Role · AI/Machine Learning

AI/ML Engineer

Develops artificial intelligence systems; implements machine learning models; creates intelligent automation solutions

783 companies 1,379,968 signal score

Impact Report — AI/ML Engineer

_Domain: AI/Machine Learning · Companies tracked: 783 · Aggregate signal score: 1,379,968_

Summary

The AI/ML Engineer role surfaces across 783 of the companies under Naftiko coverage, with an aggregate signal score of 1,379,968 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 Engineer function.

Top scoring categories

  • Talent & Organizational Design — score 64,488
  • Data — score 49,422
  • Cloud — score 34,953
  • Code — score 30,461
  • Security — score 30,155
  • Operations — score 29,489
  • Governance — score 29,252
  • Artificial Intelligence — score 28,956

Top areas of investment

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

Most-adopted services

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

Most-adopted tools

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

Standards in play

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

Top companies for this role

  • JP Morgan Chase (match score 26)
  • EY (match score 26)
  • Cigna (match score 26)
  • Visa (match score 25)
  • Range Resources (match score 25)
  • Juniper Networks (match score 25)
  • General Motors (match score 25)
  • Energy Transfer (match score 25)
  • Netflix (match score 25)
  • BMW (match score 25)

_This narrative is generated from per-company job postings and press releases aggregated through the Naftiko Signals pipeline. The deterministic template will be replaced with an LLM-generated narrative when ANTHROPIC_API_KEY is configured._

Companies most associated with this role (783 total)

