Role · Business PM

Data Engineer

Builds and maintains data pipelines and infrastructure; transforms raw data into usable formats; ensures data quality and availability

733 companies 1,370,532 signal score

Impact Report — Data Engineer

_Domain: Business PM · Companies tracked: 733 · Aggregate signal score: 1,370,532_

Summary

The Data Engineer role surfaces across 733 of the companies under Naftiko coverage, with an aggregate signal score of 1,370,532 across all scoring categories. This report aggregates the top areas of investment, services, tools, and standards that companies are investing in for the Data Engineer function.

Top scoring categories

  • Talent & Organizational Design — score 63,910
  • Data — score 49,184
  • Cloud — score 34,826
  • Code — score 30,203
  • Security — score 29,917
  • Operations — score 29,378
  • Governance — score 28,993
  • Artificial Intelligence — score 28,778

Top areas of investment

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

Most-adopted services

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

Most-adopted tools

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

Standards in play

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

Top companies for this role

  • JP Morgan Chase (match score 21)
  • EY (match score 21)
  • Citi (match score 21)
  • Salesforce (match score 21)
  • Bosch (match score 21)
  • Mastercard (match score 21)
  • Adobe (match score 21)
  • Range Resources (match score 21)
  • Barclays (match score 21)
  • Seaboard (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 (733 total)

