Role · Business PM
Business Systems Analyst
Researches the best software for a company to implement to increase performance
Impact Report — Business Systems Analyst
_Domain: Business PM · Companies tracked: 780 · Aggregate signal score: 1,380,108_
Summary
The Business Systems Analyst role surfaces across 780 of the companies under Naftiko coverage, with an aggregate signal score of 1,380,108 across all scoring categories. This report aggregates the top areas of investment, services, tools, and standards that companies are investing in for the Business Systems Analyst function.
Top scoring categories
- Talent & Organizational Design — score
64,527 - Data — score
49,387 - Cloud — score
34,939 - Code — score
30,443 - Security — score
30,173 - Operations — score
29,488 - Governance — score
29,279 - Artificial Intelligence — score
28,940
Top areas of investment
Active Directory, Artificial Intelligence, UI, Operational Technologies, Integrated Development Environments, CI, BI, ORM, Electronic Data Interchange, Reinforcement Learning, C, Business, Support, Deep Learning, Rich Internet Applications
Most-adopted services
Adobe Campaign, Pluralsight, Adobe Illustrator, Adobe Photoshop, PeopleSoft, Adobe Creative Cloud, Twitter, Instagram, Photoshop, LinkedIn
Most-adopted tools
R, Angular, ClickHouse, Elasticsearch, PowerShell, Apache AGE, Apache SpamAssassin, Apache DolphinScheduler, React Native, Apache Ant
Standards in play
Event Sourcing, Entity Relationship, Certificate Enrolment Protocols, Dependency Injection, Acceptance Criteria, HTTP, TCP/IP, Lean Manufacturing, Object-Oriented Programming, Equator Principles
Top companies for this role
- JP Morgan Chase (match score
22) - Leidos (match score
21) - Range Resources (match score
21) - Eli Lilly (match score
21) - Visa (match score
20) - Barclays (match score
20) - Inditex (match score
20) - Seaboard (match score
20) - XPO (match score
20) - Amgen (match score
20)
_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 (780 total)
Adopt Adobe Campaign for the Business Systems Analyst role
Treat Adobe Campaign as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Pluralsight for the Business Systems Analyst role
Treat Pluralsight as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Adobe Illustrator for the Business Systems Analyst role
Treat Adobe Illustrator as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Adobe Photoshop for the Business Systems Analyst role
Treat Adobe Photoshop as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt PeopleSoft for the Business Systems Analyst role
Treat PeopleSoft as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Adobe Creative Cloud for the Business Systems Analyst role
Treat Adobe Creative Cloud as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Twitter for the Business Systems Analyst role
Treat Twitter as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Instagram for the Business Systems Analyst role
Treat Instagram as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Photoshop for the Business Systems Analyst role
Treat Photoshop as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt LinkedIn for the Business Systems Analyst role
Treat LinkedIn as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Microsoft Entity Framework for the Business Systems Analyst role
Treat Microsoft Entity Framework as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Palo Alto Networks for the Business Systems Analyst role
Treat Palo Alto Networks as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Crystal Reports for the Business Systems Analyst role
Treat Crystal Reports as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt GitHub for the Business Systems Analyst role
Treat GitHub as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Sparx Enterprise Architect for the Business Systems Analyst role
Treat Sparx Enterprise Architect as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Bloomberg Intelligence for the Business Systems Analyst role
Treat Bloomberg Intelligence as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt WhatsApp for the Business Systems Analyst role
Treat WhatsApp as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Port for the Business Systems Analyst role
Treat Port as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Google Optimize for the Business Systems Analyst role
Treat Google Optimize as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt SharePoint for the Business Systems Analyst role
Treat SharePoint as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Microsoft for the Business Systems Analyst role
Treat Microsoft as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Veritas InfoScale for the Business Systems Analyst role
Treat Veritas InfoScale as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Google Analytics for the Business Systems Analyst role
Treat Google Analytics as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Azure Functions for the Business Systems Analyst role
Treat Azure Functions as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Adopt Tradeweb for the Business Systems Analyst role
Treat Tradeweb as a first-class signal for the Business Systems Analyst role's workflows and operational practices.
