Role dictionary
Role dictionary
A data-driven taxonomy of professional roles — 111 roles in 16 categories, organized by shared skill patterns. Indicative skills only.
Categories16
Roles34
Software Engineer (Generalist)
software developmentsoftware testingweb developmentjavapython
Systems & Network Administrator
network administrationtechnical supporthardwareservicenowactive directory
Software QA Test Engineer
software testingmanual testingtest caseregression testingautomated testing
Python Cloud & DevOps Engineer
pythonawsdjangoamazon s3docker
Embedded Systems Engineer (C++)
c++embedded systemspythonsoftware developmentsimulations
Machine Learning & Data Science Engineer
aimachine learningsearchpredictive modelspython
Quality Assurance & QMS Engineer
quality managementiso-50001quality-controlquality-assurancequality-management
Software Systems Architect
systems designsystem implementationbilling systemssystems developmentproject management
IT Helpdesk & Technical Support Specialist
technical-supporttroubleshootingbasiccustomer-supportit-support
Data-Focused Business Analyst
data processingdata handlingbackenddata analysispython
Software Developer & QA Tester
web applicationsdesktop applicationsmobile application developmentweb developmentsoftware development
Operations Quality & Compliance Analyst
accountabilitytimelinesswriting documentationquality managementdata analysis
Network & Telecom Infrastructure Engineer
networking skillsinternetradiotelevisiontv
Generalist
assistanceparticipationwriting documentationdocument management systemdata processing
IT Helpdesk & Desktop Support Technician
help desktraining activitiestroubleshootingmaintenancewriting documentation
QA & Product Support Specialist
feedbackcustomer-relationsgamingdisplaysoftware development
IT Systems Business Analyst
it systemsinformation systemsinfrastructuredata analysissoftware development
DevOps & Infrastructure Monitoring Engineer (SRE)
monitoring systemsdata processingdata analysissystem performance verificationbattery maintenance
Cross-Functional Early-Career Generalist
execution of experimentslife sciencesproteinpcrdata analysis
Data Center & Cloud Infrastructure Engineer
data centerscloud computingdata migrationserver administrationinfrastructure
Software QA & Business Analysis
participationdocument management systemwriting documentationdata processingdata analysis
Intranet & Portal Developer
intranetportalmicrosoft sharepointweb developmentsoftware development
IT Support & Software QA
feedbacksoftware installationsoftware developmentcrmsales process knowledge
Frontend Developer (JavaScript/ES6+)
attjavascript (es6+)desavsmcafee ens
Banking Operations Business Analyst
back officecrmbankingcustomersales process knowledge
Full-Stack Web Developer
platform engineeringaiautomationsoftware developmentsaas
Cloud-Native Full Stack Developer
platform engineeringaiautomationsoftware developmentsaas
SDET & Test Automation Engineer
warehouse-managementsanity-testingbdd (behavior-driven development)slackcontainerization
Customer-Facing Business Consultant
consultationstraining activitiessales process knowledgemanagementwriting documentation
Systems Engineer
systems engineeringrequirements analysissystem architectureproject managementsoftware development
Application Developer (.NET)
applications developmentsoftware testingrequirements analysisproblem-solving skillsapplication design
Mobile App Developer (iOS/Flutter)
appleb2bfaxapple iossoftware development
Game Software QA & Testing
gamingdisplaysoftware developmentsoftware testingreport preparation
SharePoint & Intranet Administrator
farmingmanagementmicrosoft sharepointwindows-server-2003hunting
All role categories
Open a category to review every role included in this edition. These groupings summarize shared skill patterns; they are not a universal job architecture.
