Python Fundamentals
6-8 weeksSkills You'll Build
Python syntax and data typesControl flow and functionsFile handling and text processingCommand line basicsGit version control
Technical Writer / Documentation Specialist → AI Engineer (Documentation/Content Focus)
Technical Writer to AI Engineer Learning Path
Your technical writing background in documentation, API references, and translating complex concepts gives you unique advantages in AI engineering. Technical writers who can build AI-powered documentation systems, content generation pipelines, and knowledge bases are highly valued. Expect 6-10 months of focused learning, with earning potential of $120k-$180k+ in roles that leverage your documentation expertise with AI implementation skills.
6-10 months
Prerequisites
- Technical writing and documentation experience
- Ability to understand and explain APIs
- Basic understanding of code concepts
- Attention to detail and accuracy
- Experience with developer tools
Your Learning Path
Python for Content Processing
4-5 weeksSkills You'll Build
Text processing and manipulationWorking with APIsMarkdown and structured formatsVirtual environmentsPackage management
ML Concepts & LLM Fundamentals
4-5 weeksSkills You'll Build
Machine learning conceptsUnderstanding how LLMs workPrompt engineering fundamentalsToken economicsContent quality evaluation
LLM API Implementation
4-5 weeksSkills You'll Build
OpenAI API integrationClaude API implementationContent generation promptsStructured output handlingQuality control workflows
RAG for Documentation
5-6 weeksSkills You'll Build
Vector databases for knowledge basesDocument chunking strategiesTechnical documentation retrievalHybrid search patternsContext-aware responses
Portfolio & Career Launch
4-6 weeksSkills You'll Build
Building documentation AI demosGitHub portfolio optimizationResume for writer-to-engineer transitionInterview preparationDevRel/documentation networking