Role · AI/Machine Learning

AI/ML Specialist

Implements AI solutions across business functions; advises on AI strategy; evaluates and integrates AI technologies

580 companies 1,257,939 signal score

Impact Report — AI/ML Specialist

_Domain: AI/Machine Learning · Companies tracked: 580 · Aggregate signal score: 1,257,939_

Summary

The AI/ML Specialist role surfaces across 580 of the companies under Naftiko coverage, with an aggregate signal score of 1,257,939 across all scoring categories. This report aggregates the top areas of investment, services, tools, and standards that companies are investing in for the AI/ML Specialist function.

Top scoring categories

  • Talent & Organizational Design — score 57,770
  • Data — score 45,523
  • Cloud — score 32,492
  • Security — score 27,455
  • Code — score 27,326
  • Artificial Intelligence — score 27,306
  • Operations — score 27,230
  • Governance — score 25,964

Top areas of investment

Reinforcement Learning, CI, Active Directory, Artificial Intelligence, UI, Operational Technologies, Integrated Development Environments, ORM, BI, Electronic Data Interchange, Business, Wins, DNS, DHCP, and IP Address Management, Deep Learning, Rich Internet Applications

Most-adopted services

Adobe Campaign, WhatsApp, Pluralsight, Adobe Illustrator, Adobe Photoshop, PeopleSoft, Twitter, Instagram, Google Analytics, Photoshop

Most-adopted tools

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

Standards in play

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

Top companies for this role

  • JP Morgan Chase (match score 26)
  • Mastercard (match score 26)
  • Adobe (match score 26)
  • EY (match score 25)
  • Leidos (match score 25)
  • Range Resources (match score 25)
  • Sanofi (match score 25)
  • Cigna (match score 25)
  • PwC (match score 25)
  • Visa (match score 24)

_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 (580 total)

