,271
  • Artificial Intelligence — score 28,903

Top areas of investment

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

Most-adopted services

Adobe Campaign, Pluralsight, Adobe Illustrator, Adobe Photoshop, PeopleSoft, Twitter, Google Analytics, Photoshop, Palo Alto Networks, Crystal Reports

Most-adopted tools

R, Angular, Elasticsearch, PowerShell, ClickHouse, Apache SpamAssassin, Apache AGE, Matplotlib, Apache DolphinScheduler, React Native

Standards in play

TCP/IP, Lean Manufacturing, Event Sourcing, Entity Relationship, Dependency Injection, Acceptance Criteria, HTTP, Equator Principles, Certificate Enrolment Protocols, Object-Oriented Programming

Top companies for this role

  • Seaboard (match score 26)
  • XPO (match score 26)
  • JP Morgan Chase (match score 25)
  • Salesforce (match score 24)
  • Amgen (match score 24)
  • Sanofi (match score 24)
  • EY (match score 23)
  • Citi (match score 23)
  • Mastercard (match score 23)
  • S&P Global (match score 23)

_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 (770 total)

Seaboardmatch 262,671XPOmatch 262,671JP Morgan Chasematch 253,695Salesforcematch 242,966Amgenmatch 242,609Sanofimatch 242,402EYmatch 233,052Citimatch 233,033Mastercardmatch 232,882S&P Globalmatch 232,629Johnson & Johnsonmatch 232,222Jones Lang LaSallematch 232,196IQVIAmatch 231,896Novartismatch 231,889Royal Caribbean Groupmatch 231,576Visamatch 222,973Barclaysmatch 222,802Standard Charteredmatch 222,653Disneymatch 222,352Walt Disneymatch 222,344Comcastmatch 222,104BPmatch 222,016JPMorgan Chasematch 221,928Mattelmatch 221,911HPmatch 221,888Equifaxmatch 221,749Scotiabankmatch 221,335Verizonmatch 221,144Verizon Communicationsmatch 221,101Boschmatch 212,904Kyndryl Holdingsmatch 212,639Autodeskmatch 212,564UnitedHealth Groupmatch 212,524INGmatch 212,509Accenturematch 212,508Newmontmatch 212,446Rabobankmatch 212,443Capital Onematch 212,421Cignamatch 212,393Thomson Reutersmatch 212,391Northern Trustmatch 212,106Spotifymatch 212,099CNX Resourcesmatch 212,093Concentrixmatch 212,093US Bancorpmatch 212,042Arrow Electronicsmatch 211,976Zurich Insurancematch 211,940Whiting Petroleummatch 211,752Dexcommatch 211,631Mondelez Internationalmatch 211,599M&T Bankmatch 211,564Freddie Macmatch 211,542Ares Managementmatch 211,536Metlifematch 211,522Targetmatch 211,483Blackstonematch 211,214Ulta Beautymatch 211,133Dick's Sporting Goodsmatch 211,021Apollo Global Managementmatch 211,012Leidosmatch 203,030Adobematch 202,849Blackrockmatch 202,505Motorola Solutionsmatch 202,443General Motorsmatch 202,418Energy Transfermatch 202,397Northrop Grummanmatch 202,310Lockheed Martinmatch 202,270Manulifematch 202,168Amazonmatch 202,100A-Mark Precious Metalsmatch 202,094CBS (Paramount Global)match 202,080Warner Bros. Discoverymatch 202,078Cencoramatch 201,976Sanminamatch 201,919AbbViematch 201,903McKessonmatch 201,897Shopifymatch 201,850Transunionmatch 201,682Jabilmatch 201,677Ameriprise Financialmatch 201,466Sabrematch 201,455Owens & Minormatch 201,328Franklin Resourcesmatch 201,257Assurantmatch 201,241Stanley Black & Deckermatch 201,142Range Resourcesmatch 192,829Post Holdingsmatch 192,122SS AND C Technologiesmatch 192,084KBRmatch 192,056Hartford Financial Services Groupmatch 191,918Lenovomatch 191,897PACCARmatch 191,851PNC Financial Services Groupmatch 191,827TD SYNNEXmatch 191,825Resmedmatch 191,811Moodysmatch 191,757PwCmatch 191,731Wells Fargomatch 191,656Expedia Groupmatch 191,656Synovus Financialmatch 191,549Live Nation Entertainmentmatch 191,544Xylemmatch 191,483Nordstrommatch 191,367Ross Storesmatch 191,367Designer Brandsmatch 191,367AIGmatch 191,346CarMaxmatch 191,243Vertivmatch 191,121Markelmatch 19932Tiffany & Co.match 19753Inditexmatch 182,728Juniper Networksmatch 182,698Gxo Logisticsmatch 182,369Fidelity National Information Services (FIS)match 182,338F5match 182,243Analog Devicesmatch 182,085CrowdStrikematch 181,992Gartnermatch 181,906Becton Dickinsonmatch 181,896Maerskmatch 181,895Bank of Americamatch 181,882Workdaymatch 181,875ADPmatch 181,741Allstatematch 181,740Charles Schwabmatch 181,661Commonwealth Bankmatch 181,625Goodyear Tire & Rubbermatch 181,622Nasdaqmatch 