A9 skills
Data and AI
AI Engineer
Builds and operates AI-enabled applications using foundation models, retrieval, agents, evaluation, and safety controls.
9 of 9 skills have published course coverage100%
31 of 32 mapped courses are published97%
Role-based learning maps
Career guides
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Discipline
it
Data and AI
7 roles- A7 skills
Data and AI
Analytics Engineer
Transforms warehouse data into tested, documented, reusable analytical models and metrics.
7 of 7 skills have published course coverage100%14 of 23 mapped courses are published61% - D8 skills
Data and AI
Data Analyst
Turns raw data into insights, reports, and dashboards that inform business decisions.
8 of 8 skills have published course coverage100%10 of 19 mapped courses are published53% - D7 skills
Data and AI
Data Engineer
Builds reliable data ingestion, transformation, storage, orchestration, and governance systems.
7 of 7 skills have published course coverage100%23 of 29 mapped courses are published79% - D8 skills
Data and AI
Data Scientist
Uses statistics, experimentation, programming, and machine learning to answer questions and build predictive analyses.
8 of 8 skills have published course coverage100%29 of 31 mapped courses are published94% - D8 skills
Data and AI
Database Administrator
Secures, operates, tunes, protects, and recovers production database systems.
8 of 8 skills have published course coverage100%31 of 48 mapped courses are published65% - M8 skills
Data and AI
Machine Learning Engineer
Builds, deploys, scales, and operates machine-learning systems in production.
8 of 8 skills have published course coverage100%28 of 41 mapped courses are published68%
Infrastructure and operations
7 roles- C9 skills
Infrastructure and operations
Cloud Engineer
Designs, provisions, secures, and operates cloud infrastructure and managed services.
9 of 9 skills have published course coverage100%58 of 58 mapped courses are published100% - D7 skills
Infrastructure and operations
DevOps Engineer
Automates the path from source control to production and improves collaboration, feedback, and delivery safety.
7 of 7 skills have published course coverage100%72 of 74 mapped courses are published97% - N8 skills
Infrastructure and operations
Network Engineer
Designs, implements, secures, automates, and troubleshoots enterprise and service-provider networks.
8 of 8 skills have published course coverage100%36 of 36 mapped courses are published100% - P10 skills
Infrastructure and operations
Platform Engineer
Builds and evolves internal platforms that provide secure, reliable self-service capabilities to software teams.
10 of 10 skills have published course coverage100%81 of 85 mapped courses are published95% - S7 skills
Infrastructure and operations
Site Reliability Engineer
Applies software engineering to production reliability, scalable operations, and evidence-based service objectives.
7 of 7 skills have published course coverage100%38 of 41 mapped courses are published93% - S8 skills
Infrastructure and operations
Solutions Architect
Translates business and technical requirements into secure, operable system designs and explicit trade-offs.
8 of 8 skills have published course coverage100%41 of 43 mapped courses are published95% - S9 skills
Infrastructure and operations
Systems Administrator
Operates servers, operating systems, identities, storage, and core services across physical and virtual environments.
8 of 9 skills have published course coverage89%51 of 87 mapped courses are published59%
Management and support
3 roles- E8 skills
Management and support
Engineering Manager
Leads software engineering teams, growing people and shaping processes so teams deliver sustainably.
8 of 8 skills have published course coverage100%18 of 22 mapped courses are published82% - I8 skills
Management and support
IT Project Manager
Plans and coordinates technology projects, keeping scope, schedule, budget, and people aligned from kickoff to delivery.
8 of 8 skills have published course coverage100%11 of 18 mapped courses are published61% - I8 skills
Management and support
IT Support Specialist
Diagnoses and resolves endpoint, account, application, and connectivity issues through reliable service practices.
6 of 8 skills have published course coverage75%9 of 23 mapped courses are published39%
Product and design
5 roles- B8 skills
Product and design
Business Analyst
Bridges business needs and technical solutions by eliciting requirements, modeling processes, and validating outcomes.
8 of 8 skills have published course coverage100%8 of 14 mapped courses are published57% - D7 skills
Product and design
Developer Advocate
Bridges a product and its developer community through content, code, and feedback loops that improve developer experience.
6 of 7 skills have published course coverage86%6 of 14 mapped courses are published43% - P8 skills
Product and design
Product Manager
Defines what to build and why, aligning user needs, business goals, and engineering effort into a product direction.
5 of 8 skills have published course coverage63%6 of 16 mapped courses are published38% - T8 skills
Product and design
Technical Writer
Creates clear, accurate documentation that helps users and developers understand and adopt technical products.
8 of 8 skills have published course coverage100%12 of 15 mapped courses are published80% - U9 skills
Product and design
UX/UI Designer
Designs digital product experiences that are useful, usable, and visually coherent.
5 of 9 skills have published course coverage56%6 of 20 mapped courses are published30%
Security
3 roles- C8 skills
Security
Cybersecurity Analyst
Monitors, detects, and responds to security threats across an organization's systems and networks.
8 of 8 skills have published course coverage100%19 of 33 mapped courses are published58% - P8 skills
Security
Penetration Tester
Simulates real-world attacks against systems, networks, and applications to expose exploitable weaknesses before adversaries do.
5 of 8 skills have published course coverage63%7 of 14 mapped courses are published50% - S8 skills
Security
Security Engineer
Designs and implements controls that reduce risk across infrastructure, applications, identities, and cloud environments.
7 of 8 skills have published course coverage88%35 of 59 mapped courses are published59%
Software development
9 roles- B9 skills
Software development
Backend Engineer
Builds secure, reliable server-side services, APIs, data access layers, and distributed workflows.
9 of 9 skills have published course coverage100%60 of 67 mapped courses are published90% - B7 skills
Software development
Blockchain Developer
Builds decentralized applications and smart contracts on blockchain platforms, with security as a first-class concern.
4 of 7 skills have published course coverage57%6 of 9 mapped courses are published67% - E9 skills
Software development
Embedded/IoT Engineer
Develops software for devices with hardware constraints, from microcontrollers to connected IoT products.
6 of 9 skills have published course coverage67%11 of 23 mapped courses are published48% - F9 skills
Software development
Frontend Engineer
Builds accessible, secure, performant web interfaces across browsers and devices.
8 of 9 skills have published course coverage89%20 of 38 mapped courses are published53% - F8 skills
Software development
Full-Stack Engineer
Delivers complete web applications across user interfaces, services, persistence, testing, and deployment.
7 of 8 skills have published course coverage88%19 of 32 mapped courses are published59% - G8 skills
Software development
Game Developer
Designs and builds interactive games, combining programming, real-time graphics, and gameplay systems.
3 of 8 skills have published course coverage38%3 of 8 mapped courses are published38% - M7 skills
Software development
Mobile Engineer
Builds reliable, secure mobile applications for native and cross-platform runtimes.
4 of 7 skills have published course coverage57%8 of 14 mapped courses are published57% - Q7 skills
Software development
Quality Engineer
Engineers test strategy, automation, and quality feedback across the software delivery lifecycle.
6 of 7 skills have published course coverage86%15 of 22 mapped courses are published68% - S8 skills
Software development
Software Engineer
Designs, implements, tests, reviews, and evolves maintainable software systems.
8 of 8 skills have published course coverage100%39 of 51 mapped courses are published76%