JP Morgan Chasematch 263,695Mastercardmatch 262,882Adobematch 262,849EYmatch 253,052Leidosmatch 253,030Range Resourcesmatch 252,829Sanofimatch 252,402Cignamatch 252,393PwCmatch 251,731Visamatch 242,973Inditexmatch 242,728Seaboardmatch 242,671XPOmatch 242,671S&P Globalmatch 242,629Amgenmatch 242,609Thomson Reutersmatch 242,391Disneymatch 242,352Walt Disneymatch 242,344Netflixmatch 242,203Jones Lang LaSallematch 242,196Analog Devicesmatch 242,085Paramountmatch 241,917Elseviermatch 241,771Allstatematch 241,740Pfizermatch 241,737Expedia Groupmatch 241,656Citimatch 233,033Salesforcematch 232,966Boschmatch 232,904Juniper Networksmatch 232,698UnitedHealth Groupmatch 232,524Accenturematch 232,508Newmontmatch 232,446Rabobankmatch 232,443Comcastmatch 232,104Hartford Financial Services Groupmatch 231,918Gartnermatch 231,906Whiting Petroleummatch 231,752Fox Corporationmatch 231,659Kyndryl Holdingsmatch 222,639Capital Onematch 222,421Eli Lillymatch 222,152Fiservmatch 222,132JPMorgan Chasematch 221,928ServiceNowmatch 221,844AstraZenecamatch 221,835Autodeskmatch 212,564Blackrockmatch 212,505Motorola Solutionsmatch 212,443F5match 212,243Johnson & Johnsonmatch 212,222Arrow Electronicsmatch 211,976AbbViematch 211,903Lenovomatch 211,897Novartismatch 211,889HPmatch 211,888AT&Tmatch 211,833TD SYNNEXmatch 211,825Intuitmatch 211,794ADPmatch 211,741Cadence Design Systemsmatch 211,708Volkswagenmatch 211,695Broadcommatch 211,675Targetmatch 211,483Skechers U.S.A.match 211,230Barclaysmatch 202,802General Motorsmatch 202,418Energy Transfermatch 202,397Equinixmatch 202,189Post Holdingsmatch 202,122Spotifymatch 202,099CNX Resourcesmatch 202,093Concentrixmatch 202,093CBS (Paramount Global)match 202,080Warner Bros. Discoverymatch 202,078Philip Morrismatch 201,954IQVIAmatch 201,896Samsungmatch 201,705BMWmatch 201,509Microchip Technologymatch 201,304Standard Charteredmatch 192,653Gxo Logisticsmatch 192,369Fidelity National Information Services (FIS)match 192,338A-Mark Precious Metalsmatch 192,094SS AND C Technologiesmatch 192,084GEICOmatch 191,918Shopifymatch 191,850AT&Tmatch 191,781Rockwell Automationmatch 191,781Charles Schwabmatch 191,661ABN AMROmatch 191,627Oraclematch 191,459Fortinetmatch 191,444Zoommatch 191,388Bentley Systemsmatch 191,328Genworth Financialmatch 191,140Splunkmatch 182,370Northern Trustmatch 182,106Cencoramatch 181,976Mattelmatch 181,911Bank of Americamatch 181,882PACCARmatch 181,851Resmedmatch 181,811Moodysmatch 181,757Equifaxmatch 181,749Strykermatch 181,634GSKmatch 181,507Fedexmatch 181,348Otis Worldwidematch 181,301INGmatch 172,509Boeingmatch 172,325Manulifematch 172,168US Bancorpmatch 172,042Zurich Insurancematch 171,940McKessonmatch 171,897Maerskmatch 171,895Workdaymatch 171,875Dell Technologiesmatch 171,823Commonwealth Bankmatch 171,625Royal Caribbean Groupmatch 171,576Synovus Financialmatch 171,549Live Nation Entertainmentmatch 171,544Metlifematch 171,522Cienamatch 171,448Nikematch 171,400Edwards Lifesciencesmatch 171,383Ulta Beautymatch 171,133Hearstmatch 171,083Dick's Sporting Goodsmatch 171,021Fannie Maematch 171,009Lockheed Martinmatch 162,270Amazonmatch 162,100BPmatch 162,016CrowdStrikematch 161,992CDWmatch 161,612Ares Managementmatch 161,536Raymond James Financialmatch 161,504Sempramatch 161,484Marvell Technologymatch 161,466Synopsysmatch 161,466Rackspace Technologymatch 161,442Illuminamatch 161,353Kimberly-Clarkmatch 161,345Rocket Companiesmatch 161,270Tapestrymatch 161,152Novo Nordiskmatch 16800Sanminamatch 151,919PNC Financial Services Groupmatch 151,827Benchmark Electronicsmatch 151,803Jabilmatch 151,677Baker Hughesmatch 151,595Nasdaqmatch 151,569Airbnbmatch 151,468Popularmatch 151,452Elevance Healthmatch 151,449Nordstrommatch 151,367Ross Storesmatch 151,367Designer Brandsmatch 151,367Resideo Technologiesmatch 151,357Collibramatch 151,3543Mmatch 151,343ScanSourcematch 151,341Franklin Resourcesmatch 151,257NVIDIAmatch 151,237BNP Paribasmatch 151,102Snapchatmatch 151,037VF Corporationmatch 15980NextEra Energymatch 15976Bain & Companymatch 15901American Expressmatch 141,594Huntington Bancsharesmatch 141,585Elanco Animal Healthmatch 141,402Rolls-Roycematch 141,329Light & Wondermatch 141,150TIAAmatch 141,123Apollo Global Managementmatch 141,012Gustomatch 141,008Wileymatch 14958Prologismatch 14818Kellanovamatch 14617Airbusmatch 131,529Sabrematch 131,455Intelmatch 131,387Qorvomatch 131,382AIGmatch 131,346Gilead Sciencesmatch 131,251Regeneronmatch 131,244CarMaxmatch 131,243Exxon Mobilmatch 131,241T. Rowe Pricematch 131,236Carnival Corporationmatch 131,231AGCOmatch 131,220Vertex Pharmaceuticalsmatch 131,175First American Financialmatch 131,102Watscomatch 131,070Digital Realty Trustmatch 131,048Fifth Third Bancorpmatch 13995Fluormatch 13995Subwaymatch 13946West Technology Groupmatch 13879
Adopt Adobe Campaign for the AI/ML Specialist role

