Job Ready Paths
Choose the job you want. Each of the 80 roles shows the Skill Packs to finish, in order, from foundation to capstone, with the free certifications and interview questions that go with them. Self-paced, for students, graduates and working professionals.
★ Signature paths
Paths in the fields our lead expert has worked in for over 20 years: SAP, AI governance and security, pharma and healthcare, and electronics. They are reviewed first, and few places teach them at all.
SAP + AI
SAP and enterprise★ Signature path
SAP AI and Joule Agents Developer
Also: SAP Generative AI Developer, SAP Joule Developer, SAP AI Core Engineer
Adds AI to SAP processes: the Generative AI Hub, AI Core, Joule agents and governance of AI in SAP landscapes.
15 Skill Packs362 hours 5.0 · 1 of 3 pillars
SAP and enterprise★ Signature path
SAP BTP Developer
Also: SAP CAP Developer, SAP Cloud Developer, SAP Full-Stack Developer
Builds extensions and apps on SAP Business Technology Platform with CAP, HANA and SAP Build.
17 Skill Packs427 hours
SAP and enterprise★ Signature path
SAP S/4HANA Functional Consultant (AI-enabled)
Also: SAP Functional Consultant, SAP Business Analyst, SAP Process Consultant
Configures SAP for finance, supply chain or sales and uses AI features to improve the process.
16 Skill Packs400 hours
AI governance and security
Generative and agentic AI★ Signature path
AI Governance and Safety Specialist
Also: Responsible AI Analyst, AI Risk and Compliance Analyst, AI Ethics Specialist
Keeps AI systems safe, fair and compliant: risk reviews, policies, testing for misuse and audit evidence.
12 Skill Packs297 hours 5.0 · 1 of 3 pillars
Cybersecurity★ Signature path
AI Security Engineer
Also: LLM Security Engineer, AI Red Team Engineer, ML Security Engineer
Protects AI systems from prompt injection, data leaks and misuse, and tests them like an attacker would.
12 Skill Packs297 hours 5.0 · 2 of 3 pillars
AI in pharma and healthcare
Business and domain analytics★ Signature path
Healthcare Data and AI Analyst
Also: Health Informatics Analyst, Clinical Data Analyst, Hospital Analytics Analyst
Analyses patient, hospital and claims data and applies AI to care quality, scheduling and cost.
11 Skill Packs309 hours
Business and domain analytics★ Signature path
Pharma and Life-Sciences Data Analyst
Also: Clinical Data Analyst, Pharmacovigilance Analyst, Biostatistics Associate
Works with trial, safety and manufacturing data in pharma and life sciences, with AI where the rules allow it.
12 Skill Packs338 hours
AI for electronics (ECE)
Engineering and emerging tech★ Signature path
Embedded and IoT Engineer
Also: Embedded Systems Engineer, IoT Developer, Firmware Engineer
Programs devices and sensors, connects them to the cloud and runs small AI models on the device.
12 Skill Packs342 hours
Engineering and emerging tech★ Signature path
VLSI and Semiconductor Engineer
Also: VLSI Design Engineer, Chip Design Engineer, Semiconductor Engineer
Designs and verifies chips, with AI used for layout, verification and yield.
10 Skill Packs285 hours
Build with large language models, agents, retrieval and voice.
Generative and agentic AI
Generative AI Engineer
Also: GenAI Developer, LLM Engineer, AI Engineer
Builds products on large language models: prompts, retrieval over company data, fine-tuned and small models, and the services that run them in production.
14 Skill Packs335 hours 5.0 · 1 of 3 pillars
Generative and agentic AI
Forward Deployed Engineer (FDE)
Also: FDE, Forward Deployment Engineer, AI Solutions Engineer
Works inside the customer’s business, turns their messy data and problems into a working AI solution on site, and explains it to the people who use it.
18 Skill Packs438 hours 5.0 · 1 of 3 pillars
Generative and agentic AI
Agentic AI Engineer
Also: AI Agent Developer, Agentic AI Developer, Multi-agent Systems Engineer
Designs AI agents that plan, call tools and APIs, work together and stay safe, from a single assistant to a multi-agent system.
13 Skill Packs304 hours 5.0 · 1 of 3 pillars
Generative and agentic AI
LLMOps Engineer
Also: AI Platform Engineer, GenAI Platform Engineer, LLM Infrastructure Engineer
Deploys, monitors and scales Generative AI and agent systems: serving, evaluation, cost, safety and reliability.
14 Skill Packs342 hours 5.0 · 1 of 3 pillars
Generative and agentic AI
Prompt and Context Engineer
Also: Prompt Engineer, Conversation Designer, AI Content Specialist
Designs the instructions, examples and context that make a language model answer correctly, safely and in the right format.
10 Skill Packs251 hours 5.0 · 1 of 3 pillars
Generative and agentic AI
AI Search and RAG Engineer
Also: RAG Engineer, Retrieval Engineer, Knowledge AI Engineer
Makes company knowledge searchable by AI: chunking, embeddings, vector and graph databases, ranking and answer quality.
15 Skill Packs382 hours
Generative and agentic AI
AI Full-Stack Developer
Also: AI Application Developer, Full-Stack GenAI Developer, AI Web Developer
Ships complete AI products: the React front end, the API and database behind it, and the language-model features inside.
15 Skill Packs399 hours
Generative and agentic AI
Voice AI Engineer
Also: Conversational AI Engineer, Voice Agent Developer, Speech AI Engineer
Builds voice assistants and call-centre agents: speech to text, language models, text to speech and real-time conversation.
11 Skill Packs255 hours 5.0 · 1 of 3 pillars
Generative and agentic AI
Cloud AI Engineer
Also: Azure AI Engineer, AWS AI Engineer, Google Cloud AI Engineer
Builds and runs AI on a major cloud: managed models, agents, pipelines and security on Azure, AWS or Google Cloud.
13 Skill Packs333 hours
Generative and agentic AI
AI Solutions Architect
Also: AI Architect, Generative AI Architect, Enterprise AI Architect
Designs how AI fits a company’s systems: the architecture, cloud, data, security and cost choices behind an AI solution.
16 Skill Packs399 hours 5.0 · 1 of 3 pillars
Generative and agentic AI
AI Product Manager
Also: AI Product Owner, Technical Product Manager (AI), AI Program Manager
Decides which AI features are worth building, defines them with engineers, and measures whether they work for users.
13 Skill Packs320 hours 5.0 · 1 of 3 pillars
Generative and agentic AI
AI Consultant
Also: AI Transformation Consultant, AI Strategy Analyst, Digital Transformation Consultant
Helps companies decide where AI pays off, builds the business case and guides the first projects.
15 Skill Packs371 hours 5.0 · 1 of 3 pillars
Generative and agentic AI★ Signature path
AI Governance and Safety Specialist
Also: Responsible AI Analyst, AI Risk and Compliance Analyst, AI Ethics Specialist
Keeps AI systems safe, fair and compliant: risk reviews, policies, testing for misuse and audit evidence.
12 Skill Packs297 hours 5.0 · 1 of 3 pillars
Generative and agentic AI
AI Automation and Low-Code Specialist
Also: Power Platform Developer, Copilot Studio Developer, Citizen Developer
Automates business work with Copilot, no-code agents and the Power Platform, without writing a full application.
11 Skill Packs278 hours 5.0 · 1 of 3 pillars