Traditional coding skills aren’t enough anymore.

Description

If you want to stand out in AI roles, focus on: 1️⃣ RAG + Vector Databases Connect models to real data with LangChain, LlamaIndex, Pinecone, Supabase. 2️⃣ MLOps Deploy, monitor, and scale with Docker, Kubernetes, MLflow, LangFuse, Vertex AI. 3️⃣ Context Engineering Multi-step prompting, tool integration, balancing cost, latency, and accuracy. This is what separates real AI engineers from hobbyists. #ai #contextengineering #mlops #aijobs