Role · Business PM

Data Scientist

Manages, analyzes and interprets data to influence decision making within a business

797 companies 1,382,660 signal score

Impact Report — Data Scientist

_Domain: Business PM · Companies tracked: 797 · Aggregate signal score: 1,382,660_

Summary

The Data Scientist role surfaces across 797 of the companies under Naftiko coverage, with an aggregate signal score of 1,382,660 across all scoring categories. This report aggregates the top areas of investment, services, tools, and standards that companies are investing in for the Data Scientist function.

Top scoring categories

  • Talent & Organizational Design — score 64,662
  • Data — score 49,474
  • Cloud — score 34,987
  • Code — score 30,535
  • Security — score 30,228
  • Operations — score 29,524
  • Governance — score 29,312
  • Artificial Intelligence — score 29,006

Top areas of investment

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

Most-adopted services

Pluralsight, Adobe Illustrator, Adobe Photoshop, PeopleSoft, Photoshop, LinkedIn, Palo Alto Networks, Crystal Reports, Sparx Enterprise Architect, Twitter

Most-adopted tools

R, Angular, Elasticsearch, PowerShell, Matplotlib, Apache AGE, ClickHouse, Apache SpamAssassin, Apache DolphinScheduler, Apache Ant

Standards in play

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

Top companies for this role

  • JP Morgan Chase (match score 24)
  • EY (match score 22)
  • Leidos (match score 22)
  • Visa (match score 22)
  • Seaboard (match score 22)
  • XPO (match score 22)
  • Amgen (match score 22)
  • Bosch (match score 21)
  • Adobe (match score 21)
  • Range Resources (match score 21)

_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 (797 total)