JP Morgan Chasematch 213,695EYmatch 213,052Citimatch 213,033Salesforcematch 212,966Boschmatch 212,904Mastercardmatch 212,882Adobematch 212,849Range Resourcesmatch 212,829Barclaysmatch 212,802Seaboardmatch 212,671XPOmatch 212,671Standard Charteredmatch 212,653Kyndryl Holdingsmatch 212,639S&P Globalmatch 212,629Amgenmatch 212,609UnitedHealth Groupmatch 212,524Accenturematch 212,508Blackrockmatch 212,505Newmontmatch 212,446Rabobankmatch 212,443Sanofimatch 212,402Cignamatch 212,393Disneymatch 212,352Walt Disneymatch 212,344Boeingmatch 212,325Johnson & Johnsonmatch 212,222McKessonmatch 211,897Moodysmatch 211,757Transunionmatch 211,682Leidosmatch 203,030Juniper Networksmatch 202,698Motorola Solutionsmatch 202,443General Motorsmatch 202,418Energy Transfermatch 202,397Northern Trustmatch 202,106BPmatch 202,016Paramountmatch 201,917Fox Corporationmatch 201,659Sempramatch 201,484Rackspace Technologymatch 201,442USAAmatch 20892Visamatch 192,973Inditexmatch 192,728Capital Onematch 192,421Thomson Reutersmatch 192,391Lockheed Martinmatch 192,270Netflixmatch 192,203Fiservmatch 192,132Spotifymatch 192,099A-Mark Precious Metalsmatch 192,094CNX Resourcesmatch 192,093Concentrixmatch 192,093CBS (Paramount Global)match 192,080Warner Bros. Discoverymatch 192,078US Bancorpmatch 192,042Arrow Electronicsmatch 191,976Sanminamatch 191,919GEICOmatch 191,918Hartford Financial Services Groupmatch 191,918Gartnermatch 191,906AbbViematch 191,903Novartismatch 191,889TD SYNNEXmatch 191,825PwCmatch 191,731BMWmatch 191,509Regeneron Pharmaceuticalsmatch 191,475Collibramatch 191,3543Mmatch 191,343Regeneronmatch 191,244Henry Scheinmatch 191,123Fidelity National Information Services (FIS)match 182,338Eli Lillymatch 182,152SS AND C Technologiesmatch 182,084Zurich Insurancematch 181,940Becton Dickinsonmatch 181,896IQVIAmatch 181,896PACCARmatch 181,851Pfizermatch 181,737Charles Schwabmatch 181,661Nasdaqmatch 181,569M&T Bankmatch 181,564Freddie Macmatch 181,542Ameriprise Financialmatch 181,466Popularmatch 181,452Kaiser Permanentematch 181,402Labcorpmatch 181,349Colgate Palmolivematch 181,163Light & Wondermatch 181,150First American Financialmatch 181,102Conagra Brandsmatch 18986INGmatch 172,509F5match 172,243Jones Lang LaSallematch 172,196Manulifematch 172,168Cencoramatch 171,976JPMorgan Chasematch 171,928Shopifymatch 171,850ServiceNowmatch 171,844AstraZenecamatch 171,835Whiting Petroleummatch 171,752Volkswagenmatch 171,695Wells Fargomatch 171,656Mondelez Internationalmatch 171,599Ares Managementmatch 171,536GSKmatch 171,507Xylemmatch 171,483Cienamatch 171,448Nikematch 171,400Scotiabankmatch 171,335Otis Worldwidematch 171,301Western Alliance Bancorp.match 171,251PVHmatch 171,229NOVmatch 171,204Nationwidematch 171,060Northwestern Mutualmatch 171,033Splunkmatch 162,370Gxo Logisticsmatch 162,369Northrop Grummanmatch 162,310Equinixmatch 162,189Post Holdingsmatch 162,122Comcastmatch 162,104Lenovomatch 161,897Maerskmatch 161,895HPmatch 161,888Workdaymatch 161,875AT&Tmatch 161,833Dell Technologiesmatch 161,823AT&Tmatch 161,781ADPmatch 161,741ABN AMROmatch 161,627CDWmatch 161,612Royal Caribbean Groupmatch 161,576Marvell Technologymatch 161,466Synopsysmatch 161,466Edwards Lifesciencesmatch 161,383Shellmatch 161,246Exxon Mobilmatch 161,241AGCOmatch 161,220Vertex Pharmaceuticalsmatch 161,175Stanley Black & Deckermatch 161,142Gapmatch 161,111Legomatch 161,078Exact Sciencesmatch 161,010Scotts Miracle Gromatch 16735Cinemark Holdingsmatch 16574Analog Devicesmatch 152,085Philip Morrismatch 151,954Mattelmatch 151,911Bank of Americamatch 151,882Resmedmatch 151,811Intuitmatch 151,794Elseviermatch 151,771Equifaxmatch 151,749Samsungmatch 151,705Jabilmatch 151,677Commonwealth Bankmatch 151,625Baker Hughesmatch 151,595Prudential Financialmatch 151,537Oraclematch 151,459Sabrematch 151,455Chevronmatch 151,398Resideo Technologiesmatch 151,357Columbia Sportswearmatch 151,336Owens & Minormatch 151,328Texacomatch 151,310Voya Financialmatch 151,257Skechers U.S.A.match 151,230McKinsey & Companymatch 151,155Avis Budgetmatch 15945Entegrismatch 15944Biogenmatch 15918Kohlsmatch 15916DuPontmatch 15824TJX Companiesmatch 15785Cincinnati Financialmatch 15731Autodeskmatch 142,564CrowdStrikematch 141,992Global Paymentsmatch 141,865PNC Financial Services Groupmatch 141,827Benchmark Electronicsmatch 141,803Expedia Groupmatch 141,656Goodyear Tire & Rubbermatch 141,622Bayermatch 141,621Icahn Enterprisesmatch 141,615Huntington Bancsharesmatch 141,585Airbusmatch 141,529Metlifematch 141,522Medtronicmatch 141,486Targetmatch 141,483Teleflexmatch 141,464Elevance Healthmatch 141,449Elanco Animal Healthmatch 141,402Nordstrommatch 141,367Ross Storesmatch 141,367Designer Brandsmatch 141,367AIGmatch 141,346ScanSourcematch 141,341Lennarmatch 141,339Alightmatch 141,308Franklin Resourcesmatch 141,257
Adopt Adobe Campaign for the Data Engineer role