JP Morgan Chasematch 263,695EYmatch 263,052Cignamatch 262,393Visamatch 252,973Range Resourcesmatch 252,829Juniper Networksmatch 252,698General Motorsmatch 252,418Energy Transfermatch 252,397Netflixmatch 252,203BMWmatch 251,509Leidosmatch 243,030Boschmatch 242,904Mastercardmatch 242,882Adobematch 242,849Barclaysmatch 242,802Seaboardmatch 242,671XPOmatch 242,671S&P Globalmatch 242,629Amgenmatch 242,609Hartford Financial Services Groupmatch 241,918Paramountmatch 241,917Volkswagenmatch 241,695Citimatch 233,033Inditexmatch 232,728Accenturematch 232,508Newmontmatch 232,446Rabobankmatch 232,443Sanofimatch 232,402Gxo Logisticsmatch 232,369Disneymatch 232,352Walt Disneymatch 232,344Boeingmatch 232,325JPMorgan Chasematch 231,928Lenovomatch 231,897Shopifymatch 231,850AstraZenecamatch 231,835Pfizermatch 231,737Salesforcematch 222,966Standard Charteredmatch 222,653Autodeskmatch 222,564UnitedHealth Groupmatch 222,524Capital Onematch 222,421Johnson & Johnsonmatch 222,222Eli Lillymatch 222,152Analog Devicesmatch 222,085AbbViematch 221,903PACCARmatch 221,851Dell Technologiesmatch 221,823Elseviermatch 221,771ADPmatch 221,741CDWmatch 221,612Nordstrommatch 221,367Ross Storesmatch 221,367Designer Brandsmatch 221,367Kyndryl Holdingsmatch 212,639Blackrockmatch 212,505Motorola Solutionsmatch 212,443Fidelity National Information Services (FIS)match 212,338Jones Lang LaSallematch 212,196Post Holdingsmatch 212,122Northern Trustmatch 212,106Arrow Electronicsmatch 211,976Maerskmatch 211,895AT&Tmatch 211,833Benchmark Electronicsmatch 211,803Whiting Petroleummatch 211,752PwCmatch 211,731Cadence Design Systemsmatch 211,708Expedia Groupmatch 211,6563Mmatch 211,343Thomson Reutersmatch 202,391Lockheed Martinmatch 202,270Fiservmatch 202,132Amazonmatch 202,100A-Mark Precious Metalsmatch 202,094Cencoramatch 201,976Philip Morrismatch 201,954Gartnermatch 201,906Workdaymatch 201,875TD SYNNEXmatch 201,825Intuitmatch 201,794AT&Tmatch 201,781Allstatematch 201,740Fox Corporationmatch 201,659Goodyear Tire & Rubbermatch 201,622Prudential Financialmatch 201,537Ameriprise Financialmatch 201,466Sabrematch 201,455Cienamatch 201,448Rolls-Roycematch 201,329Hawaiian Electric Industriesmatch 201,314Microchip Technologymatch 201,304Gilead Sciencesmatch 201,251AGCOmatch 201,220John Deerematch 201,189Exact Sciencesmatch 201,010Fannie Maematch 201,009Nexstar Media Groupmatch 20752INGmatch 192,509Equinixmatch 192,189Manulifematch 192,168Comcastmatch 192,104SS AND C Technologiesmatch 192,084CBS (Paramount Global)match 192,080Warner Bros. Discoverymatch 192,078KBRmatch 192,056BPmatch 192,016CrowdStrikematch 191,992Zurich Insurancematch 191,940IQVIAmatch 191,896Novartismatch 191,889Bank of Americamatch 191,882ServiceNowmatch 191,844Resmedmatch 191,811Commonwealth Bankmatch 191,625Baker Hughesmatch 191,595Royal Caribbean Groupmatch 191,576Metlifematch 191,522Marvell Technologymatch 191,466Synopsysmatch 191,466Popularmatch 191,452Rackspace Technologymatch 191,442Elanco Animal Healthmatch 191,402Intelmatch 191,387Edwards Lifesciencesmatch 191,383Fedexmatch 191,348Kimberly-Clarkmatch 191,345Exxon Mobilmatch 191,241Snapchatmatch 191,037Occidental Petroleummatch 19704Splunkmatch 182,370F5match 182,243Sanminamatch 181,919GEICOmatch 181,918HPmatch 181,888Rockwell Automationmatch 181,781Equifaxmatch 181,749Broadcommatch 181,675Wells Fargomatch 181,656Strykermatch 181,634ABN AMROmatch 181,627Mondelez Internationalmatch 181,599American Expressmatch 181,594Airbusmatch 181,529Raymond James Financialmatch 181,504Sempramatch 181,484Targetmatch 181,483Elevance Healthmatch 181,449Kaiser Permanentematch 181,402Nikematch 181,400Zoommatch 181,388Illuminamatch 181,353Labcorpmatch 181,349Bentley Systemsmatch 181,328Alightmatch 181,308Shellmatch 181,246Verizonmatch 181,144Ulta Beautymatch 181,133Gapmatch 181,111Verizon Communicationsmatch 181,101Dick's Sporting Goodsmatch 181,021Fifth Third Bancorpmatch 18995Fluormatch 18995Hyundaimatch 18994Global Partners LPmatch 18765Northrop Grummanmatch 172,310Mattelmatch 171,911Becton Dickinsonmatch 171,896PNC Financial Services Groupmatch 171,827Moodysmatch 171,757Samsungmatch 171,705Jabilmatch 171,677Huntington Bancsharesmatch 171,585Ares Managementmatch 171,536GSKmatch 171,507Xylemmatch 171,483Airbnbmatch 171,468Chevronmatch 171,398Collibramatch 171,354Texacomatch 171,310Voya Financialmatch 171,257Stericyclematch 171,249NVIDIAmatch 171,237Envista Holdingsmatch 171,228NOVmatch 171,204Digital Realty Trustmatch 171,048NextEra Energymatch 17976Carrier Globalmatch 17751Spotifymatch 162,099CNX Resourcesmatch 162,093Concentrixmatch 162,093US Bancorpmatch 162,042McKessonmatch 161,897Charles Schwabmatch 161,661Bayermatch 161,621Icahn Enterprisesmatch 161,615M&T Bankmatch 161,564Synovus Financialmatch 161,549Live Nation Entertainmentmatch 161,544Freddie Macmatch 161,542
Adopt Pluralsight for the AI/ML Engineer role