JP Morgan Chasematch 243,695EYmatch 223,052Leidosmatch 223,030Visamatch 222,973Seaboardmatch 222,671XPOmatch 222,671Amgenmatch 222,609Boschmatch 212,904Adobematch 212,849Range Resourcesmatch 212,829Barclaysmatch 212,802Inditexmatch 212,728S&P Globalmatch 212,629General Motorsmatch 212,418Energy Transfermatch 212,397Thomson Reutersmatch 212,391Boeingmatch 212,325Johnson & Johnsonmatch 212,222Netflixmatch 212,203JPMorgan Chasematch 211,928Maerskmatch 211,895Pfizermatch 211,737Citimatch 203,033Salesforcematch 202,966Juniper Networksmatch 202,698Standard Charteredmatch 202,653CBS (Paramount Global)match 202,080Warner Bros. Discoverymatch 202,078Hartford Financial Services Groupmatch 201,918Paramountmatch 201,917Lenovomatch 201,897Whiting Petroleummatch 201,752Volkswagenmatch 201,695Mastercardmatch 192,882Kyndryl Holdingsmatch 192,639UnitedHealth Groupmatch 192,524Accenturematch 192,508Newmontmatch 192,446Rabobankmatch 192,443Motorola Solutionsmatch 192,443Capital Onematch 192,421Sanofimatch 192,402Cignamatch 192,393Disneymatch 192,352Walt Disneymatch 192,344Manulifematch 192,168Eli Lillymatch 192,152Northern Trustmatch 192,106A-Mark Precious Metalsmatch 192,094Analog Devicesmatch 192,085Novartismatch 191,889PACCARmatch 191,851Shopifymatch 191,850ADPmatch 191,741Fox Corporationmatch 191,659Expedia Groupmatch 191,656BMWmatch 191,509CarMaxmatch 191,243Autodeskmatch 182,564Blackrockmatch 182,505Gxo Logisticsmatch 182,369Fidelity National Information Services (FIS)match 182,338Comcastmatch 182,104Amazonmatch 182,100CrowdStrikematch 181,992Cencoramatch 181,976Gartnermatch 181,906IQVIAmatch 181,896HPmatch 181,888AstraZenecamatch 181,835Benchmark Electronicsmatch 181,803Intuitmatch 181,794PwCmatch 181,731Popularmatch 181,4523Mmatch 181,343Rolls-Roycematch 181,329Hawaiian Electric Industriesmatch 181,314AGCOmatch 181,220Gapmatch 181,111Fannie Maematch 181,009NextEra Energymatch 18976INGmatch 172,509Splunkmatch 172,370Lockheed Martinmatch 172,270Jones Lang LaSallematch 172,196Equinixmatch 172,189Post Holdingsmatch 172,122KBRmatch 172,056Arrow Electronicsmatch 171,976Sanminamatch 171,919AbbViematch 171,903Bank of Americamatch 171,882AT&Tmatch 171,833Dell Technologiesmatch 171,823AT&Tmatch 171,781Elseviermatch 171,771Allstatematch 171,740Strykermatch 171,634Goodyear Tire & Rubbermatch 171,622CDWmatch 171,612American Expressmatch 171,594Prudential Financialmatch 171,537Ameriprise Financialmatch 171,466Marvell Technologymatch 171,466Synopsysmatch 171,466Edwards Lifesciencesmatch 171,383Nordstrommatch 171,367Ross Storesmatch 171,367Designer Brandsmatch 171,367Gilead Sciencesmatch 171,251Skechers U.S.A.match 171,230John Deerematch 171,189Exact Sciencesmatch 171,010Occidental Petroleummatch 17704F5match 162,243Fiservmatch 162,132Philip Morrismatch 161,954Zurich Insurancematch 161,940TD SYNNEXmatch 161,825Rockwell Automationmatch 161,781Cadence Design Systemsmatch 161,708Wells Fargomatch 161,656Mondelez Internationalmatch 161,599Royal Caribbean Groupmatch 161,576Airbusmatch 161,529GSKmatch 161,507Raymond James Financialmatch 161,504Sempramatch 161,484Regeneron Pharmaceuticalsmatch 161,475Sabrematch 161,455Elevance Healthmatch 161,449Kaiser Permanentematch 161,402Nikematch 161,400Illuminamatch 161,353Microchip Technologymatch 161,304Shellmatch 161,246Regeneronmatch 161,244Assurantmatch 161,241NOVmatch 161,204BNP Paribasmatch 161,102Watscomatch 161,070Dick's Sporting Goodsmatch 161,021Fifth Third Bancorpmatch 16995Fluormatch 16995Progressivematch 16937USAAmatch 16892Novo Nordiskmatch 16800Nexstar Media Groupmatch 16752Northrop Grummanmatch 152,310SS AND C Technologiesmatch 152,084US Bancorpmatch 152,042BPmatch 152,016GEICOmatch 151,918McKessonmatch 151,897Becton Dickinsonmatch 151,896Workdaymatch 151,875ServiceNowmatch 151,844PNC Financial Services Groupmatch 151,827Resmedmatch 151,811Samsungmatch 151,705ABN AMROmatch 151,627Commonwealth Bankmatch 151,625M&T Bankmatch 151,564Freddie Macmatch 151,542Metlifematch 151,522Xylemmatch 151,483Cienamatch 151,448Elanco Animal Healthmatch 151,402Fedexmatch 151,348AIGmatch 151,346Kimberly-Clarkmatch 151,345Scotiabankmatch 151,335Alightmatch 151,308Otis Worldwidematch 151,301Exxon Mobilmatch 151,241Verizonmatch 151,144Genworth Financialmatch 151,140Tyson Foodsmatch 151,129Verizon Communicationsmatch 151,101Digital Realty Trustmatch 151,048Air Products and Chemicalsmatch 151,017Deckers Outdoormatch 15992DraftKingsmatch 15935Terexmatch 15889Valmont Industriesmatch 15842Cloroxmatch 15813Global Partners LPmatch 15765Woodwardmatch 15711Coherentmatch 15693Topgolf Callaway Brandsmatch 15578Continental Resourcesmatch 15396Ventasmatch 15381Equifaxmatch 141,749Transunionmatch 141,682Charles Schwabmatch 141,661Bayermatch 141,621Icahn Enterprisesmatch 141,615Baker Hughesmatch 141,595Huntington Bancsharesmatch 141,585Amadeusmatch 141,541
Adopt Pluralsight for the Data Scientist role