181,569GSKmatch 181,507Raymond James Financialmatch 181,504Medtronicmatch 181,486Sempramatch 181,484Elanco Animal Healthmatch 181,402Edwards Lifesciencesmatch 181,383Qorvomatch 181,382Bentley Systemsmatch 181,328T. Rowe Pricematch 181,236KeyCorpmatch 181,221NOVmatch 181,204Tapestrymatch 181,152Hearstmatch 181,083DaVitamatch 181,069SEI Investmentsmatch 181,000Hyundaimatch 18994Avis Budgetmatch 18945Biogenmatch 18918American Financial Groupmatch 18887TelevisaUnivision (Univision Communications)match 18630Cinemark Holdingsmatch 18574Splunkmatch 172,370Equinixmatch 172,189Fiservmatch 172,132Paramountmatch 171,917Global Paymentsmatch 171,865Benchmark Electronicsmatch 171,803Intuitmatch 171,794Rockwell Automationmatch 171,781Elseviermatch 171,771Pfizermatch 171,737Broadridgematch 171,718Samsungmatch 171,705Volkswagenmatch 171,695Fox Corporationmatch 171,659Bayermatch 171,621Icahn Enterprisesmatch 171,615CDWmatch 171,612Amadeusmatch 171,541Regeneron Pharmaceuticalsmatch 171,475Teleflexmatch 171,464Elevance Healthmatch 171,449Rackspace Technologymatch 171,442Chevronmatch 171,398Intelmatch 171,387Levi Straussmatch 171,360Labcorpmatch 171,349Texacomatch 171,310Otis Worldwidematch 171,301Iron Mountainmatch 171,259Voya Financialmatch 171,257Exxon Mobilmatch 171,241Envista Holdingsmatch 171,228John Deerematch 171,189Oshkoshmatch 171,186Textronmatch 171,186Vertex Pharmaceuticalsmatch 171,175Light & Wondermatch 171,150Genworth Financialmatch 171,140Tyson Foodsmatch 171,129Brown AND Brownmatch 17988MillerKnollmatch 17933FirstEnergymatch 17914Terexmatch 17889Flowservematch 17784Condé Nastmatch 17777Cincinnati Financialmatch 17731IDEXX Laboratoriesmatch 17716ModivCarematch 17600Kontoor Brandsmatch 17529Warner Music Groupmatch 17510Boeingmatch 162,325
Adopt Adobe Campaign for the Data Analyst role

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

Adopt Pluralsight for the Data Analyst role

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

Adopt Adobe Illustrator for the Data Analyst role

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

Adopt Adobe Photoshop for the Data Analyst role

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

Adopt PeopleSoft for the Data Analyst role

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

Adopt Twitter for the Data Analyst role

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

Adopt Google Analytics for the Data Analyst role

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

Adopt Photoshop for the Data Analyst role

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

Adopt Palo Alto Networks for the Data Analyst role

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

Adopt Crystal Reports for the Data Analyst role

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

Adopt Sparx Enterprise Architect for the Data Analyst role

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

Adopt Instagram for the Data Analyst role

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

Adopt LinkedIn for the Data Analyst role

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

Adopt WhatsApp for the Data Analyst role

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

Adopt Adobe Creative Cloud for the Data Analyst role

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

Adopt Port for the Data Analyst role

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

Adopt Bloomberg Intelligence for the Data Analyst role

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

Adopt GitHub for the Data Analyst role

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

Adopt Microsoft for the Data Analyst role

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

Adopt Microsoft Entity Framework for the Data Analyst role

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

Adopt SharePoint for the Data Analyst role

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

Adopt Google Optimize for the Data Analyst role

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

Adopt Veritas InfoScale for the Data Analyst role

Treat Veritas InfoScale as a first-class signal for the Data Analyst role's workflows and operational practices.