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

Adopt Adobe Photoshop for the AI/ML Engineer role

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

Adopt PeopleSoft for the AI/ML Engineer role

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

Adopt Twitter for the AI/ML Engineer role

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

Adopt Photoshop for the AI/ML Engineer role

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

Adopt Palo Alto Networks for the AI/ML Engineer role

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

Adopt Crystal Reports for the AI/ML Engineer role

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

Adopt Sparx Enterprise Architect for the AI/ML Engineer role

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

Adopt Adobe Campaign for the AI/ML Engineer role

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

Adopt Adobe Illustrator for the AI/ML Engineer role

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

Adopt Instagram for the AI/ML Engineer role

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

Adopt LinkedIn for the AI/ML Engineer role

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

Adopt GitHub for the AI/ML Engineer role

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

Adopt Adobe Creative Cloud for the AI/ML Engineer role

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

Adopt Port for the AI/ML Engineer role

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

Adopt WhatsApp for the AI/ML Engineer role

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

Adopt Bloomberg Intelligence for the AI/ML Engineer role

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

Adopt Google Analytics for the AI/ML Engineer role

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

Adopt SharePoint for the AI/ML Engineer role

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

Adopt Google Optimize for the AI/ML Engineer role

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

Adopt Microsoft for the AI/ML Engineer role

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

Adopt Microsoft Entity Framework for the AI/ML Engineer role

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

Adopt Veritas InfoScale for the AI/ML Engineer role

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

Adopt GitLab for the AI/ML Engineer role

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

Adopt Azure Functions for the AI/ML Engineer role

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

Integrate R into the AI/ML Engineer toolchain

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

Integrate Elasticsearch into the AI/ML Engineer toolchain

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

Integrate PowerShell into the AI/ML Engineer toolchain

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

Integrate Angular into the AI/ML Engineer toolchain

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

Integrate ClickHouse into the AI/ML Engineer toolchain

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

Integrate Apache DolphinScheduler into the AI/ML Engineer toolchain

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

Integrate Apache AGE into the AI/ML Engineer toolchain

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

Integrate Apache SpamAssassin into the AI/ML Engineer toolchain

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

Integrate React Native into the AI/ML Engineer toolchain

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

Integrate Matplotlib into the AI/ML Engineer toolchain

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

Integrate Apache Ant into the AI/ML Engineer toolchain

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

Integrate Semantic Kernel into the AI/ML Engineer toolchain

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

Adopt TCP/IP as a AI/ML Engineer standard

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

Adopt Event Sourcing as a AI/ML Engineer standard

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

Adopt Entity Relationship as a AI/ML Engineer standard

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

Adopt HTTP as a AI/ML Engineer standard

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