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

Adopt Adobe Illustrator for the Data Scientist role

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

Adopt Adobe Photoshop for the Data Scientist role

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

Adopt PeopleSoft for the Data Scientist role

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

Adopt Photoshop for the Data Scientist role

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

Adopt LinkedIn for the Data Scientist role

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

Adopt Palo Alto Networks for the Data Scientist role

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

Adopt Crystal Reports for the Data Scientist role

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

Adopt Sparx Enterprise Architect for the Data Scientist role

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

Adopt Twitter for the Data Scientist role

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

Adopt Adobe Campaign for the Data Scientist role

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

Adopt Instagram for the Data Scientist role

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

Adopt Adobe Creative Cloud for the Data Scientist role

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

Adopt Port for the Data Scientist role

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

Adopt Bloomberg Intelligence for the Data Scientist role

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

Adopt Google Analytics for the Data Scientist role

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

Adopt GitHub for the Data Scientist role

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

Adopt WhatsApp for the Data Scientist role

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

Adopt SharePoint for the Data Scientist role

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

Adopt Microsoft for the Data Scientist role

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

Adopt Google Optimize for the Data Scientist role

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

Adopt Microsoft Entity Framework for the Data Scientist role

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

Adopt Veritas InfoScale for the Data Scientist role

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

Adopt GitLab for the Data Scientist role

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

Adopt Azure Functions for the Data Scientist role

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

Integrate R into the Data Scientist toolchain

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

Integrate Angular into the Data Scientist toolchain

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

Integrate Elasticsearch into the Data Scientist toolchain

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

Integrate PowerShell into the Data Scientist toolchain

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

Integrate Matplotlib into the Data Scientist toolchain

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

Integrate Apache AGE into the Data Scientist toolchain

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

Integrate ClickHouse into the Data Scientist toolchain

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

Integrate Apache SpamAssassin into the Data Scientist toolchain

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

Integrate Apache DolphinScheduler into the Data Scientist toolchain

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

Integrate Apache Ant into the Data Scientist toolchain

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

Integrate React Native into the Data Scientist toolchain

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

Integrate Semantic Kernel into the Data Scientist toolchain

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

Adopt TCP/IP as a Data Scientist standard

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

Adopt Event Sourcing as a Data Scientist standard

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

Adopt Entity Relationship as a Data Scientist standard

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

Adopt HTTP as a Data Scientist standard

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

Adopt Lean Manufacturing as a Data Scientist standard