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

Adopt WhatsApp for the Data Engineer role

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

Adopt Pluralsight for the Data Engineer role

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

Adopt Adobe Illustrator for the Data Engineer role

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

Adopt Adobe Photoshop for the Data Engineer role

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

Adopt PeopleSoft for the Data Engineer role

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

Adopt Adobe Creative Cloud for the Data Engineer role

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

Adopt Twitter for the Data Engineer role

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

Adopt Instagram for the Data Engineer role

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

Adopt Google Analytics for the Data Engineer role

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

Adopt Photoshop for the Data Engineer role

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

Adopt LinkedIn for the Data Engineer role

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

Adopt Port for the Data Engineer role

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

Adopt Bloomberg Intelligence for the Data Engineer role

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

Adopt Palo Alto Networks for the Data Engineer role

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

Adopt Crystal Reports for the Data Engineer role

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

Adopt Microsoft for the Data Engineer role

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

Adopt Sparx Enterprise Architect for the Data Engineer role

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

Adopt Microsoft Entity Framework for the Data Engineer role

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

Adopt SharePoint for the Data Engineer role

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

Adopt GitHub for the Data Engineer role

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

Adopt Azure Functions for the Data Engineer role

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

Adopt GitLab for the Data Engineer role

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

Adopt Google Optimize for the Data Engineer role

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

Adopt Tradeweb for the Data Engineer role

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

Integrate Apache AGE into the Data Engineer toolchain

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

Integrate R into the Data Engineer toolchain

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

Integrate Angular into the Data Engineer toolchain

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

Integrate ClickHouse into the Data Engineer toolchain

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

Integrate React Native into the Data Engineer toolchain

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

Integrate Elasticsearch into the Data Engineer toolchain

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

Integrate PowerShell into the Data Engineer toolchain

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

Integrate Apache SpamAssassin into the Data Engineer toolchain

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

Integrate Semantic Kernel into the Data Engineer toolchain

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

Integrate Matplotlib into the Data Engineer toolchain

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

Integrate Apache DolphinScheduler into the Data Engineer toolchain

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

Integrate Apache Ant into the Data Engineer toolchain

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

Adopt TCP/IP as a Data Engineer standard

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

Adopt Lean Manufacturing as a Data Engineer standard

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

Adopt Event Sourcing as a Data Engineer standard

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

Adopt Entity Relationship as a Data Engineer standard

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

Adopt Certificate Enrolment Protocols as a Data Engineer standard