Software Engineering & Web Development (34)
- Software Engineer (Generalist) — software development, software testing, web development, java
- Systems & Network Administrator — network administration, technical support, hardware, servicenow
- Software QA Test Engineer — software testing, manual testing, test case, regression testing
- Python Cloud & DevOps Engineer — python, aws, django, amazon s3
- Embedded Systems Engineer (C++) — c++, embedded systems, python, software development
- Machine Learning & Data Science Engineer — ai, machine learning, search, predictive models
- Quality Assurance & QMS Engineer — quality management, iso-50001, quality-control, quality-assurance
- Software Systems Architect — systems design, system implementation, billing systems, systems development
- IT Helpdesk & Technical Support Specialist — technical-support, troubleshooting, basic, customer-support
- Data-Focused Business Analyst — data processing, data handling, backend, data analysis
- Software Developer & QA Tester — web applications, desktop applications, mobile application development, web development
- Operations Quality & Compliance Analyst — accountability, timeliness, writing documentation, quality management
- Network & Telecom Infrastructure Engineer — networking skills, internet, radio, television
- Generalist — assistance, participation, writing documentation, document management system
- IT Helpdesk & Desktop Support Technician — help desk, training activities, troubleshooting, maintenance
- QA & Product Support Specialist — feedback, customer-relations, gaming, display
- IT Systems Business Analyst — it systems, information systems, infrastructure, data analysis
- DevOps & Infrastructure Monitoring Engineer (SRE) — monitoring systems, data processing, data analysis, system performance verification
- Cross-Functional Early-Career Generalist — execution of experiments, life sciences, protein, pcr
- Data Center & Cloud Infrastructure Engineer — data centers, cloud computing, data migration, server administration
- Software QA & Business Analysis — participation, document management system, writing documentation, data processing
- Intranet & Portal Developer — intranet, portal, microsoft sharepoint, web development
- IT Support & Software QA — feedback, software installation, software development, crm
- Frontend Developer (JavaScript/ES6+) — att, javascript (es6+), des, avs
- Banking Operations Business Analyst — back office, crm, banking, customer
- Full-Stack Web Developer — platform engineering, ai, automation, software development
- Cloud-Native Full Stack Developer — platform engineering, ai, automation, software development
- SDET & Test Automation Engineer — warehouse-management, sanity-testing, bdd (behavior-driven development), slack
- Customer-Facing Business Consultant — consultations, training activities, sales process knowledge, management
- Systems Engineer — systems engineering, requirements analysis, system architecture, project management
- Application Developer (.NET) — applications development, software testing, requirements analysis, problem-solving skills
- Mobile App Developer (iOS/Flutter) — apple, b2b, fax, apple ios
- Game Software QA & Testing — gaming, display, software development, software testing
- SharePoint & Intranet Administrator — farming, management, microsoft sharepoint, windows-server-2003
Business Systems & Data Analytics (18)
- Governance, Risk & Compliance (GRC) Analyst — management, quality management, compliance, auditing skills
- Business Intelligence & Data Analyst — microsoft excel, database administration, data analysis, report preparation
- Accounting & Financial Reporting Specialist — accounting, billing processes, processing of payments, banking & finance
- Recruiter & HR Generalist — recruitment process knowledge, hr, organizational skills, scheduling
- Trainer & Agile Coach — training activities, organising, assisting, liaising
- Applied Machine Learning Scientist — ai, machine learning, predictive models, python
- ERP Consultant (SAP / Dynamics) — erp, sap, comarch, abap
- Salesforce / CRM Platform Specialist — salesforce, salesforce flow, apex, customer satisfaction
- Operational Safety & Compliance Officer — safety management, food, cleaning, aviation
- Operations & Process Improvement Manager — key performance indicators, lean management, sla (service level agreement), kaizen
- Trading & Capital Markets Technologist — trading, blockchain technology, cryptocurrency, securities
- Operations & Delivery Manager — team-management, optimization (mathematical & algorithmic), process-optimization, management
- GIS & Geospatial Data Analyst — gis (geographic information system), qgis (quantum gis), arcgis, data analysis
- Data Engineer — data engineering, data analysis, etl, automation
- SAS Data Engineering & Analytics — sas, sql, etl, database administration
- Project & Program Manager — oversight, budgeting skills, compliance, risk assessment
- Business Systems Analyst — data-collection, software testing, report preparation, key performance indicators
- ERP Accounting & Office Administrator — symfonia erp, erp, saga pattern (distributed transactions), sap
Sales, Account & Project Management (16)
- Business Development & Account Manager — sales process knowledge, crm, marketing, consulting & services
- IT Project & Program Manager — project management, team management, business process improvement, efficiency
- Customer Service Representative — customer service, communication skills, problem-solving skills, teamwork
- Office Administrator — administrative operations, writing documentation, filing skills, document management
- Communications & Events Coordinator — event management, media & communication, stakeholder engagement, cultural awareness
- E-Commerce Platform Developer (Magento & Shopify) — b2b, e-commerce, magento (adobe commerce), retail
- Legal & Contracts Administrator — coordination skills, customer communication, debt collection, documentation management