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

Adopt Dependency Injection as a Data Scientist standard

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

Adopt Acceptance Criteria as a Data Scientist standard

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

Adopt Certificate Enrolment Protocols as a Data Scientist standard

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

Adopt Equator Principles as a Data Scientist standard

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

Adopt Object-Oriented Programming as a Data Scientist standard

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

Services to adopt
  • Standardize on Pluralsight — Make Pluralsight a default tool in the Data Scientist stack.
  • Standardize on Adobe Illustrator — Make Adobe Illustrator a default tool in the Data Scientist stack.
  • Standardize on Adobe Photoshop — Make Adobe Photoshop a default tool in the Data Scientist stack.
  • Standardize on PeopleSoft — Make PeopleSoft a default tool in the Data Scientist stack.
  • Standardize on Photoshop — Make Photoshop a default tool in the Data Scientist stack.
  • Standardize on LinkedIn — Make LinkedIn a default tool in the Data Scientist stack.
  • Standardize on Palo Alto Networks — Make Palo Alto Networks a default tool in the Data Scientist stack.
  • Standardize on Crystal Reports — Make Crystal Reports a default tool in the Data Scientist stack.
  • Standardize on Sparx Enterprise Architect — Make Sparx Enterprise Architect a default tool in the Data Scientist stack.
  • Standardize on Twitter — Make Twitter a default tool in the Data Scientist stack.
  • Standardize on Adobe Campaign — Make Adobe Campaign a default tool in the Data Scientist stack.
  • Standardize on Instagram — Make Instagram a default tool in the Data Scientist stack.
  • Standardize on Adobe Creative Cloud — Make Adobe Creative Cloud a default tool in the Data Scientist stack.
  • Standardize on Port — Make Port a default tool in the Data Scientist stack.
  • Standardize on Bloomberg Intelligence — Make Bloomberg Intelligence a default tool in the Data Scientist stack.
Tools to integrate
  • Integrate R — Wire R into the Data Scientist toolchain.
  • Integrate Angular — Wire Angular into the Data Scientist toolchain.
  • Integrate Elasticsearch — Wire Elasticsearch into the Data Scientist toolchain.
  • Integrate PowerShell — Wire PowerShell into the Data Scientist toolchain.
  • Integrate Matplotlib — Wire Matplotlib into the Data Scientist toolchain.
  • Integrate Apache AGE — Wire Apache AGE into the Data Scientist toolchain.
  • Integrate ClickHouse — Wire ClickHouse into the Data Scientist toolchain.
  • Integrate Apache SpamAssassin — Wire Apache SpamAssassin into the Data Scientist toolchain.
  • Integrate Apache DolphinScheduler — Wire Apache DolphinScheduler into the Data Scientist toolchain.
  • Integrate Apache Ant — Wire Apache Ant into the Data Scientist toolchain.
  • Integrate React Native — Wire React Native into the Data Scientist toolchain.
  • Integrate Semantic Kernel — Wire Semantic Kernel into the Data Scientist toolchain.
  • Integrate Apache Spatial — Wire Apache Spatial into the Data Scientist toolchain.
  • Integrate TensorFlow — Wire TensorFlow into the Data Scientist toolchain.
  • Integrate Terraform — Wire Terraform into the Data Scientist toolchain.
Standards to adopt
  • Adopt TCP/IP — Use TCP/IP as a baseline standard for the Data Scientist role.
  • Adopt Event Sourcing — Use Event Sourcing as a baseline standard for the Data Scientist role.
  • Adopt Entity Relationship — Use Entity Relationship as a baseline standard for the Data Scientist role.
  • Adopt HTTP — Use HTTP as a baseline standard for the Data Scientist role.
  • Adopt Lean Manufacturing — Use Lean Manufacturing as a baseline standard for the Data Scientist role.
  • Adopt Dependency Injection — Use Dependency Injection as a baseline standard for the Data Scientist role.
  • Adopt Acceptance Criteria — Use Acceptance Criteria as a baseline standard for the Data Scientist role.
  • Adopt Certificate Enrolment Protocols — Use Certificate Enrolment Protocols as a baseline standard for the Data Scientist role.
  • Adopt Equator Principles — Use Equator Principles as a baseline standard for the Data Scientist role.