Adopt Azure Functions for the Data Analyst role

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

Adopt GitLab for the Data Analyst role

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

Integrate R into the Data Analyst toolchain

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

Integrate Angular into the Data Analyst toolchain

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

Integrate Elasticsearch into the Data Analyst toolchain

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

Integrate PowerShell into the Data Analyst toolchain

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

Integrate ClickHouse into the Data Analyst toolchain

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

Integrate Apache SpamAssassin into the Data Analyst toolchain

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

Integrate Apache AGE into the Data Analyst toolchain

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

Integrate Matplotlib into the Data Analyst toolchain

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

Integrate Apache DolphinScheduler into the Data Analyst toolchain

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

Integrate React Native into the Data Analyst toolchain

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

Integrate Apache Ant into the Data Analyst toolchain

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

Integrate Semantic Kernel into the Data Analyst toolchain

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

Adopt TCP/IP as a Data Analyst standard

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

Adopt Lean Manufacturing as a Data Analyst standard

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

Adopt Event Sourcing as a Data Analyst standard

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

Adopt Entity Relationship as a Data Analyst standard

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

Adopt Dependency Injection as a Data Analyst standard

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

Adopt Acceptance Criteria as a Data Analyst standard

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

Adopt HTTP as a Data Analyst standard

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

Adopt Equator Principles as a Data Analyst standard

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

Adopt Certificate Enrolment Protocols as a Data Analyst standard

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

Adopt Object-Oriented Programming as a Data Analyst standard

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

Services to adopt
  • Standardize on Adobe Campaign — Make Adobe Campaign a default tool in the Data Analyst stack.
  • Standardize on Pluralsight — Make Pluralsight a default tool in the Data Analyst stack.
  • Standardize on Adobe Illustrator — Make Adobe Illustrator a default tool in the Data Analyst stack.
  • Standardize on Adobe Photoshop — Make Adobe Photoshop a default tool in the Data Analyst stack.
  • Standardize on PeopleSoft — Make PeopleSoft a default tool in the Data Analyst stack.
  • Standardize on Twitter — Make Twitter a default tool in the Data Analyst stack.
  • Standardize on Google Analytics — Make Google Analytics a default tool in the Data Analyst stack.
  • Standardize on Photoshop — Make Photoshop a default tool in the Data Analyst stack.
  • Standardize on Palo Alto Networks — Make Palo Alto Networks a default tool in the Data Analyst stack.
  • Standardize on Crystal Reports — Make Crystal Reports a default tool in the Data Analyst stack.
  • Standardize on Sparx Enterprise Architect — Make Sparx Enterprise Architect a default tool in the Data Analyst stack.
  • Standardize on Instagram — Make Instagram a default tool in the Data Analyst stack.
  • Standardize on LinkedIn — Make LinkedIn a default tool in the Data Analyst stack.