Treat Adobe Campaign as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt WhatsApp for the AI/ML Specialist role

Treat WhatsApp as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Pluralsight for the AI/ML Specialist role

Treat Pluralsight as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Adobe Illustrator for the AI/ML Specialist role

Treat Adobe Illustrator as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Adobe Photoshop for the AI/ML Specialist role

Treat Adobe Photoshop as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt PeopleSoft for the AI/ML Specialist role

Treat PeopleSoft as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Twitter for the AI/ML Specialist role

Treat Twitter as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Instagram for the AI/ML Specialist role

Treat Instagram as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Google Analytics for the AI/ML Specialist role

Treat Google Analytics as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Photoshop for the AI/ML Specialist role

Treat Photoshop as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt LinkedIn for the AI/ML Specialist role

Treat LinkedIn as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Port for the AI/ML Specialist role

Treat Port as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Microsoft Entity Framework for the AI/ML Specialist role

Treat Microsoft Entity Framework as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Palo Alto Networks for the AI/ML Specialist role

Treat Palo Alto Networks as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Crystal Reports for the AI/ML Specialist role

Treat Crystal Reports as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt SharePoint for the AI/ML Specialist role

Treat SharePoint as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt GitHub for the AI/ML Specialist role

Treat GitHub as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Datadog for the AI/ML Specialist role

Treat Datadog as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Sparx Enterprise Architect for the AI/ML Specialist role

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

Adopt Adobe Creative Cloud for the AI/ML Specialist role

Treat Adobe Creative Cloud as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Bloomberg Intelligence for the AI/ML Specialist role

Treat Bloomberg Intelligence as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Microsoft for the AI/ML Specialist role

Treat Microsoft as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Veritas InfoScale for the AI/ML Specialist role

Treat Veritas InfoScale as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Azure Functions for the AI/ML Specialist role

Treat Azure Functions as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Adopt Google Optimize for the AI/ML Specialist role

Treat Google Optimize as a first-class signal for the AI/ML Specialist role's workflows and operational practices.

Integrate Apache DolphinScheduler into the AI/ML Specialist toolchain

Wire Apache DolphinScheduler into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Integrate Apache AGE into the AI/ML Specialist toolchain

Wire Apache AGE into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Integrate R into the AI/ML Specialist toolchain

Wire R into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Integrate Angular into the AI/ML Specialist toolchain

Wire Angular into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Integrate ClickHouse into the AI/ML Specialist toolchain

Wire ClickHouse into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Integrate React Native into the AI/ML Specialist toolchain

Wire React Native into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Integrate Elasticsearch into the AI/ML Specialist toolchain

Wire Elasticsearch into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Integrate PowerShell into the AI/ML Specialist toolchain

Wire PowerShell into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Integrate Apache SpamAssassin into the AI/ML Specialist toolchain

Wire Apache SpamAssassin into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Integrate Apache Ant into the AI/ML Specialist toolchain

Wire Apache Ant into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Integrate Semantic Kernel into the AI/ML Specialist toolchain

Wire Semantic Kernel into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Integrate TensorFlow into the AI/ML Specialist toolchain

Wire TensorFlow into the AI/ML Specialist toolchain to make it part of the role's daily working set.

Adopt TCP/IP as a AI/ML Specialist standard

Establish TCP/IP as a baseline standard the AI/ML Specialist role works against.

Adopt Object-Oriented Programming as a AI/ML Specialist standard

Establish Object-Oriented Programming as a baseline standard the AI/ML Specialist role works against.

Adopt Lean Manufacturing as a AI/ML Specialist standard

Establish Lean Manufacturing as a baseline standard the AI/ML Specialist role works against.

Adopt Event Sourcing as a AI/ML Specialist standard

Establish Event Sourcing as a baseline standard the AI/ML Specialist role works against.

Adopt Entity Relationship as a AI/ML Specialist standard

Establish Entity Relationship as a baseline standard the AI/ML Specialist role works against.