Adopt Lean Manufacturing as a AI/ML Engineer standard

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

Adopt Dependency Injection as a AI/ML Engineer standard

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

Adopt Acceptance Criteria as a AI/ML Engineer standard

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

Adopt Certificate Enrolment Protocols as a AI/ML Engineer standard

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

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

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

Adopt Equator Principles as a AI/ML Engineer standard

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

Services to adopt
  • Standardize on Pluralsight — Make Pluralsight a default tool in the AI/ML Engineer stack.
  • Standardize on Adobe Photoshop — Make Adobe Photoshop a default tool in the AI/ML Engineer stack.
  • Standardize on PeopleSoft — Make PeopleSoft a default tool in the AI/ML Engineer stack.
  • Standardize on Twitter — Make Twitter a default tool in the AI/ML Engineer stack.
  • Standardize on Photoshop — Make Photoshop a default tool in the AI/ML Engineer stack.
  • Standardize on Palo Alto Networks — Make Palo Alto Networks a default tool in the AI/ML Engineer stack.
  • Standardize on Crystal Reports — Make Crystal Reports a default tool in the AI/ML Engineer stack.
  • Standardize on Sparx Enterprise Architect — Make Sparx Enterprise Architect a default tool in the AI/ML Engineer stack.
  • Standardize on Adobe Campaign — Make Adobe Campaign a default tool in the AI/ML Engineer stack.
  • Standardize on Adobe Illustrator — Make Adobe Illustrator a default tool in the AI/ML Engineer stack.
  • Standardize on Instagram — Make Instagram a default tool in the AI/ML Engineer stack.
  • Standardize on LinkedIn — Make LinkedIn a default tool in the AI/ML Engineer stack.
  • Standardize on GitHub — Make GitHub a default tool in the AI/ML Engineer stack.
  • Standardize on Adobe Creative Cloud — Make Adobe Creative Cloud a default tool in the AI/ML Engineer stack.
  • Standardize on Port — Make Port a default tool in the AI/ML Engineer stack.
Tools to integrate
  • Integrate R — Wire R into the AI/ML Engineer toolchain.
  • Integrate Elasticsearch — Wire Elasticsearch into the AI/ML Engineer toolchain.
  • Integrate PowerShell — Wire PowerShell into the AI/ML Engineer toolchain.
  • Integrate Angular — Wire Angular into the AI/ML Engineer toolchain.
  • Integrate ClickHouse — Wire ClickHouse into the AI/ML Engineer toolchain.
  • Integrate Apache DolphinScheduler — Wire Apache DolphinScheduler into the AI/ML Engineer toolchain.
  • Integrate Apache AGE — Wire Apache AGE into the AI/ML Engineer toolchain.
  • Integrate Apache SpamAssassin — Wire Apache SpamAssassin into the AI/ML Engineer toolchain.
  • Integrate React Native — Wire React Native into the AI/ML Engineer toolchain.
  • Integrate Matplotlib — Wire Matplotlib into the AI/ML Engineer toolchain.
  • Integrate Apache Ant — Wire Apache Ant into the AI/ML Engineer toolchain.
  • Integrate Semantic Kernel — Wire Semantic Kernel into the AI/ML Engineer toolchain.
  • Integrate TensorFlow — Wire TensorFlow into the AI/ML Engineer toolchain.
  • Integrate Apache Spatial — Wire Apache Spatial into the AI/ML Engineer toolchain.
  • Integrate Terraform — Wire Terraform into the AI/ML Engineer toolchain.
Standards to adopt
  • Adopt TCP/IP — Use TCP/IP as a baseline standard for the AI/ML Engineer role.
  • Adopt Event Sourcing — Use Event Sourcing as a baseline standard for the AI/ML Engineer role.
  • Adopt Entity Relationship — Use Entity Relationship as a baseline standard for the AI/ML Engineer role.
  • Adopt HTTP — Use HTTP as a baseline standard for the AI/ML Engineer role.
  • Adopt Lean Manufacturing — Use Lean Manufacturing as a baseline standard for the AI/ML Engineer role.
  • Adopt Dependency Injection — Use Dependency Injection as a baseline standard for the AI/ML Engineer role.
  • Adopt Acceptance Criteria — Use Acceptance Criteria as a baseline standard for the AI/ML Engineer role.
  • Adopt Certificate Enrolment Protocols — Use Certificate Enrolment Protocols as a baseline standard for the AI/ML Engineer role.
