AI Engineer
Build and deploy reliable AI products, model-powered applications, and production ML systems.
Explore roadmapCareer Network
Explore AI careers and practical career roadmaps.
Compare role-specific paths across AI engineering, product, automation, consulting, data, infrastructure, security, and marketing. Each available career opens a structured workspace built around skills, roadmaps, projects, learning, and job readiness.
1 available
AI Engineering
1 available
AI Product
AI Product Manager
Identify valuable customer problems and lead useful, responsible AI products through discovery, strategy, evaluation, delivery, launch, adoption, and iteration.
Explore roadmap5 available
AI Automation
AI Automation Specialist
Design and implement dependable AI-powered automations that connect models, APIs, data, workflow platforms, and business operations.
Explore roadmapIntelligent Automation Engineer
Engineer enterprise automation systems that combine process redesign, RPA, workflows, APIs, document intelligence, agents, governance, and production operations.
Explore roadmapMicrosoft Copilot Consultant
Assess, design, build, secure, deploy, and scale Microsoft 365 Copilot and Copilot Studio solutions across real business workflows.
Explore roadmapAI Integration Specialist
Connect AI services safely to existing products, tools, and enterprise systems.
Explore roadmapAI Workflow Architect
Design scalable, governed human-and-AI workflows across agents, models, tools, APIs, enterprise systems, decisions, state, handoffs, and operations.
Explore roadmap5 available
Enterprise AI & Consulting
AI Solutions Consultant
Translate business needs into practical, trustworthy AI solution strategies through discovery, opportunity assessment, solution framing, value analysis, governance, delivery planning, and adoption.
Explore roadmapAI Transformation Consultant
Define and deliver enterprise AI transformation through opportunity portfolios, operating models, responsible-AI governance, adoption, roadmaps, and value realization.
Explore roadmapBusiness AI Consultant
Identify high-value AI opportunities and translate them into measurable business change, governed solutions, adoption plans, and value realization.
Explore roadmapEnterprise AI Consultant
Advise large organizations on enterprise AI strategy, portfolio investment, architecture, governance, sourcing, operating models, adoption, and responsible scale.
Explore roadmapAI Adoption Consultant
Help teams adopt AI responsibly through workflow redesign, enablement, governance, change management, and measurable value realization.
Explore roadmap5 available
AI Data & Analytics
Data Analyst
Turn business questions into reliable datasets, analysis, dashboards, experiments, and decision-ready insights.
Explore roadmapBI Developer
Build governed semantic models, reliable transformations, performant dashboards, and decision-ready business intelligence products.
Explore roadmapData Engineer
Design, build, test, secure, and operate reliable data platforms and pipelines for analytics, operations, and production AI.
Explore roadmapData Scientist
Use statistics, experimentation, machine learning, and causal reasoning to solve business problems and support reliable decisions.
Explore roadmapAI Knowledge Engineer
Structure, govern, retrieve, evaluate, and maintain organizational knowledge for reliable AI assistants, search, RAG, and agents.
Explore roadmap3 available
AI Infrastructure & Security
Cloud Engineer
Design, build, secure, automate, observe, recover, govern, and optimize cloud infrastructure and platform services for reliable digital, data, and AI-enabled workloads.
Explore roadmapDevOps Engineer
Build reliable delivery, infrastructure, observability, security, and operational systems for cloud and AI-enabled software.
Explore roadmapCybersecurity Analyst
Monitor, investigate, contain, and reduce cyber risk through security operations, detection, incident response, vulnerability management, identity, and cloud security.
Explore roadmap3 available
AI Marketing
Generative Engine Optimization (GEO) Specialist
Improve trusted visibility, retrieval, citation, and authority across generative answer engines through research, entities, evidence, technical discoverability, and measurement.
Explore roadmapAI Marketing Specialist
Use AI responsibly across research, segmentation, content, campaigns, lifecycle operations, experimentation, analytics, and measurable growth.
Explore roadmapAI Content Strategist
Design governed AI-assisted content systems across audience research, knowledge architecture, editorial workflows, distribution, quality, and measurement.
Explore roadmap