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

Adopt Dependency Injection as a Data Engineer standard

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

Adopt Acceptance Criteria as a Data Engineer standard

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

Adopt HTTP as a Data Engineer standard

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

Adopt Equator Principles as a Data Engineer standard

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

Adopt Object-Oriented Programming as a Data Engineer standard

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

Services to adopt
  • Standardize on Adobe Campaign — Make Adobe Campaign a default tool in the Data Engineer stack.
  • Standardize on WhatsApp — Make WhatsApp a default tool in the Data Engineer stack.
  • Standardize on Pluralsight — Make Pluralsight a default tool in the Data Engineer stack.
  • Standardize on Adobe Illustrator — Make Adobe Illustrator a default tool in the Data Engineer stack.
  • Standardize on Adobe Photoshop — Make Adobe Photoshop a default tool in the Data Engineer stack.
  • Standardize on PeopleSoft — Make PeopleSoft a default tool in the Data Engineer stack.
  • Standardize on Adobe Creative Cloud — Make Adobe Creative Cloud a default tool in the Data Engineer stack.
  • Standardize on Twitter — Make Twitter a default tool in the Data Engineer stack.
  • Standardize on Instagram — Make Instagram a default tool in the Data Engineer stack.
  • Standardize on Google Analytics — Make Google Analytics a default tool in the Data Engineer stack.
  • Standardize on Photoshop — Make Photoshop a default tool in the Data Engineer stack.
  • Standardize on LinkedIn — Make LinkedIn a default tool in the Data Engineer stack.
  • Standardize on Port — Make Port a default tool in the Data Engineer stack.
  • Standardize on Bloomberg Intelligence — Make Bloomberg Intelligence a default tool in the Data Engineer stack.
  • Standardize on Palo Alto Networks — Make Palo Alto Networks a default tool in the Data Engineer stack.
Tools to integrate
  • Integrate Apache AGE — Wire Apache AGE into the Data Engineer toolchain.
  • Integrate R — Wire R into the Data Engineer toolchain.
  • Integrate Angular — Wire Angular into the Data Engineer toolchain.
  • Integrate ClickHouse — Wire ClickHouse into the Data Engineer toolchain.
  • Integrate React Native — Wire React Native into the Data Engineer toolchain.
  • Integrate Elasticsearch — Wire Elasticsearch into the Data Engineer toolchain.
  • Integrate PowerShell — Wire PowerShell into the Data Engineer toolchain.
  • Integrate Apache SpamAssassin — Wire Apache SpamAssassin into the Data Engineer toolchain.
  • Integrate Semantic Kernel — Wire Semantic Kernel into the Data Engineer toolchain.
  • Integrate Matplotlib — Wire Matplotlib into the Data Engineer toolchain.
  • Integrate Apache DolphinScheduler — Wire Apache DolphinScheduler into the Data Engineer toolchain.
  • Integrate Apache Ant — Wire Apache Ant into the Data Engineer toolchain.
  • Integrate Apache Spatial — Wire Apache Spatial into the Data Engineer toolchain.
  • Integrate TensorFlow — Wire TensorFlow into the Data Engineer toolchain.
  • Integrate Terraform — Wire Terraform into the Data Engineer toolchain.
Standards to adopt
  • Adopt TCP/IP — Use TCP/IP as a baseline standard for the Data Engineer role.
  • Adopt Lean Manufacturing — Use Lean Manufacturing as a baseline standard for the Data Engineer role.
  • Adopt Event Sourcing — Use Event Sourcing as a baseline standard for the Data Engineer role.
  • Adopt Entity Relationship — Use Entity Relationship as a baseline standard for the Data Engineer role.
  • Adopt Certificate Enrolment Protocols — Use Certificate Enrolment Protocols as a baseline standard for the Data Engineer role.
  • Adopt Dependency Injection — Use Dependency Injection as a baseline standard for the Data Engineer role.
  • Adopt Acceptance Criteria — Use Acceptance Criteria as a baseline standard for the Data Engineer role.
  • Adopt HTTP — Use HTTP as a baseline standard for the Data Engineer role.
  • Adopt Equator Principles — Use Equator Principles as a baseline standard for the Data Engineer role.
  • Adopt Object-Oriented Programming — Use Object-Oriented Programming as a baseline standard for the Data Engineer role.