  • Standardize on WhatsApp — Make WhatsApp a default tool in the Data Analyst stack.
  • Standardize on Adobe Creative Cloud — Make Adobe Creative Cloud a default tool in the Data Analyst stack.
Tools to integrate
  • Integrate R — Wire R into the Data Analyst toolchain.
  • Integrate Angular — Wire Angular into the Data Analyst toolchain.
  • Integrate Elasticsearch — Wire Elasticsearch into the Data Analyst toolchain.
  • Integrate PowerShell — Wire PowerShell into the Data Analyst toolchain.
  • Integrate ClickHouse — Wire ClickHouse into the Data Analyst toolchain.
  • Integrate Apache SpamAssassin — Wire Apache SpamAssassin into the Data Analyst toolchain.
  • Integrate Apache AGE — Wire Apache AGE into the Data Analyst toolchain.
  • Integrate Matplotlib — Wire Matplotlib into the Data Analyst toolchain.
  • Integrate Apache DolphinScheduler — Wire Apache DolphinScheduler into the Data Analyst toolchain.
  • Integrate React Native — Wire React Native into the Data Analyst toolchain.
  • Integrate Apache Ant — Wire Apache Ant into the Data Analyst toolchain.
  • Integrate Semantic Kernel — Wire Semantic Kernel into the Data Analyst toolchain.
  • Integrate Apache Spatial — Wire Apache Spatial into the Data Analyst toolchain.
  • Integrate Ethereum — Wire Ethereum into the Data Analyst toolchain.
  • Integrate TensorFlow — Wire TensorFlow into the Data Analyst toolchain.
Standards to adopt
  • Adopt TCP/IP — Use TCP/IP as a baseline standard for the Data Analyst role.
  • Adopt Lean Manufacturing — Use Lean Manufacturing as a baseline standard for the Data Analyst role.
  • Adopt Event Sourcing — Use Event Sourcing as a baseline standard for the Data Analyst role.
  • Adopt Entity Relationship — Use Entity Relationship as a baseline standard for the Data Analyst role.
  • Adopt Dependency Injection — Use Dependency Injection as a baseline standard for the Data Analyst role.
  • Adopt Acceptance Criteria — Use Acceptance Criteria as a baseline standard for the Data Analyst role.
  • Adopt HTTP — Use HTTP as a baseline standard for the Data Analyst role.
  • Adopt Equator Principles — Use Equator Principles as a baseline standard for the Data Analyst role.
  • Adopt Certificate Enrolment Protocols — Use Certificate Enrolment Protocols as a baseline standard for the Data Analyst role.
  • Adopt Object-Oriented Programming — Use Object-Oriented Programming as a baseline standard for the Data Analyst role.
Areas of investment
  • Invest in CI — Treat CI as a strategic investment area for the Data Analyst role.
  • Invest in Active Directory — Treat Active Directory as a strategic investment area for the Data Analyst role.
  • Invest in Artificial Intelligence — Treat Artificial Intelligence as a strategic investment area for the Data Analyst role.
  • Invest in Operational Technologies — Treat Operational Technologies as a strategic investment area for the Data Analyst role.
  • Invest in Integrated Development Environments — Treat Integrated Development Environments as a strategic investment area for the Data Analyst role.
  • Invest in UI — Treat UI as a strategic investment area for the Data Analyst role.
  • Invest in BI — Treat BI as a strategic investment area for the Data Analyst role.
  • Invest in ORM — Treat ORM as a strategic investment area for the Data Analyst role.
  • Invest in Electronic Data Interchange — Treat Electronic Data Interchange as a strategic investment area for the Data Analyst role.
  • Invest in Reinforcement Learning — Treat Reinforcement Learning as a strategic investment area for the Data Analyst role.
talentOrganizationalDesign64,426
data49,352
cloud34,912
code30,394
security30,119
operations29,474
governance29,271
ai28,903
automation26,254
partnershipsEcosystems25,338
roiBusinessMetrics21,097
languages18,861
apache18,244
aiReviewApproval15,849
api15,487
integrations14,990
services14,491
