ShelfData ScientistAI/ML EngineerForward Deployed Engineer
LLMs and NLP · Intermediate · 6 h
Calling LLMs in production code
Tokens, context windows, system prompts, structured output, errors and cost, with the Claude API.
Why employers care: Forward deployed and AI engineering roles ship LLM features to customers. Reliable, typed, cost-aware calls are the baseline.
In the roadmaps for: Data Scientist, AI/ML Engineer, Forward Deployed Engineer