  • Adopt Object-Oriented Programming — Use Object-Oriented Programming as a baseline standard for the AI/ML Engineer role.
  • Adopt Equator Principles — Use Equator Principles as a baseline standard for the AI/ML Engineer role.
Areas of investment
  • Invest in CI — Treat CI as a strategic investment area for the AI/ML Engineer role.
  • Invest in Active Directory — Treat Active Directory as a strategic investment area for the AI/ML Engineer role.
  • Invest in Artificial Intelligence — Treat Artificial Intelligence as a strategic investment area for the AI/ML Engineer role.
  • Invest in Operational Technologies — Treat Operational Technologies as a strategic investment area for the AI/ML Engineer role.
  • Invest in Integrated Development Environments — Treat Integrated Development Environments as a strategic investment area for the AI/ML Engineer role.
  • Invest in UI — Treat UI as a strategic investment area for the AI/ML Engineer role.
  • Invest in BI — Treat BI as a strategic investment area for the AI/ML Engineer role.
  • Invest in ORM — Treat ORM as a strategic investment area for the AI/ML Engineer role.
  • Invest in Electronic Data Interchange — Treat Electronic Data Interchange as a strategic investment area for the AI/ML Engineer role.
  • Invest in Reinforcement Learning — Treat Reinforcement Learning as a strategic investment area for the AI/ML Engineer role.
talentOrganizationalDesign64,488
data49,422
cloud34,953
code30,461
security30,155
operations29,489
governance29,252
ai28,956
automation26,286
partnershipsEcosystems25,360
roiBusinessMetrics21,126
languages18,892
apache18,283
aiReviewApproval15,852
api15,519
integrations15,014
services14,528
standardization14,238
cncf13,779
platform13,563
observability13,557
testingQuality13,011
providerStrategy12,931
developerExprience12,754
regulatoryPosture12,749
openSource10,829
alignment10,750
databases10,546
patterns9,634
containers9,060
  • CI
  • Active Directory
  • Artificial Intelligence
  • Operational Technologies
  • Integrated Development Environments
  • UI
  • BI
  • ORM
  • Electronic Data Interchange
  • Reinforcement Learning
  • C
  • Business
  • Support
  • Deep Learning
  • Rich Internet Applications
  • Wins
  • Development
  • Systems
  • Management
  • Tracs
  • Design
  • Data
  • Technologies
  • Operations
  • Performance
  • Solutions
  • DNS, DHCP, and IP Address Management
  • ERP
  • Communications
  • Services
  • Tests
  • Search
  • Organizations
  • Excels
  • Tools
  • Application Programming Interfaces
  • Graphical User Interfaces
  • Platforms
  • Machine Learning
  • Trainings
  • Products
  • Forms
  • Leaderships
  • Requirements
  • Media
  • Educations
  • Policies
  • Controls
  • Strategies
  • Safes
  • Plannings
  • Compliance
  • Collaborations
  • Research
  • Projects
  • Sales
  • Reportings
  • Analysis
  • Communities
  • Learning
  • Software
  • Security
  • Employment
  • Defis
  • Deliveries
  • Applications
  • Processes
  • Legal
  • Innovation
  • Computes
  • Travels
  • Document Object Models
  • Marketing
  • Events
  • Engineering
  • Finances
  • Functions
  • Mails
  • Computer Aided Manufacturing
  • Executions
  • Maintenance
  • Production
  • Efficiencies
  • Audits
  • Implementations
  • Computer Aided Design
  • Safety
  • Tasks
  • Enterprises
  • Digitals
  • Insights
  • Webs
  • Codes
  • Certifications
  • Analytics
  • Integrations
  • Customer Service
  • Presentations
  • Administration
  • Documentations
  • Integrity
  • Reviews
  • Contents
  • Monitoring
  • Equipments
  • Words
  • Emails
  • Protection
  • Tainas
  • Tracking
  • UX
  • Metrics
  • Automation
  • Best Practices
  • Updates
  • Infrastructure
  • Accounting
  • Assessments
  • Workflows
  • Meetings
  • Distributions
  • Documents
  • Administratives
  • Feedback
  • Valuations
  • Hirings
  • Insurances
  • Revenues
  • Project Management
  • Intelligence
  • Governance
  • Ideas
  • Markets
  • Continuous Improvements
  • Frameworks
  • Clouds
  • Productivity
  • Flexibilities
  • Accountability
  • Evaluations
  • Foundations
  • Voice
  • Identities
  • Pipelines
  • Clients
  • Optimizations
  • Reliabilities
  • Investments
  • Pricings
  • Databases
  • Pluralsight
  • Adobe Photoshop
  • PeopleSoft
  • Twitter
  • Photoshop
  • Palo Alto Networks