  • Adopt Object-Oriented Programming — Use Object-Oriented Programming as a baseline standard for the Data Scientist role.
Areas of investment
  • Invest in CI — Treat CI as a strategic investment area for the Data Scientist role.
  • Invest in Artificial Intelligence — Treat Artificial Intelligence as a strategic investment area for the Data Scientist role.
  • Invest in Active Directory — Treat Active Directory as a strategic investment area for the Data Scientist role.
  • Invest in Integrated Development Environments — Treat Integrated Development Environments as a strategic investment area for the Data Scientist role.
  • Invest in UI — Treat UI as a strategic investment area for the Data Scientist role.
  • Invest in Operational Technologies — Treat Operational Technologies as a strategic investment area for the Data Scientist role.
  • Invest in BI — Treat BI as a strategic investment area for the Data Scientist role.
  • Invest in ORM — Treat ORM as a strategic investment area for the Data Scientist role.
  • Invest in Reinforcement Learning — Treat Reinforcement Learning as a strategic investment area for the Data Scientist role.
  • Invest in C — Treat C as a strategic investment area for the Data Scientist role.
talentOrganizationalDesign64,662
data49,474
cloud34,987
code30,535
security30,228
operations29,524
governance29,312
ai29,006
automation26,324
partnershipsEcosystems25,404
roiBusinessMetrics21,156
languages18,927
apache18,348
aiReviewApproval15,887
api15,577
integrations15,044
services14,556
standardization14,318
cncf13,816
platform13,573
observability13,571
testingQuality13,032
providerStrategy12,956
developerExprience12,801
regulatoryPosture12,777
openSource10,844
alignment10,756
databases10,560
patterns9,672
containers9,068
  • CI
  • Artificial Intelligence
  • Active Directory
  • Integrated Development Environments
  • UI
  • Operational Technologies
  • BI
  • ORM
  • Reinforcement Learning
  • C
  • Electronic Data Interchange
  • Business
  • Support
  • Deep Learning
  • Rich Internet Applications
  • Development
  • Systems
  • Wins
  • Management
  • Tracs
  • Operations
  • Design
  • Data
  • Technologies
  • DNS, DHCP, and IP Address Management
  • Performance
  • Solutions
  • Communications
  • ERP
  • Tests
  • Services
  • Search
  • Organizations
  • Excels
  • Tools
  • Graphical User Interfaces
  • Machine Learning
  • Application Programming Interfaces
  • Products
  • Trainings
  • Media
  • Leaderships
  • Platforms
  • Requirements
  • Educations
  • Safes
  • Policies
  • Controls
  • Forms
  • Strategies
  • Sales
  • Compliance
  • Plannings
  • Projects
  • Communities
  • Collaborations
  • Research
  • Employment
  • Reportings
  • Software
  • Learning
  • Analysis
  • Security
  • Deliveries
  • Applications
  • Defis
  • Legal
  • Processes
  • Innovation
  • Computes
  • Travels
  • Marketing
  • Document Object Models
  • Mails
  • Events
  • Engineering
  • Finances
  • Computer Aided Manufacturing
  • Executions
  • Production
  • Functions
  • Maintenance
  • Audits
  • Efficiencies
  • Safety
  • Computer Aided Design
  • Implementations
  • Tasks
  • Certifications
  • Enterprises
  • Webs
  • Digitals
  • Codes
  • Customer Service
  • Insights
  • Integrations
  • Analytics
  • Integrity
  • Presentations
  • Documentations
  • Equipments
  • Administration
  • Contents
  • Emails
  • Reviews
  • Words
  • Monitoring
  • Protection
  • Tracking
  • Tainas
  • Updates
  • UX
  • Automation
  • Metrics
  • Infrastructure
  • Best Practices
  • Assessments
  • Accounting
  • Workflows
  • Insurances
  • Meetings
  • Distributions
  • Feedback
  • Documents
  • Administratives
  • Hirings
  • Revenues
  • Valuations
  • Project Management
  • Intelligence
  • Markets
  • Ideas
  • Governance
  • Continuous Improvements
  • Frameworks
  • Clouds
  • Foundations
  • Flexibilities
  • Accountability
  • Productivity
  • Clients
  • Evaluations
  • Identities
  • Reliabilities
  • Pipelines
  • Voice
  • Investments
  • Optimizations
  • Databases
  • Pricings
  • Pluralsight
  • Adobe Illustrator
  • Adobe Photoshop
  • PeopleSoft
  • Photoshop
  • LinkedIn
  • Palo Alto Networks
  • Crystal Reports
  • Sparx Enterprise Architect
  • Twitter
  • Adobe Campaign
  • Instagram
  • Adobe Creative Cloud
  • Port
  • Bloomberg Intelligence