Areas of investment
  • Invest in CI — Treat CI as a strategic investment area for the Data Engineer role.
  • Invest in Active Directory — Treat Active Directory as a strategic investment area for the Data Engineer role.
  • Invest in Artificial Intelligence — Treat Artificial Intelligence as a strategic investment area for the Data Engineer role.
  • Invest in UI — Treat UI as a strategic investment area for the Data Engineer role.
  • Invest in Operational Technologies — Treat Operational Technologies as a strategic investment area for the Data Engineer role.
  • Invest in ORM — Treat ORM as a strategic investment area for the Data Engineer role.
  • Invest in BI — Treat BI as a strategic investment area for the Data Engineer role.
  • Invest in Electronic Data Interchange — Treat Electronic Data Interchange as a strategic investment area for the Data Engineer role.
  • Invest in Integrated Development Environments — Treat Integrated Development Environments as a strategic investment area for the Data Engineer role.
  • Invest in Reinforcement Learning — Treat Reinforcement Learning as a strategic investment area for the Data Engineer role.
talentOrganizationalDesign63,910
data49,184
cloud34,826
code30,203
security29,917
operations29,378
governance28,993
ai28,778
automation26,149
partnershipsEcosystems25,213
roiBusinessMetrics20,993
languages18,758
apache18,098
aiReviewApproval15,768
api15,321
integrations14,900
services14,395
standardization13,990
cncf13,679
observability13,509
platform13,476
testingQuality12,961
providerStrategy12,853
regulatoryPosture12,626
developerExprience12,609
openSource10,780
alignment10,718
databases10,495
patterns9,517
containers9,029
  • CI
  • Active Directory
  • Artificial Intelligence
  • UI
  • Operational Technologies
  • ORM
  • BI
  • Electronic Data Interchange
  • Integrated Development Environments
  • Reinforcement Learning
  • Business
  • Support
  • Rich Internet Applications
  • C
  • Deep Learning
  • Wins
  • Development
  • Systems
  • Design
  • Data
  • Technologies
  • Tracs
  • Operations
  • Management
  • Tests
  • Performance
  • Solutions
  • ERP
  • DNS, DHCP, and IP Address Management
  • Communications
  • Services
  • Machine Learning
  • Excels
  • Organizations
  • Graphical User Interfaces
  • Tools
  • Search
  • Application Programming Interfaces
  • Platforms
  • Forms
  • Trainings
  • Media
  • Leaderships
  • Controls
  • Strategies
  • Products
  • Requirements
  • Safes
  • Plannings
  • Policies
  • Educations
  • Compliance
  • Collaborations
  • Deliveries
  • Reportings
  • Research
  • Software
  • Projects
  • Learning
  • Analysis
  • Defis
  • Security
  • Sales
  • Legal
  • Communities
  • Document Object Models
  • Applications
  • Travels
  • Computes
  • Innovation
  • Processes
  • Employment
  • Marketing
  • Functions
  • Events
  • Finances
  • Engineering
  • Efficiencies
  • Mails
  • Computer Aided Manufacturing
  • Audits
  • Executions
  • Production
  • Maintenance
  • Implementations
  • Computer Aided Design
  • Safety
  • Digitals
  • Tasks
  • Integrations
  • Enterprises
  • Codes
  • Insights
  • Certifications
  • Analytics
  • Webs
  • Documentations
  • Reviews
  • Administration
  • Customer Service
  • Presentations
  • Integrity
  • Monitoring
  • Automation
  • Protection
  • Contents
  • UX
  • Emails
  • Tracking
  • Updates
  • Metrics
  • Equipments
  • Tainas
  • Infrastructure
  • Best Practices
  • Words
  • Workflows
  • Accounting
  • Feedback
  • Meetings
  • Assessments
  • Distributions
  • Documents
  • Intelligence
  • Revenues
  • Valuations
  • Administratives
  • Governance
  • Hirings
  • Project Management
  • Insurances
  • Frameworks
  • Ideas
  • Continuous Improvements
  • Productivity
  • Clouds
  • Markets
  • Pipelines
  • Accountability
  • Evaluations
  • Foundations
  • Optimizations
  • Flexibilities
  • Reliabilities
  • Voice
  • Pricings
  • Clients
  • Databases
  • Timelines
  • Social
  • Adobe Campaign
  • WhatsApp
  • Pluralsight
  • Adobe Illustrator
  • Adobe Photoshop
  • PeopleSoft
  • Adobe Creative Cloud
  • Twitter
  • Instagram
  • Google Analytics
  • Photoshop
  • LinkedIn
  • Port
  • Bloomberg Intelligence
  • Palo Alto Networks