standardization14,216
cncf13,756
observability13,558
platform13,523
testingQuality13,004
providerStrategy12,916
regulatoryPosture12,755
developerExprience12,727
openSource10,812
alignment10,741
databases10,530
patterns9,618
containers9,057
  • CI
  • Active Directory
  • Artificial Intelligence
  • Operational Technologies
  • Integrated Development Environments
  • UI
  • BI
  • ORM
  • Electronic Data Interchange
  • Reinforcement Learning
  • C
  • Support
  • Business
  • Deep Learning
  • Rich Internet Applications
  • Management
  • Systems
  • Wins
  • Development
  • Tracs
  • Excels
  • Operations
  • Communications
  • Data
  • Design
  • DNS, DHCP, and IP Address Management
  • Technologies
  • Performance
  • Services
  • ERP
  • Organizations
  • Solutions
  • Graphical User Interfaces
  • Trainings
  • Tests
  • Search
  • Tools
  • Requirements
  • Products
  • Leaderships
  • Machine Learning
  • Application Programming Interfaces
  • Controls
  • Forms
  • Educations
  • Safes
  • Plannings
  • Platforms
  • Strategies
  • Media
  • Policies
  • Compliance
  • Projects
  • Reportings
  • Deliveries
  • Collaborations
  • Sales
  • Research
  • Analysis
  • Software
  • Communities
  • Security
  • Learning
  • Applications
  • Travels
  • Employment
  • Defis
  • Processes
  • Computes
  • Document Object Models
  • Legal
  • Innovation
  • Functions
  • Marketing
  • Executions
  • Events
  • Audits
  • Production
  • Efficiencies
  • Engineering
  • Maintenance
  • Mails
  • Finances
  • Safety
  • Computer Aided Manufacturing
  • Implementations
  • Tasks
  • Computer Aided Design
  • Certifications
  • Customer Service
  • Codes
  • Enterprises
  • Digitals
  • Integrity
  • Integrations
  • Insights
  • Documentations
  • Analytics
  • Webs
  • Presentations
  • Reviews
  • Equipments
  • Words
  • Administration
  • Monitoring
  • Tracking
  • Contents
  • Emails
  • Protection
  • Updates
  • Best Practices
  • Tainas
  • Metrics
  • Automation
  • Infrastructure
  • UX
  • Assessments
  • Workflows
  • Accounting
  • Meetings
  • Feedback
  • Distributions
  • Documents
  • Administratives
  • Revenues
  • Valuations
  • Hirings
  • Project Management
  • Insurances
  • Governance
  • Intelligence
  • Continuous Improvements
  • Frameworks
  • Ideas
  • Flexibilities
  • Productivity
  • Markets
  • Accountability
  • Evaluations
  • Foundations
  • Clouds
  • Reliabilities
  • Voice
  • Pipelines
  • Clients
  • Optimizations
  • Identities
  • Databases
  • Pricings
  • Timelines
  • Adobe Campaign
  • Pluralsight
  • Adobe Illustrator
  • Adobe Photoshop
  • PeopleSoft
  • Twitter
  • Google Analytics
  • Photoshop
  • Palo Alto Networks
  • Crystal Reports
  • Sparx Enterprise Architect
  • Instagram
  • LinkedIn
  • WhatsApp
  • Adobe Creative Cloud
  • Port
  • Bloomberg Intelligence
  • GitHub
  • Microsoft
  • Microsoft Entity Framework
  • SharePoint
  • Google Optimize
  • Veritas InfoScale
  • Azure Functions
  • GitLab
  • Tradeweb
  • Datadog
  • Azure Log Analytics
  • Adobe Creative Suite
  • TeamCity
  • Youtube
  • Unity
  • Salesforce
  • Shell
  • Microsoft Windows
  • Microsoft Excel
  • Microsoft Edge
  • Salesforce Lightning
  • Google Drive
  • Microsoft Visio
  • Visio
  • Microsoft Office
  • Oracle Cloud
  • Microsoft Project
  • Microsoft Endpoint Manager
  • Make
  • Circana
  • ZoomInfo
  • Microsoft Teams
  • Google Forms
  • HubSpot
  • Azure DevOps
  • Microsoft Power Automate
  • IntelliJ IDEA
  • Square
  • Amazon Web Services
  • Adobe Analytics
  • ServiceNow
  • New Relic
  • Oracle Integration
  • Bloomberg Enterprise Data
  • Azure Machine Learning
  • WebSphere
  • Productiv
  • Microsoft Word
  • Workday
  • Navision
  • Red Hat
  • Teradata
  • SolarWinds
  • Bloomberg AIM
  • Salesforce Automation
  • MailChimp
  • Mastercard
  • Bloomberg Economics
  • Dynatrace