  • Google Analytics
  • GitHub
  • WhatsApp
  • SharePoint
  • Microsoft
  • Google Optimize
  • Microsoft Entity Framework
  • Veritas InfoScale
  • GitLab
  • Azure Functions
  • Tradeweb
  • Datadog
  • Azure Log Analytics
  • Unity
  • TeamCity
  • Adobe Creative Suite
  • Microsoft Windows
  • Youtube
  • Shell
  • Salesforce
  • Salesforce Lightning
  • Google Drive
  • Oracle Cloud
  • Microsoft Office
  • Microsoft Edge
  • Microsoft Visio
  • Visio
  • Make
  • Microsoft Project
  • Microsoft Endpoint Manager
  • Circana
  • Microsoft Excel
  • ZoomInfo
  • Microsoft Teams
  • HubSpot
  • Google Forms
  • Azure DevOps
  • Microsoft Power Automate
  • IntelliJ IDEA
  • Square
  • Adobe Analytics
  • Amazon Web Services
  • New Relic
  • ServiceNow
  • Oracle Integration
  • Bloomberg Enterprise Data
  • WebSphere
  • Azure Machine Learning
  • Red Hat
  • Productiv
  • Navision
  • Microsoft Word
  • Teradata
  • Workday
  • SolarWinds
  • Bloomberg AIM
  • Salesforce Automation
  • Bloomberg Economics
  • Mastercard
  • MailChimp
  • Dynatrace
  • Google Apps Script
  • Merge
  • Oracle E-Business Suite
  • BigCommerce
  • Lightroom
  • Microsoft Outlook
  • Adobe Launch
  • SAP
  • CloudFormation
  • Cloudflare
  • Bitbucket
  • Microsoft PowerPoint
  • Box
  • Vantage
  • Confluence
  • Meta
  • Google Sheets
  • AutoCAD
  • Power BI
  • Red Hat Ansible Automation Platform
  • Ansible Automation Platform
  • GitHub Actions
  • Google Maps
  • Facebook
  • R
  • Angular
  • Elasticsearch
  • PowerShell
  • Matplotlib
  • Apache AGE
  • ClickHouse
  • Apache SpamAssassin
  • Apache DolphinScheduler
  • Apache Ant
  • React Native
  • Semantic Kernel
  • Apache Spatial
  • TensorFlow
  • Terraform
  • Ethereum
  • Apache POI
  • Apache SkyWalking
  • Apache ORC
  • Prometheus
  • Pandas
  • jQuery
  • Apache MINA
  • Apache Traffic Control
  • Kubeflow
  • Apache Flex
  • Buildpacks
  • NumPy
  • Spring Boot
  • Git
  • SonarQube
  • Lean
  • Python
  • 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
  • WordPress
  • Score
  • Apache Streams
  • Open Policy Agent
  • Keycloak
  • Kafka Connect
  • Kubernetes Operators
  • Lima
  • Apache Rya
  • Vite
  • SOPS
  • Apache Spark
  • Argo
  • Fluid
  • Apache Web Services
  • Linux
  • Kubernetes
  • Vitess
  • Docker
  • Elastic Stack
  • Node.js
  • Vue.js
  • Elk Stack
  • Elk
  • Porter
  • C++
  • Apache SINGA
  • C#
  • Apache Hive
  • Apache Storm
  • werf
  • Apache Drill
  • Jenkins
  • Rook
  • Apache Phoenix
  • Swift
  • Apache Velocity
  • PyTorch
  • Chef
  • Apache Portals
  • Apache Kafka
  • Apache FreeMarker
  • Helm
  • Ansible
  • Apache Tcl
  • ORAS
  • Flux
  • Hashicorp Vault
  • TCP/IP
  • Event Sourcing
  • Entity Relationship
  • HTTP
  • Lean Manufacturing
  • Dependency Injection
  • Acceptance Criteria
  • Certificate Enrolment Protocols
  • Equator Principles
  • Object-Oriented Programming
  • Extreme Programming
  • BLE
  • Specification
  • SUPPORT.md
  • WebSockets
  • SecOps
  • OCI
  • CS
  • NIO
  • SSO
  • ISO
  • REST
  • SPA
  • NIST
  • Scaled Agile
  • Defense In Depth
  • SAFe Agile
  • Standards
  • Write Ahead Log
  • SECURITY.md
  • AIS
  • Lean Management
  • Regulation
  • Regulatory
  • Actor Model
  • LICENSE.md
  • Standard Operating Procedures
  • Raft
  • Protocol Buffers
  • Event-driven Architecture
  • Functional Programming
  • Methodology
  • CONTRIBUTING.md
  • IAM
  • MapReduce
  • Agile Methodology
  • Agile
  • SQL
  • SSL/TLS
  • Enterprise Integration Patterns
  • Integration Patterns
  • RACI
  • Quality Standards
  • Templates
  • OpenAPI
  • Accounting Standards
  • Internal Control Standards
  • HTML
  • Technical Specifications
  • Prototypes
  • Data Models
  • DevOps
  • Lean Six Sigma
  • Standardization
  • Use Cases
  • SOA
  • Service Oriented Architecture
  • Product Backlog
  • Data Modeling
  • Reactive Programming
  • Scrum
  • CODE_OF_CONDUCT.md
  • Security Standards
  • 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
  • CITATION.cff
  • DNS
  • ACID

This page aggregates Naftiko Signals data for the Data Scientist role across all 797 companies under coverage that exercise this role's vocabulary (services, tools, and standards). Aggregate signal score: 1,382,660.

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