Adopt Certificate Enrolment Protocols as a AI/ML Specialist standard

Establish Certificate Enrolment Protocols as a baseline standard the AI/ML Specialist role works against.

Adopt Dependency Injection as a AI/ML Specialist standard

Establish Dependency Injection as a baseline standard the AI/ML Specialist role works against.

Adopt Acceptance Criteria as a AI/ML Specialist standard

Establish Acceptance Criteria as a baseline standard the AI/ML Specialist role works against.

Adopt HTTP as a AI/ML Specialist standard

Establish HTTP as a baseline standard the AI/ML Specialist role works against.

Adopt Equator Principles as a AI/ML Specialist standard

Establish Equator Principles as a baseline standard the AI/ML Specialist role works against.

Services to adopt
  • Standardize on Adobe Campaign — Make Adobe Campaign a default tool in the AI/ML Specialist stack.
  • Standardize on WhatsApp — Make WhatsApp a default tool in the AI/ML Specialist stack.
  • Standardize on Pluralsight — Make Pluralsight a default tool in the AI/ML Specialist stack.
  • Standardize on Adobe Illustrator — Make Adobe Illustrator a default tool in the AI/ML Specialist stack.
  • Standardize on Adobe Photoshop — Make Adobe Photoshop a default tool in the AI/ML Specialist stack.
  • Standardize on PeopleSoft — Make PeopleSoft a default tool in the AI/ML Specialist stack.
  • Standardize on Twitter — Make Twitter a default tool in the AI/ML Specialist stack.
  • Standardize on Instagram — Make Instagram a default tool in the AI/ML Specialist stack.
  • Standardize on Google Analytics — Make Google Analytics a default tool in the AI/ML Specialist stack.
  • Standardize on Photoshop — Make Photoshop a default tool in the AI/ML Specialist stack.
  • Standardize on LinkedIn — Make LinkedIn a default tool in the AI/ML Specialist stack.
  • Standardize on Port — Make Port a default tool in the AI/ML Specialist stack.
  • Standardize on Microsoft Entity Framework — Make Microsoft Entity Framework a default tool in the AI/ML Specialist stack.
  • Standardize on Palo Alto Networks — Make Palo Alto Networks a default tool in the AI/ML Specialist stack.
  • Standardize on Crystal Reports — Make Crystal Reports a default tool in the AI/ML Specialist stack.
Tools to integrate
  • Integrate Apache DolphinScheduler — Wire Apache DolphinScheduler into the AI/ML Specialist toolchain.
  • Integrate Apache AGE — Wire Apache AGE into the AI/ML Specialist toolchain.
  • Integrate R — Wire R into the AI/ML Specialist toolchain.
  • Integrate Angular — Wire Angular into the AI/ML Specialist toolchain.
  • Integrate ClickHouse — Wire ClickHouse into the AI/ML Specialist toolchain.
  • Integrate React Native — Wire React Native into the AI/ML Specialist toolchain.
  • Integrate Elasticsearch — Wire Elasticsearch into the AI/ML Specialist toolchain.
  • Integrate PowerShell — Wire PowerShell into the AI/ML Specialist toolchain.
  • Integrate Apache SpamAssassin — Wire Apache SpamAssassin into the AI/ML Specialist toolchain.
  • Integrate Apache Ant — Wire Apache Ant into the AI/ML Specialist toolchain.
  • Integrate Semantic Kernel — Wire Semantic Kernel into the AI/ML Specialist toolchain.
  • Integrate TensorFlow — Wire TensorFlow into the AI/ML Specialist toolchain.
  • Integrate Matplotlib — Wire Matplotlib into the AI/ML Specialist toolchain.
  • Integrate Terraform — Wire Terraform into the AI/ML Specialist toolchain.