  • Crystal Reports
  • Microsoft
  • Sparx Enterprise Architect
  • Microsoft Entity Framework
  • SharePoint
  • GitHub
  • Azure Functions
  • GitLab
  • Google Optimize
  • Tradeweb
  • Veritas InfoScale
  • Datadog
  • Azure Log Analytics
  • TeamCity
  • Salesforce
  • Adobe Creative Suite
  • Microsoft Windows
  • Youtube
  • Unity
  • Shell
  • Oracle Cloud
  • Microsoft Project
  • Microsoft Office
  • Salesforce Lightning
  • Microsoft Visio
  • Visio
  • Google Drive
  • Microsoft Edge
  • Make
  • Microsoft Endpoint Manager
  • Circana
  • ZoomInfo
  • Microsoft Excel
  • Google Forms
  • Microsoft Teams
  • HubSpot
  • Azure DevOps
  • Microsoft Power Automate
  • IntelliJ IDEA
  • Amazon Web Services
  • Square
  • Adobe Analytics
  • ServiceNow
  • New Relic
  • Oracle Integration
  • Azure Machine Learning
  • Bloomberg Enterprise Data
  • WebSphere
  • Productiv
  • Navision
  • Red Hat
  • SolarWinds
  • Workday
  • Teradata
  • Salesforce Automation
  • Microsoft Word
  • Bloomberg AIM
  • MailChimp
  • Mastercard
  • Dynatrace
  • Bloomberg Economics
  • Merge
  • Google Apps Script
  • Oracle E-Business Suite
  • Microsoft Outlook
  • Lightroom
  • Adobe Launch
  • SAP
  • CloudFormation
  • BigCommerce
  • Cloudflare
  • Microsoft PowerPoint
  • Bitbucket
  • Box
  • Vantage
  • Confluence
  • Meta
  • Google Sheets
  • AutoCAD
  • Power BI
  • Red Hat Ansible Automation Platform
  • Ansible Automation Platform
  • Google Maps
  • GitHub Actions
  • Microsoft Azure
  • Apache AGE
  • R
  • Angular
  • ClickHouse
  • React Native
  • Elasticsearch
  • PowerShell
  • Apache SpamAssassin
  • Semantic Kernel
  • Matplotlib
  • Apache DolphinScheduler
  • Apache Ant
  • Apache Spatial
  • TensorFlow
  • Terraform
  • Ethereum
  • Apache POI
  • Apache SkyWalking
  • Apache ORC
  • Prometheus
  • Pandas
  • Kubeflow
  • Apache Traffic Control
  • Apache MINA
  • NumPy
  • Buildpacks
  • Git
  • jQuery
  • Spring Boot
  • Apache Flex
  • Python
  • SonarQube
  • Lean
  • Scala
  • Apache Hop
  • Consul
  • PostgreSQL
  • Apache NiFi
  • Apache Aries
  • Apache Traffic Server
  • Kotlin
  • Dex
  • Perl
  • SPIRE
  • Spring Boot Admin Console
  • React
  • Apache Pivot
  • Apache APR
  • Apache Roller
  • OpenTelemetry
  • WordPress
  • Spring Framework
  • Spring
  • Score
  • Apache Streams
  • Open Policy Agent
  • Keycloak
  • Lima
  • Kafka Connect
  • Kubernetes Operators
  • 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 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
  • Lean Manufacturing
  • Event Sourcing
  • Entity Relationship
  • Certificate Enrolment Protocols
  • Dependency Injection
  • Acceptance Criteria
  • HTTP
  • Equator Principles
  • Object-Oriented Programming
  • Extreme Programming
  • BLE
  • Specification
  • WebSockets
  • SUPPORT.md
  • SecOps
  • OCI
  • SPA
  • REST
  • NIO
  • SSO
  • CS
  • ISO
  • NIST
  • Defense In Depth
  • Scaled Agile
  • SAFe Agile
  • Standards
  • Write Ahead Log
  • AIS
  • SECURITY.md
  • Regulation
  • Lean Management
  • Regulatory
  • Actor Model
  • Standard Operating Procedures
  • LICENSE.md
  • Raft
  • Protocol Buffers
  • Event-driven Architecture
  • Functional Programming
  • Methodology
  • CONTRIBUTING.md
  • SQL
  • Agile Methodology
  • Agile
  • MapReduce
  • IAM
  • SSL/TLS
  • Enterprise Integration Patterns
  • Integration Patterns
  • RACI
  • Quality Standards
  • Templates
  • OpenAPI
  • Accounting Standards
  • Internal Control Standards
  • Technical Specifications
  • Prototypes
  • Data Models
  • DevOps
  • HTML
  • Lean Six Sigma
  • Standardization
  • Use Cases
  • Product Backlog
  • Data Modeling
  • SOA
  • Service Oriented Architecture
  • Reactive Programming
  • Scrum
  • Security Standards
  • CODE_OF_CONDUCT.md
  • SDLC
  • Six Sigma
  • XML
  • Product Specifications
  • OSHA
  • 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
  • Process Flow Diagrams
  • GDPR
  • Design Patterns
  • Schema Validation
  • RBAC
  • DNS
  • CITATION.cff
  • ACID

This page aggregates Naftiko Signals data for the Data Engineer role across all 733 companies under coverage that exercise this role's vocabulary (services, tools, and standards). Aggregate signal score: 1,370,532.

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