  • Merge
  • Google Apps Script
  • Microsoft Outlook
  • Oracle E-Business Suite
  • Lightroom
  • Adobe Launch
  • SAP
  • BigCommerce
  • CloudFormation
  • Microsoft PowerPoint
  • Cloudflare
  • Box
  • Bitbucket
  • Vantage
  • Confluence
  • Meta
  • Google Sheets
  • AutoCAD
  • Power BI
  • Red Hat Ansible Automation Platform
  • Ansible Automation Platform
  • Google Maps
  • GitHub Actions
  • Microsoft Azure
  • R
  • Angular
  • Elasticsearch
  • PowerShell
  • ClickHouse
  • Apache SpamAssassin
  • Apache AGE
  • Matplotlib
  • Apache DolphinScheduler
  • React Native
  • Apache Ant
  • Semantic Kernel
  • Apache Spatial
  • Ethereum
  • TensorFlow
  • Terraform
  • Apache POI
  • Apache SkyWalking
  • Prometheus
  • Apache ORC
  • Pandas
  • Apache Traffic Control
  • Apache MINA
  • Kubeflow
  • Buildpacks
  • jQuery
  • Apache Flex
  • NumPy
  • Git
  • Spring Boot
  • Python
  • SonarQube
  • Lean
  • Scala
  • Consul
  • PostgreSQL
  • Apache Hop
  • Apache NiFi
  • Apache Aries
  • Apache Traffic Server
  • Kotlin
  • Dex
  • Perl
  • SPIRE
  • Spring Boot Admin Console
  • React
  • Apache Pivot
  • Apache APR
  • OpenTelemetry
  • Apache Roller
  • Spring Framework
  • Spring
  • Score
  • WordPress
  • Apache Streams
  • Open Policy Agent
  • Lima
  • Kubernetes Operators
  • Keycloak
  • Kafka Connect
  • Apache Rya
  • Vite
  • SOPS
  • Apache Spark
  • Argo
  • Fluid
  • Linux
  • Apache Web Services
  • Kubernetes
  • Vitess
  • Docker
  • Elastic Stack
  • Node.js
  • Vue.js
  • Elk Stack
  • Elk
  • C++
  • Porter
  • Apache SINGA
  • C#
  • Apache Storm
  • Apache Hive
  • werf
  • Apache Drill
  • Jenkins
  • Rook
  • Apache Phoenix
  • Swift
  • Apache Velocity
  • PyTorch
  • Apache Portals
  • Chef
  • Apache Kafka
  • Apache FreeMarker
  • Helm
  • Ansible
  • Apache Tcl
  • ORAS
  • Flux
  • Hashicorp Vault
  • TCP/IP
  • Lean Manufacturing
  • Event Sourcing
  • Entity Relationship
  • Dependency Injection
  • Acceptance Criteria
  • HTTP
  • Equator Principles
  • Certificate Enrolment Protocols
  • Object-Oriented Programming
  • Extreme Programming
  • BLE
  • Specification
  • SUPPORT.md
  • WebSockets
  • SecOps
  • CS
  • OCI
  • SSO
  • REST
  • SPA
  • ISO
  • NIO
  • NIST
  • Defense In Depth
  • Scaled Agile
  • SAFe Agile
  • Standards
  • Write Ahead Log
  • AIS
  • SECURITY.md
  • Lean Management
  • Regulation
  • Regulatory
  • Actor Model
  • Standard Operating Procedures
  • LICENSE.md
  • Raft
  • Protocol Buffers
  • Event-driven Architecture
  • Functional Programming
  • Methodology
  • CONTRIBUTING.md
  • Agile Methodology
  • Agile
  • SQL
  • IAM
  • MapReduce
  • SSL/TLS
  • Enterprise Integration Patterns
  • Integration Patterns
  • RACI
  • Quality Standards
  • Templates
  • OpenAPI
  • Accounting Standards
  • Internal Control Standards
  • Technical Specifications
  • Prototypes
  • HTML
  • Data Models
  • Lean Six Sigma
  • DevOps
  • Standardization
  • Use Cases
  • Product Backlog
  • SOA
  • Service Oriented Architecture
  • Data Modeling
  • Reactive Programming
  • Scrum
  • Security Standards
  • CODE_OF_CONDUCT.md
  • SDLC
  • OSHA
  • Six Sigma
  • XML
  • Product Specifications
  • Test Plans
  • Software Development Lifecycle
  • Consensus
  • Software Development Life Cycle
  • Design Standards
  • ITSM
  • ITIL
  • Software Design Patterns
  • Convention Over Configuration
  • User Stories
  • PDF
  • SSH
  • Security Standards And Procedures
  • FinOps
  • GDPR
  • Process Flow Diagrams
  • Design Patterns
  • Schema Validation
  • RBAC
  • DNS
  • CITATION.cff
  • ACID

This page aggregates Naftiko Signals data for the Data Analyst role across all 770 companies under coverage that exercise this role's vocabulary (services, tools, and standards). Aggregate signal score: 1,378,300.

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