  • Integrate Ethereum — Wire Ethereum into the AI/ML Specialist toolchain.
Standards to adopt
  • Adopt TCP/IP — Use TCP/IP as a baseline standard for the AI/ML Specialist role.
  • Adopt Object-Oriented Programming — Use Object-Oriented Programming as a baseline standard for the AI/ML Specialist role.
  • Adopt Lean Manufacturing — Use Lean Manufacturing as a baseline standard for the AI/ML Specialist role.
  • Adopt Event Sourcing — Use Event Sourcing as a baseline standard for the AI/ML Specialist role.
  • Adopt Entity Relationship — Use Entity Relationship as a baseline standard for the AI/ML Specialist role.
  • Adopt Certificate Enrolment Protocols — Use Certificate Enrolment Protocols as a baseline standard for the AI/ML Specialist role.
  • Adopt Dependency Injection — Use Dependency Injection as a baseline standard for the AI/ML Specialist role.
  • Adopt Acceptance Criteria — Use Acceptance Criteria as a baseline standard for the AI/ML Specialist role.
  • Adopt HTTP — Use HTTP as a baseline standard for the AI/ML Specialist role.
  • Adopt Equator Principles — Use Equator Principles as a baseline standard for the AI/ML Specialist role.
Areas of investment
  • Invest in Reinforcement Learning — Treat Reinforcement Learning as a strategic investment area for the AI/ML Specialist role.
  • Invest in CI — Treat CI as a strategic investment area for the AI/ML Specialist role.
  • Invest in Active Directory — Treat Active Directory as a strategic investment area for the AI/ML Specialist role.
  • Invest in Artificial Intelligence — Treat Artificial Intelligence as a strategic investment area for the AI/ML Specialist role.
  • Invest in UI — Treat UI as a strategic investment area for the AI/ML Specialist role.
  • Invest in Operational Technologies — Treat Operational Technologies as a strategic investment area for the AI/ML Specialist role.
  • Invest in Integrated Development Environments — Treat Integrated Development Environments as a strategic investment area for the AI/ML Specialist role.
  • Invest in ORM — Treat ORM as a strategic investment area for the AI/ML Specialist role.
  • Invest in BI — Treat BI as a strategic investment area for the AI/ML Specialist role.
  • Invest in Electronic Data Interchange — Treat Electronic Data Interchange as a strategic investment area for the AI/ML Specialist role.
talentOrganizationalDesign57,770
data45,523
cloud32,492
security27,455
code27,326
ai27,306
operations27,230
governance25,964
automation24,072
partnershipsEcosystems23,221
roiBusinessMetrics19,224
languages17,044
apache16,391
aiReviewApproval14,631
api13,714
integrations13,512
services13,029
cncf12,643
observability12,461
platform12,268
standardization12,180
providerStrategy12,056
testingQuality12,048
developerExprience11,435
regulatoryPosture11,319
openSource10,013
alignment9,834
databases9,658
patterns8,563
containers8,503
  • Reinforcement Learning
  • CI
  • Active Directory
  • Artificial Intelligence
  • UI
  • Operational Technologies
  • Integrated Development Environments
  • ORM
  • BI
  • Electronic Data Interchange
  • Business
  • Wins
  • DNS, DHCP, and IP Address Management
  • Deep Learning
  • Rich Internet Applications
  • Support
  • Data
  • Development
  • Tracs
  • Performance
  • Machine Learning
  • Design
  • Systems
  • ERP
  • Management
  • Operations
  • Technologies
  • Services
  • Graphical User Interfaces
  • Excels
  • C
  • Solutions
  • Tools
  • Trainings
  • Tests
  • Organizations
  • Forms