  • Crystal Reports
  • Sparx Enterprise Architect
  • Adobe Campaign
  • Adobe Illustrator
  • Instagram
  • LinkedIn
  • GitHub
  • Adobe Creative Cloud
  • Port
  • WhatsApp
  • Bloomberg Intelligence
  • Google Analytics
  • SharePoint
  • Google Optimize
  • Microsoft
  • Microsoft Entity Framework
  • Veritas InfoScale
  • GitLab
  • Azure Functions
  • Tradeweb
  • Datadog
  • Azure Log Analytics
  • TeamCity
  • Unity
  • Microsoft Windows
  • Adobe Creative Suite
  • Youtube
  • Salesforce
  • Shell
  • Salesforce Lightning
  • Google Drive
  • Microsoft Office
  • Make
  • Oracle Cloud
  • Microsoft Visio
  • Visio
  • Microsoft Edge
  • Microsoft Project
  • Microsoft Endpoint Manager
  • Circana
  • Microsoft Excel
  • ZoomInfo
  • Microsoft Teams
  • Google Forms
  • HubSpot
  • Azure DevOps
  • Microsoft Power Automate
  • IntelliJ IDEA
  • Square
  • Adobe Analytics
  • Amazon Web Services
  • ServiceNow
  • New Relic
  • Oracle Integration
  • Bloomberg Enterprise Data
  • WebSphere
  • Azure Machine Learning
  • Red Hat
  • Productiv
  • Workday
  • Teradata
  • Microsoft Word
  • Navision
  • SolarWinds
  • Bloomberg AIM
  • Salesforce Automation
  • Bloomberg Economics
  • Mastercard
  • MailChimp
  • Dynatrace
  • Merge
  • Google Apps Script
  • Oracle E-Business Suite
  • Adobe Launch
  • Microsoft Outlook
  • BigCommerce
  • Lightroom
  • SAP
  • CloudFormation
  • Cloudflare
  • Microsoft PowerPoint
  • Bitbucket
  • Box
  • Vantage
  • Confluence
  • Meta
  • Google Sheets
  • AutoCAD
  • Power BI
  • Red Hat Ansible Automation Platform
  • Ansible Automation Platform
  • GitHub Actions
  • Google Maps
  • Spot
  • R
  • Elasticsearch
  • PowerShell
  • Angular
  • ClickHouse
  • Apache DolphinScheduler
  • Apache AGE
  • Apache SpamAssassin
  • React Native
  • Matplotlib
  • Apache Ant
  • Semantic Kernel
  • TensorFlow
  • Apache Spatial
  • Terraform
  • Ethereum
  • Apache POI
  • Apache SkyWalking
  • Apache ORC
  • Prometheus
  • Pandas
  • Apache Traffic Control
  • Kubeflow
  • jQuery
  • Apache MINA
  • Buildpacks
  • Apache Flex
  • NumPy
  • Spring Boot
  • Git
  • SonarQube
  • Lean
  • Python
  • Scala
  • Consul
  • PostgreSQL
  • Apache Hop
  • Apache NiFi
  • Apache Aries
  • Apache Traffic Server
  • Kotlin
  • Dex
  • SPIRE
  • Perl
  • Spring Boot Admin Console
  • React
  • Apache Pivot
  • Apache APR
  • OpenTelemetry
  • Apache Roller
  • Spring Framework
  • Spring
  • WordPress
  • Score
  • Apache Streams
  • Open Policy Agent
  • Lima
  • Keycloak
  • Kafka Connect
  • Kubernetes Operators
  • 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
  • Apache Portals
  • Chef
  • Apache Kafka
  • Apache FreeMarker
  • Helm
  • Ansible
  • Apache Tcl
  • Flux
  • ORAS
  • Hashicorp Vault
  • TCP/IP
  • Event Sourcing
  • Entity Relationship
  • HTTP
  • Lean Manufacturing
  • Dependency Injection
  • Acceptance Criteria
  • Certificate Enrolment Protocols
  • Object-Oriented Programming
  • Equator Principles
  • BLE
  • Extreme Programming
  • Specification
  • SUPPORT.md
  • WebSockets
  • SecOps
  • CS
  • OCI
  • NIO
  • REST
  • SPA
  • ISO
  • SSO
  • NIST
  • Defense In Depth
  • Scaled Agile
  • SAFe Agile
  • Standards
  • Write Ahead Log
  • SECURITY.md
  • AIS
  • Lean Management
  • Regulation
  • Regulatory
  • Actor Model
  • Standard Operating Procedures
  • LICENSE.md
  • Raft
  • Protocol Buffers
  • Event-driven Architecture
  • Functional Programming
  • Methodology
  • CONTRIBUTING.md
  • IAM
  • Agile Methodology
  • Agile
  • SQL
  • MapReduce
  • SSL/TLS
  • Enterprise Integration Patterns
  • Integration Patterns
  • RACI
  • Quality Standards
  • Templates
  • OpenAPI
  • Accounting Standards
  • Internal Control Standards
  • Technical Specifications
  • HTML
  • Prototypes
  • Data Models
  • DevOps
  • Lean Six Sigma
  • Standardization
  • Use Cases
  • Product Backlog
  • SOA
  • Service Oriented Architecture
  • 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
  • SSH
  • PDF
  • 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 AI/ML Engineer role across all 783 companies under coverage that exercise this role's vocabulary (services, tools, and standards). Aggregate signal score: 1,379,968.

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