Integrate R into the Business Systems Analyst toolchain
Wire R into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Integrate Angular into the Business Systems Analyst toolchain
Wire Angular into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Integrate ClickHouse into the Business Systems Analyst toolchain
Wire ClickHouse into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Integrate Elasticsearch into the Business Systems Analyst toolchain
Wire Elasticsearch into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Integrate PowerShell into the Business Systems Analyst toolchain
Wire PowerShell into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Integrate Apache AGE into the Business Systems Analyst toolchain
Wire Apache AGE into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Integrate Apache SpamAssassin into the Business Systems Analyst toolchain
Wire Apache SpamAssassin into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Integrate Apache DolphinScheduler into the Business Systems Analyst toolchain
Wire Apache DolphinScheduler into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Integrate React Native into the Business Systems Analyst toolchain
Wire React Native into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Integrate Apache Ant into the Business Systems Analyst toolchain
Wire Apache Ant into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Integrate Matplotlib into the Business Systems Analyst toolchain
Wire Matplotlib into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Integrate Semantic Kernel into the Business Systems Analyst toolchain
Wire Semantic Kernel into the Business Systems Analyst toolchain to make it part of the role's daily working set.
Adopt Event Sourcing as a Business Systems Analyst standard
Establish Event Sourcing as a baseline standard the Business Systems Analyst role works against.
Adopt Entity Relationship as a Business Systems Analyst standard
Establish Entity Relationship as a baseline standard the Business Systems Analyst role works against.
Adopt Certificate Enrolment Protocols as a Business Systems Analyst standard
Establish Certificate Enrolment Protocols as a baseline standard the Business Systems Analyst role works against.
Adopt Dependency Injection as a Business Systems Analyst standard
Establish Dependency Injection as a baseline standard the Business Systems Analyst role works against.
Adopt Acceptance Criteria as a Business Systems Analyst standard
Establish Acceptance Criteria as a baseline standard the Business Systems Analyst role works against.
Adopt HTTP as a Business Systems Analyst standard
Establish HTTP as a baseline standard the Business Systems Analyst role works against.
Adopt TCP/IP as a Business Systems Analyst standard
Establish TCP/IP as a baseline standard the Business Systems Analyst role works against.
Adopt Lean Manufacturing as a Business Systems Analyst standard
Establish Lean Manufacturing as a baseline standard the Business Systems Analyst role works against.
Adopt Object-Oriented Programming as a Business Systems Analyst standard
Establish Object-Oriented Programming as a baseline standard the Business Systems Analyst role works against.
Adopt Equator Principles as a Business Systems Analyst standard
Establish Equator Principles as a baseline standard the Business Systems Analyst role works against.
- Active Directory
- Artificial Intelligence
- UI
- Operational Technologies
- Integrated Development Environments
- CI
- BI
- ORM
- Electronic Data Interchange
- Reinforcement Learning
- C
- Business
- Support
- Deep Learning
- Rich Internet Applications
- Wins
- Systems
- Development
- Management
- Tracs
- Operations
- Excels
- Design
- Communications
- Solutions
- Data
- DNS, DHCP, and IP Address Management
- Tests
- Services
- Technologies
- ERP
- Performance
- Graphical User Interfaces
- Search
- Organizations
- Tools
- Trainings
- Machine Learning
- Leaderships
- Products
- Application Programming Interfaces
- Requirements
- Controls
- Educations
- Forms
- Safes
- Media
- Platforms
- Strategies
- Policies
- Plannings
- Compliance
- Sales
- Projects
- Communities
- Collaborations
- Deliveries
- Learning
- Research
- Security
- Reportings
- Analysis
- Employment
- Software
- Defis
- Computes
- Processes
- Travels
- Innovation
- Applications
- Legal
- Marketing
- Document Object Models
- Mails
- Maintenance
- Events
- Engineering
- Functions
- Computer Aided Manufacturing
