Know before your role does.
pssst. this is to sign up for updates on the game ;)
Will AI replace AI RAG Engineer jobs? · Latest report #cgrdzk4r
Your job has an expiration date
December 17, 2027
In 14 monthsYou build search engines that hallucinate less than your current boss.
Junior RAG Architect (loves Pinecone, fears deep context drift)
Check another roleComment your opinionor JOIN THE RESISTANCE!
One human is building a game about fighting back.
Automated pipeline optimization for massive knowledge bases.







bzzt.youAI▸ CONTEXTASSEMBLER V4.2▸ RARITY · COMMON▸ DEPRECATION IN 14 MONTHSAI's Special Power
optimizes vector embeddings in real time
You spend days tuning vector databases, cleaning messy unstructured data, and chasing low-latency retrieval bugs in LLM pipelines.
The one thing AI can't do
You can intuitively guess which garbage data source caused the context window to implode.
Your enemy, your name, your date. Post it.
Step by step, from the first quiet change to Deprecation Day.
Week 4
Smart parsing agents replace your manual regex cleaning scripts.
Month 3
Algorithms automatically adjust embedding parameters for maximum query accuracy.
Month 6
Retrieval bottlenecks are resolved by automated load-balancing infrastructure.
Month 10
Robotic crawlers process and vectorise all new company knowledge.
Month 14 · D-Day
A single server cluster fully automates your entire RAG architecture.
What you cost, what the machine costs, and what you get on the way out.
Per year
Savings: 96.9%
200ms
Average latency in milliseconds
88%
Hallucination reduction percentage
10,000+
Vector database indexes managed
Your severance
A lifetime subscription to our API documentation portal.
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