  • Application Programming Interfaces
  • Platforms
  • Communications
  • Products
  • Strategies
  • Leaderships
  • Search
  • Media
  • Safes
  • Collaborations
  • Controls
  • Plannings
  • Policies
  • Educations
  • Legal
  • Learning
  • Defis
  • Requirements
  • Document Object Models
  • Deliveries
  • Analysis
  • Research
  • Innovation
  • Compliance
  • Events
  • Software
  • Reportings
  • Projects
  • Computer Aided Manufacturing
  • Applications
  • Efficiencies
  • Security
  • Computer Aided Design
  • Processes
  • Sales
  • Engineering
  • Computes
  • Travels
  • Finances
  • Communities
  • Marketing
  • Digitals
  • Insights
  • Employment
  • Functions
  • Mails
  • Production
  • Audits
  • Executions
  • Implementations
  • Maintenance
  • Integrations
  • Codes
  • UX
  • Tasks
  • Analytics
  • Safety
  • Tainas
  • Webs
  • Presentations
  • Enterprises
  • Administration
  • Contents
  • Integrity
  • Infrastructure
  • Words
  • Customer Service
  • Metrics
  • Updates
  • Certifications
  • Revenues
  • Foundations
  • Feedback
  • Tracking
  • Reviews
  • Monitoring
  • Workflows
  • Best Practices
  • Automation
  • Accounting
  • Protection
  • Meetings
  • Documentations
  • Valuations
  • Assessments
  • Documents
  • Markets
  • Emails
  • Distributions
  • Administratives
  • Reliabilities
  • Equipments
  • Frameworks
  • Intelligence
  • Governance
  • Pipelines
  • Productivity
  • Voice
  • Ideas
  • Flexibilities
  • Optimizations
  • Accountability
  • Project Management
  • Investments
  • QA
  • Evaluations
  • Clouds
  • Pricings
  • Continuous Improvements
  • Hirings
  • Awareness
  • Insurances
  • Application Lifecycle Management
  • Adobe Campaign
  • WhatsApp
  • Pluralsight
  • Adobe Illustrator
  • Adobe Photoshop
  • PeopleSoft
  • Twitter
  • Instagram
  • Google Analytics
  • Photoshop
  • LinkedIn
  • Port
  • Microsoft Entity Framework
  • Palo Alto Networks
  • Crystal Reports
  • SharePoint
  • GitHub
  • Datadog
  • Sparx Enterprise Architect
  • Adobe Creative Cloud
  • Bloomberg Intelligence
  • Microsoft
  • Veritas InfoScale
  • Azure Functions
  • Google Optimize
  • Tradeweb
  • GitLab
  • Adobe Creative Suite
  • Azure Log Analytics
  • Microsoft Windows
  • TeamCity
  • Oracle Cloud
  • Salesforce
  • Youtube
  • Unity
  • Google Drive
  • Microsoft Edge
  • Microsoft Visio
  • Visio
  • Microsoft Office
  • Microsoft Endpoint Manager
  • Shell
  • Salesforce Lightning
  • Circana
  • Make
  • ZoomInfo
  • Microsoft Project
  • Microsoft Excel
  • Google Forms
  • HubSpot
  • Microsoft Teams
  • Azure DevOps
  • Microsoft Power Automate
  • IntelliJ IDEA
  • Square
  • New Relic
  • ServiceNow
  • Azure Machine Learning
  • Amazon Web Services
  • Adobe Analytics
  • Oracle Integration
  • Bloomberg Enterprise Data
  • WebSphere
  • Workday
  • Productiv
  • Navision
  • Teradata
  • Red Hat
  • SolarWinds
  • Bloomberg AIM
  • Microsoft Word
  • Salesforce Automation
  • MailChimp
  • Mastercard
  • Dynatrace
  • Bloomberg Economics
  • Lightroom
  • Adobe Launch
  • Google Apps Script
  • Merge
  • BigCommerce
  • Microsoft Outlook
  • Oracle E-Business Suite
  • Box
  • SAP
  • Microsoft PowerPoint
  • CloudFormation
  • Cloudflare
  • Confluence
  • Meta
  • Bitbucket
  • Vantage
  • Google Sheets
  • AutoCAD
  • Power BI
  • GitHub Actions
  • Hugging Face
  • Red Hat Ansible Automation Platform
  • Ansible Automation Platform