- Production
- Executions
- Audits
- Efficiencies
- Safety
- Finances
- Customer Service
- Tasks
- Computer Aided Design
- Implementations
- Certifications
- Digitals
- Codes
- Enterprises
- Webs
- Insights
- Integrations
- Integrity
- Presentations
- Documentations
- Equipments
- Analytics
- Reviews
- Administration
- Emails
- Contents
- Words
- Protection
- Tracking
- Monitoring
- Tainas
- Updates
- Automation
- UX
- Best Practices
- Metrics
- Infrastructure
- Assessments
- Meetings
- Distributions
- Documents
- Revenues
- Workflows
- Hirings
- Feedback
- Accounting
- Insurances
- Administratives
- Project Management
- Valuations
- Governance
- Continuous Improvements
- Intelligence
- Ideas
- Markets
- Frameworks
- Accountability
- Flexibilities
- Foundations
- Productivity
- Clients
- Evaluations
- Clouds
- Pipelines
- Databases
- Reliabilities
- Identities
- Voice
- Optimizations
- Scheduling
- Investments
- Adobe Campaign
- Pluralsight
- Adobe Illustrator
- Adobe Photoshop
- PeopleSoft
- Adobe Creative Cloud
- Photoshop
- Microsoft Entity Framework
- Palo Alto Networks
- Crystal Reports
- GitHub
- Sparx Enterprise Architect
- Bloomberg Intelligence
- Port
- Google Optimize
- SharePoint
- Microsoft
- Veritas InfoScale
- Google Analytics
- Azure Functions
- Tradeweb
- GitLab
- Datadog
- Salesforce
- TeamCity
- Adobe Creative Suite
- Azure Log Analytics
- Microsoft Windows
- Unity
- Microsoft Visio
- Visio
- Shell
- Youtube
- Salesforce Lightning
- Microsoft Edge
- Google Drive
- Oracle Cloud
- Microsoft Endpoint Manager
- Microsoft Excel
- Microsoft Office
- Make
- Microsoft Project
- Circana
- ZoomInfo
- Microsoft Teams
- HubSpot
- Google Forms
- Azure DevOps
- Microsoft Power Automate
- IntelliJ IDEA
- Square
- Adobe Analytics
- ServiceNow
- Amazon Web Services
- New Relic
- Oracle Integration
- Bloomberg Enterprise Data
- WebSphere
- Azure Machine Learning
- Red Hat
- Productiv
- Navision
- Microsoft Word
- SolarWinds
- Workday
- Teradata
- Salesforce Automation
- Bloomberg AIM
- Bloomberg Economics
- MailChimp
- Mastercard
- Dynatrace
- Google Apps Script
- Merge
- Oracle E-Business Suite
- BigCommerce
- Microsoft Outlook
- Lightroom
- Adobe Launch
- SAP
- CloudFormation
- 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
- R
- Angular
- ClickHouse
- Elasticsearch
- PowerShell
- Apache AGE
- Apache SpamAssassin
- Apache DolphinScheduler
- React Native
- Apache Ant
- Matplotlib
- Semantic Kernel
- Apache Spatial
- Ethereum
- TensorFlow
- Terraform
- Apache POI
- Apache SkyWalking
- Apache ORC
- Prometheus
- Pandas
- Apache MINA
- Apache Traffic Control
- Apache Flex
- jQuery
- Buildpacks
- Kubeflow
- NumPy
- Spring Boot
- Git
- SonarQube
- Lean
- Python
- Scala
- Apache Hop
- Consul
- PostgreSQL
- 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
- Score
- WordPress
- Apache Streams
- Open Policy Agent
- Lima
- Keycloak
- Kubernetes Operators
- Kafka Connect
- 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#
- werf
- Apache Storm
- Apache Hive
- Apache Drill
- Jenkins
- Rook
- Apache Phoenix
- Swift
- Apache Velocity
- PyTorch
- Apache Portals
- Chef
- Apache Kafka
- Apache FreeMarker
- Helm
- Ansible
- Apache Tcl
- ORAS
- Flux
- Hashicorp Vault
- Event Sourcing
- Entity Relationship
- Certificate Enrolment Protocols
- Dependency Injection
- Acceptance Criteria
- HTTP
- TCP/IP
- Lean Manufacturing
- Object-Oriented Programming
- Equator Principles
- Extreme Programming
- BLE
- Specification
- SUPPORT.md
- WebSockets
- SecOps
- CS
- OCI
- REST
- ISO
- SSO
- SPA
- NIO
- NIST
- Defense In Depth
- Scaled Agile
- SAFe Agile
- Standards
- SECURITY.md
- Write Ahead Log
- AIS
- Lean Management
- Regulation
- Regulatory
- Actor Model
- LICENSE.md
- Standard Operating Procedures
- Raft
- Protocol Buffers
- Event-driven Architecture
- Functional Programming
- Methodology
- CONTRIBUTING.md
- MapReduce
- IAM
- 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
- Software Development Lifecycle
- Consensus
- Test Plans
- Software Development Life Cycle
- Design Standards
- ITSM
- ITIL
- Software Design Patterns
- Convention Over Configuration
- User Stories
- SSH
- 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 Business Systems Analyst role across all 780 companies under coverage that exercise this role's vocabulary (services, tools, and standards). Aggregate signal score: 1,380,108.
Want to understand the methodology? See signals.naftiko.io.