- Marketing Strategy & Research Manager — market research, strategies of marketing, representation, international sales
- Business Strategy & Transformation Consultant — business strategy, strategic management, entrepreneurship, business,
- Office & Administrative Operations Specialist — microsoft office, travel & tourism, business correspondence, writing documentation
- Cloud Solutions Sales & Customer Success — saas, customer success, paas, iaas (infrastructure as a service)
- Cloud Solutions Sales & Enablement — saas, paas, iaas (infrastructure as a service), cloud computing
- Retail & Commerce Operations Specialist — pos, retail & consumer product, sales process knowledge, inventory management
- Product Manager / Product Owner — product management, software development, marketing, team management
- Field Sales & Logistics Delivery Representative — driving, time management, stock control, transport & logistics
- Business Development & Account Manager — public-speaking, management, recruitment process knowledge, communication skills
Industrial Automation & Electrical Engineering (6)
- Electrical Installation & Maintenance Technician — maintenance, electrical engineering, diagnostic skills, software installation
- PLC & Automation Controls Engineer — plc, scada, programming skills, control systems
- Electronics Assembly & PCB Technician — assembly and installation, soldering skills, pcb design, painting
- Metrology & Calibration Engineer — automotive, measurement and metrology, calibration, measurements
- Electronics Technician & Service Engineer — electronics, repair, maintenance, assembly and installation
- Physical Security Systems Technician — cctv systems, alarm systems, access control, lan
Warehouse, Logistics & Supply Chain (3)
- Warehouse & Inventory Operations Specialist — inventory management, procurement, transport & logistics, stock control
- Business Process Analyst — digitization, writing documentation, automation, orientation
- Test Automation Engineer (SDET) — warehouse-management, production, sanity-testing, bdd (behavior-driven development)
Mechanical Design & Manufacturing Engineering (4)
- Mechanical Design Engineer (CAD) — technical documentation, autocad, solidworks, cad
- CNC Machining & Production Operator — quality control, manufacturing, machining, cnc
- Manufacturing & Tooling Design Engineer — industrial lasers, apple metal, data processing, technical documentation
- Technical Design & Project Engineer — project design, project management, technical documentation, cost estimation
Teaching, Translation & Language Services (6)
- Teacher & Tutor — teaching, english, mathematics, physics
- Translator & Editor — translation, editing, localization (l10n), publishing
- Digital Media & Tech Generalist — presentation skills, art, exhibitions, multimedia
- Language Teaching & Translation Specialist — english language, german language, polish language, teaching
- Data Science Educator & Trainer — science, teaching, technology, engineering
- Multilingual Customer Support Specialist — multilingual, technical support, languages, translation
Marketing, Branding & Creative Content (3)
- Digital & Social Media Marketing Specialist — social media, seo, content creation, knowledge of campaigns
- Graphic & Visual Designer — adobe, canva, adobe-photoshop, adobe photoshop
- Copywriter & Content Marketer — copywriting, translation, content creation, recruitment process knowledge
Early-Career & General / Unspecified (5)
- Early-Career IT Generalist — web services, nas, dos, operating systems
- Business Process Modeling Analyst — (basics), process flow design, process flow development, process flow diagramming
- Mechanical Design & CAD Engineer — projektowanie, web services, ironcad, technical documentation
- Camera & Production Operator — operator, aes, project management, management
- Digital & Web Customer-Facing Specialist — online, digital, management, programowanie robotów
Cybersecurity (2)
- Cybersecurity Analyst & Penetration Tester — cybersecurity, incident-management, assessments, management
- ICT & Cybersecurity Solutions Manager — ict (information and communications technology), cybersecurity, network administration, sales process knowledge
Administration, Safety & Customer Service (3)
- Business Analyst — microsoft-office, analytical-thinking, analytical-skills, effective-communication
- Occupational Health & Safety Specialist — team-collaboration, occupational-safety-and-health, cash-register, customer-relationship
- Document Controller — document-management, management, communication skills, billing processes
3D, Visualization & Immersive Design (3)
- 3D Artist & Visualization Designer — data visualization, knowledge of lighting, interior design, 3d modeling
- Technical Documentation Specialist — material design, technical documentation, writing documentation, report preparation
- XR / Unity Developer (VR/AR) — vr (virtual reality), augmented reality, unity (game engine), simulations
IT Support & Infrastructure (2)
- IT Business Analyst (Junior/Generalist) — it, benchmarking, recognition, report preparation
- Technical Support Engineer — technical, technical negotiations, crm, code review
Construction & Civil Engineering (2)
- Civil & Construction Project Engineer — construction, subcontracting, drawing, steel
- Energy Systems Engineer — energy & utilities, data analysis, software development, sales process knowledge
Embedded, Hardware & Game Development (2)
- Embedded Electronics & Firmware Engineer — hi-tech & electronics, mechanics, maintenance, writing documentation
- Broadcast & Media IT Operations Support — broadcasting, data-archiving, management, broadcast communication
Finance, Accounting & Economics (2)
- Economics & Finance Analyst — economy, data analysis, banking & finance, finance
- Cross-Functional Early-Career Associate — project participation, report preparation, business process improvement, software testing