  • Google Maps
  • Apache DolphinScheduler
  • Apache AGE
  • R
  • Angular
  • ClickHouse
  • React Native
  • Elasticsearch
  • PowerShell
  • Apache SpamAssassin
  • Apache Ant
  • Semantic Kernel
  • TensorFlow
  • Matplotlib
  • Terraform
  • Ethereum
  • Apache Spatial
  • Apache POI
  • Apache SkyWalking
  • Apache ORC
  • Kubeflow
  • Prometheus
  • NumPy
  • Apache MINA
  • Pandas
  • Apache Traffic Control
  • Spring Boot
  • Git
  • Buildpacks
  • jQuery
  • Apache Flex
  • SonarQube
  • Python
  • Lean
  • Apache Hop
  • Scala
  • Apache Traffic Server
  • Consul
  • PostgreSQL
  • Apache NiFi
  • Apache Aries
  • Kotlin
  • Dex
  • Perl
  • SPIRE
  • Spring Boot Admin Console
  • Apache Pivot
  • React
  • Apache APR
  • Score
  • Apache Roller
  • OpenTelemetry
  • WordPress
  • Apache Streams
  • Spring Framework
  • Spring
  • Keycloak
  • Kafka Connect
  • Open Policy Agent
  • Lima
  • Kubernetes Operators
  • Apache Rya
  • Vite
  • SOPS
  • Apache Spark
  • Argo
  • Fluid
  • Apache Web Services
  • Linux
  • Kubernetes
  • Docker
  • Vitess
  • Elastic Stack
  • Elk Stack
  • Elk
  • Vue.js
  • C++
  • Node.js
  • C#
  • Porter
  • Apache SINGA
  • Apache Hive
  • werf
  • Apache Storm
  • Jenkins
  • PyTorch
  • Swift
  • Apache Drill
  • Apache Velocity
  • Apache Kafka
  • Apache Portals
  • Apache FreeMarker
  • Apache Phoenix
  • Rook
  • Chef
  • Helm
  • Ansible
  • Apache Tcl
  • Flux
  • Apache
  • ORAS
  • TCP/IP
  • Object-Oriented Programming
  • Lean Manufacturing
  • Event Sourcing
  • Entity Relationship
  • Certificate Enrolment Protocols
  • Dependency Injection
  • Acceptance Criteria
  • HTTP
  • Equator Principles
  • Extreme Programming
  • BLE
  • Specification
  • WebSockets
  • OCI
  • SecOps
  • SUPPORT.md
  • NIO
  • SPA
  • SSO
  • REST
  • ISO
  • CS
  • NIST
  • Defense In Depth
  • Scaled Agile
  • AIS
  • SAFe Agile
  • Write Ahead Log
  • Standards
  • SECURITY.md
  • Regulation
  • Lean Management
  • Actor Model
  • Regulatory
  • Standard Operating Procedures
  • Protocol Buffers
  • Raft
  • LICENSE.md
  • Functional Programming
  • Event-driven Architecture
  • Methodology
  • CONTRIBUTING.md
  • MapReduce
  • SSL/TLS
  • IAM
  • Agile Methodology
  • Agile
  • SQL
  • Enterprise Integration Patterns
  • Integration Patterns
  • RACI
  • Quality Standards
  • Templates
  • OpenAPI
  • Prototypes
  • Data Models
  • Accounting Standards
  • Standardization
  • Internal Control Standards
  • Lean Six Sigma
  • Technical Specifications
  • DevOps
  • Use Cases
  • HTML
  • Product Backlog
  • Data Modeling
  • SOA
  • Service Oriented Architecture
  • Reactive Programming
  • XML
  • Scrum
  • Security Standards
  • Product Specifications
  • SDLC
  • Six Sigma
  • CODE_OF_CONDUCT.md
  • Consensus
  • Test Plans
  • Software Development Lifecycle
  • Software Development Life Cycle
  • OSHA
  • Design Standards
  • ITSM
  • ITIL
  • Software Design Patterns
  • User Stories
  • Convention Over Configuration
  • GDPR
  • SSH
  • Design Patterns
  • Schema Validation
  • RBAC
  • Process Flow Diagrams
  • FinOps
  • PDF
  • Security Standards And Procedures
  • DNS
  • Test Cases
  • MLOps

This page aggregates Naftiko Signals data for the AI/ML Specialist role across all 580 companies under coverage that exercise this role's vocabulary (services, tools, and standards). Aggregate signal score: 1,257,939.

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